Graph surface fire rate of spread by season and invasions status

fb %>%
  ggplot(aes(x = Status, y = S_ROS, color = Season)) +
  geom_point() +
  geom_smooth(method = "lm", se = FALSE) +
  labs(title = "Surface Fire Rate of Spread by Season and Invasion Status",
       x = "Season",
       y = "Rate of Spread (m/min)",
       color = "Season")
## `geom_smooth()` using formula = 'y ~ x'

Fuel Metrics

# Create plots for the surface fire rate of spread (Sur_ROS) and flame length (Sur_FL)
plot_ros <- ggplot(fb, aes(x = Status, y = S_ROS, color = Season)) +
  geom_boxplot() +
  labs(title = "Surface Fire Rate of Spread", x = "Invasion Status", y = "Rate of Spread (m/min)", color = "Season") +
  theme_classic()

plot_fl <- ggplot(fb, aes(x = Status, y = S_FL, color = Season)) +
  geom_boxplot() +
  labs(title = "Flame Length", x = "Invasion Status", y = "Flame Length (m)", color = "Season") +
  theme_classic()

# Print the plots
print(plot_ros)

print(plot_fl)

GLMM Surface Rate of Spread

Can’t use Gamma or Lognormal because of zero values in the data.

Rate of Spread Model Comparison

##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: S_ROS ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture + Status * Season * Live_Biomass + Status * Season * Dead_Biomass + Status * Season * Litter_Biomass 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                             2.53      0.02     2.49
## StatusInvaded                                         0.91      0.04     0.82
## SeasonSpring                                          1.70      0.03     1.65
## SeasonWinter                                          0.64      0.03     0.58
## Live_Fuel_MoistureHigh                               -0.70      0.02    -0.73
## Live_Fuel_MoistureLow                                 0.02      0.01    -0.00
## Dead_Fuel_MoistureHigh                               -1.28      0.02    -1.33
## Dead_Fuel_MoistureLow                                 0.47      0.01     0.45
## Live_BiomassHigh                                     -0.19      0.01    -0.22
## Live_BiomassLow                                       0.25      0.01     0.22
## Dead_BiomassHigh                                      0.15      0.01     0.12
## Dead_BiomassLow                                      -0.04      0.01    -0.07
## Litter_BiomassHigh                                    0.28      0.01     0.26
## Litter_BiomassLow                                    -0.59      0.02    -0.62
## StatusInvaded:SeasonSpring                            0.60      0.05     0.51
## StatusInvaded:SeasonWinter                            1.02      0.05     0.92
## StatusInvaded:Live_Fuel_MoistureHigh                  0.16      0.04     0.09
## StatusInvaded:Live_Fuel_MoistureLow                   0.35      0.03     0.28
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.86      0.02    -0.90
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.86      0.04    -0.93
## SeasonSpring:Live_Fuel_MoistureLow                    1.26      0.02     1.22
## SeasonWinter:Live_Fuel_MoistureLow                    1.87      0.03     1.82
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.08      0.06    -0.02
## StatusInvaded:Dead_Fuel_MoistureLow                   0.17      0.03     0.11
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.95      0.03     0.90
## SeasonWinter:Dead_Fuel_MoistureHigh                  -1.21      0.04    -1.28
## SeasonSpring:Dead_Fuel_MoistureLow                    0.07      0.02     0.03
## SeasonWinter:Dead_Fuel_MoistureLow                    0.41      0.03     0.34
## StatusInvaded:Live_BiomassHigh                        0.17      0.05     0.08
## StatusInvaded:Live_BiomassLow                        -0.49      0.04    -0.56
## SeasonSpring:Live_BiomassHigh                        -0.00      0.02    -0.04
## SeasonWinter:Live_BiomassHigh                         0.02      0.02    -0.03
## SeasonSpring:Live_BiomassLow                          0.06      0.02     0.01
## SeasonWinter:Live_BiomassLow                         -0.02      0.03    -0.07
## StatusInvaded:Dead_BiomassHigh                        0.77      0.04     0.69
## StatusInvaded:Dead_BiomassLow                        -0.48      0.04    -0.56
## SeasonSpring:Dead_BiomassHigh                         0.00      0.02    -0.04
## SeasonWinter:Dead_BiomassHigh                         0.02      0.03    -0.04
## SeasonSpring:Dead_BiomassLow                         -0.06      0.02    -0.11
## SeasonWinter:Dead_BiomassLow                         -0.02      0.02    -0.07
## StatusInvaded:Litter_BiomassHigh                      0.84      0.03     0.78
## StatusInvaded:Litter_BiomassLow                      -0.40      0.06    -0.54
## SeasonSpring:Litter_BiomassHigh                       0.19      0.02     0.15
## SeasonWinter:Litter_BiomassHigh                       0.09      0.03     0.03
## SeasonSpring:Litter_BiomassLow                       -0.10      0.02    -0.15
## SeasonWinter:Litter_BiomassLow                        0.28      0.03     0.22
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.82      0.04     0.73
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.52      0.05     0.42
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3.64      0.05     3.55
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -1.18      0.05    -1.28
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.30      0.06    -0.43
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.38      0.07     0.25
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.50      0.04    -0.58
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.25      0.05    -0.35
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.31      0.05     0.21
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.34      0.05     0.24
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.24      0.04    -0.33
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.28      0.05    -0.37
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.65      0.04    -0.74
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          -0.15      0.05    -0.24
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.38      0.04     0.30
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.09      0.05    -0.00
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.13      0.04     0.05
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.58      0.04    -0.67
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.47      0.07     0.35
## StatusInvaded:SeasonWinter:Litter_BiomassLow         -0.13      0.07    -0.26
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                             2.56 1.00     2064
## StatusInvaded                                         0.99 1.00     1608
## SeasonSpring                                          1.75 1.00     2255
## SeasonWinter                                          0.70 1.00     2238
## Live_Fuel_MoistureHigh                               -0.67 1.00     3099
## Live_Fuel_MoistureLow                                 0.05 1.00     3319
## Dead_Fuel_MoistureHigh                               -1.23 1.00     2843
## Dead_Fuel_MoistureLow                                 0.50 1.00     3930
## Live_BiomassHigh                                     -0.17 1.00     3189
## Live_BiomassLow                                       0.28 1.00     3552
## Dead_BiomassHigh                                      0.18 1.00     3134
## Dead_BiomassLow                                      -0.02 1.00     3257
## Litter_BiomassHigh                                    0.31 1.00     3207
## Litter_BiomassLow                                    -0.56 1.00     3072
## StatusInvaded:SeasonSpring                            0.71 1.00     1697
## StatusInvaded:SeasonWinter                            1.13 1.00     1617
## StatusInvaded:Live_Fuel_MoistureHigh                  0.24 1.00     1850
## StatusInvaded:Live_Fuel_MoistureLow                   0.42 1.00     2651
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.82 1.00     3020
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.79 1.00     3209
## SeasonSpring:Live_Fuel_MoistureLow                    1.30 1.00     3720
## SeasonWinter:Live_Fuel_MoistureLow                    1.93 1.00     3916
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.19 1.00     1413
## StatusInvaded:Dead_Fuel_MoistureLow                   0.24 1.00     2398
## SeasonSpring:Dead_Fuel_MoistureHigh                   1.01 1.00     3028
## SeasonWinter:Dead_Fuel_MoistureHigh                  -1.14 1.00     3329
## SeasonSpring:Dead_Fuel_MoistureLow                    0.12 1.00     4262
## SeasonWinter:Dead_Fuel_MoistureLow                    0.47 1.00     3558
## StatusInvaded:Live_BiomassHigh                        0.26 1.00     1858
## StatusInvaded:Live_BiomassLow                        -0.42 1.00     1938
## SeasonSpring:Live_BiomassHigh                         0.04 1.00     3182
## SeasonWinter:Live_BiomassHigh                         0.07 1.00     3551
## SeasonSpring:Live_BiomassLow                          0.10 1.00     3719
## SeasonWinter:Live_BiomassLow                          0.03 1.00     3569
## StatusInvaded:Dead_BiomassHigh                        0.84 1.00     2026
## StatusInvaded:Dead_BiomassLow                        -0.41 1.00     1945
## SeasonSpring:Dead_BiomassHigh                         0.04 1.00     3206
## SeasonWinter:Dead_BiomassHigh                         0.07 1.00     3863
## SeasonSpring:Dead_BiomassLow                         -0.02 1.00     3603
## SeasonWinter:Dead_BiomassLow                          0.03 1.00     3796
## StatusInvaded:Litter_BiomassHigh                      0.91 1.00     2232
## StatusInvaded:Litter_BiomassLow                      -0.28 1.00     1345
## SeasonSpring:Litter_BiomassHigh                       0.23 1.00     3730
## SeasonWinter:Litter_BiomassHigh                       0.14 1.00     4047
## SeasonSpring:Litter_BiomassLow                       -0.06 1.00     3390
## SeasonWinter:Litter_BiomassLow                        0.33 1.00     3839
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.90 1.00     1903
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.63 1.00     2276
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3.74 1.00     3059
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -1.09 1.00     2935
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.19 1.00     1461
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.51 1.00     1657
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.42 1.00     2619
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.16 1.00     2681
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.41 1.00     1925
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.44 1.00     1970
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.16 1.00     2134
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.18 1.00     2195
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.57 1.00     2243
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          -0.05 1.00     2437
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.47 1.00     2061
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.18 1.00     2251
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.21 1.00     2457
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.49 1.00     2849
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.62 1.00     1421
## StatusInvaded:SeasonWinter:Litter_BiomassLow          0.02 1.00     1385
##                                                   Tail_ESS
## Intercept                                             2950
## StatusInvaded                                         1852
## SeasonSpring                                          3116
## SeasonWinter                                          2691
## Live_Fuel_MoistureHigh                                3187
## Live_Fuel_MoistureLow                                 3235
## Dead_Fuel_MoistureHigh                                3325
## Dead_Fuel_MoistureLow                                 3490
## Live_BiomassHigh                                      3378
## Live_BiomassLow                                       3280
## Dead_BiomassHigh                                      3415
## Dead_BiomassLow                                       3433
## Litter_BiomassHigh                                    3498
## Litter_BiomassLow                                     3151
## StatusInvaded:SeasonSpring                            2142
## StatusInvaded:SeasonWinter                            2332
## StatusInvaded:Live_Fuel_MoistureHigh                  2807
## StatusInvaded:Live_Fuel_MoistureLow                   2918
## SeasonSpring:Live_Fuel_MoistureHigh                   3468
## SeasonWinter:Live_Fuel_MoistureHigh                   2972
## SeasonSpring:Live_Fuel_MoistureLow                    3014
## SeasonWinter:Live_Fuel_MoistureLow                    3048
## StatusInvaded:Dead_Fuel_MoistureHigh                  1716
## StatusInvaded:Dead_Fuel_MoistureLow                   2999
## SeasonSpring:Dead_Fuel_MoistureHigh                   2938
## SeasonWinter:Dead_Fuel_MoistureHigh                   3246
## SeasonSpring:Dead_Fuel_MoistureLow                    3499
## SeasonWinter:Dead_Fuel_MoistureLow                    3211
## StatusInvaded:Live_BiomassHigh                        2371
## StatusInvaded:Live_BiomassLow                         2828
## SeasonSpring:Live_BiomassHigh                         3406
## SeasonWinter:Live_BiomassHigh                         3292
## SeasonSpring:Live_BiomassLow                          3065
## SeasonWinter:Live_BiomassLow                          3137
## StatusInvaded:Dead_BiomassHigh                        2587
## StatusInvaded:Dead_BiomassLow                         2329
## SeasonSpring:Dead_BiomassHigh                         3168
## SeasonWinter:Dead_BiomassHigh                         3293
## SeasonSpring:Dead_BiomassLow                          3091
## SeasonWinter:Dead_BiomassLow                          3034
## StatusInvaded:Litter_BiomassHigh                      2694
## StatusInvaded:Litter_BiomassLow                       1904
## SeasonSpring:Litter_BiomassHigh                       2989
## SeasonWinter:Litter_BiomassHigh                       2649
## SeasonSpring:Litter_BiomassLow                        3327
## SeasonWinter:Litter_BiomassLow                        3139
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     2544
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     2628
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3237
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      3041
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     1939
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     2469
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow      2898
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      2830
## StatusInvaded:SeasonSpring:Live_BiomassHigh           2792
## StatusInvaded:SeasonWinter:Live_BiomassHigh           2685
## StatusInvaded:SeasonSpring:Live_BiomassLow            2792
## StatusInvaded:SeasonWinter:Live_BiomassLow            3028
## StatusInvaded:SeasonSpring:Dead_BiomassHigh           2720
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           2781
## StatusInvaded:SeasonSpring:Dead_BiomassLow            2756
## StatusInvaded:SeasonWinter:Dead_BiomassLow            2530
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         3090
## StatusInvaded:SeasonWinter:Litter_BiomassHigh         3014
## StatusInvaded:SeasonSpring:Litter_BiomassLow          1953
## StatusInvaded:SeasonWinter:Litter_BiomassLow          2207
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma     0.15      0.00     0.14     0.16 1.00     3744     3334
## nu        1.24      0.05     1.15     1.34 1.00     3738     3285
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Surface Rate of Spread Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##   <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Surface Rate of Spread (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
##     </tr>
##   </thead>
##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">2.53</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">2.49</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">2.56</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">High Dead Biomass</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.28</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.33</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.23</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">High Litter Biomass</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.28</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.26</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.31</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">High Live Biomass</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.19</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.22</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.17</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.70</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.73</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.67</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">Low Dead Biomass</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.001</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.47</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.45</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.50</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Low Litter Biomass</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.59</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.62</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.56</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Low Live Biomass</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.25</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.28</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right">0.05</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right">0.960</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.70</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.65</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.75</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right">0.550</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.95</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.90</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.01</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.19</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.23</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Biomass</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right">0.492</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.86</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.90</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.82</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.11</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.002</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.10</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.15</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.995</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.26</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.22</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.30</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.64</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.58</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.70</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right">0.07</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right">0.717</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.21</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.28</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.14</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Biomass</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right">0.07</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right">0.754</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.86</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.93</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.79</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right">−0.07</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right">0.215</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.41</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.34</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.47</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_31" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_31 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.28</td>
## <td headers="stub_1_31 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_31 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_31 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.33</td>
## <td headers="stub_1_31 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_32" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_32 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_32 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_32 95% CI (Lower)" class="gt_row gt_right">−0.07</td>
## <td headers="stub_1_32 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_32 Probability > 0" class="gt_row gt_right">0.198</td></tr>
##     <tr><th id="stub_1_33" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_33 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.87</td>
## <td headers="stub_1_33 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_33 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.82</td>
## <td headers="stub_1_33 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.93</td>
## <td headers="stub_1_33 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_34" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_34 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.91</td>
## <td headers="stub_1_34 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_34 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.82</td>
## <td headers="stub_1_34 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.99</td>
## <td headers="stub_1_34 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_35" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Biomass</th>
## <td headers="stub_1_35 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.77</td>
## <td headers="stub_1_35 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_35 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.69</td>
## <td headers="stub_1_35 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.84</td>
## <td headers="stub_1_35 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_36" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_36 Estimate" class="gt_row gt_right">0.08</td>
## <td headers="stub_1_36 Est. Error" class="gt_row gt_right">0.06</td>
## <td headers="stub_1_36 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_36 95% CI (Upper)" class="gt_row gt_right">0.19</td>
## <td headers="stub_1_36 Probability > 0" class="gt_row gt_right">0.922</td></tr>
##     <tr><th id="stub_1_37" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Litter Biomass</th>
## <td headers="stub_1_37 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.84</td>
## <td headers="stub_1_37 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_37 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.78</td>
## <td headers="stub_1_37 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.91</td>
## <td headers="stub_1_37 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_38" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Biomass</th>
## <td headers="stub_1_38 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_38 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_38 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_38 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.26</td>
## <td headers="stub_1_38 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_39" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_39 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.16</td>
## <td headers="stub_1_39 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_39 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_39 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.24</td>
## <td headers="stub_1_39 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_40" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Biomass</th>
## <td headers="stub_1_40 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.48</td>
## <td headers="stub_1_40 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_40 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.56</td>
## <td headers="stub_1_40 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.41</td>
## <td headers="stub_1_40 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_41" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_41 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.17</td>
## <td headers="stub_1_41 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_41 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_41 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.24</td>
## <td headers="stub_1_41 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_42" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Litter Biomass</th>
## <td headers="stub_1_42 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_42 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_42 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.54</td>
## <td headers="stub_1_42 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.28</td>
## <td headers="stub_1_42 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_43" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Biomass</th>
## <td headers="stub_1_43 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.49</td>
## <td headers="stub_1_43 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_43 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.56</td>
## <td headers="stub_1_43 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.42</td>
## <td headers="stub_1_43 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_44" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_44 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.35</td>
## <td headers="stub_1_44 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_44 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.28</td>
## <td headers="stub_1_44 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.42</td>
## <td headers="stub_1_44 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_45" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_45 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.60</td>
## <td headers="stub_1_45 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_45 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.51</td>
## <td headers="stub_1_45 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.71</td>
## <td headers="stub_1_45 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_46" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_46 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.65</td>
## <td headers="stub_1_46 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_46 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.74</td>
## <td headers="stub_1_46 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.57</td>
## <td headers="stub_1_46 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_47" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_47 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.30</td>
## <td headers="stub_1_47 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_47 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.43</td>
## <td headers="stub_1_47 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.19</td>
## <td headers="stub_1_47 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_48" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_48 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_48 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_48 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_48 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_48 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_49" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Biomass</th>
## <td headers="stub_1_49 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.31</td>
## <td headers="stub_1_49 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_49 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_49 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.41</td>
## <td headers="stub_1_49 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_50" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_50 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.82</td>
## <td headers="stub_1_50 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_50 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.73</td>
## <td headers="stub_1_50 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.90</td>
## <td headers="stub_1_50 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_51" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_51 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.38</td>
## <td headers="stub_1_51 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_51 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_51 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.47</td>
## <td headers="stub_1_51 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_52" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_52 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.50</td>
## <td headers="stub_1_52 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_52 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.58</td>
## <td headers="stub_1_52 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.42</td>
## <td headers="stub_1_52 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_53" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_53 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.47</td>
## <td headers="stub_1_53 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_53 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.35</td>
## <td headers="stub_1_53 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.62</td>
## <td headers="stub_1_53 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_54" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_54 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.24</td>
## <td headers="stub_1_54 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_54 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.33</td>
## <td headers="stub_1_54 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.16</td>
## <td headers="stub_1_54 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_55" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_55 Estimate" class="gt_row gt_right" style="font-weight: bold;">3.64</td>
## <td headers="stub_1_55 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_55 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">3.55</td>
## <td headers="stub_1_55 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">3.74</td>
## <td headers="stub_1_55 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_56" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_56 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.02</td>
## <td headers="stub_1_56 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_56 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.92</td>
## <td headers="stub_1_56 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.13</td>
## <td headers="stub_1_56 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_57" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_57 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.15</td>
## <td headers="stub_1_57 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_57 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.24</td>
## <td headers="stub_1_57 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_57 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.002</td></tr>
##     <tr><th id="stub_1_58" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_58 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.38</td>
## <td headers="stub_1_58 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_58 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.25</td>
## <td headers="stub_1_58 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.51</td>
## <td headers="stub_1_58 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_59" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_59 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.58</td>
## <td headers="stub_1_59 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_59 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.67</td>
## <td headers="stub_1_59 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.49</td>
## <td headers="stub_1_59 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_60" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Biomass</th>
## <td headers="stub_1_60 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.34</td>
## <td headers="stub_1_60 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_60 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.24</td>
## <td headers="stub_1_60 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.44</td>
## <td headers="stub_1_60 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_61" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_61 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.52</td>
## <td headers="stub_1_61 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_61 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.42</td>
## <td headers="stub_1_61 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.63</td>
## <td headers="stub_1_61 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_62" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_62 Estimate" class="gt_row gt_right">0.09</td>
## <td headers="stub_1_62 Est. Error" class="gt_row gt_right">0.05</td>
## <td headers="stub_1_62 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_62 95% CI (Upper)" class="gt_row gt_right">0.18</td>
## <td headers="stub_1_62 Probability > 0" class="gt_row gt_right">0.974</td></tr>
##     <tr><th id="stub_1_63" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_63 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.25</td>
## <td headers="stub_1_63 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_63 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.35</td>
## <td headers="stub_1_63 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.16</td>
## <td headers="stub_1_63 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_64" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_64 Estimate" class="gt_row gt_right">−0.13</td>
## <td headers="stub_1_64 Est. Error" class="gt_row gt_right">0.07</td>
## <td headers="stub_1_64 95% CI (Lower)" class="gt_row gt_right">−0.26</td>
## <td headers="stub_1_64 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_64 Probability > 0" class="gt_row gt_right">0.042</td></tr>
##     <tr><th id="stub_1_65" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_65 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.28</td>
## <td headers="stub_1_65 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_65 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.37</td>
## <td headers="stub_1_65 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.18</td>
## <td headers="stub_1_65 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_66" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_66 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.18</td>
## <td headers="stub_1_66 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_66 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.28</td>
## <td headers="stub_1_66 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.09</td>
## <td headers="stub_1_66 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

ROS Conditional Effects

## Warning: The `size` argument of `element_line()` is deprecated as of ggplot2 3.4.0.
## ℹ Please use the `linewidth` argument instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Surface ROS Conditional Effects

post_S_ROS <- posterior_samples(S_ROS_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_S_ROS)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureHigh"                           
##  [6] "b_Live_Fuel_MoistureLow"                            
##  [7] "b_Dead_Fuel_MoistureHigh"                           
##  [8] "b_Dead_Fuel_MoistureLow"                            
##  [9] "b_Live_BiomassHigh"                                 
## [10] "b_Live_BiomassLow"                                  
## [11] "b_Dead_BiomassHigh"                                 
## [12] "b_Dead_BiomassLow"                                  
## [13] "b_Litter_BiomassHigh"                               
## [14] "b_Litter_BiomassLow"                                
## [15] "b_StatusInvaded:SeasonSpring"                       
## [16] "b_StatusInvaded:SeasonWinter"                       
## [17] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [18] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [19] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [20] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [21] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [22] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [23] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [24] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [25] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [26] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [27] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [28] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [29] "b_StatusInvaded:Live_BiomassHigh"                   
## [30] "b_StatusInvaded:Live_BiomassLow"                    
## [31] "b_SeasonSpring:Live_BiomassHigh"                    
## [32] "b_SeasonWinter:Live_BiomassHigh"                    
## [33] "b_SeasonSpring:Live_BiomassLow"                     
## [34] "b_SeasonWinter:Live_BiomassLow"                     
## [35] "b_StatusInvaded:Dead_BiomassHigh"                   
## [36] "b_StatusInvaded:Dead_BiomassLow"                    
## [37] "b_SeasonSpring:Dead_BiomassHigh"                    
## [38] "b_SeasonWinter:Dead_BiomassHigh"                    
## [39] "b_SeasonSpring:Dead_BiomassLow"                     
## [40] "b_SeasonWinter:Dead_BiomassLow"                     
## [41] "b_StatusInvaded:Litter_BiomassHigh"                 
## [42] "b_StatusInvaded:Litter_BiomassLow"                  
## [43] "b_SeasonSpring:Litter_BiomassHigh"                  
## [44] "b_SeasonWinter:Litter_BiomassHigh"                  
## [45] "b_SeasonSpring:Litter_BiomassLow"                   
## [46] "b_SeasonWinter:Litter_BiomassLow"                   
## [47] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [48] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [49] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [50] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [51] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [52] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [53] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [54] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [55] "b_StatusInvaded:SeasonSpring:Live_BiomassHigh"      
## [56] "b_StatusInvaded:SeasonWinter:Live_BiomassHigh"      
## [57] "b_StatusInvaded:SeasonSpring:Live_BiomassLow"       
## [58] "b_StatusInvaded:SeasonWinter:Live_BiomassLow"       
## [59] "b_StatusInvaded:SeasonSpring:Dead_BiomassHigh"      
## [60] "b_StatusInvaded:SeasonWinter:Dead_BiomassHigh"      
## [61] "b_StatusInvaded:SeasonSpring:Dead_BiomassLow"       
## [62] "b_StatusInvaded:SeasonWinter:Dead_BiomassLow"       
## [63] "b_StatusInvaded:SeasonSpring:Litter_BiomassHigh"    
## [64] "b_StatusInvaded:SeasonWinter:Litter_BiomassHigh"    
## [65] "b_StatusInvaded:SeasonSpring:Litter_BiomassLow"     
## [66] "b_StatusInvaded:SeasonWinter:Litter_BiomassLow"     
## [67] "sigma"                                              
## [68] "nu"                                                 
## [69] "Intercept"                                          
## [70] "lprior"                                             
## [71] "lp__"
mean(post_S_ROS$b_StatusInvaded > 0)
## [1] 1
mean(post_S_ROS$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_S_ROS$b_Live_Fuel_MoistureLow > 0)
## [1] 0.96
mean(post_S_ROS$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_S_ROS$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_S_ROS$b_Live_BiomassHigh > 0)
## [1] 0
mean(post_S_ROS$b_Live_BiomassLow > 0)
## [1] 1
mean(post_S_ROS$b_Dead_BiomassHigh > 0)
## [1] 1
mean(post_S_ROS$b_Dead_BiomassLow > 0)
## [1] 0.00075
mean(post_S_ROS$b_Litter_BiomassHigh > 0)
## [1] 1
mean(post_S_ROS$b_Litter_BiomassLow > 0)
## [1] 0
mean(post_S_ROS$b_SeasonSpring > 0)
## [1] 1
mean(post_S_ROS$b_SeasonWinter > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 0.9225
mean(post_S_ROS$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Live_BiomassHigh' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Live_BiomassLow' > 0)
## [1] 0
mean(post_S_ROS$'b_StatusInvaded:Dead_BiomassHigh' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Dead_BiomassLow' > 0)
## [1] 0
mean(post_S_ROS$'b_StatusInvaded:Litter_BiomassHigh' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:Litter_BiomassLow' > 0)
## [1] 0
mean(post_S_ROS$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 1
mean(post_S_ROS$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 1

GLMM Flame Length

Flame Length Model Comparison

##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: S_FL ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture + Status * Season * Live_Biomass + Status * Season * Dead_Biomass + Status * Season * Litter_Biomass 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                             1.53      0.01     1.51
## StatusInvaded                                         0.18      0.02     0.13
## SeasonSpring                                          0.59      0.01     0.56
## SeasonWinter                                          0.18      0.02     0.15
## Live_Fuel_MoistureLow                                 0.02      0.01     0.01
## Live_Fuel_MoistureHigh                               -0.20      0.01    -0.22
## Dead_Fuel_MoistureLow                                 0.24      0.01     0.22
## Dead_Fuel_MoistureHigh                               -0.75      0.01    -0.77
## Live_BiomassLow                                       0.04      0.01     0.03
## Live_BiomassHigh                                     -0.05      0.01    -0.07
## Dead_BiomassLow                                      -0.03      0.01    -0.05
## Dead_BiomassHigh                                      0.08      0.01     0.07
## Litter_BiomassLow                                    -0.31      0.01    -0.32
## Litter_BiomassHigh                                    0.18      0.01     0.17
## StatusInvaded:SeasonSpring                            0.21      0.02     0.16
## StatusInvaded:SeasonWinter                            0.39      0.03     0.34
## StatusInvaded:Live_Fuel_MoistureLow                   0.11      0.02     0.08
## StatusInvaded:Live_Fuel_MoistureHigh                  0.03      0.02    -0.01
## SeasonSpring:Live_Fuel_MoistureLow                    0.33      0.01     0.31
## SeasonWinter:Live_Fuel_MoistureLow                    0.64      0.01     0.62
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.26      0.01    -0.28
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.29      0.01    -0.32
## StatusInvaded:Dead_Fuel_MoistureLow                   0.02      0.01    -0.01
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.19      0.02     0.15
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.01      0.01    -0.03
## SeasonWinter:Dead_Fuel_MoistureLow                    0.17      0.01     0.15
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.64      0.01     0.61
## SeasonWinter:Dead_Fuel_MoistureHigh                  -0.32      0.02    -0.36
## StatusInvaded:Live_BiomassLow                        -0.08      0.01    -0.11
## StatusInvaded:Live_BiomassHigh                        0.03      0.02     0.00
## SeasonSpring:Live_BiomassLow                          0.00      0.01    -0.02
## SeasonWinter:Live_BiomassLow                          0.01      0.01    -0.01
## SeasonSpring:Live_BiomassHigh                         0.03      0.01     0.01
## SeasonWinter:Live_BiomassHigh                         0.03      0.01     0.00
## StatusInvaded:Dead_BiomassLow                        -0.25      0.02    -0.28
## StatusInvaded:Dead_BiomassHigh                        0.40      0.02     0.37
## SeasonSpring:Dead_BiomassLow                         -0.04      0.01    -0.05
## SeasonWinter:Dead_BiomassLow                         -0.02      0.01    -0.04
## SeasonSpring:Dead_BiomassHigh                         0.01      0.01    -0.01
## SeasonWinter:Dead_BiomassHigh                         0.04      0.01     0.01
## StatusInvaded:Litter_BiomassLow                      -0.17      0.03    -0.23
## StatusInvaded:Litter_BiomassHigh                      0.43      0.02     0.40
## SeasonSpring:Litter_BiomassLow                       -0.07      0.01    -0.09
## SeasonWinter:Litter_BiomassLow                        0.04      0.01     0.02
## SeasonSpring:Litter_BiomassHigh                       0.12      0.01     0.10
## SeasonWinter:Litter_BiomassHigh                       0.13      0.01     0.11
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.59      0.02     0.55
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -0.50      0.02    -0.54
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.29      0.02     0.25
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.25      0.02     0.21
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.16      0.02    -0.20
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.15      0.02    -0.18
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.30      0.02    -0.35
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.05      0.03    -0.02
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.12      0.02    -0.16
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.09      0.02    -0.13
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.13      0.02     0.09
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.10      0.02     0.06
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.22      0.02     0.18
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.06      0.02     0.01
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.37      0.02    -0.41
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          -0.09      0.02    -0.13
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.26      0.03     0.21
## StatusInvaded:SeasonWinter:Litter_BiomassLow          0.01      0.03    -0.05
## StatusInvaded:SeasonSpring:Litter_BiomassHigh        -0.01      0.02    -0.05
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.40      0.02    -0.45
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                             1.55 1.00     2729
## StatusInvaded                                         0.22 1.00     1686
## SeasonSpring                                          0.61 1.00     2654
## SeasonWinter                                          0.21 1.00     2865
## Live_Fuel_MoistureLow                                 0.03 1.00     3276
## Live_Fuel_MoistureHigh                               -0.19 1.00     2544
## Dead_Fuel_MoistureLow                                 0.25 1.00     3427
## Dead_Fuel_MoistureHigh                               -0.73 1.00     3061
## Live_BiomassLow                                       0.05 1.00     3020
## Live_BiomassHigh                                     -0.04 1.00     3301
## Dead_BiomassLow                                      -0.02 1.00     3096
## Dead_BiomassHigh                                      0.10 1.00     3310
## Litter_BiomassLow                                    -0.29 1.00     3346
## Litter_BiomassHigh                                    0.20 1.00     3677
## StatusInvaded:SeasonSpring                            0.26 1.00     1732
## StatusInvaded:SeasonWinter                            0.45 1.00     1975
## StatusInvaded:Live_Fuel_MoistureLow                   0.14 1.00     2833
## StatusInvaded:Live_Fuel_MoistureHigh                  0.06 1.00     2128
## SeasonSpring:Live_Fuel_MoistureLow                    0.35 1.00     3813
## SeasonWinter:Live_Fuel_MoistureLow                    0.67 1.00     4137
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.24 1.00     2841
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.26 1.00     3161
## StatusInvaded:Dead_Fuel_MoistureLow                   0.04 1.00     2457
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.24 1.00     1960
## SeasonSpring:Dead_Fuel_MoistureLow                    0.01 1.00     3745
## SeasonWinter:Dead_Fuel_MoistureLow                    0.19 1.00     3946
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.66 1.00     3043
## SeasonWinter:Dead_Fuel_MoistureHigh                  -0.29 1.00     4111
## StatusInvaded:Live_BiomassLow                        -0.05 1.00     2425
## StatusInvaded:Live_BiomassHigh                        0.07 1.00     2917
## SeasonSpring:Live_BiomassLow                          0.02 1.00     3019
## SeasonWinter:Live_BiomassLow                          0.03 1.00     3290
## SeasonSpring:Live_BiomassHigh                         0.05 1.00     3334
## SeasonWinter:Live_BiomassHigh                         0.05 1.00     3525
## StatusInvaded:Dead_BiomassLow                        -0.21 1.00     1759
## StatusInvaded:Dead_BiomassHigh                        0.44 1.00     1842
## SeasonSpring:Dead_BiomassLow                         -0.02 1.00     3171
## SeasonWinter:Dead_BiomassLow                          0.00 1.00     3670
## SeasonSpring:Dead_BiomassHigh                         0.03 1.00     3232
## SeasonWinter:Dead_BiomassHigh                         0.06 1.00     3745
## StatusInvaded:Litter_BiomassLow                      -0.12 1.00     1621
## StatusInvaded:Litter_BiomassHigh                      0.46 1.00     2451
## SeasonSpring:Litter_BiomassLow                       -0.05 1.00     3733
## SeasonWinter:Litter_BiomassLow                        0.07 1.00     4437
## SeasonSpring:Litter_BiomassHigh                       0.14 1.00     4160
## SeasonWinter:Litter_BiomassHigh                       0.16 1.00     4299
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.64 1.00     3275
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -0.46 1.00     3161
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.33 1.00     2129
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.29 1.00     2586
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.13 1.00     2479
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.11 1.00     2756
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.25 1.00     1999
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.11 1.00     2704
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.09 1.00     2426
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.05 1.00     2644
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.17 1.00     2814
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.15 1.00     2927
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.25 1.00     1889
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.10 1.00     2126
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.33 1.00     2055
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          -0.04 1.00     2301
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.32 1.00     1736
## StatusInvaded:SeasonWinter:Litter_BiomassLow          0.08 1.00     1802
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.02 1.00     2879
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.37 1.00     2612
##                                                   Tail_ESS
## Intercept                                             3324
## StatusInvaded                                         2204
## SeasonSpring                                          2944
## SeasonWinter                                          2790
## Live_Fuel_MoistureLow                                 2986
## Live_Fuel_MoistureHigh                                2685
## Dead_Fuel_MoistureLow                                 2991
## Dead_Fuel_MoistureHigh                                3398
## Live_BiomassLow                                       3036
## Live_BiomassHigh                                      3406
## Dead_BiomassLow                                       3332
## Dead_BiomassHigh                                      3142
## Litter_BiomassLow                                     3198
## Litter_BiomassHigh                                    3324
## StatusInvaded:SeasonSpring                            2270
## StatusInvaded:SeasonWinter                            2863
## StatusInvaded:Live_Fuel_MoistureLow                   3093
## StatusInvaded:Live_Fuel_MoistureHigh                  2736
## SeasonSpring:Live_Fuel_MoistureLow                    3001
## SeasonWinter:Live_Fuel_MoistureLow                    2888
## SeasonSpring:Live_Fuel_MoistureHigh                   3031
## SeasonWinter:Live_Fuel_MoistureHigh                   2797
## StatusInvaded:Dead_Fuel_MoistureLow                   2878
## StatusInvaded:Dead_Fuel_MoistureHigh                  2401
## SeasonSpring:Dead_Fuel_MoistureLow                    3130
## SeasonWinter:Dead_Fuel_MoistureLow                    3438
## SeasonSpring:Dead_Fuel_MoistureHigh                   2705
## SeasonWinter:Dead_Fuel_MoistureHigh                   3482
## StatusInvaded:Live_BiomassLow                         3050
## StatusInvaded:Live_BiomassHigh                        2762
## SeasonSpring:Live_BiomassLow                          2744
## SeasonWinter:Live_BiomassLow                          2889
## SeasonSpring:Live_BiomassHigh                         3314
## SeasonWinter:Live_BiomassHigh                         3030
## StatusInvaded:Dead_BiomassLow                         2491
## StatusInvaded:Dead_BiomassHigh                        2783
## SeasonSpring:Dead_BiomassLow                          3036
## SeasonWinter:Dead_BiomassLow                          3414
## SeasonSpring:Dead_BiomassHigh                         3049
## SeasonWinter:Dead_BiomassHigh                         3081
## StatusInvaded:Litter_BiomassLow                       2098
## StatusInvaded:Litter_BiomassHigh                      2821
## SeasonSpring:Litter_BiomassLow                        3391
## SeasonWinter:Litter_BiomassLow                        3491
## SeasonSpring:Litter_BiomassHigh                       3258
## SeasonWinter:Litter_BiomassHigh                       3541
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3278
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      2577
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     2757
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     2821
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow      2863
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      2969
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     2665
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     2855
## StatusInvaded:SeasonSpring:Live_BiomassLow            2649
## StatusInvaded:SeasonWinter:Live_BiomassLow            2932
## StatusInvaded:SeasonSpring:Live_BiomassHigh           2945
## StatusInvaded:SeasonWinter:Live_BiomassHigh           2876
## StatusInvaded:SeasonSpring:Dead_BiomassLow            2196
## StatusInvaded:SeasonWinter:Dead_BiomassLow            2663
## StatusInvaded:SeasonSpring:Dead_BiomassHigh           2926
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           2795
## StatusInvaded:SeasonSpring:Litter_BiomassLow          2253
## StatusInvaded:SeasonWinter:Litter_BiomassLow          2257
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         2915
## StatusInvaded:SeasonWinter:Litter_BiomassHigh         2620
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma     0.07      0.00     0.07     0.08 1.00     3511     2967
## nu        1.77      0.08     1.61     1.94 1.00     3249     3186
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Surface Flame Length Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Surface Fire Flame Length (Seasonal)</td>
##     </tr>
##     
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##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
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##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.53</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.51</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.55</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">High Dead Biomass</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.75</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.77</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.73</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">High Litter Biomass</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.17</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.20</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">High Live Biomass</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.20</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.22</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.19</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">Low Dead Biomass</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.24</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.25</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Low Litter Biomass</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.31</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.32</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.29</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Low Live Biomass</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.998</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.59</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.56</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.61</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right">0.892</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.64</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.61</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.66</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Biomass</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.996</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.26</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.28</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.24</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right">0.282</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right">0.574</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.33</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.31</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.35</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.998</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.32</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.36</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.29</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.16</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Biomass</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.985</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.29</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.32</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.26</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right">0.043</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.17</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.19</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_31" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_31 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_31 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_31 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_31 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_31 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_32" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_32 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_32 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_32 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_32 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_32 Probability > 0" class="gt_row gt_right">0.826</td></tr>
##     <tr><th id="stub_1_33" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_33 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.64</td>
## <td headers="stub_1_33 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_33 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.62</td>
## <td headers="stub_1_33 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.67</td>
## <td headers="stub_1_33 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_34" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_34 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_34 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_34 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_34 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_34 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_35" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Biomass</th>
## <td headers="stub_1_35 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.40</td>
## <td headers="stub_1_35 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_35 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.37</td>
## <td headers="stub_1_35 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.44</td>
## <td headers="stub_1_35 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_36" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_36 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.19</td>
## <td headers="stub_1_36 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_36 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_36 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.24</td>
## <td headers="stub_1_36 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_37" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Litter Biomass</th>
## <td headers="stub_1_37 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.43</td>
## <td headers="stub_1_37 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_37 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.40</td>
## <td headers="stub_1_37 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.46</td>
## <td headers="stub_1_37 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_38" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Biomass</th>
## <td headers="stub_1_38 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_38 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_38 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_38 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_38 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.976</td></tr>
##     <tr><th id="stub_1_39" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_39 Estimate" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_39 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_39 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_39 95% CI (Upper)" class="gt_row gt_right">0.06</td>
## <td headers="stub_1_39 Probability > 0" class="gt_row gt_right">0.944</td></tr>
##     <tr><th id="stub_1_40" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Biomass</th>
## <td headers="stub_1_40 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.25</td>
## <td headers="stub_1_40 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_40 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.28</td>
## <td headers="stub_1_40 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.21</td>
## <td headers="stub_1_40 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_41" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_41 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_41 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_41 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_41 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_41 Probability > 0" class="gt_row gt_right">0.854</td></tr>
##     <tr><th id="stub_1_42" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Litter Biomass</th>
## <td headers="stub_1_42 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.17</td>
## <td headers="stub_1_42 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_42 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.23</td>
## <td headers="stub_1_42 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_42 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_43" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Biomass</th>
## <td headers="stub_1_43 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_43 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_43 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.11</td>
## <td headers="stub_1_43 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_43 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_44" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_44 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_44 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_44 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_44 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_44 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_45" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_45 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_45 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_45 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.16</td>
## <td headers="stub_1_45 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.26</td>
## <td headers="stub_1_45 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_46" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_46 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.37</td>
## <td headers="stub_1_46 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_46 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.41</td>
## <td headers="stub_1_46 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.33</td>
## <td headers="stub_1_46 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_47" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_47 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.29</td>
## <td headers="stub_1_47 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_47 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.35</td>
## <td headers="stub_1_47 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.25</td>
## <td headers="stub_1_47 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_48" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_48 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_48 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_48 95% CI (Lower)" class="gt_row gt_right">−0.05</td>
## <td headers="stub_1_48 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_48 Probability > 0" class="gt_row gt_right">0.213</td></tr>
##     <tr><th id="stub_1_49" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Biomass</th>
## <td headers="stub_1_49 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_49 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_49 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_49 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.17</td>
## <td headers="stub_1_49 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_50" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_50 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.29</td>
## <td headers="stub_1_50 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_50 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.25</td>
## <td headers="stub_1_50 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.33</td>
## <td headers="stub_1_50 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_51" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_51 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_51 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_51 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_51 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.25</td>
## <td headers="stub_1_51 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_52" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_52 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.16</td>
## <td headers="stub_1_52 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_52 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.20</td>
## <td headers="stub_1_52 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.13</td>
## <td headers="stub_1_52 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_53" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_53 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.26</td>
## <td headers="stub_1_53 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_53 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_53 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.32</td>
## <td headers="stub_1_53 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_54" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_54 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_54 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_54 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.16</td>
## <td headers="stub_1_54 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_54 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_55" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_55 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.59</td>
## <td headers="stub_1_55 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_55 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.55</td>
## <td headers="stub_1_55 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.64</td>
## <td headers="stub_1_55 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_56" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_56 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.39</td>
## <td headers="stub_1_56 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_56 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.34</td>
## <td headers="stub_1_56 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.45</td>
## <td headers="stub_1_56 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_57" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_57 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_57 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_57 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.13</td>
## <td headers="stub_1_57 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_57 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_58" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_58 Estimate" class="gt_row gt_right">0.05</td>
## <td headers="stub_1_58 Est. Error" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_58 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_58 95% CI (Upper)" class="gt_row gt_right">0.11</td>
## <td headers="stub_1_58 Probability > 0" class="gt_row gt_right">0.924</td></tr>
##     <tr><th id="stub_1_59" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_59 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_59 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_59 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.45</td>
## <td headers="stub_1_59 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.37</td>
## <td headers="stub_1_59 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_60" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Biomass</th>
## <td headers="stub_1_60 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_60 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_60 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_60 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_60 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_61" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_61 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.25</td>
## <td headers="stub_1_61 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_61 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_61 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.29</td>
## <td headers="stub_1_61 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_62" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_62 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_62 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_62 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_62 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_62 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.998</td></tr>
##     <tr><th id="stub_1_63" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_63 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.15</td>
## <td headers="stub_1_63 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_63 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.18</td>
## <td headers="stub_1_63 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.11</td>
## <td headers="stub_1_63 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_64" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_64 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_64 Est. Error" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_64 95% CI (Lower)" class="gt_row gt_right">−0.05</td>
## <td headers="stub_1_64 95% CI (Upper)" class="gt_row gt_right">0.08</td>
## <td headers="stub_1_64 Probability > 0" class="gt_row gt_right">0.636</td></tr>
##     <tr><th id="stub_1_65" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_65 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_65 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_65 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.13</td>
## <td headers="stub_1_65 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_65 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_66" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_66 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.50</td>
## <td headers="stub_1_66 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_66 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.54</td>
## <td headers="stub_1_66 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.46</td>
## <td headers="stub_1_66 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

FL Conditional Effects

## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Flame Length Posterior Probabilities

post_S_FL <- posterior_samples(S_FL_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_S_FL)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_Live_BiomassLow"                                  
## [10] "b_Live_BiomassHigh"                                 
## [11] "b_Dead_BiomassLow"                                  
## [12] "b_Dead_BiomassHigh"                                 
## [13] "b_Litter_BiomassLow"                                
## [14] "b_Litter_BiomassHigh"                               
## [15] "b_StatusInvaded:SeasonSpring"                       
## [16] "b_StatusInvaded:SeasonWinter"                       
## [17] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [18] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [19] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [20] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [21] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [22] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [23] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [24] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [25] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [26] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [27] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [28] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [29] "b_StatusInvaded:Live_BiomassLow"                    
## [30] "b_StatusInvaded:Live_BiomassHigh"                   
## [31] "b_SeasonSpring:Live_BiomassLow"                     
## [32] "b_SeasonWinter:Live_BiomassLow"                     
## [33] "b_SeasonSpring:Live_BiomassHigh"                    
## [34] "b_SeasonWinter:Live_BiomassHigh"                    
## [35] "b_StatusInvaded:Dead_BiomassLow"                    
## [36] "b_StatusInvaded:Dead_BiomassHigh"                   
## [37] "b_SeasonSpring:Dead_BiomassLow"                     
## [38] "b_SeasonWinter:Dead_BiomassLow"                     
## [39] "b_SeasonSpring:Dead_BiomassHigh"                    
## [40] "b_SeasonWinter:Dead_BiomassHigh"                    
## [41] "b_StatusInvaded:Litter_BiomassLow"                  
## [42] "b_StatusInvaded:Litter_BiomassHigh"                 
## [43] "b_SeasonSpring:Litter_BiomassLow"                   
## [44] "b_SeasonWinter:Litter_BiomassLow"                   
## [45] "b_SeasonSpring:Litter_BiomassHigh"                  
## [46] "b_SeasonWinter:Litter_BiomassHigh"                  
## [47] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [48] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [49] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [50] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [51] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [52] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [53] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [54] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [55] "b_StatusInvaded:SeasonSpring:Live_BiomassLow"       
## [56] "b_StatusInvaded:SeasonWinter:Live_BiomassLow"       
## [57] "b_StatusInvaded:SeasonSpring:Live_BiomassHigh"      
## [58] "b_StatusInvaded:SeasonWinter:Live_BiomassHigh"      
## [59] "b_StatusInvaded:SeasonSpring:Dead_BiomassLow"       
## [60] "b_StatusInvaded:SeasonWinter:Dead_BiomassLow"       
## [61] "b_StatusInvaded:SeasonSpring:Dead_BiomassHigh"      
## [62] "b_StatusInvaded:SeasonWinter:Dead_BiomassHigh"      
## [63] "b_StatusInvaded:SeasonSpring:Litter_BiomassLow"     
## [64] "b_StatusInvaded:SeasonWinter:Litter_BiomassLow"     
## [65] "b_StatusInvaded:SeasonSpring:Litter_BiomassHigh"    
## [66] "b_StatusInvaded:SeasonWinter:Litter_BiomassHigh"    
## [67] "sigma"                                              
## [68] "nu"                                                 
## [69] "Intercept"                                          
## [70] "lprior"                                             
## [71] "lp__"
mean(post_S_FL$b_StatusInvaded > 0)
## [1] 1
mean(post_S_FL$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_S_FL$b_Live_Fuel_MoistureLow > 0)
## [1] 0.99825
mean(post_S_FL$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_S_FL$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_S_FL$b_Live_BiomassHigh > 0)
## [1] 0
mean(post_S_FL$b_Live_BiomassLow > 0)
## [1] 1
mean(post_S_FL$b_Dead_BiomassHigh > 0)
## [1] 1
mean(post_S_FL$b_Dead_BiomassLow > 0)
## [1] 0
mean(post_S_FL$b_Litter_BiomassHigh > 0)
## [1] 1
mean(post_S_FL$b_Litter_BiomassLow > 0)
## [1] 0
mean(post_S_FL$b_SeasonSpring > 0)
## [1] 1
mean(post_S_FL$b_SeasonWinter > 0)
## [1] 1
mean(post_S_FL$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 0.9435
mean(post_S_FL$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_S_FL$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_S_FL$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 0.85375
mean(post_S_FL$'b_StatusInvaded:Live_BiomassHigh' > 0)
## [1] 0.9755
mean(post_S_FL$'b_StatusInvaded:Live_BiomassLow' > 0)
## [1] 0
mean(post_S_FL$'b_StatusInvaded:Dead_BiomassHigh' > 0)
## [1] 1
mean(post_S_FL$'b_StatusInvaded:Dead_BiomassLow' > 0)
## [1] 0
mean(post_S_FL$'b_StatusInvaded:Litter_BiomassHigh' > 0)
## [1] 1
mean(post_S_FL$'b_StatusInvaded:Litter_BiomassLow' > 0)
## [1] 0
mean(post_S_FL$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 1
mean(post_S_FL$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 1

GLMM Surface Fireline Intensity

Fireline Intensity Model Comparison

##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: S_Fin ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture + Status * Season * Live_Biomass + Status * Season * Dead_Biomass + Status * Season * Litter_Biomass 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                           682.03      9.07   663.92
## StatusInvaded                                       196.88     17.06   163.83
## SeasonSpring                                        671.11     13.87   644.19
## SeasonWinter                                        226.32     14.24   198.03
## Live_Fuel_MoistureLow                                 3.34      7.17   -10.81
## Live_Fuel_MoistureHigh                             -238.86      7.64  -254.29
## Dead_Fuel_MoistureLow                               231.29      6.10   219.66
## Dead_Fuel_MoistureHigh                             -466.24     12.32  -490.50
## Live_BiomassLow                                      51.05      7.07    36.97
## Live_BiomassHigh                                    -37.57      6.84   -50.87
## Dead_BiomassLow                                     -26.76      6.87   -40.08
## Dead_BiomassHigh                                     84.79      6.97    71.24
## Litter_BiomassLow                                  -299.35      7.66  -314.34
## Litter_BiomassHigh                                  173.26      6.98   159.48
## StatusInvaded:SeasonSpring                          349.42     22.93   304.41
## StatusInvaded:SeasonWinter                          499.76     23.33   454.55
## StatusInvaded:Live_Fuel_MoistureLow                 148.81     13.09   123.26
## StatusInvaded:Live_Fuel_MoistureHigh                 29.37     14.14     1.72
## SeasonSpring:Live_Fuel_MoistureLow                  479.22     11.46   456.21
## SeasonWinter:Live_Fuel_MoistureLow                  710.05     13.04   684.38
## SeasonSpring:Live_Fuel_MoistureHigh                -348.90     13.27  -374.90
## SeasonWinter:Live_Fuel_MoistureHigh                -283.22     11.86  -306.02
## StatusInvaded:Dead_Fuel_MoistureLow                  89.27     12.56    64.65
## StatusInvaded:Dead_Fuel_MoistureHigh                -26.88     17.90   -62.75
## SeasonSpring:Dead_Fuel_MoistureLow                   39.56     13.24    13.15
## SeasonWinter:Dead_Fuel_MoistureLow                  125.47     11.06   104.18
## SeasonSpring:Dead_Fuel_MoistureHigh                 293.71     15.32   263.56
## SeasonWinter:Dead_Fuel_MoistureHigh                -381.81     19.76  -420.69
## StatusInvaded:Live_BiomassLow                      -131.04     14.62  -159.21
## StatusInvaded:Live_BiomassHigh                      101.83     18.84    64.27
## SeasonSpring:Live_BiomassLow                         21.29     11.57    -1.26
## SeasonWinter:Live_BiomassLow                         -1.93     11.28   -24.07
## SeasonSpring:Live_BiomassHigh                         8.70     11.01   -13.20
## SeasonWinter:Live_BiomassHigh                         7.87     11.29   -13.93
## StatusInvaded:Dead_BiomassLow                      -270.05     14.90  -300.08
## StatusInvaded:Dead_BiomassHigh                      455.82     13.13   430.30
## SeasonSpring:Dead_BiomassLow                        -56.62     11.26   -78.80
## SeasonWinter:Dead_BiomassLow                        -22.46     11.07   -44.12
## SeasonSpring:Dead_BiomassHigh                        43.34     11.31    20.75
## SeasonWinter:Dead_BiomassHigh                        63.91     11.60    41.06
## StatusInvaded:Litter_BiomassLow                    -184.59     16.31  -216.40
## StatusInvaded:Litter_BiomassHigh                    510.13     12.69   485.60
## SeasonSpring:Litter_BiomassLow                     -194.63     12.34  -218.80
## SeasonWinter:Litter_BiomassLow                        9.86     11.56   -13.08
## SeasonSpring:Litter_BiomassHigh                     232.35     11.57   209.69
## SeasonWinter:Litter_BiomassHigh                     168.27     12.55   143.47
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow   1537.72     37.41  1463.14
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow   -464.04     20.57  -504.71
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh   342.10     19.77   303.61
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh   168.09     19.45   129.84
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow   -235.71     19.19  -273.88
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow    -36.85     19.23   -74.51
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh   -87.49     23.58  -135.19
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh   -26.56     27.65   -82.26
## StatusInvaded:SeasonSpring:Live_BiomassLow         -144.27     19.86  -183.31
## StatusInvaded:SeasonWinter:Live_BiomassLow          -72.30     20.31  -111.14
## StatusInvaded:SeasonSpring:Live_BiomassHigh         116.16     22.60    73.55
## StatusInvaded:SeasonWinter:Live_BiomassHigh         122.44     22.88    77.06
## StatusInvaded:SeasonSpring:Dead_BiomassLow          197.14     19.81   158.09
## StatusInvaded:SeasonWinter:Dead_BiomassLow          -13.07     20.18   -52.76
## StatusInvaded:SeasonSpring:Dead_BiomassHigh        -380.14     18.26  -415.42
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          16.97     20.01   -22.37
## StatusInvaded:SeasonSpring:Litter_BiomassLow        246.93     21.20   205.81
## StatusInvaded:SeasonWinter:Litter_BiomassLow       -113.43     21.71  -156.78
## StatusInvaded:SeasonSpring:Litter_BiomassHigh       433.62     21.91   390.52
## StatusInvaded:SeasonWinter:Litter_BiomassHigh      -336.83     19.55  -376.02
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                           699.62 1.00     2497
## StatusInvaded                                       229.59 1.00     2032
## SeasonSpring                                        699.09 1.00     2494
## SeasonWinter                                        254.47 1.00     2944
## Live_Fuel_MoistureLow                                17.15 1.00     3100
## Live_Fuel_MoistureHigh                             -223.55 1.00     2474
## Dead_Fuel_MoistureLow                               242.97 1.00     4168
## Dead_Fuel_MoistureHigh                             -442.36 1.00     2961
## Live_BiomassLow                                      65.01 1.00     3271
## Live_BiomassHigh                                    -24.49 1.00     3387
## Dead_BiomassLow                                     -13.40 1.00     3275
## Dead_BiomassHigh                                     98.81 1.00     3079
## Litter_BiomassLow                                  -283.89 1.00     3220
## Litter_BiomassHigh                                  186.98 1.00     3484
## StatusInvaded:SeasonSpring                          393.46 1.00     2140
## StatusInvaded:SeasonWinter                          546.58 1.00     2128
## StatusInvaded:Live_Fuel_MoistureLow                 174.28 1.00     3094
## StatusInvaded:Live_Fuel_MoistureHigh                 56.60 1.00     2508
## SeasonSpring:Live_Fuel_MoistureLow                  501.95 1.00     3788
## SeasonWinter:Live_Fuel_MoistureLow                  735.39 1.00     3869
## SeasonSpring:Live_Fuel_MoistureHigh                -322.32 1.00     3026
## SeasonWinter:Live_Fuel_MoistureHigh                -260.12 1.00     3374
## StatusInvaded:Dead_Fuel_MoistureLow                 114.50 1.00     3188
## StatusInvaded:Dead_Fuel_MoistureHigh                  8.78 1.00     2545
## SeasonSpring:Dead_Fuel_MoistureLow                   64.97 1.00     4235
## SeasonWinter:Dead_Fuel_MoistureLow                  148.31 1.00     4192
## SeasonSpring:Dead_Fuel_MoistureHigh                 323.10 1.00     3262
## SeasonWinter:Dead_Fuel_MoistureHigh                -343.02 1.00     3380
## StatusInvaded:Live_BiomassLow                      -102.64 1.00     2912
## StatusInvaded:Live_BiomassHigh                      137.61 1.00     2988
## SeasonSpring:Live_BiomassLow                         44.44 1.00     3875
## SeasonWinter:Live_BiomassLow                         20.42 1.00     3660
## SeasonSpring:Live_BiomassHigh                        29.97 1.00     3546
## SeasonWinter:Live_BiomassHigh                        29.86 1.00     3442
## StatusInvaded:Dead_BiomassLow                      -240.50 1.00     2711
## StatusInvaded:Dead_BiomassHigh                      481.65 1.00     2805
## SeasonSpring:Dead_BiomassLow                        -34.82 1.00     3434
## SeasonWinter:Dead_BiomassLow                         -1.07 1.00     3757
## SeasonSpring:Dead_BiomassHigh                        64.88 1.00     3500
## SeasonWinter:Dead_BiomassHigh                        86.14 1.00     3782
## StatusInvaded:Litter_BiomassLow                    -151.34 1.00     2593
## StatusInvaded:Litter_BiomassHigh                    535.07 1.00     3309
## SeasonSpring:Litter_BiomassLow                     -170.68 1.00     3500
## SeasonWinter:Litter_BiomassLow                       32.60 1.00     3385
## SeasonSpring:Litter_BiomassHigh                     254.65 1.00     4125
## SeasonWinter:Litter_BiomassHigh                     192.27 1.00     3826
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow   1607.67 1.00     4717
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow   -424.00 1.00     3514
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh   380.75 1.00     2873
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh   205.43 1.00     2752
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow   -197.74 1.00     3484
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.05 1.00     3731
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh   -41.54 1.00     3175
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh    27.03 1.00     3397
## StatusInvaded:SeasonSpring:Live_BiomassLow         -105.36 1.00     3193
## StatusInvaded:SeasonWinter:Live_BiomassLow          -32.39 1.00     3308
## StatusInvaded:SeasonSpring:Live_BiomassHigh         160.30 1.00     2975
## StatusInvaded:SeasonWinter:Live_BiomassHigh         166.16 1.00     2719
## StatusInvaded:SeasonSpring:Dead_BiomassLow          235.92 1.00     3277
## StatusInvaded:SeasonWinter:Dead_BiomassLow           26.35 1.00     3367
## StatusInvaded:SeasonSpring:Dead_BiomassHigh        -344.10 1.00     2867
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          56.08 1.00     3137
## StatusInvaded:SeasonSpring:Litter_BiomassLow        288.03 1.00     2847
## StatusInvaded:SeasonWinter:Litter_BiomassLow        -71.87 1.00     2990
## StatusInvaded:SeasonSpring:Litter_BiomassHigh       475.79 1.00     3743
## StatusInvaded:SeasonWinter:Litter_BiomassHigh      -299.23 1.00     3746
##                                                   Tail_ESS
## Intercept                                             2924
## StatusInvaded                                         2424
## SeasonSpring                                          2557
## SeasonWinter                                          3031
## Live_Fuel_MoistureLow                                 2935
## Live_Fuel_MoistureHigh                                2585
## Dead_Fuel_MoistureLow                                 3421
## Dead_Fuel_MoistureHigh                                2603
## Live_BiomassLow                                       3207
## Live_BiomassHigh                                      3287
## Dead_BiomassLow                                       2911
## Dead_BiomassHigh                                      3464
## Litter_BiomassLow                                     2961
## Litter_BiomassHigh                                    3599
## StatusInvaded:SeasonSpring                            2601
## StatusInvaded:SeasonWinter                            2973
## StatusInvaded:Live_Fuel_MoistureLow                   3276
## StatusInvaded:Live_Fuel_MoistureHigh                  2909
## SeasonSpring:Live_Fuel_MoistureLow                    3248
## SeasonWinter:Live_Fuel_MoistureLow                    3335
## SeasonSpring:Live_Fuel_MoistureHigh                   2944
## SeasonWinter:Live_Fuel_MoistureHigh                   3058
## StatusInvaded:Dead_Fuel_MoistureLow                   3324
## StatusInvaded:Dead_Fuel_MoistureHigh                  2977
## SeasonSpring:Dead_Fuel_MoistureLow                    2986
## SeasonWinter:Dead_Fuel_MoistureLow                    3305
## SeasonSpring:Dead_Fuel_MoistureHigh                   2984
## SeasonWinter:Dead_Fuel_MoistureHigh                   3000
## StatusInvaded:Live_BiomassLow                         3321
## StatusInvaded:Live_BiomassHigh                        3189
## SeasonSpring:Live_BiomassLow                          3449
## SeasonWinter:Live_BiomassLow                          3321
## SeasonSpring:Live_BiomassHigh                         3393
## SeasonWinter:Live_BiomassHigh                         3346
## StatusInvaded:Dead_BiomassLow                         2870
## StatusInvaded:Dead_BiomassHigh                        3366
## SeasonSpring:Dead_BiomassLow                          3275
## SeasonWinter:Dead_BiomassLow                          3344
## SeasonSpring:Dead_BiomassHigh                         3329
## SeasonWinter:Dead_BiomassHigh                         3578
## StatusInvaded:Litter_BiomassLow                       2840
## StatusInvaded:Litter_BiomassHigh                      3391
## SeasonSpring:Litter_BiomassLow                        2973
## SeasonWinter:Litter_BiomassLow                        3120
## SeasonSpring:Litter_BiomassHigh                       3648
## SeasonWinter:Litter_BiomassHigh                       3389
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3159
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      3206
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     2679
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     3171
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow      2558
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      3478
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     2978
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     3221
## StatusInvaded:SeasonSpring:Live_BiomassLow            3208
## StatusInvaded:SeasonWinter:Live_BiomassLow            3000
## StatusInvaded:SeasonSpring:Live_BiomassHigh           3195
## StatusInvaded:SeasonWinter:Live_BiomassHigh           3014
## StatusInvaded:SeasonSpring:Dead_BiomassLow            3194
## StatusInvaded:SeasonWinter:Dead_BiomassLow            3294
## StatusInvaded:SeasonSpring:Dead_BiomassHigh           3091
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           3162
## StatusInvaded:SeasonSpring:Litter_BiomassLow          2973
## StatusInvaded:SeasonWinter:Litter_BiomassLow          2955
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         3382
## StatusInvaded:SeasonWinter:Litter_BiomassHigh         3019
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma    73.68      2.52    68.77    78.70 1.00     4544     2724
## nu        1.13      0.04     1.05     1.21 1.00     4453     2278
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Surface Fireline Intensity Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
## <div id="vpfcdoucmg" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
##   <style>#vpfcdoucmg table {
##   font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji';
##   -webkit-font-smoothing: antialiased;
##   -moz-osx-font-smoothing: grayscale;
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##   <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Surface Fireline Intensity (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
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##   </thead>
##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">682.11</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">8.90</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">663.92</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">699.62</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">High Dead Biomass</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right" style="font-weight: bold;">84.63</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.87</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">71.24</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">98.81</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">−466.30</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.88</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−490.50</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−442.36</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">High Litter Biomass</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">173.30</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.04</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">159.48</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">186.98</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">High Live Biomass</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right" style="font-weight: bold;">−37.53</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.99</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−50.87</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−24.49</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right" style="font-weight: bold;">−238.92</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.57</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−254.29</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−223.55</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">Low Dead Biomass</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right" style="font-weight: bold;">−26.85</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.75</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−40.08</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−13.40</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right" style="font-weight: bold;">231.22</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.12</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">219.66</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">242.97</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Low Litter Biomass</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">−299.55</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.50</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−314.34</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−283.89</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Low Live Biomass</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">51.06</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.94</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">36.97</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">65.01</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right">3.38</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right">7.36</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right">−10.81</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right">17.15</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right">0.679</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right" style="font-weight: bold;">671.05</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right" style="font-weight: bold;">13.89</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">644.19</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">699.09</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right" style="font-weight: bold;">43.25</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.35</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">20.75</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">64.88</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">293.59</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">15.06</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">263.56</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">323.10</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right" style="font-weight: bold;">232.28</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.71</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">209.69</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">254.65</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Biomass</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right">8.59</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right">10.90</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right">−13.20</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right">29.97</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right">0.786</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right" style="font-weight: bold;">−348.70</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.88</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−374.90</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−322.32</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right" style="font-weight: bold;">−56.61</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.19</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−78.80</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−34.82</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right" style="font-weight: bold;">39.88</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.95</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">13.15</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">64.97</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right" style="font-weight: bold;">−194.79</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.19</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−218.80</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−170.68</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right">21.24</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right">11.47</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right">−1.26</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right">44.44</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right">0.968</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right" style="font-weight: bold;">479.17</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.59</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">456.21</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">501.95</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right" style="font-weight: bold;">226.24</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.19</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">198.03</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">254.47</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">64.12</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.67</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">41.06</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">86.14</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">−381.42</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.73</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−420.69</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−343.02</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right" style="font-weight: bold;">168.20</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.84</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">143.47</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">192.27</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Biomass</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right">7.92</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right">11.50</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right">−13.93</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right">29.86</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right">0.755</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right" style="font-weight: bold;">−283.24</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.71</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−306.02</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−260.12</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right" style="font-weight: bold;">−22.36</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.06</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−44.12</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.07</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.019</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right" style="font-weight: bold;">125.29</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right" style="font-weight: bold;">10.89</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">104.18</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">148.31</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_31" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_31 Estimate" class="gt_row gt_right">9.84</td>
## <td headers="stub_1_31 Est. Error" class="gt_row gt_right">11.55</td>
## <td headers="stub_1_31 95% CI (Lower)" class="gt_row gt_right">−13.08</td>
## <td headers="stub_1_31 95% CI (Upper)" class="gt_row gt_right">32.60</td>
## <td headers="stub_1_31 Probability > 0" class="gt_row gt_right">0.807</td></tr>
##     <tr><th id="stub_1_32" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_32 Estimate" class="gt_row gt_right">−2.12</td>
## <td headers="stub_1_32 Est. Error" class="gt_row gt_right">11.44</td>
## <td headers="stub_1_32 95% CI (Lower)" class="gt_row gt_right">−24.07</td>
## <td headers="stub_1_32 95% CI (Upper)" class="gt_row gt_right">20.42</td>
## <td headers="stub_1_32 Probability > 0" class="gt_row gt_right">0.428</td></tr>
##     <tr><th id="stub_1_33" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_33 Estimate" class="gt_row gt_right" style="font-weight: bold;">709.91</td>
## <td headers="stub_1_33 Est. Error" class="gt_row gt_right" style="font-weight: bold;">13.20</td>
## <td headers="stub_1_33 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">684.38</td>
## <td headers="stub_1_33 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">735.39</td>
## <td headers="stub_1_33 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_34" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_34 Estimate" class="gt_row gt_right" style="font-weight: bold;">196.99</td>
## <td headers="stub_1_34 Est. Error" class="gt_row gt_right" style="font-weight: bold;">17.36</td>
## <td headers="stub_1_34 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">163.83</td>
## <td headers="stub_1_34 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">229.59</td>
## <td headers="stub_1_34 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_35" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Biomass</th>
## <td headers="stub_1_35 Estimate" class="gt_row gt_right" style="font-weight: bold;">455.56</td>
## <td headers="stub_1_35 Est. Error" class="gt_row gt_right" style="font-weight: bold;">13.13</td>
## <td headers="stub_1_35 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">430.30</td>
## <td headers="stub_1_35 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">481.65</td>
## <td headers="stub_1_35 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_36" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_36 Estimate" class="gt_row gt_right">−27.18</td>
## <td headers="stub_1_36 Est. Error" class="gt_row gt_right">17.59</td>
## <td headers="stub_1_36 95% CI (Lower)" class="gt_row gt_right">−62.75</td>
## <td headers="stub_1_36 95% CI (Upper)" class="gt_row gt_right">8.78</td>
## <td headers="stub_1_36 Probability > 0" class="gt_row gt_right">0.068</td></tr>
##     <tr><th id="stub_1_37" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Litter Biomass</th>
## <td headers="stub_1_37 Estimate" class="gt_row gt_right" style="font-weight: bold;">510.00</td>
## <td headers="stub_1_37 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.56</td>
## <td headers="stub_1_37 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">485.60</td>
## <td headers="stub_1_37 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">535.07</td>
## <td headers="stub_1_37 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_38" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Biomass</th>
## <td headers="stub_1_38 Estimate" class="gt_row gt_right" style="font-weight: bold;">102.10</td>
## <td headers="stub_1_38 Est. Error" class="gt_row gt_right" style="font-weight: bold;">18.46</td>
## <td headers="stub_1_38 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">64.27</td>
## <td headers="stub_1_38 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">137.61</td>
## <td headers="stub_1_38 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_39" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_39 Estimate" class="gt_row gt_right" style="font-weight: bold;">29.26</td>
## <td headers="stub_1_39 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.00</td>
## <td headers="stub_1_39 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.72</td>
## <td headers="stub_1_39 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">56.60</td>
## <td headers="stub_1_39 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.981</td></tr>
##     <tr><th id="stub_1_40" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Biomass</th>
## <td headers="stub_1_40 Estimate" class="gt_row gt_right" style="font-weight: bold;">−269.91</td>
## <td headers="stub_1_40 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.44</td>
## <td headers="stub_1_40 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−300.08</td>
## <td headers="stub_1_40 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−240.50</td>
## <td headers="stub_1_40 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_41" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_41 Estimate" class="gt_row gt_right" style="font-weight: bold;">89.17</td>
## <td headers="stub_1_41 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.20</td>
## <td headers="stub_1_41 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">64.65</td>
## <td headers="stub_1_41 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">114.50</td>
## <td headers="stub_1_41 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_42" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Litter Biomass</th>
## <td headers="stub_1_42 Estimate" class="gt_row gt_right" style="font-weight: bold;">−185.02</td>
## <td headers="stub_1_42 Est. Error" class="gt_row gt_right" style="font-weight: bold;">16.26</td>
## <td headers="stub_1_42 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−216.40</td>
## <td headers="stub_1_42 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−151.34</td>
## <td headers="stub_1_42 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_43" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Biomass</th>
## <td headers="stub_1_43 Estimate" class="gt_row gt_right" style="font-weight: bold;">−130.98</td>
## <td headers="stub_1_43 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.74</td>
## <td headers="stub_1_43 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−159.21</td>
## <td headers="stub_1_43 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−102.64</td>
## <td headers="stub_1_43 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_44" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_44 Estimate" class="gt_row gt_right" style="font-weight: bold;">148.81</td>
## <td headers="stub_1_44 Est. Error" class="gt_row gt_right" style="font-weight: bold;">13.02</td>
## <td headers="stub_1_44 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">123.26</td>
## <td headers="stub_1_44 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">174.28</td>
## <td headers="stub_1_44 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_45" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_45 Estimate" class="gt_row gt_right" style="font-weight: bold;">349.45</td>
## <td headers="stub_1_45 Est. Error" class="gt_row gt_right" style="font-weight: bold;">23.18</td>
## <td headers="stub_1_45 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">304.41</td>
## <td headers="stub_1_45 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">393.46</td>
## <td headers="stub_1_45 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_46" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_46 Estimate" class="gt_row gt_right" style="font-weight: bold;">−380.42</td>
## <td headers="stub_1_46 Est. Error" class="gt_row gt_right" style="font-weight: bold;">17.84</td>
## <td headers="stub_1_46 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−415.42</td>
## <td headers="stub_1_46 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−344.10</td>
## <td headers="stub_1_46 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_47" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_47 Estimate" class="gt_row gt_right" style="font-weight: bold;">−87.23</td>
## <td headers="stub_1_47 Est. Error" class="gt_row gt_right" style="font-weight: bold;">23.28</td>
## <td headers="stub_1_47 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−135.19</td>
## <td headers="stub_1_47 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−41.54</td>
## <td headers="stub_1_47 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_48" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_48 Estimate" class="gt_row gt_right" style="font-weight: bold;">433.97</td>
## <td headers="stub_1_48 Est. Error" class="gt_row gt_right" style="font-weight: bold;">21.90</td>
## <td headers="stub_1_48 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">390.52</td>
## <td headers="stub_1_48 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">475.79</td>
## <td headers="stub_1_48 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_49" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Biomass</th>
## <td headers="stub_1_49 Estimate" class="gt_row gt_right" style="font-weight: bold;">116.20</td>
## <td headers="stub_1_49 Est. Error" class="gt_row gt_right" style="font-weight: bold;">23.37</td>
## <td headers="stub_1_49 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">73.55</td>
## <td headers="stub_1_49 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">160.30</td>
## <td headers="stub_1_49 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_50" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_50 Estimate" class="gt_row gt_right" style="font-weight: bold;">342.14</td>
## <td headers="stub_1_50 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.12</td>
## <td headers="stub_1_50 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">303.61</td>
## <td headers="stub_1_50 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">380.75</td>
## <td headers="stub_1_50 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_51" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_51 Estimate" class="gt_row gt_right" style="font-weight: bold;">197.18</td>
## <td headers="stub_1_51 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.53</td>
## <td headers="stub_1_51 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">158.09</td>
## <td headers="stub_1_51 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">235.92</td>
## <td headers="stub_1_51 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_52" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_52 Estimate" class="gt_row gt_right" style="font-weight: bold;">−235.67</td>
## <td headers="stub_1_52 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.15</td>
## <td headers="stub_1_52 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−273.88</td>
## <td headers="stub_1_52 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−197.74</td>
## <td headers="stub_1_52 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_53" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_53 Estimate" class="gt_row gt_right" style="font-weight: bold;">246.99</td>
## <td headers="stub_1_53 Est. Error" class="gt_row gt_right" style="font-weight: bold;">21.25</td>
## <td headers="stub_1_53 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">205.81</td>
## <td headers="stub_1_53 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">288.03</td>
## <td headers="stub_1_53 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_54" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_54 Estimate" class="gt_row gt_right" style="font-weight: bold;">−144.22</td>
## <td headers="stub_1_54 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.73</td>
## <td headers="stub_1_54 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−183.31</td>
## <td headers="stub_1_54 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−105.36</td>
## <td headers="stub_1_54 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_55" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_55 Estimate" class="gt_row gt_right" style="font-weight: bold;">1,539.37</td>
## <td headers="stub_1_55 Est. Error" class="gt_row gt_right" style="font-weight: bold;">37.56</td>
## <td headers="stub_1_55 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1,463.14</td>
## <td headers="stub_1_55 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1,607.67</td>
## <td headers="stub_1_55 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_56" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_56 Estimate" class="gt_row gt_right" style="font-weight: bold;">499.73</td>
## <td headers="stub_1_56 Est. Error" class="gt_row gt_right" style="font-weight: bold;">23.36</td>
## <td headers="stub_1_56 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">454.55</td>
## <td headers="stub_1_56 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">546.58</td>
## <td headers="stub_1_56 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_57" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_57 Estimate" class="gt_row gt_right">17.21</td>
## <td headers="stub_1_57 Est. Error" class="gt_row gt_right">19.89</td>
## <td headers="stub_1_57 95% CI (Lower)" class="gt_row gt_right">−22.37</td>
## <td headers="stub_1_57 95% CI (Upper)" class="gt_row gt_right">56.08</td>
## <td headers="stub_1_57 Probability > 0" class="gt_row gt_right">0.801</td></tr>
##     <tr><th id="stub_1_58" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_58 Estimate" class="gt_row gt_right">−26.06</td>
## <td headers="stub_1_58 Est. Error" class="gt_row gt_right">27.73</td>
## <td headers="stub_1_58 95% CI (Lower)" class="gt_row gt_right">−82.26</td>
## <td headers="stub_1_58 95% CI (Upper)" class="gt_row gt_right">27.03</td>
## <td headers="stub_1_58 Probability > 0" class="gt_row gt_right">0.166</td></tr>
##     <tr><th id="stub_1_59" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_59 Estimate" class="gt_row gt_right" style="font-weight: bold;">−336.45</td>
## <td headers="stub_1_59 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.78</td>
## <td headers="stub_1_59 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−376.02</td>
## <td headers="stub_1_59 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−299.23</td>
## <td headers="stub_1_59 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_60" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Biomass</th>
## <td headers="stub_1_60 Estimate" class="gt_row gt_right" style="font-weight: bold;">122.61</td>
## <td headers="stub_1_60 Est. Error" class="gt_row gt_right" style="font-weight: bold;">22.59</td>
## <td headers="stub_1_60 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">77.06</td>
## <td headers="stub_1_60 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">166.16</td>
## <td headers="stub_1_60 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_61" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_61 Estimate" class="gt_row gt_right" style="font-weight: bold;">168.36</td>
## <td headers="stub_1_61 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.50</td>
## <td headers="stub_1_61 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">129.84</td>
## <td headers="stub_1_61 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">205.43</td>
## <td headers="stub_1_61 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_62" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_62 Estimate" class="gt_row gt_right">−13.17</td>
## <td headers="stub_1_62 Est. Error" class="gt_row gt_right">20.24</td>
## <td headers="stub_1_62 95% CI (Lower)" class="gt_row gt_right">−52.76</td>
## <td headers="stub_1_62 95% CI (Upper)" class="gt_row gt_right">26.35</td>
## <td headers="stub_1_62 Probability > 0" class="gt_row gt_right">0.262</td></tr>
##     <tr><th id="stub_1_63" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_63 Estimate" class="gt_row gt_right" style="font-weight: bold;">−37.04</td>
## <td headers="stub_1_63 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.32</td>
## <td headers="stub_1_63 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−74.51</td>
## <td headers="stub_1_63 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_63 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.024</td></tr>
##     <tr><th id="stub_1_64" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_64 Estimate" class="gt_row gt_right" style="font-weight: bold;">−113.06</td>
## <td headers="stub_1_64 Est. Error" class="gt_row gt_right" style="font-weight: bold;">22.15</td>
## <td headers="stub_1_64 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−156.78</td>
## <td headers="stub_1_64 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−71.87</td>
## <td headers="stub_1_64 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_65" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_65 Estimate" class="gt_row gt_right" style="font-weight: bold;">−72.63</td>
## <td headers="stub_1_65 Est. Error" class="gt_row gt_right" style="font-weight: bold;">20.12</td>
## <td headers="stub_1_65 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−111.14</td>
## <td headers="stub_1_65 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−32.39</td>
## <td headers="stub_1_65 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_66" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_66 Estimate" class="gt_row gt_right" style="font-weight: bold;">−463.93</td>
## <td headers="stub_1_66 Est. Error" class="gt_row gt_right" style="font-weight: bold;">20.34</td>
## <td headers="stub_1_66 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−504.71</td>
## <td headers="stub_1_66 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−424.00</td>
## <td headers="stub_1_66 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

FI Conditional Effects

## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Fireline Intensity Posterior Probabilities

post_S_FI <- posterior_samples(S_FI_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_S_FI)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_Live_BiomassLow"                                  
## [10] "b_Live_BiomassHigh"                                 
## [11] "b_Dead_BiomassLow"                                  
## [12] "b_Dead_BiomassHigh"                                 
## [13] "b_Litter_BiomassLow"                                
## [14] "b_Litter_BiomassHigh"                               
## [15] "b_StatusInvaded:SeasonSpring"                       
## [16] "b_StatusInvaded:SeasonWinter"                       
## [17] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [18] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [19] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [20] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [21] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [22] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [23] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [24] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [25] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [26] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [27] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [28] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [29] "b_StatusInvaded:Live_BiomassLow"                    
## [30] "b_StatusInvaded:Live_BiomassHigh"                   
## [31] "b_SeasonSpring:Live_BiomassLow"                     
## [32] "b_SeasonWinter:Live_BiomassLow"                     
## [33] "b_SeasonSpring:Live_BiomassHigh"                    
## [34] "b_SeasonWinter:Live_BiomassHigh"                    
## [35] "b_StatusInvaded:Dead_BiomassLow"                    
## [36] "b_StatusInvaded:Dead_BiomassHigh"                   
## [37] "b_SeasonSpring:Dead_BiomassLow"                     
## [38] "b_SeasonWinter:Dead_BiomassLow"                     
## [39] "b_SeasonSpring:Dead_BiomassHigh"                    
## [40] "b_SeasonWinter:Dead_BiomassHigh"                    
## [41] "b_StatusInvaded:Litter_BiomassLow"                  
## [42] "b_StatusInvaded:Litter_BiomassHigh"                 
## [43] "b_SeasonSpring:Litter_BiomassLow"                   
## [44] "b_SeasonWinter:Litter_BiomassLow"                   
## [45] "b_SeasonSpring:Litter_BiomassHigh"                  
## [46] "b_SeasonWinter:Litter_BiomassHigh"                  
## [47] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [48] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [49] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [50] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [51] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [52] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [53] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [54] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [55] "b_StatusInvaded:SeasonSpring:Live_BiomassLow"       
## [56] "b_StatusInvaded:SeasonWinter:Live_BiomassLow"       
## [57] "b_StatusInvaded:SeasonSpring:Live_BiomassHigh"      
## [58] "b_StatusInvaded:SeasonWinter:Live_BiomassHigh"      
## [59] "b_StatusInvaded:SeasonSpring:Dead_BiomassLow"       
## [60] "b_StatusInvaded:SeasonWinter:Dead_BiomassLow"       
## [61] "b_StatusInvaded:SeasonSpring:Dead_BiomassHigh"      
## [62] "b_StatusInvaded:SeasonWinter:Dead_BiomassHigh"      
## [63] "b_StatusInvaded:SeasonSpring:Litter_BiomassLow"     
## [64] "b_StatusInvaded:SeasonWinter:Litter_BiomassLow"     
## [65] "b_StatusInvaded:SeasonSpring:Litter_BiomassHigh"    
## [66] "b_StatusInvaded:SeasonWinter:Litter_BiomassHigh"    
## [67] "sigma"                                              
## [68] "nu"                                                 
## [69] "Intercept"                                          
## [70] "lprior"                                             
## [71] "lp__"
mean(post_S_FI$b_StatusInvaded > 0)
## [1] 1
mean(post_S_FI$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_S_FI$b_Live_Fuel_MoistureLow > 0)
## [1] 0.6795
mean(post_S_FI$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_S_FI$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_S_FI$b_Live_BiomassHigh > 0)
## [1] 0
mean(post_S_FI$b_Live_BiomassLow > 0)
## [1] 1
mean(post_S_FI$b_Dead_BiomassHigh > 0)
## [1] 1
mean(post_S_FI$b_Dead_BiomassLow > 0)
## [1] 0
mean(post_S_FI$b_Litter_BiomassHigh > 0)
## [1] 1
mean(post_S_FI$b_Litter_BiomassLow > 0)
## [1] 0
mean(post_S_FI$b_SeasonSpring > 0)
## [1] 1
mean(post_S_FI$b_SeasonWinter > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 0.98075
mean(post_S_FI$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 0.06825
mean(post_S_FI$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:Live_BiomassHigh' > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:Live_BiomassLow' > 0)
## [1] 0
mean(post_S_FI$'b_StatusInvaded:Dead_BiomassHigh' > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:Dead_BiomassLow' > 0)
## [1] 0
mean(post_S_FI$'b_StatusInvaded:Litter_BiomassHigh' > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:Litter_BiomassLow' > 0)
## [1] 0
mean(post_S_FI$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 1
mean(post_S_FI$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 1

GLMM Crown Transition Ratio

Crown Transition Ratio Model Comparison

##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: C_TR ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture + Status * Season * Live_Biomass + Status * Season * Dead_Biomass + Status * Season * Litter_Biomass + Status * Season * TreeBH 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                             0.40      0.02     0.37
## StatusInvaded                                         0.08      0.03     0.02
## SeasonSpring                                          0.60      0.02     0.56
## SeasonWinter                                          0.16      0.03     0.11
## Live_Fuel_MoistureLow                                 0.01      0.00    -0.00
## Live_Fuel_MoistureHigh                               -0.05      0.01    -0.06
## Dead_Fuel_MoistureLow                                 0.05      0.00     0.04
## Dead_Fuel_MoistureHigh                               -0.13      0.01    -0.14
## Live_BiomassLow                                       0.01      0.00     0.00
## Live_BiomassHigh                                     -0.01      0.00    -0.02
## Dead_BiomassLow                                      -0.01      0.00    -0.02
## Dead_BiomassHigh                                      0.02      0.00     0.01
## Litter_BiomassLow                                    -0.06      0.00    -0.07
## Litter_BiomassHigh                                    0.04      0.00     0.03
## TreeBH                                               -0.03      0.00    -0.03
## StatusInvaded:SeasonSpring                            0.63      0.04     0.56
## StatusInvaded:SeasonWinter                            0.46      0.04     0.38
## StatusInvaded:Live_Fuel_MoistureLow                   0.03      0.01     0.01
## StatusInvaded:Live_Fuel_MoistureHigh                  0.00      0.01    -0.01
## SeasonSpring:Live_Fuel_MoistureLow                    0.11      0.01     0.10
## SeasonWinter:Live_Fuel_MoistureLow                    0.15      0.01     0.14
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.10      0.01    -0.12
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.07      0.01    -0.08
## StatusInvaded:Dead_Fuel_MoistureLow                   0.02      0.01     0.01
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.01      0.01    -0.00
## SeasonSpring:Dead_Fuel_MoistureLow                    0.04      0.01     0.02
## SeasonWinter:Dead_Fuel_MoistureLow                    0.05      0.01     0.04
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.09      0.01     0.07
## SeasonWinter:Dead_Fuel_MoistureHigh                  -0.11      0.01    -0.13
## StatusInvaded:Live_BiomassLow                        -0.02      0.01    -0.03
## StatusInvaded:Live_BiomassHigh                       -0.01      0.01    -0.03
## SeasonSpring:Live_BiomassLow                          0.01      0.01    -0.01
## SeasonWinter:Live_BiomassLow                          0.00      0.01    -0.02
## SeasonSpring:Live_BiomassHigh                         0.00      0.01    -0.01
## SeasonWinter:Live_BiomassHigh                         0.00      0.01    -0.01
## StatusInvaded:Dead_BiomassLow                        -0.06      0.01    -0.08
## StatusInvaded:Dead_BiomassHigh                        0.11      0.01     0.09
## SeasonSpring:Dead_BiomassLow                         -0.02      0.01    -0.03
## SeasonWinter:Dead_BiomassLow                         -0.00      0.01    -0.02
## SeasonSpring:Dead_BiomassHigh                         0.01      0.01    -0.00
## SeasonWinter:Dead_BiomassHigh                         0.01      0.01    -0.00
## StatusInvaded:Litter_BiomassLow                      -0.05      0.01    -0.07
## StatusInvaded:Litter_BiomassHigh                      0.12      0.01     0.11
## SeasonSpring:Litter_BiomassLow                       -0.06      0.01    -0.07
## SeasonWinter:Litter_BiomassLow                        0.01      0.01    -0.00
## SeasonSpring:Litter_BiomassHigh                       0.07      0.01     0.06
## SeasonWinter:Litter_BiomassHigh                       0.03      0.01     0.02
## StatusInvaded:TreeBH                                 -0.00      0.00    -0.01
## SeasonSpring:TreeBH                                  -0.05      0.00    -0.05
## SeasonWinter:TreeBH                                  -0.01      0.00    -0.02
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.34      0.02     0.31
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -0.09      0.01    -0.11
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.07      0.01     0.04
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.04      0.01     0.01
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.06      0.01    -0.09
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.02      0.01    -0.04
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.09      0.01    -0.12
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.00      0.01    -0.03
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.09      0.01    -0.12
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.04      0.01    -0.06
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.12      0.01     0.09
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.05      0.01     0.03
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.03      0.01     0.01
## StatusInvaded:SeasonWinter:Dead_BiomassLow           -0.00      0.01    -0.03
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.07      0.01    -0.10
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           0.00      0.01    -0.02
## StatusInvaded:SeasonSpring:Litter_BiomassLow         -0.00      0.01    -0.03
## StatusInvaded:SeasonWinter:Litter_BiomassLow         -0.03      0.01    -0.06
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.04      0.01     0.02
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.08      0.01    -0.10
## StatusInvaded:SeasonSpring:TreeBH                    -0.05      0.00    -0.06
## StatusInvaded:SeasonWinter:TreeBH                    -0.04      0.00    -0.05
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                             0.44 1.00     1602
## StatusInvaded                                         0.13 1.00     1513
## SeasonSpring                                          0.65 1.00     1548
## SeasonWinter                                          0.21 1.00     1642
## Live_Fuel_MoistureLow                                 0.02 1.00     2128
## Live_Fuel_MoistureHigh                               -0.04 1.00     2166
## Dead_Fuel_MoistureLow                                 0.06 1.00     2672
## Dead_Fuel_MoistureHigh                               -0.12 1.00     2150
## Live_BiomassLow                                       0.02 1.00     2260
## Live_BiomassHigh                                      0.00 1.00     2241
## Dead_BiomassLow                                       0.00 1.00     2696
## Dead_BiomassHigh                                      0.03 1.00     2801
## Litter_BiomassLow                                    -0.06 1.00     2136
## Litter_BiomassHigh                                    0.05 1.00     2954
## TreeBH                                               -0.02 1.00     1801
## StatusInvaded:SeasonSpring                            0.70 1.00     1624
## StatusInvaded:SeasonWinter                            0.55 1.00     1675
## StatusInvaded:Live_Fuel_MoistureLow                   0.04 1.00     2191
## StatusInvaded:Live_Fuel_MoistureHigh                  0.02 1.00     1946
## SeasonSpring:Live_Fuel_MoistureLow                    0.13 1.00     2841
## SeasonWinter:Live_Fuel_MoistureLow                    0.17 1.00     2348
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.08 1.00     2485
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.05 1.00     2194
## StatusInvaded:Dead_Fuel_MoistureLow                   0.04 1.00     2361
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.03 1.00     1898
## SeasonSpring:Dead_Fuel_MoistureLow                    0.05 1.00     2879
## SeasonWinter:Dead_Fuel_MoistureLow                    0.07 1.00     3039
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.11 1.00     2461
## SeasonWinter:Dead_Fuel_MoistureHigh                  -0.09 1.00     2620
## StatusInvaded:Live_BiomassLow                        -0.00 1.00     1888
## StatusInvaded:Live_BiomassHigh                        0.01 1.00     1868
## SeasonSpring:Live_BiomassLow                          0.02 1.00     2642
## SeasonWinter:Live_BiomassLow                          0.02 1.00     2671
## SeasonSpring:Live_BiomassHigh                         0.02 1.00     2648
## SeasonWinter:Live_BiomassHigh                         0.02 1.00     2432
## StatusInvaded:Dead_BiomassLow                        -0.05 1.00     2305
## StatusInvaded:Dead_BiomassHigh                        0.13 1.00     2430
## SeasonSpring:Dead_BiomassLow                         -0.00 1.00     3334
## SeasonWinter:Dead_BiomassLow                          0.01 1.00     2531
## SeasonSpring:Dead_BiomassHigh                         0.03 1.00     3315
## SeasonWinter:Dead_BiomassHigh                         0.03 1.00     2742
## StatusInvaded:Litter_BiomassLow                      -0.03 1.00     1700
## StatusInvaded:Litter_BiomassHigh                      0.14 1.00     2765
## SeasonSpring:Litter_BiomassLow                       -0.04 1.00     2431
## SeasonWinter:Litter_BiomassLow                        0.03 1.00     1963
## SeasonSpring:Litter_BiomassHigh                       0.09 1.00     3107
## SeasonWinter:Litter_BiomassHigh                       0.05 1.00     3067
## StatusInvaded:TreeBH                                  0.00 1.00     1771
## SeasonSpring:TreeBH                                  -0.05 1.00     1967
## SeasonWinter:TreeBH                                  -0.01 1.00     1853
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.37 1.00     2735
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -0.06 1.00     2199
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.09 1.00     2395
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.06 1.00     2074
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.04 1.00     2803
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      0.00 1.00     2699
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.07 1.00     2064
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.03 1.00     2300
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.07 1.00     2309
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.01 1.00     2095
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.15 1.00     2759
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.08 1.00     2105
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.06 1.00     2649
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.02 1.00     2456
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.04 1.00     3010
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           0.03 1.00     2540
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.02 1.00     2357
## StatusInvaded:SeasonWinter:Litter_BiomassLow         -0.01 1.00     1882
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.07 1.00     2886
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.05 1.00     2696
## StatusInvaded:SeasonSpring:TreeBH                    -0.05 1.00     1903
## StatusInvaded:SeasonWinter:TreeBH                    -0.03 1.00     1911
##                                                   Tail_ESS
## Intercept                                             2345
## StatusInvaded                                         2158
## SeasonSpring                                          2112
## SeasonWinter                                          2210
## Live_Fuel_MoistureLow                                 2842
## Live_Fuel_MoistureHigh                                2993
## Dead_Fuel_MoistureLow                                 2990
## Dead_Fuel_MoistureHigh                                2773
## Live_BiomassLow                                       2991
## Live_BiomassHigh                                      2664
## Dead_BiomassLow                                       2917
## Dead_BiomassHigh                                      2967
## Litter_BiomassLow                                     2615
## Litter_BiomassHigh                                    2999
## TreeBH                                                2533
## StatusInvaded:SeasonSpring                            2370
## StatusInvaded:SeasonWinter                            2537
## StatusInvaded:Live_Fuel_MoistureLow                   2756
## StatusInvaded:Live_Fuel_MoistureHigh                  2804
## SeasonSpring:Live_Fuel_MoistureLow                    2998
## SeasonWinter:Live_Fuel_MoistureLow                    2880
## SeasonSpring:Live_Fuel_MoistureHigh                   2908
## SeasonWinter:Live_Fuel_MoistureHigh                   2802
## StatusInvaded:Dead_Fuel_MoistureLow                   2708
## StatusInvaded:Dead_Fuel_MoistureHigh                  2587
## SeasonSpring:Dead_Fuel_MoistureLow                    2781
## SeasonWinter:Dead_Fuel_MoistureLow                    3142
## SeasonSpring:Dead_Fuel_MoistureHigh                   2748
## SeasonWinter:Dead_Fuel_MoistureHigh                   2893
## StatusInvaded:Live_BiomassLow                         2765
## StatusInvaded:Live_BiomassHigh                        3065
## SeasonSpring:Live_BiomassLow                          3113
## SeasonWinter:Live_BiomassLow                          3083
## SeasonSpring:Live_BiomassHigh                         2859
## SeasonWinter:Live_BiomassHigh                         2860
## StatusInvaded:Dead_BiomassLow                         2307
## StatusInvaded:Dead_BiomassHigh                        2664
## SeasonSpring:Dead_BiomassLow                          3395
## SeasonWinter:Dead_BiomassLow                          2905
## SeasonSpring:Dead_BiomassHigh                         3065
## SeasonWinter:Dead_BiomassHigh                         2949
## StatusInvaded:Litter_BiomassLow                       2816
## StatusInvaded:Litter_BiomassHigh                      3054
## SeasonSpring:Litter_BiomassLow                        2713
## SeasonWinter:Litter_BiomassLow                        2442
## SeasonSpring:Litter_BiomassHigh                       2818
## SeasonWinter:Litter_BiomassHigh                       3253
## StatusInvaded:TreeBH                                  2726
## SeasonSpring:TreeBH                                   2783
## SeasonWinter:TreeBH                                   2828
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3507
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      2853
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     2852
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     2440
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow      2872
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      3138
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     3049
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     3045
## StatusInvaded:SeasonSpring:Live_BiomassLow            2964
## StatusInvaded:SeasonWinter:Live_BiomassLow            2969
## StatusInvaded:SeasonSpring:Live_BiomassHigh           2883
## StatusInvaded:SeasonWinter:Live_BiomassHigh           2945
## StatusInvaded:SeasonSpring:Dead_BiomassLow            2835
## StatusInvaded:SeasonWinter:Dead_BiomassLow            2451
## StatusInvaded:SeasonSpring:Dead_BiomassHigh           2612
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           2980
## StatusInvaded:SeasonSpring:Litter_BiomassLow          3168
## StatusInvaded:SeasonWinter:Litter_BiomassLow          2853
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         2435
## StatusInvaded:SeasonWinter:Litter_BiomassHigh         3208
## StatusInvaded:SeasonSpring:TreeBH                     2701
## StatusInvaded:SeasonWinter:TreeBH                     2580
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma     0.05      0.00     0.05     0.05 1.00     3860     2910
## nu        1.02      0.02     1.00     1.06 1.00     2499     1766
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Transition Ratio Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##   <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Crown Fire Transition Ratio (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
##     </tr>
##   </thead>
##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.40</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.37</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.44</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">Canopy Base Height</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Dead Biomass</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.13</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.14</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">High Litter Biomass</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">High Live Biomass</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right">0.029</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Low Dead Biomass</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right">0.101</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Low Litter Biomass</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Low Live Biomass</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.991</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right">0.957</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.60</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.56</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.65</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Canopy Base Height</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right">0.953</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Biomass</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right">0.550</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.10</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.013</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right">0.825</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.16</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.21</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Canopy Base Height</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right">0.925</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.11</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.13</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Biomass</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right">0.636</td></tr>
##     <tr><th id="stub_1_31" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_31 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_31 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_31 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_31 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_31 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_32" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_32 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_32 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_32 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_32 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_32 Probability > 0" class="gt_row gt_right">0.279</td></tr>
##     <tr><th id="stub_1_33" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_33 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_33 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_33 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_33 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_33 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_34" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_34 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_34 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_34 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_34 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_34 Probability > 0" class="gt_row gt_right">0.926</td></tr>
##     <tr><th id="stub_1_35" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_35 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_35 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_35 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_35 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_35 Probability > 0" class="gt_row gt_right">0.510</td></tr>
##     <tr><th id="stub_1_36" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_36 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_36 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_36 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_36 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.17</td>
## <td headers="stub_1_36 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_37" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_37 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_37 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_37 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_37 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_37 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.998</td></tr>
##     <tr><th id="stub_1_38" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Canopy Base Height</th>
## <td headers="stub_1_38 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_38 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_38 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_38 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_38 Probability > 0" class="gt_row gt_right">0.046</td></tr>
##     <tr><th id="stub_1_39" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Biomass</th>
## <td headers="stub_1_39 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_39 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_39 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_39 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_39 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_40" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_40 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_40 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_40 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_40 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_40 Probability > 0" class="gt_row gt_right">0.923</td></tr>
##     <tr><th id="stub_1_41" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Litter Biomass</th>
## <td headers="stub_1_41 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_41 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_41 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_41 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_41 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_42" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Biomass</th>
## <td headers="stub_1_42 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_42 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_42 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_42 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_42 Probability > 0" class="gt_row gt_right">0.117</td></tr>
##     <tr><th id="stub_1_43" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_43 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_43 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_43 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_43 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_43 Probability > 0" class="gt_row gt_right">0.713</td></tr>
##     <tr><th id="stub_1_44" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Biomass</th>
## <td headers="stub_1_44 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_44 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_44 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_44 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_44 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_45" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_45 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_45 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_45 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_45 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_45 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_46" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Litter Biomass</th>
## <td headers="stub_1_46 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_46 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_46 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_46 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_46 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_47" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Biomass</th>
## <td headers="stub_1_47 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_47 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_47 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_47 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_47 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.008</td></tr>
##     <tr><th id="stub_1_48" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_48 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_48 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_48 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_48 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_48 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_49" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_49 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.63</td>
## <td headers="stub_1_49 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_49 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.56</td>
## <td headers="stub_1_49 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.70</td>
## <td headers="stub_1_49 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_50" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Canopy Base Height</th>
## <td headers="stub_1_50 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_50 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_50 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_50 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_50 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_51" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_51 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_51 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_51 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.10</td>
## <td headers="stub_1_51 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_51 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_52" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_52 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_52 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_52 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_52 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_52 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_53" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_53 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_53 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_53 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_53 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_53 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.997</td></tr>
##     <tr><th id="stub_1_54" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Biomass</th>
## <td headers="stub_1_54 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_54 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_54 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_54 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_54 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_55" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_55 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_55 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_55 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_55 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_55 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_56" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_56 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_56 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_56 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_56 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_56 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.995</td></tr>
##     <tr><th id="stub_1_57" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_57 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_57 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_57 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_57 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_57 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_58" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_58 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_58 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_58 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_58 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_58 Probability > 0" class="gt_row gt_right">0.407</td></tr>
##     <tr><th id="stub_1_59" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_59 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_59 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_59 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_59 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_59 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_60" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_60 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.34</td>
## <td headers="stub_1_60 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_60 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.31</td>
## <td headers="stub_1_60 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.37</td>
## <td headers="stub_1_60 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_61" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_61 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.46</td>
## <td headers="stub_1_61 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_61 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.38</td>
## <td headers="stub_1_61 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.55</td>
## <td headers="stub_1_61 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_62" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Canopy Base Height</th>
## <td headers="stub_1_62 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_62 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_62 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_62 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_62 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_63" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_63 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_63 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_63 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_63 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_63 Probability > 0" class="gt_row gt_right">0.539</td></tr>
##     <tr><th id="stub_1_64" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_64 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_64 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_64 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_64 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_64 Probability > 0" class="gt_row gt_right">0.513</td></tr>
##     <tr><th id="stub_1_65" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_65 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_65 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_65 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.10</td>
## <td headers="stub_1_65 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_65 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_66" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Biomass</th>
## <td headers="stub_1_66 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_66 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_66 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_66 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_66 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_67" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_67 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_67 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_67 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_67 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_67 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.999</td></tr>
##     <tr><th id="stub_1_68" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_68 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_68 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_68 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_68 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_68 Probability > 0" class="gt_row gt_right">0.378</td></tr>
##     <tr><th id="stub_1_69" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_69 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_69 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_69 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_69 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_69 Probability > 0" class="gt_row gt_right">0.033</td></tr>
##     <tr><th id="stub_1_70" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_70 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_70 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_70 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_70 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_70 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.004</td></tr>
##     <tr><th id="stub_1_71" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_71 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_71 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_71 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_71 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_71 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.001</td></tr>
##     <tr><th id="stub_1_72" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_72 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_72 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_72 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.11</td>
## <td headers="stub_1_72 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_72 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

Transition Ratio Conditional Effects

## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Transition Ratio Posterior Probabilities

post_C_TR <- posterior_samples(Crown_TR_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_C_TR)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_Live_BiomassLow"                                  
## [10] "b_Live_BiomassHigh"                                 
## [11] "b_Dead_BiomassLow"                                  
## [12] "b_Dead_BiomassHigh"                                 
## [13] "b_Litter_BiomassLow"                                
## [14] "b_Litter_BiomassHigh"                               
## [15] "b_TreeBH"                                           
## [16] "b_StatusInvaded:SeasonSpring"                       
## [17] "b_StatusInvaded:SeasonWinter"                       
## [18] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [19] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [20] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [21] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [22] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [23] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [24] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [25] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [26] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [27] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [28] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [29] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [30] "b_StatusInvaded:Live_BiomassLow"                    
## [31] "b_StatusInvaded:Live_BiomassHigh"                   
## [32] "b_SeasonSpring:Live_BiomassLow"                     
## [33] "b_SeasonWinter:Live_BiomassLow"                     
## [34] "b_SeasonSpring:Live_BiomassHigh"                    
## [35] "b_SeasonWinter:Live_BiomassHigh"                    
## [36] "b_StatusInvaded:Dead_BiomassLow"                    
## [37] "b_StatusInvaded:Dead_BiomassHigh"                   
## [38] "b_SeasonSpring:Dead_BiomassLow"                     
## [39] "b_SeasonWinter:Dead_BiomassLow"                     
## [40] "b_SeasonSpring:Dead_BiomassHigh"                    
## [41] "b_SeasonWinter:Dead_BiomassHigh"                    
## [42] "b_StatusInvaded:Litter_BiomassLow"                  
## [43] "b_StatusInvaded:Litter_BiomassHigh"                 
## [44] "b_SeasonSpring:Litter_BiomassLow"                   
## [45] "b_SeasonWinter:Litter_BiomassLow"                   
## [46] "b_SeasonSpring:Litter_BiomassHigh"                  
## [47] "b_SeasonWinter:Litter_BiomassHigh"                  
## [48] "b_StatusInvaded:TreeBH"                             
## [49] "b_SeasonSpring:TreeBH"                              
## [50] "b_SeasonWinter:TreeBH"                              
## [51] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [52] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [53] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [54] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [55] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [56] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [57] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [58] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [59] "b_StatusInvaded:SeasonSpring:Live_BiomassLow"       
## [60] "b_StatusInvaded:SeasonWinter:Live_BiomassLow"       
## [61] "b_StatusInvaded:SeasonSpring:Live_BiomassHigh"      
## [62] "b_StatusInvaded:SeasonWinter:Live_BiomassHigh"      
## [63] "b_StatusInvaded:SeasonSpring:Dead_BiomassLow"       
## [64] "b_StatusInvaded:SeasonWinter:Dead_BiomassLow"       
## [65] "b_StatusInvaded:SeasonSpring:Dead_BiomassHigh"      
## [66] "b_StatusInvaded:SeasonWinter:Dead_BiomassHigh"      
## [67] "b_StatusInvaded:SeasonSpring:Litter_BiomassLow"     
## [68] "b_StatusInvaded:SeasonWinter:Litter_BiomassLow"     
## [69] "b_StatusInvaded:SeasonSpring:Litter_BiomassHigh"    
## [70] "b_StatusInvaded:SeasonWinter:Litter_BiomassHigh"    
## [71] "b_StatusInvaded:SeasonSpring:TreeBH"                
## [72] "b_StatusInvaded:SeasonWinter:TreeBH"                
## [73] "sigma"                                              
## [74] "nu"                                                 
## [75] "Intercept"                                          
## [76] "lprior"                                             
## [77] "lp__"
mean(post_C_TR$b_StatusInvaded > 0)
## [1] 0.99825
mean(post_C_TR$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_TR$b_Live_Fuel_MoistureLow > 0)
## [1] 0.95675
mean(post_C_TR$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_TR$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_C_TR$b_Live_BiomassHigh > 0)
## [1] 0.029
mean(post_C_TR$b_Live_BiomassLow > 0)
## [1] 0.99125
mean(post_C_TR$b_Dead_BiomassHigh > 0)
## [1] 1
mean(post_C_TR$b_Dead_BiomassLow > 0)
## [1] 0.1005
mean(post_C_TR$b_Litter_BiomassHigh > 0)
## [1] 1
mean(post_C_TR$b_Litter_BiomassLow > 0)
## [1] 0
mean(post_C_TR$b_SeasonSpring > 0)
## [1] 1
mean(post_C_TR$b_SeasonWinter > 0)
## [1] 1
mean(post_C_TR$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 0.71275
mean(post_C_TR$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 0.9995
mean(post_C_TR$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 0.9235
mean(post_C_TR$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 0.9985
mean(post_C_TR$'b_StatusInvaded:Live_BiomassHigh' > 0)
## [1] 0.11725
mean(post_C_TR$'b_StatusInvaded:Live_BiomassLow' > 0)
## [1] 0.00775
mean(post_C_TR$'b_StatusInvaded:Dead_BiomassHigh' > 0)
## [1] 1
mean(post_C_TR$'b_StatusInvaded:Dead_BiomassLow' > 0)
## [1] 0
mean(post_C_TR$'b_StatusInvaded:Litter_BiomassHigh' > 0)
## [1] 1
mean(post_C_TR$'b_StatusInvaded:Litter_BiomassLow' > 0)
## [1] 0
mean(post_C_TR$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 1
mean(post_C_TR$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 1

GLMM Crown Fire Active Ratio

Crown Fire Active Ratio Model Comparison

## Warning: Parts of the model have not converged (some Rhats are > 1.05). Be
## careful when analysing the results! We recommend running more iterations and/or
## setting stronger priors.
##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: C_AR ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                            -0.00      0.18    -0.32
## StatusInvaded                                         0.06      0.18    -0.04
## SeasonSpring                                          0.18      0.18     0.08
## SeasonWinter                                          0.00      0.18    -0.10
## Live_Fuel_MoistureLow                                -0.00      0.00    -0.00
## Live_Fuel_MoistureHigh                                0.06      0.18    -0.04
## Dead_Fuel_MoistureLow                                 0.05      0.00     0.05
## Dead_Fuel_MoistureHigh                                0.00      0.18    -0.10
## StatusInvaded:SeasonSpring                           -0.09      0.18    -0.41
## StatusInvaded:SeasonWinter                            0.10      0.35    -0.36
## StatusInvaded:Live_Fuel_MoistureLow                   0.00      0.00    -0.00
## StatusInvaded:Live_Fuel_MoistureHigh                 -0.07      0.18    -0.38
## SeasonSpring:Live_Fuel_MoistureLow                    0.05      0.00     0.05
## SeasonWinter:Live_Fuel_MoistureLow                    0.00      0.00    -0.00
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.12      0.17    -0.42
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.06      0.18    -0.37
## StatusInvaded:Dead_Fuel_MoistureLow                   0.02      0.00     0.01
## StatusInvaded:Dead_Fuel_MoistureHigh                 -0.06      0.18    -0.38
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.02      0.00    -0.03
## SeasonWinter:Dead_Fuel_MoistureLow                    0.12      0.00     0.11
## SeasonSpring:Dead_Fuel_MoistureHigh                  -0.03      0.18    -0.35
## SeasonWinter:Dead_Fuel_MoistureHigh                  -0.00      0.18    -0.32
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.04      0.00     0.04
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -0.00      0.00    -0.00
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.12      0.17     0.01
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh    -0.07      0.35    -0.60
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.04      0.00    -0.04
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.21      0.24    -0.62
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     0.08      0.18    -0.03
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh    -0.10      0.35    -0.63
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                             0.10 1.61        7
## StatusInvaded                                         0.38 1.60        7
## SeasonSpring                                          0.50 1.61        7
## SeasonWinter                                          0.32 1.61        7
## Live_Fuel_MoistureLow                                 0.00 1.05     3733
## Live_Fuel_MoistureHigh                                0.37 1.61        7
## Dead_Fuel_MoistureLow                                 0.06 1.55        7
## Dead_Fuel_MoistureHigh                                0.32 1.61        7
## StatusInvaded:SeasonSpring                            0.01 1.61        7
## StatusInvaded:SeasonWinter                            0.63 3.02        5
## StatusInvaded:Live_Fuel_MoistureLow                   0.00 1.03     3453
## StatusInvaded:Live_Fuel_MoistureHigh                  0.03 1.60        7
## SeasonSpring:Live_Fuel_MoistureLow                    0.05 1.02     3852
## SeasonWinter:Live_Fuel_MoistureLow                    0.00 1.03     3493
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.01 2.67        5
## SeasonWinter:Live_Fuel_MoistureHigh                   0.04 1.61        7
## StatusInvaded:Dead_Fuel_MoistureLow                   0.02 1.54        7
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.04 1.61        7
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.02 1.54        7
## SeasonWinter:Dead_Fuel_MoistureLow                    0.12 1.55        7
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.08 2.27        5
## SeasonWinter:Dead_Fuel_MoistureHigh                   0.10 1.61        7
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.04 1.02     3532
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      0.00 1.04     3257
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.42 2.67        5
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.38 3.02        5
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.03 1.54        7
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.06 2.66        5
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     0.40 2.27        5
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.36 3.02        5
##                                                   Tail_ESS
## Intercept                                               11
## StatusInvaded                                           11
## SeasonSpring                                            11
## SeasonWinter                                            11
## Live_Fuel_MoistureLow                                  193
## Live_Fuel_MoistureHigh                                  11
## Dead_Fuel_MoistureLow                                   33
## Dead_Fuel_MoistureHigh                                  11
## StatusInvaded:SeasonSpring                              11
## StatusInvaded:SeasonWinter                              11
## StatusInvaded:Live_Fuel_MoistureLow                   1775
## StatusInvaded:Live_Fuel_MoistureHigh                    11
## SeasonSpring:Live_Fuel_MoistureLow                    1741
## SeasonWinter:Live_Fuel_MoistureLow                    2776
## SeasonSpring:Live_Fuel_MoistureHigh                     11
## SeasonWinter:Live_Fuel_MoistureHigh                     11
## StatusInvaded:Dead_Fuel_MoistureLow                     32
## StatusInvaded:Dead_Fuel_MoistureHigh                    11
## SeasonSpring:Dead_Fuel_MoistureLow                      31
## SeasonWinter:Dead_Fuel_MoistureLow                      31
## SeasonSpring:Dead_Fuel_MoistureHigh                     11
## SeasonWinter:Dead_Fuel_MoistureHigh                     11
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      2441
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      2866
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh       11
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh       11
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow        29
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow        14
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh       11
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh       11
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma     0.00      0.00     0.00     0.00 2.07        5       11
## nu        1.26      0.20     1.07     1.55 3.19        4       14
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Active Ratio Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##   <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Crown Fire Active Ratio (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
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##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right">−0.32</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right">0.32</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right">0.37</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.06</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right">0.493</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.50</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right">0.08</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right">−0.35</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right">0.08</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.42</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right">0.32</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right">−0.32</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right">−0.37</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right">0.506</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right">0.38</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right">−0.38</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right">−0.38</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right">0.510</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right">−0.41</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right">0.40</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.42</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right">0.06</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right">0.31</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right">−0.36</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right">0.63</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right">−0.06</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right">0.31</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right">−0.63</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right">0.36</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right">0.30</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right">−0.60</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right">0.38</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.62</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right">0.493</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

Active Ratio Conditional Effects

## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_point()`).
## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Active Ratio Posterior Probabilities

post_C_AR <- posterior_samples(Crown_AR_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_C_AR)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_StatusInvaded:SeasonSpring"                       
## [10] "b_StatusInvaded:SeasonWinter"                       
## [11] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [12] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [13] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [14] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [15] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [16] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [17] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [18] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [19] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [20] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [21] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [22] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [23] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [24] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [25] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [26] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [27] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [28] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [29] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [30] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [31] "sigma"                                              
## [32] "nu"                                                 
## [33] "Intercept"                                          
## [34] "lprior"                                             
## [35] "lp__"
mean(post_C_AR$b_StatusInvaded > 0)
## [1] 0.25
mean(post_C_AR$b_Live_Fuel_MoistureHigh > 0)
## [1] 0.25
mean(post_C_AR$b_Live_Fuel_MoistureLow > 0)
## [1] 0.49325
mean(post_C_AR$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0.25
mean(post_C_AR$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_C_AR$b_SeasonSpring > 0)
## [1] 1
mean(post_C_AR$b_SeasonWinter > 0)
## [1] 0.25
mean(post_C_AR$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 0.75
mean(post_C_AR$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 0.50975
mean(post_C_AR$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 0.75
mean(post_C_AR$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_C_AR$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 0.75
mean(post_C_AR$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 0.75

GLMM Crown Fire Rate of Spread

Crown Fire Rate of Spread Model Comparison

## Warning: Parts of the model have not converged (some Rhats are > 1.05). Be
## careful when analysing the results! We recommend running more iterations and/or
## setting stronger priors.
##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: C_ROS ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                             1.15      0.09     1.00
## StatusInvaded                                        -0.45      0.09    -0.50
## SeasonSpring                                          1.15      0.09     1.10
## SeasonWinter                                         -0.83      0.30    -1.20
## Live_Fuel_MoistureLow                                 0.05      0.09    -0.00
## Live_Fuel_MoistureHigh                               -0.40      0.00    -0.40
## Dead_Fuel_MoistureLow                                 0.65      0.09     0.60
## Dead_Fuel_MoistureHigh                               -0.67      0.49    -1.20
## StatusInvaded:SeasonSpring                            0.05      0.09    -0.10
## StatusInvaded:SeasonWinter                            0.33      0.30    -0.10
## StatusInvaded:Live_Fuel_MoistureLow                  -0.05      0.09    -0.20
## StatusInvaded:Live_Fuel_MoistureHigh                  0.30      0.00     0.30
## SeasonSpring:Live_Fuel_MoistureLow                    0.35      0.09     0.20
## SeasonWinter:Live_Fuel_MoistureLow                   -0.10      0.50    -0.80
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.40      0.00    -0.40
## SeasonWinter:Live_Fuel_MoistureHigh                  -0.00      0.40    -0.40
## StatusInvaded:Dead_Fuel_MoistureLow                   0.15      0.09    -0.00
## StatusInvaded:Dead_Fuel_MoistureHigh                 -0.03      0.49    -0.83
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.45      0.09    -0.60
## SeasonWinter:Dead_Fuel_MoistureLow                    0.93      0.38     0.50
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.27      0.49    -0.53
## SeasonWinter:Dead_Fuel_MoistureHigh                   0.20      0.36    -0.13
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.65      0.09     0.60
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      0.10      0.50    -0.61
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.30      0.00     0.30
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.10      0.40    -0.30
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.25      0.09    -0.30
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -0.18      0.44    -0.80
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     0.23      0.49    -0.30
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.30      0.36    -0.30
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                             1.20 1.54        7
## StatusInvaded                                        -0.30 1.54        7
## SeasonSpring                                          1.30 1.55        7
## SeasonWinter                                         -0.40 2.89        5
## Live_Fuel_MoistureLow                                 0.20 1.55        7
## Live_Fuel_MoistureHigh                               -0.40 1.02     2946
## Dead_Fuel_MoistureLow                                 0.80 1.55        7
## Dead_Fuel_MoistureHigh                                0.13 2.63        5
## StatusInvaded:SeasonSpring                            0.10 1.55        7
## StatusInvaded:SeasonWinter                            0.70 2.89        5
## StatusInvaded:Live_Fuel_MoistureLow                   0.00 1.55        7
## StatusInvaded:Live_Fuel_MoistureHigh                  0.30 1.02     2774
## SeasonSpring:Live_Fuel_MoistureLow                    0.40 1.55        7
## SeasonWinter:Live_Fuel_MoistureLow                    0.61 3.24        4
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.40 1.02     3557
## SeasonWinter:Live_Fuel_MoistureHigh                   0.40 1.73        6
## StatusInvaded:Dead_Fuel_MoistureLow                   0.20 1.55        7
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.50 2.63        5
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.40 1.55        7
## SeasonWinter:Dead_Fuel_MoistureLow                    1.50 2.89        5
## SeasonSpring:Dead_Fuel_MoistureHigh                   0.80 2.63        5
## SeasonWinter:Dead_Fuel_MoistureHigh                   0.80 3.22        4
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.80 1.55        7
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      0.80 3.24        4
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.30 1.02     3371
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     0.50 1.73        6
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -0.10 1.55        7
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      0.40 2.89        5
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     1.03 2.63        5
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     0.63 3.22        4
##                                                   Tail_ESS
## Intercept                                               26
## StatusInvaded                                           28
## SeasonSpring                                            28
## SeasonWinter                                            27
## Live_Fuel_MoistureLow                                   30
## Live_Fuel_MoistureHigh                                2083
## Dead_Fuel_MoistureLow                                   25
## Dead_Fuel_MoistureHigh                                  13
## StatusInvaded:SeasonSpring                              29
## StatusInvaded:SeasonWinter                              27
## StatusInvaded:Live_Fuel_MoistureLow                     29
## StatusInvaded:Live_Fuel_MoistureHigh                  1260
## SeasonSpring:Live_Fuel_MoistureLow                      29
## SeasonWinter:Live_Fuel_MoistureLow                      13
## SeasonSpring:Live_Fuel_MoistureHigh                   2766
## SeasonWinter:Live_Fuel_MoistureHigh                     78
## StatusInvaded:Dead_Fuel_MoistureLow                     28
## StatusInvaded:Dead_Fuel_MoistureHigh                    13
## SeasonSpring:Dead_Fuel_MoistureLow                      25
## SeasonWinter:Dead_Fuel_MoistureLow                      28
## SeasonSpring:Dead_Fuel_MoistureHigh                     13
## SeasonWinter:Dead_Fuel_MoistureHigh                     13
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow        27
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow        13
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     2787
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh       83
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow        26
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow        29
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh       13
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh       13
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma     0.00      0.00     0.00     0.00 2.32        5       15
## nu        1.17      0.05     1.12     1.26 3.08        5       14
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Crown Fire Rate of Spread Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Crown Fire Rate of Spread (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
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##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.20</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.00</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.20</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right">−0.80</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right">0.30</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right">−1.20</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right">0.13</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right">0.250</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.60</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.60</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.80</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right">0.20</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right">0.638</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.10</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.10</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.30</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right">0.40</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right">0.30</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right">−0.53</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right">0.80</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.60</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.40</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.20</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.40</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.87</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.34</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.20</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.40</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right">0.06</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right">0.19</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right">−0.13</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right">0.80</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right">0.621</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right">0.59</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right">−0.40</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right">0.40</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right">0.500</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.87</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.40</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.50</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.50</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right">0.59</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right">−0.80</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right">0.61</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right">0.371</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.50</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.50</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.30</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right">0.30</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right">−0.83</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right">0.50</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right">0.20</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right">0.20</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right">0.877</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right">−0.20</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right">0.373</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right">0.30</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right">−0.30</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right">1.03</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.30</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.30</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.30</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.10</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.60</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.60</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.80</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right">0.37</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right">0.34</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right">−0.10</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right">0.70</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right">0.44</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right">0.19</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right">−0.30</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right">0.63</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right">0.750</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right">0.59</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right">−0.30</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right">0.50</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right">0.500</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right">−0.17</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right">0.55</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right">−0.80</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right">0.40</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right">0.382</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right">0.10</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right">0.59</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right">−0.61</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right">0.80</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right">0.630</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

Crown ROS Conditional Effects

## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Crown ROS Posterior Probabilities

post_C_ROS <- posterior_samples(Crown_ROS_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_C_ROS)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_StatusInvaded:SeasonSpring"                       
## [10] "b_StatusInvaded:SeasonWinter"                       
## [11] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [12] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [13] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [14] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [15] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [16] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [17] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [18] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [19] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [20] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [21] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [22] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [23] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [24] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [25] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [26] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [27] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [28] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [29] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [30] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [31] "sigma"                                              
## [32] "nu"                                                 
## [33] "Intercept"                                          
## [34] "lprior"                                             
## [35] "lp__"
mean(post_C_ROS$b_StatusInvaded > 0)
## [1] 0
mean(post_C_ROS$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_ROS$b_Live_Fuel_MoistureLow > 0)
## [1] 0.63825
mean(post_C_ROS$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0.25
mean(post_C_ROS$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_C_ROS$b_SeasonSpring > 0)
## [1] 1
mean(post_C_ROS$b_SeasonWinter > 0)
## [1] 0
mean(post_C_ROS$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_C_ROS$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 0.37275
mean(post_C_ROS$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 0.75
mean(post_C_ROS$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 0.87725
mean(post_C_ROS$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 0.75
mean(post_C_ROS$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 0.75

GLMM Crown Fire Intensity

Crown Fire Intensity Model Comparison

##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: C_Fin ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture + Status * Season * Live_Biomass + Status * Season * Dead_Biomass + Status * Season * Litter_Biomass + Status * Season * TreeBH 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                           318.71     10.13   297.91
## StatusInvaded                                      -145.94     14.97  -174.24
## SeasonSpring                                        321.02     19.18   282.98
## SeasonWinter                                       -320.86     11.81  -343.45
## Live_Fuel_MoistureLow                                -0.14      4.76    -9.23
## Live_Fuel_MoistureHigh                             -480.52      7.50  -495.69
## Dead_Fuel_MoistureLow                               674.96      6.60   662.28
## Dead_Fuel_MoistureHigh                             -921.90      7.64  -936.96
## Live_BiomassLow                                      -8.38      5.41   -18.92
## Live_BiomassHigh                                      7.94      5.35    -2.60
## Dead_BiomassLow                                      -6.97      5.28   -17.51
## Dead_BiomassHigh                                     21.04      5.29    11.04
## Litter_BiomassLow                                   -91.27      6.02  -103.46
## Litter_BiomassHigh                                   34.76      5.02    25.11
## TreeBH                                              130.31      1.07   128.24
## StatusInvaded:SeasonSpring                          179.38     24.68   132.63
## StatusInvaded:SeasonWinter                          269.80     19.42   231.28
## StatusInvaded:Live_Fuel_MoistureLow                  53.92      7.90    38.29
## StatusInvaded:Live_Fuel_MoistureHigh                416.07      9.59   397.60
## SeasonSpring:Live_Fuel_MoistureLow                  570.27     11.29   548.63
## SeasonWinter:Live_Fuel_MoistureLow                    0.43      5.92   -10.97
## SeasonSpring:Live_Fuel_MoistureHigh                -380.59     14.63  -408.15
## SeasonWinter:Live_Fuel_MoistureHigh                 479.37      8.26   463.68
## StatusInvaded:Dead_Fuel_MoistureLow                 401.17     15.23   370.07
## StatusInvaded:Dead_Fuel_MoistureHigh                165.58     14.04   138.44
## SeasonSpring:Dead_Fuel_MoistureLow                 -179.88     12.11  -204.62
## SeasonWinter:Dead_Fuel_MoistureLow                 1052.04     24.31   998.09
## SeasonSpring:Dead_Fuel_MoistureHigh                 560.17     13.12   533.83
## SeasonWinter:Dead_Fuel_MoistureHigh                 921.87      8.15   905.42
## StatusInvaded:Live_BiomassLow                        12.96      8.18    -3.61
## StatusInvaded:Live_BiomassHigh                      -14.17      8.33   -30.50
## SeasonSpring:Live_BiomassLow                         -5.52      8.80   -22.59
## SeasonWinter:Live_BiomassLow                          8.36      6.55    -4.86
## SeasonSpring:Live_BiomassHigh                         9.28      8.66    -7.98
## SeasonWinter:Live_BiomassHigh                        -7.82      6.45   -20.40
## StatusInvaded:Dead_BiomassLow                       -27.02      7.93   -42.96
## StatusInvaded:Dead_BiomassHigh                       41.17      8.10    25.40
## SeasonSpring:Dead_BiomassLow                        -19.70      8.51   -36.18
## SeasonWinter:Dead_BiomassLow                          6.84      6.39    -5.59
## SeasonSpring:Dead_BiomassHigh                        17.70      8.40     1.08
## SeasonWinter:Dead_BiomassHigh                       -20.74      6.40   -33.51
## StatusInvaded:Litter_BiomassLow                      26.89      8.42    10.52
## StatusInvaded:Litter_BiomassHigh                     35.34      7.94    19.84
## SeasonSpring:Litter_BiomassLow                      -61.10      9.84   -80.04
## SeasonWinter:Litter_BiomassLow                       89.98      6.98    76.62
## SeasonSpring:Litter_BiomassHigh                     107.28      9.06    89.71
## SeasonWinter:Litter_BiomassHigh                     -33.59      6.08   -45.71
## StatusInvaded:TreeBH                                -62.33      1.58   -65.53
## SeasonSpring:TreeBH                                 103.86      2.21    99.51
## SeasonWinter:TreeBH                                -130.00      1.21  -132.39
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow    535.53     20.93   492.57
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow    -29.20     10.19   -48.97
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh   256.23     16.29   223.31
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh  -441.24     11.18  -463.30
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow   -798.19     19.22  -833.63
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow   -348.34     31.68  -407.30
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh   -73.35     18.77  -109.97
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh  -422.28     15.24  -452.44
## StatusInvaded:SeasonSpring:Live_BiomassLow          -19.96     11.74   -42.20
## StatusInvaded:SeasonWinter:Live_BiomassLow          -13.07     10.20   -32.43
## StatusInvaded:SeasonSpring:Live_BiomassHigh          25.96     11.88     3.27
## StatusInvaded:SeasonWinter:Live_BiomassHigh          15.85     10.57    -4.83
## StatusInvaded:SeasonSpring:Dead_BiomassLow           24.62     11.61     2.22
## StatusInvaded:SeasonWinter:Dead_BiomassLow           19.72     10.05    -0.12
## StatusInvaded:SeasonSpring:Dead_BiomassHigh         -43.48     11.54   -65.74
## StatusInvaded:SeasonWinter:Dead_BiomassHigh         -29.57     10.14   -49.31
## StatusInvaded:SeasonSpring:Litter_BiomassLow         47.06     12.43    22.31
## StatusInvaded:SeasonWinter:Litter_BiomassLow        -37.81     10.53   -58.31
## StatusInvaded:SeasonSpring:Litter_BiomassHigh        44.24     12.20    19.57
## StatusInvaded:SeasonWinter:Litter_BiomassHigh       -24.73      9.92   -44.38
## StatusInvaded:SeasonSpring:TreeBH                    16.74      2.77    11.40
## StatusInvaded:SeasonWinter:TreeBH                    79.03      2.01    75.16
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                           338.00 1.00     2046
## StatusInvaded                                      -116.47 1.00     2152
## SeasonSpring                                        358.05 1.00     2310
## SeasonWinter                                       -297.00 1.00     2119
## Live_Fuel_MoistureLow                                 9.34 1.00     3143
## Live_Fuel_MoistureHigh                             -466.50 1.00     2207
## Dead_Fuel_MoistureLow                               688.36 1.00     3141
## Dead_Fuel_MoistureHigh                             -906.76 1.00     2251
## Live_BiomassLow                                       2.34 1.00     2522
## Live_BiomassHigh                                     18.26 1.00     2386
## Dead_BiomassLow                                       3.39 1.00     2835
## Dead_BiomassHigh                                     31.29 1.00     2909
## Litter_BiomassLow                                   -79.71 1.00     2594
## Litter_BiomassHigh                                   44.76 1.00     2682
## TreeBH                                              132.46 1.00     2487
## StatusInvaded:SeasonSpring                          227.68 1.00     2216
## StatusInvaded:SeasonWinter                          307.85 1.00     2257
## StatusInvaded:Live_Fuel_MoistureLow                  69.20 1.00     3118
## StatusInvaded:Live_Fuel_MoistureHigh                435.64 1.00     2128
## SeasonSpring:Live_Fuel_MoistureLow                  592.66 1.00     3177
## SeasonWinter:Live_Fuel_MoistureLow                   12.07 1.00     3188
## SeasonSpring:Live_Fuel_MoistureHigh                -351.73 1.00     2768
## SeasonWinter:Live_Fuel_MoistureHigh                 496.08 1.00     2336
## StatusInvaded:Dead_Fuel_MoistureLow                 430.45 1.00     4025
## StatusInvaded:Dead_Fuel_MoistureHigh                193.62 1.00     2881
## SeasonSpring:Dead_Fuel_MoistureLow                 -157.35 1.00     2882
## SeasonWinter:Dead_Fuel_MoistureLow                 1094.01 1.00     4211
## SeasonSpring:Dead_Fuel_MoistureHigh                 584.60 1.00     2421
## SeasonWinter:Dead_Fuel_MoistureHigh                 937.95 1.00     2361
## StatusInvaded:Live_BiomassLow                        28.66 1.00     2455
## StatusInvaded:Live_BiomassHigh                        2.36 1.00     2141
## SeasonSpring:Live_BiomassLow                         11.34 1.00     3084
## SeasonWinter:Live_BiomassLow                         21.46 1.00     2565
## SeasonSpring:Live_BiomassHigh                        26.07 1.00     2871
## SeasonWinter:Live_BiomassHigh                         4.72 1.00     2533
## StatusInvaded:Dead_BiomassLow                       -11.61 1.00     2739
## StatusInvaded:Dead_BiomassHigh                       57.21 1.00     2580
## SeasonSpring:Dead_BiomassLow                         -3.26 1.00     3372
## SeasonWinter:Dead_BiomassLow                         19.35 1.00     3087
## SeasonSpring:Dead_BiomassHigh                        33.69 1.00     3227
## SeasonWinter:Dead_BiomassHigh                        -8.38 1.00     3010
## StatusInvaded:Litter_BiomassLow                      43.34 1.00     2563
## StatusInvaded:Litter_BiomassHigh                     50.67 1.00     2712
## SeasonSpring:Litter_BiomassLow                      -41.64 1.00     2873
## SeasonWinter:Litter_BiomassLow                      104.17 1.00     2570
## SeasonSpring:Litter_BiomassHigh                     124.80 1.00     2772
## SeasonWinter:Litter_BiomassHigh                     -21.59 1.00     2797
## StatusInvaded:TreeBH                                -59.27 1.00     2473
## SeasonSpring:TreeBH                                 108.24 1.00     2498
## SeasonWinter:TreeBH                                -127.62 1.00     2538
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow    574.20 1.00     4460
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -8.91 1.00     3258
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh   287.13 1.00     2800
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh  -420.11 1.00     2395
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow   -759.06 1.00     3441
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow   -283.54 1.00     3622
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh   -37.71 1.00     2527
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh  -393.23 1.00     2915
## StatusInvaded:SeasonSpring:Live_BiomassLow            3.73 1.00     2740
## StatusInvaded:SeasonWinter:Live_BiomassLow            7.80 1.00     2776
## StatusInvaded:SeasonSpring:Live_BiomassHigh          49.43 1.00     2518
## StatusInvaded:SeasonWinter:Live_BiomassHigh          36.36 1.00     2804
## StatusInvaded:SeasonSpring:Dead_BiomassLow           47.23 1.00     3014
## StatusInvaded:SeasonWinter:Dead_BiomassLow           39.98 1.00     3013
## StatusInvaded:SeasonSpring:Dead_BiomassHigh         -20.86 1.00     2860
## StatusInvaded:SeasonWinter:Dead_BiomassHigh         -10.23 1.00     2879
## StatusInvaded:SeasonSpring:Litter_BiomassLow         71.51 1.00     2786
## StatusInvaded:SeasonWinter:Litter_BiomassLow        -17.30 1.00     2803
## StatusInvaded:SeasonSpring:Litter_BiomassHigh        68.15 1.00     2720
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -5.13 1.00     2875
## StatusInvaded:SeasonSpring:TreeBH                    22.12 1.00     2457
## StatusInvaded:SeasonWinter:TreeBH                    82.91 1.00     2664
##                                                   Tail_ESS
## Intercept                                             2544
## StatusInvaded                                         2710
## SeasonSpring                                          2743
## SeasonWinter                                          2398
## Live_Fuel_MoistureLow                                 3205
## Live_Fuel_MoistureHigh                                2665
## Dead_Fuel_MoistureLow                                 3371
## Dead_Fuel_MoistureHigh                                2963
## Live_BiomassLow                                       3004
## Live_BiomassHigh                                      2898
## Dead_BiomassLow                                       3230
## Dead_BiomassHigh                                      3043
## Litter_BiomassLow                                     2893
## Litter_BiomassHigh                                    2955
## TreeBH                                                3012
## StatusInvaded:SeasonSpring                            2728
## StatusInvaded:SeasonWinter                            2645
## StatusInvaded:Live_Fuel_MoistureLow                   3168
## StatusInvaded:Live_Fuel_MoistureHigh                  2662
## SeasonSpring:Live_Fuel_MoistureLow                    2912
## SeasonWinter:Live_Fuel_MoistureLow                    3367
## SeasonSpring:Live_Fuel_MoistureHigh                   2935
## SeasonWinter:Live_Fuel_MoistureHigh                   2810
## StatusInvaded:Dead_Fuel_MoistureLow                   3106
## StatusInvaded:Dead_Fuel_MoistureHigh                  2767
## SeasonSpring:Dead_Fuel_MoistureLow                    3332
## SeasonWinter:Dead_Fuel_MoistureLow                    2532
## SeasonSpring:Dead_Fuel_MoistureHigh                   2892
## SeasonWinter:Dead_Fuel_MoistureHigh                   2844
## StatusInvaded:Live_BiomassLow                         2933
## StatusInvaded:Live_BiomassHigh                        2598
## SeasonSpring:Live_BiomassLow                          3308
## SeasonWinter:Live_BiomassLow                          3021
## SeasonSpring:Live_BiomassHigh                         2818
## SeasonWinter:Live_BiomassHigh                         3217
## StatusInvaded:Dead_BiomassLow                         2887
## StatusInvaded:Dead_BiomassHigh                        2966
## SeasonSpring:Dead_BiomassLow                          2947
## SeasonWinter:Dead_BiomassLow                          3352
## SeasonSpring:Dead_BiomassHigh                         3277
## SeasonWinter:Dead_BiomassHigh                         2986
## StatusInvaded:Litter_BiomassLow                       2993
## StatusInvaded:Litter_BiomassHigh                      3112
## SeasonSpring:Litter_BiomassLow                        3232
## SeasonWinter:Litter_BiomassLow                        3061
## SeasonSpring:Litter_BiomassHigh                       2856
## SeasonWinter:Litter_BiomassHigh                       3029
## StatusInvaded:TreeBH                                  2810
## SeasonSpring:TreeBH                                   2788
## SeasonWinter:TreeBH                                   2841
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3541
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      3322
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     2591
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     2649
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow      3067
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      2893
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     2590
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     3123
## StatusInvaded:SeasonSpring:Live_BiomassLow            2977
## StatusInvaded:SeasonWinter:Live_BiomassLow            2423
## StatusInvaded:SeasonSpring:Live_BiomassHigh           2313
## StatusInvaded:SeasonWinter:Live_BiomassHigh           2999
## StatusInvaded:SeasonSpring:Dead_BiomassLow            2787
## StatusInvaded:SeasonWinter:Dead_BiomassLow            3223
## StatusInvaded:SeasonSpring:Dead_BiomassHigh           3174
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           2675
## StatusInvaded:SeasonSpring:Litter_BiomassLow          2947
## StatusInvaded:SeasonWinter:Litter_BiomassLow          3031
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         3050
## StatusInvaded:SeasonWinter:Litter_BiomassHigh         3123
## StatusInvaded:SeasonSpring:TreeBH                     2594
## StatusInvaded:SeasonWinter:TreeBH                     2976
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma    44.41      1.20    42.16    46.80 1.00     5868     2817
## nu        1.00      0.00     1.00     1.01 1.00     4252     1870
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Crown Fire Intensity Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##   <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Crown Fireline Intensity (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
##     </tr>
##   </thead>
##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">318.85</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">10.03</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">297.91</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">338.00</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">Canopy Base Height</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right" style="font-weight: bold;">130.32</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right" style="font-weight: bold;">1.07</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">128.24</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">132.46</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Dead Biomass</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">21.00</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">5.25</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">11.04</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">31.29</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">−921.93</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.51</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−936.96</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−906.76</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">High Litter Biomass</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right" style="font-weight: bold;">34.72</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right" style="font-weight: bold;">4.97</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">25.11</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">44.76</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">High Live Biomass</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right">7.92</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right">5.34</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right">−2.60</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right">18.26</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right">0.931</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right" style="font-weight: bold;">−480.31</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.44</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−495.69</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−466.50</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Low Dead Biomass</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right">−6.99</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right">5.19</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right">−17.51</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right">3.39</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right">0.095</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">674.82</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.36</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">662.28</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">688.36</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Low Litter Biomass</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">−91.16</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">5.80</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−103.46</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−79.71</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Low Live Biomass</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right">−8.47</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right">5.38</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right">−18.92</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right">2.34</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right">0.067</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right">−0.19</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right">4.67</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right">−9.23</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right">9.34</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right">0.485</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right" style="font-weight: bold;">321.23</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.37</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">282.98</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">358.05</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Canopy Base Height</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">103.85</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">2.17</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">99.51</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">108.24</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right" style="font-weight: bold;">17.77</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right" style="font-weight: bold;">8.29</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.08</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">33.69</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.980</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right" style="font-weight: bold;">560.41</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right" style="font-weight: bold;">13.02</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">533.83</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">584.60</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right" style="font-weight: bold;">107.24</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right" style="font-weight: bold;">9.04</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">89.71</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">124.80</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Biomass</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right">9.30</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right">8.51</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right">−7.98</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right">26.07</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right">0.864</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right" style="font-weight: bold;">−381.06</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.73</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−408.15</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−351.73</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right" style="font-weight: bold;">−19.67</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right" style="font-weight: bold;">8.60</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−36.18</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−3.26</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.011</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right" style="font-weight: bold;">−179.45</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.98</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−204.62</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−157.35</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right" style="font-weight: bold;">−61.17</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right" style="font-weight: bold;">9.64</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−80.04</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−41.64</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right">−5.53</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right">8.88</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right">−22.59</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right">11.34</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right">0.265</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">570.09</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.32</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">548.63</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">592.66</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">−321.04</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.95</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−343.45</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−297.00</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Canopy Base Height</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right" style="font-weight: bold;">−129.99</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right" style="font-weight: bold;">1.22</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−132.39</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−127.62</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right" style="font-weight: bold;">−20.73</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.27</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−33.51</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−8.38</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.001</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right" style="font-weight: bold;">921.72</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.96</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">905.42</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">937.95</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right" style="font-weight: bold;">−33.54</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.05</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−45.71</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−21.59</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Biomass</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right">−7.87</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right">6.46</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right">−20.40</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right">4.72</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right">0.116</td></tr>
##     <tr><th id="stub_1_31" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_31 Estimate" class="gt_row gt_right" style="font-weight: bold;">479.15</td>
## <td headers="stub_1_31 Est. Error" class="gt_row gt_right" style="font-weight: bold;">8.16</td>
## <td headers="stub_1_31 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">463.68</td>
## <td headers="stub_1_31 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">496.08</td>
## <td headers="stub_1_31 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_32" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_32 Estimate" class="gt_row gt_right">6.86</td>
## <td headers="stub_1_32 Est. Error" class="gt_row gt_right">6.43</td>
## <td headers="stub_1_32 95% CI (Lower)" class="gt_row gt_right">−5.59</td>
## <td headers="stub_1_32 95% CI (Upper)" class="gt_row gt_right">19.35</td>
## <td headers="stub_1_32 Probability > 0" class="gt_row gt_right">0.857</td></tr>
##     <tr><th id="stub_1_33" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_33 Estimate" class="gt_row gt_right" style="font-weight: bold;">1,054.50</td>
## <td headers="stub_1_33 Est. Error" class="gt_row gt_right" style="font-weight: bold;">22.97</td>
## <td headers="stub_1_33 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">998.09</td>
## <td headers="stub_1_33 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1,094.01</td>
## <td headers="stub_1_33 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_34" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_34 Estimate" class="gt_row gt_right" style="font-weight: bold;">89.83</td>
## <td headers="stub_1_34 Est. Error" class="gt_row gt_right" style="font-weight: bold;">6.91</td>
## <td headers="stub_1_34 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">76.62</td>
## <td headers="stub_1_34 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">104.17</td>
## <td headers="stub_1_34 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_35" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_35 Estimate" class="gt_row gt_right">8.34</td>
## <td headers="stub_1_35 Est. Error" class="gt_row gt_right">6.41</td>
## <td headers="stub_1_35 95% CI (Lower)" class="gt_row gt_right">−4.86</td>
## <td headers="stub_1_35 95% CI (Upper)" class="gt_row gt_right">21.46</td>
## <td headers="stub_1_35 Probability > 0" class="gt_row gt_right">0.898</td></tr>
##     <tr><th id="stub_1_36" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_36 Estimate" class="gt_row gt_right">0.49</td>
## <td headers="stub_1_36 Est. Error" class="gt_row gt_right">5.86</td>
## <td headers="stub_1_36 95% CI (Lower)" class="gt_row gt_right">−10.97</td>
## <td headers="stub_1_36 95% CI (Upper)" class="gt_row gt_right">12.07</td>
## <td headers="stub_1_36 Probability > 0" class="gt_row gt_right">0.533</td></tr>
##     <tr><th id="stub_1_37" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_37 Estimate" class="gt_row gt_right" style="font-weight: bold;">−146.09</td>
## <td headers="stub_1_37 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.84</td>
## <td headers="stub_1_37 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−174.24</td>
## <td headers="stub_1_37 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−116.47</td>
## <td headers="stub_1_37 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_38" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Canopy Base Height</th>
## <td headers="stub_1_38 Estimate" class="gt_row gt_right" style="font-weight: bold;">−62.30</td>
## <td headers="stub_1_38 Est. Error" class="gt_row gt_right" style="font-weight: bold;">1.61</td>
## <td headers="stub_1_38 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−65.53</td>
## <td headers="stub_1_38 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−59.27</td>
## <td headers="stub_1_38 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_39" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Biomass</th>
## <td headers="stub_1_39 Estimate" class="gt_row gt_right" style="font-weight: bold;">41.16</td>
## <td headers="stub_1_39 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.99</td>
## <td headers="stub_1_39 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">25.40</td>
## <td headers="stub_1_39 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">57.21</td>
## <td headers="stub_1_39 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_40" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_40 Estimate" class="gt_row gt_right" style="font-weight: bold;">165.24</td>
## <td headers="stub_1_40 Est. Error" class="gt_row gt_right" style="font-weight: bold;">14.18</td>
## <td headers="stub_1_40 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">138.44</td>
## <td headers="stub_1_40 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">193.62</td>
## <td headers="stub_1_40 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_41" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Litter Biomass</th>
## <td headers="stub_1_41 Estimate" class="gt_row gt_right" style="font-weight: bold;">35.41</td>
## <td headers="stub_1_41 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.95</td>
## <td headers="stub_1_41 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">19.84</td>
## <td headers="stub_1_41 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">50.67</td>
## <td headers="stub_1_41 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_42" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Biomass</th>
## <td headers="stub_1_42 Estimate" class="gt_row gt_right">−14.30</td>
## <td headers="stub_1_42 Est. Error" class="gt_row gt_right">8.37</td>
## <td headers="stub_1_42 95% CI (Lower)" class="gt_row gt_right">−30.50</td>
## <td headers="stub_1_42 95% CI (Upper)" class="gt_row gt_right">2.36</td>
## <td headers="stub_1_42 Probability > 0" class="gt_row gt_right">0.045</td></tr>
##     <tr><th id="stub_1_43" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_43 Estimate" class="gt_row gt_right" style="font-weight: bold;">415.93</td>
## <td headers="stub_1_43 Est. Error" class="gt_row gt_right" style="font-weight: bold;">9.39</td>
## <td headers="stub_1_43 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">397.60</td>
## <td headers="stub_1_43 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">435.64</td>
## <td headers="stub_1_43 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_44" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Biomass</th>
## <td headers="stub_1_44 Estimate" class="gt_row gt_right" style="font-weight: bold;">−26.90</td>
## <td headers="stub_1_44 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.87</td>
## <td headers="stub_1_44 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−42.96</td>
## <td headers="stub_1_44 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−11.61</td>
## <td headers="stub_1_44 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_45" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_45 Estimate" class="gt_row gt_right" style="font-weight: bold;">401.46</td>
## <td headers="stub_1_45 Est. Error" class="gt_row gt_right" style="font-weight: bold;">15.19</td>
## <td headers="stub_1_45 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">370.07</td>
## <td headers="stub_1_45 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">430.45</td>
## <td headers="stub_1_45 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_46" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Litter Biomass</th>
## <td headers="stub_1_46 Estimate" class="gt_row gt_right" style="font-weight: bold;">26.90</td>
## <td headers="stub_1_46 Est. Error" class="gt_row gt_right" style="font-weight: bold;">8.45</td>
## <td headers="stub_1_46 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">10.52</td>
## <td headers="stub_1_46 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">43.34</td>
## <td headers="stub_1_46 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_47" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Biomass</th>
## <td headers="stub_1_47 Estimate" class="gt_row gt_right">13.02</td>
## <td headers="stub_1_47 Est. Error" class="gt_row gt_right">8.06</td>
## <td headers="stub_1_47 95% CI (Lower)" class="gt_row gt_right">−3.61</td>
## <td headers="stub_1_47 95% CI (Upper)" class="gt_row gt_right">28.66</td>
## <td headers="stub_1_47 Probability > 0" class="gt_row gt_right">0.941</td></tr>
##     <tr><th id="stub_1_48" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_48 Estimate" class="gt_row gt_right" style="font-weight: bold;">53.93</td>
## <td headers="stub_1_48 Est. Error" class="gt_row gt_right" style="font-weight: bold;">7.97</td>
## <td headers="stub_1_48 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">38.29</td>
## <td headers="stub_1_48 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">69.20</td>
## <td headers="stub_1_48 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_49" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_49 Estimate" class="gt_row gt_right" style="font-weight: bold;">179.27</td>
## <td headers="stub_1_49 Est. Error" class="gt_row gt_right" style="font-weight: bold;">24.91</td>
## <td headers="stub_1_49 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">132.63</td>
## <td headers="stub_1_49 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">227.68</td>
## <td headers="stub_1_49 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_50" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Canopy Base Height</th>
## <td headers="stub_1_50 Estimate" class="gt_row gt_right" style="font-weight: bold;">16.71</td>
## <td headers="stub_1_50 Est. Error" class="gt_row gt_right" style="font-weight: bold;">2.72</td>
## <td headers="stub_1_50 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">11.40</td>
## <td headers="stub_1_50 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">22.12</td>
## <td headers="stub_1_50 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_51" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_51 Estimate" class="gt_row gt_right" style="font-weight: bold;">−43.48</td>
## <td headers="stub_1_51 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.46</td>
## <td headers="stub_1_51 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−65.74</td>
## <td headers="stub_1_51 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−20.86</td>
## <td headers="stub_1_51 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_52" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_52 Estimate" class="gt_row gt_right" style="font-weight: bold;">−73.07</td>
## <td headers="stub_1_52 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.11</td>
## <td headers="stub_1_52 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−109.97</td>
## <td headers="stub_1_52 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−37.71</td>
## <td headers="stub_1_52 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_53" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_53 Estimate" class="gt_row gt_right" style="font-weight: bold;">44.40</td>
## <td headers="stub_1_53 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.02</td>
## <td headers="stub_1_53 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">19.57</td>
## <td headers="stub_1_53 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">68.15</td>
## <td headers="stub_1_53 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_54" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Biomass</th>
## <td headers="stub_1_54 Estimate" class="gt_row gt_right" style="font-weight: bold;">25.94</td>
## <td headers="stub_1_54 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.91</td>
## <td headers="stub_1_54 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">3.27</td>
## <td headers="stub_1_54 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">49.43</td>
## <td headers="stub_1_54 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.988</td></tr>
##     <tr><th id="stub_1_55" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_55 Estimate" class="gt_row gt_right" style="font-weight: bold;">256.23</td>
## <td headers="stub_1_55 Est. Error" class="gt_row gt_right" style="font-weight: bold;">16.78</td>
## <td headers="stub_1_55 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">223.31</td>
## <td headers="stub_1_55 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">287.13</td>
## <td headers="stub_1_55 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_56" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_56 Estimate" class="gt_row gt_right" style="font-weight: bold;">24.63</td>
## <td headers="stub_1_56 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.77</td>
## <td headers="stub_1_56 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">2.22</td>
## <td headers="stub_1_56 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">47.23</td>
## <td headers="stub_1_56 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.984</td></tr>
##     <tr><th id="stub_1_57" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_57 Estimate" class="gt_row gt_right" style="font-weight: bold;">−798.52</td>
## <td headers="stub_1_57 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.80</td>
## <td headers="stub_1_57 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−833.63</td>
## <td headers="stub_1_57 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−759.06</td>
## <td headers="stub_1_57 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_58" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_58 Estimate" class="gt_row gt_right" style="font-weight: bold;">47.15</td>
## <td headers="stub_1_58 Est. Error" class="gt_row gt_right" style="font-weight: bold;">12.42</td>
## <td headers="stub_1_58 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">22.31</td>
## <td headers="stub_1_58 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">71.51</td>
## <td headers="stub_1_58 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_59" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_59 Estimate" class="gt_row gt_right">−20.10</td>
## <td headers="stub_1_59 Est. Error" class="gt_row gt_right">11.52</td>
## <td headers="stub_1_59 95% CI (Lower)" class="gt_row gt_right">−42.20</td>
## <td headers="stub_1_59 95% CI (Upper)" class="gt_row gt_right">3.73</td>
## <td headers="stub_1_59 Probability > 0" class="gt_row gt_right">0.048</td></tr>
##     <tr><th id="stub_1_60" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_60 Estimate" class="gt_row gt_right" style="font-weight: bold;">535.99</td>
## <td headers="stub_1_60 Est. Error" class="gt_row gt_right" style="font-weight: bold;">20.80</td>
## <td headers="stub_1_60 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">492.57</td>
## <td headers="stub_1_60 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">574.20</td>
## <td headers="stub_1_60 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_61" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_61 Estimate" class="gt_row gt_right" style="font-weight: bold;">269.76</td>
## <td headers="stub_1_61 Est. Error" class="gt_row gt_right" style="font-weight: bold;">19.62</td>
## <td headers="stub_1_61 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">231.28</td>
## <td headers="stub_1_61 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">307.85</td>
## <td headers="stub_1_61 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_62" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Canopy Base Height</th>
## <td headers="stub_1_62 Estimate" class="gt_row gt_right" style="font-weight: bold;">79.05</td>
## <td headers="stub_1_62 Est. Error" class="gt_row gt_right" style="font-weight: bold;">2.04</td>
## <td headers="stub_1_62 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">75.16</td>
## <td headers="stub_1_62 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">82.91</td>
## <td headers="stub_1_62 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_63" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_63 Estimate" class="gt_row gt_right" style="font-weight: bold;">−29.53</td>
## <td headers="stub_1_63 Est. Error" class="gt_row gt_right" style="font-weight: bold;">10.20</td>
## <td headers="stub_1_63 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−49.31</td>
## <td headers="stub_1_63 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−10.23</td>
## <td headers="stub_1_63 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.002</td></tr>
##     <tr><th id="stub_1_64" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_64 Estimate" class="gt_row gt_right" style="font-weight: bold;">−422.08</td>
## <td headers="stub_1_64 Est. Error" class="gt_row gt_right" style="font-weight: bold;">15.49</td>
## <td headers="stub_1_64 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−452.44</td>
## <td headers="stub_1_64 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−393.23</td>
## <td headers="stub_1_64 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_65" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_65 Estimate" class="gt_row gt_right" style="font-weight: bold;">−24.86</td>
## <td headers="stub_1_65 Est. Error" class="gt_row gt_right" style="font-weight: bold;">9.96</td>
## <td headers="stub_1_65 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−44.38</td>
## <td headers="stub_1_65 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−5.13</td>
## <td headers="stub_1_65 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.006</td></tr>
##     <tr><th id="stub_1_66" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Biomass</th>
## <td headers="stub_1_66 Estimate" class="gt_row gt_right">16.11</td>
## <td headers="stub_1_66 Est. Error" class="gt_row gt_right">10.53</td>
## <td headers="stub_1_66 95% CI (Lower)" class="gt_row gt_right">−4.83</td>
## <td headers="stub_1_66 95% CI (Upper)" class="gt_row gt_right">36.36</td>
## <td headers="stub_1_66 Probability > 0" class="gt_row gt_right">0.930</td></tr>
##     <tr><th id="stub_1_67" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_67 Estimate" class="gt_row gt_right" style="font-weight: bold;">−441.17</td>
## <td headers="stub_1_67 Est. Error" class="gt_row gt_right" style="font-weight: bold;">11.07</td>
## <td headers="stub_1_67 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−463.30</td>
## <td headers="stub_1_67 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−420.11</td>
## <td headers="stub_1_67 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_68" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_68 Estimate" class="gt_row gt_right">19.64</td>
## <td headers="stub_1_68 Est. Error" class="gt_row gt_right">10.09</td>
## <td headers="stub_1_68 95% CI (Lower)" class="gt_row gt_right">−0.12</td>
## <td headers="stub_1_68 95% CI (Upper)" class="gt_row gt_right">39.98</td>
## <td headers="stub_1_68 Probability > 0" class="gt_row gt_right">0.975</td></tr>
##     <tr><th id="stub_1_69" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_69 Estimate" class="gt_row gt_right" style="font-weight: bold;">−349.15</td>
## <td headers="stub_1_69 Est. Error" class="gt_row gt_right" style="font-weight: bold;">31.42</td>
## <td headers="stub_1_69 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−407.30</td>
## <td headers="stub_1_69 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−283.54</td>
## <td headers="stub_1_69 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_70" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_70 Estimate" class="gt_row gt_right" style="font-weight: bold;">−37.90</td>
## <td headers="stub_1_70 Est. Error" class="gt_row gt_right" style="font-weight: bold;">10.62</td>
## <td headers="stub_1_70 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−58.31</td>
## <td headers="stub_1_70 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−17.30</td>
## <td headers="stub_1_70 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_71" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_71 Estimate" class="gt_row gt_right">−13.11</td>
## <td headers="stub_1_71 Est. Error" class="gt_row gt_right">10.07</td>
## <td headers="stub_1_71 95% CI (Lower)" class="gt_row gt_right">−32.43</td>
## <td headers="stub_1_71 95% CI (Upper)" class="gt_row gt_right">7.80</td>
## <td headers="stub_1_71 Probability > 0" class="gt_row gt_right">0.097</td></tr>
##     <tr><th id="stub_1_72" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_72 Estimate" class="gt_row gt_right" style="font-weight: bold;">−29.13</td>
## <td headers="stub_1_72 Est. Error" class="gt_row gt_right" style="font-weight: bold;">10.13</td>
## <td headers="stub_1_72 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−48.97</td>
## <td headers="stub_1_72 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−8.91</td>
## <td headers="stub_1_72 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.002</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

Crown Fire Intensity Conditional Effects

## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Crown Fire Intensity Posterior Probabilities

post_C_Fin <- posterior_samples(Crown_Fin_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_C_Fin)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_Live_BiomassLow"                                  
## [10] "b_Live_BiomassHigh"                                 
## [11] "b_Dead_BiomassLow"                                  
## [12] "b_Dead_BiomassHigh"                                 
## [13] "b_Litter_BiomassLow"                                
## [14] "b_Litter_BiomassHigh"                               
## [15] "b_TreeBH"                                           
## [16] "b_StatusInvaded:SeasonSpring"                       
## [17] "b_StatusInvaded:SeasonWinter"                       
## [18] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [19] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [20] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [21] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [22] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [23] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [24] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [25] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [26] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [27] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [28] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [29] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [30] "b_StatusInvaded:Live_BiomassLow"                    
## [31] "b_StatusInvaded:Live_BiomassHigh"                   
## [32] "b_SeasonSpring:Live_BiomassLow"                     
## [33] "b_SeasonWinter:Live_BiomassLow"                     
## [34] "b_SeasonSpring:Live_BiomassHigh"                    
## [35] "b_SeasonWinter:Live_BiomassHigh"                    
## [36] "b_StatusInvaded:Dead_BiomassLow"                    
## [37] "b_StatusInvaded:Dead_BiomassHigh"                   
## [38] "b_SeasonSpring:Dead_BiomassLow"                     
## [39] "b_SeasonWinter:Dead_BiomassLow"                     
## [40] "b_SeasonSpring:Dead_BiomassHigh"                    
## [41] "b_SeasonWinter:Dead_BiomassHigh"                    
## [42] "b_StatusInvaded:Litter_BiomassLow"                  
## [43] "b_StatusInvaded:Litter_BiomassHigh"                 
## [44] "b_SeasonSpring:Litter_BiomassLow"                   
## [45] "b_SeasonWinter:Litter_BiomassLow"                   
## [46] "b_SeasonSpring:Litter_BiomassHigh"                  
## [47] "b_SeasonWinter:Litter_BiomassHigh"                  
## [48] "b_StatusInvaded:TreeBH"                             
## [49] "b_SeasonSpring:TreeBH"                              
## [50] "b_SeasonWinter:TreeBH"                              
## [51] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [52] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [53] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [54] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [55] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [56] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [57] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [58] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [59] "b_StatusInvaded:SeasonSpring:Live_BiomassLow"       
## [60] "b_StatusInvaded:SeasonWinter:Live_BiomassLow"       
## [61] "b_StatusInvaded:SeasonSpring:Live_BiomassHigh"      
## [62] "b_StatusInvaded:SeasonWinter:Live_BiomassHigh"      
## [63] "b_StatusInvaded:SeasonSpring:Dead_BiomassLow"       
## [64] "b_StatusInvaded:SeasonWinter:Dead_BiomassLow"       
## [65] "b_StatusInvaded:SeasonSpring:Dead_BiomassHigh"      
## [66] "b_StatusInvaded:SeasonWinter:Dead_BiomassHigh"      
## [67] "b_StatusInvaded:SeasonSpring:Litter_BiomassLow"     
## [68] "b_StatusInvaded:SeasonWinter:Litter_BiomassLow"     
## [69] "b_StatusInvaded:SeasonSpring:Litter_BiomassHigh"    
## [70] "b_StatusInvaded:SeasonWinter:Litter_BiomassHigh"    
## [71] "b_StatusInvaded:SeasonSpring:TreeBH"                
## [72] "b_StatusInvaded:SeasonWinter:TreeBH"                
## [73] "sigma"                                              
## [74] "nu"                                                 
## [75] "Intercept"                                          
## [76] "lprior"                                             
## [77] "lp__"
mean(post_C_Fin$b_StatusInvaded > 0)
## [1] 0
mean(post_C_Fin$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_Fin$b_Live_Fuel_MoistureLow > 0)
## [1] 0.48475
mean(post_C_Fin$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_Fin$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_C_Fin$b_Live_BiomassHigh > 0)
## [1] 0.9315
mean(post_C_Fin$b_Live_BiomassLow > 0)
## [1] 0.06675
mean(post_C_Fin$b_Dead_BiomassHigh > 0)
## [1] 1
mean(post_C_Fin$b_Dead_BiomassLow > 0)
## [1] 0.09525
mean(post_C_Fin$b_Litter_BiomassHigh > 0)
## [1] 1
mean(post_C_Fin$b_Litter_BiomassLow > 0)
## [1] 0
mean(post_C_Fin$b_SeasonSpring > 0)
## [1] 1
mean(post_C_Fin$b_SeasonWinter > 0)
## [1] 0
mean(post_C_Fin$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:Live_BiomassHigh' > 0)
## [1] 0.04475
mean(post_C_Fin$'b_StatusInvaded:Live_BiomassLow' > 0)
## [1] 0.941
mean(post_C_Fin$'b_StatusInvaded:Dead_BiomassHigh' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:Dead_BiomassLow' > 0)
## [1] 0.00025
mean(post_C_Fin$'b_StatusInvaded:Litter_BiomassHigh' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:Litter_BiomassLow' > 0)
## [1] 0.99975
mean(post_C_Fin$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 1
mean(post_C_Fin$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 1

GLMM Crown Fire Flame Length

Crown Fire Flame Length Model Comparison

##  Family: student 
##   Links: mu = identity; sigma = identity; nu = identity 
## Formula: C_FL ~ Status * Season * Live_Fuel_Moisture + Status * Season * Dead_Fuel_Moisture + Status * Season * Live_Biomass + Status * Season * Dead_Biomass + Status * Season * Litter_Biomass + Status * Season * TreeBH 
##    Data: fb (Number of observations: 4374) 
##   Draws: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
##          total post-warmup draws = 4000
## 
## Regression Coefficients:
##                                                   Estimate Est.Error l-95% CI
## Intercept                                             1.47      0.02     1.44
## StatusInvaded                                        -0.51      0.03    -0.56
## SeasonSpring                                          0.92      0.03     0.86
## SeasonWinter                                         -1.48      0.02    -1.52
## Live_Fuel_MoistureLow                                -0.00      0.01    -0.02
## Live_Fuel_MoistureHigh                               -0.80      0.01    -0.82
## Dead_Fuel_MoistureLow                                 1.07      0.01     1.05
## Dead_Fuel_MoistureHigh                               -2.49      0.01    -2.52
## Live_BiomassLow                                      -0.01      0.01    -0.03
## Live_BiomassHigh                                      0.01      0.01    -0.01
## Dead_BiomassLow                                      -0.01      0.01    -0.02
## Dead_BiomassHigh                                      0.03      0.01     0.02
## Litter_BiomassLow                                    -0.16      0.01    -0.18
## Litter_BiomassHigh                                    0.05      0.01     0.03
## TreeBH                                                0.22      0.00     0.22
## StatusInvaded:SeasonSpring                            0.42      0.04     0.34
## StatusInvaded:SeasonWinter                            1.12      0.04     1.05
## StatusInvaded:Live_Fuel_MoistureLow                   0.11      0.01     0.08
## StatusInvaded:Live_Fuel_MoistureHigh                  0.66      0.02     0.63
## SeasonSpring:Live_Fuel_MoistureLow                    0.80      0.02     0.77
## SeasonWinter:Live_Fuel_MoistureLow                    0.00      0.01    -0.02
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.39      0.02    -0.42
## SeasonWinter:Live_Fuel_MoistureHigh                   0.80      0.01     0.78
## StatusInvaded:Dead_Fuel_MoistureLow                   0.71      0.02     0.68
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.28      0.03     0.23
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.47      0.01    -0.50
## SeasonWinter:Dead_Fuel_MoistureLow                    2.78      0.04     2.69
## SeasonSpring:Dead_Fuel_MoistureHigh                   1.96      0.02     1.92
## SeasonWinter:Dead_Fuel_MoistureHigh                   2.49      0.01     2.47
## StatusInvaded:Live_BiomassLow                         0.02      0.01    -0.01
## StatusInvaded:Live_BiomassHigh                       -0.02      0.01    -0.04
## SeasonSpring:Live_BiomassLow                         -0.00      0.01    -0.03
## SeasonWinter:Live_BiomassLow                          0.01      0.01    -0.01
## SeasonSpring:Live_BiomassHigh                         0.02      0.01    -0.01
## SeasonWinter:Live_BiomassHigh                        -0.01      0.01    -0.03
## StatusInvaded:Dead_BiomassLow                        -0.08      0.01    -0.11
## StatusInvaded:Dead_BiomassHigh                        0.08      0.01     0.05
## SeasonSpring:Dead_BiomassLow                         -0.02      0.01    -0.05
## SeasonWinter:Dead_BiomassLow                          0.01      0.01    -0.01
## SeasonSpring:Dead_BiomassHigh                         0.02      0.01    -0.01
## SeasonWinter:Dead_BiomassHigh                        -0.03      0.01    -0.06
## StatusInvaded:Litter_BiomassLow                       0.01      0.02    -0.01
## StatusInvaded:Litter_BiomassHigh                      0.10      0.01     0.07
## SeasonSpring:Litter_BiomassLow                       -0.04      0.02    -0.07
## SeasonWinter:Litter_BiomassLow                        0.16      0.01     0.13
## SeasonSpring:Litter_BiomassHigh                       0.15      0.01     0.12
## SeasonWinter:Litter_BiomassHigh                      -0.05      0.01    -0.07
## StatusInvaded:TreeBH                                 -0.08      0.00    -0.08
## SeasonSpring:TreeBH                                   0.09      0.00     0.08
## SeasonWinter:TreeBH                                  -0.22      0.00    -0.23
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.58      0.03     0.53
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow     -0.03      0.02    -0.07
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.28      0.02     0.23
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh    -0.74      0.02    -0.78
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -1.17      0.02    -1.21
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -1.40      0.05    -1.50
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.12      0.03    -0.18
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh    -1.37      0.03    -1.43
## StatusInvaded:SeasonSpring:Live_BiomassLow           -0.03      0.02    -0.07
## StatusInvaded:SeasonWinter:Live_BiomassLow           -0.02      0.02    -0.06
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.04      0.02    -0.00
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.02      0.02    -0.02
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.07      0.02     0.04
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.05      0.02     0.02
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.08      0.02    -0.12
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          -0.04      0.02    -0.08
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.07      0.02     0.03
## StatusInvaded:SeasonWinter:Litter_BiomassLow         -0.06      0.02    -0.09
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.02      0.02    -0.02
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.06      0.02    -0.10
## StatusInvaded:SeasonSpring:TreeBH                     0.03      0.00     0.02
## StatusInvaded:SeasonWinter:TreeBH                     0.13      0.00     0.13
##                                                   u-95% CI Rhat Bulk_ESS
## Intercept                                             1.51 1.00     2209
## StatusInvaded                                        -0.45 1.00     2011
## SeasonSpring                                          0.99 1.00     2283
## SeasonWinter                                         -1.44 1.00     2355
## Live_Fuel_MoistureLow                                 0.02 1.00     3161
## Live_Fuel_MoistureHigh                               -0.78 1.00     2232
## Dead_Fuel_MoistureLow                                 1.09 1.00     3719
## Dead_Fuel_MoistureHigh                               -2.47 1.00     2776
## Live_BiomassLow                                       0.00 1.00     2490
## Live_BiomassHigh                                      0.02 1.00     2562
## Dead_BiomassLow                                       0.01 1.00     2593
## Dead_BiomassHigh                                      0.05 1.00     2681
## Litter_BiomassLow                                    -0.14 1.00     2426
## Litter_BiomassHigh                                    0.07 1.00     2767
## TreeBH                                                0.23 1.00     3388
## StatusInvaded:SeasonSpring                            0.51 1.00     2031
## StatusInvaded:SeasonWinter                            1.19 1.00     2179
## StatusInvaded:Live_Fuel_MoistureLow                   0.14 1.00     3117
## StatusInvaded:Live_Fuel_MoistureHigh                  0.69 1.00     2237
## SeasonSpring:Live_Fuel_MoistureLow                    0.84 1.00     2624
## SeasonWinter:Live_Fuel_MoistureLow                    0.02 1.00     3369
## SeasonSpring:Live_Fuel_MoistureHigh                  -0.35 1.00     2791
## SeasonWinter:Live_Fuel_MoistureHigh                   0.83 1.00     2570
## StatusInvaded:Dead_Fuel_MoistureLow                   0.74 1.00     3682
## StatusInvaded:Dead_Fuel_MoistureHigh                  0.33 1.00     2581
## SeasonSpring:Dead_Fuel_MoistureLow                   -0.44 1.00     3674
## SeasonWinter:Dead_Fuel_MoistureLow                    2.85 1.00     4099
## SeasonSpring:Dead_Fuel_MoistureHigh                   2.00 1.00     2830
## SeasonWinter:Dead_Fuel_MoistureHigh                   2.52 1.00     2748
## StatusInvaded:Live_BiomassLow                         0.05 1.00     2388
## StatusInvaded:Live_BiomassHigh                        0.01 1.00     2570
## SeasonSpring:Live_BiomassLow                          0.03 1.00     3087
## SeasonWinter:Live_BiomassLow                          0.03 1.00     2671
## SeasonSpring:Live_BiomassHigh                         0.04 1.00     3119
## SeasonWinter:Live_BiomassHigh                         0.01 1.00     2774
## StatusInvaded:Dead_BiomassLow                        -0.06 1.00     2288
## StatusInvaded:Dead_BiomassHigh                        0.11 1.00     2394
## SeasonSpring:Dead_BiomassLow                          0.00 1.00     2776
## SeasonWinter:Dead_BiomassLow                          0.03 1.00     2630
## SeasonSpring:Dead_BiomassHigh                         0.05 1.00     3061
## SeasonWinter:Dead_BiomassHigh                        -0.01 1.00     2735
## StatusInvaded:Litter_BiomassLow                       0.04 1.00     2420
## StatusInvaded:Litter_BiomassHigh                      0.12 1.00     2522
## SeasonSpring:Litter_BiomassLow                       -0.01 1.00     2905
## SeasonWinter:Litter_BiomassLow                        0.18 1.00     2571
## SeasonSpring:Litter_BiomassHigh                       0.18 1.00     3356
## SeasonWinter:Litter_BiomassHigh                      -0.03 1.00     2870
## StatusInvaded:TreeBH                                 -0.07 1.00     3109
## SeasonSpring:TreeBH                                   0.10 1.00     2627
## SeasonWinter:TreeBH                                  -0.22 1.00     3548
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      0.63 1.00     2882
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      0.01 1.00     3286
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     0.32 1.00     2681
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh    -0.71 1.00     2671
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow     -1.13 1.00     3396
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow     -1.29 1.00     3933
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh    -0.05 1.00     2854
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh    -1.31 1.00     2916
## StatusInvaded:SeasonSpring:Live_BiomassLow            0.01 1.00     2796
## StatusInvaded:SeasonWinter:Live_BiomassLow            0.02 1.00     2744
## StatusInvaded:SeasonSpring:Live_BiomassHigh           0.07 1.00     2761
## StatusInvaded:SeasonWinter:Live_BiomassHigh           0.05 1.00     2792
## StatusInvaded:SeasonSpring:Dead_BiomassLow            0.11 1.00     2470
## StatusInvaded:SeasonWinter:Dead_BiomassLow            0.09 1.00     2664
## StatusInvaded:SeasonSpring:Dead_BiomassHigh          -0.04 1.00     2830
## StatusInvaded:SeasonWinter:Dead_BiomassHigh          -0.00 1.00     2826
## StatusInvaded:SeasonSpring:Litter_BiomassLow          0.11 1.00     2577
## StatusInvaded:SeasonWinter:Litter_BiomassLow         -0.02 1.00     2782
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         0.06 1.00     2875
## StatusInvaded:SeasonWinter:Litter_BiomassHigh        -0.03 1.00     2809
## StatusInvaded:SeasonSpring:TreeBH                     0.04 1.00     2517
## StatusInvaded:SeasonWinter:TreeBH                     0.14 1.00     3162
##                                                   Tail_ESS
## Intercept                                             2696
## StatusInvaded                                         2615
## SeasonSpring                                          2892
## SeasonWinter                                          2818
## Live_Fuel_MoistureLow                                 2969
## Live_Fuel_MoistureHigh                                3005
## Dead_Fuel_MoistureLow                                 3388
## Dead_Fuel_MoistureHigh                                2862
## Live_BiomassLow                                       2869
## Live_BiomassHigh                                      2895
## Dead_BiomassLow                                       3242
## Dead_BiomassHigh                                      3030
## Litter_BiomassLow                                     2773
## Litter_BiomassHigh                                    2899
## TreeBH                                                3197
## StatusInvaded:SeasonSpring                            2490
## StatusInvaded:SeasonWinter                            2764
## StatusInvaded:Live_Fuel_MoistureLow                   3108
## StatusInvaded:Live_Fuel_MoistureHigh                  3065
## SeasonSpring:Live_Fuel_MoistureLow                    3129
## SeasonWinter:Live_Fuel_MoistureLow                    3154
## SeasonSpring:Live_Fuel_MoistureHigh                   3136
## SeasonWinter:Live_Fuel_MoistureHigh                   2962
## StatusInvaded:Dead_Fuel_MoistureLow                   3447
## StatusInvaded:Dead_Fuel_MoistureHigh                  2761
## SeasonSpring:Dead_Fuel_MoistureLow                    3526
## SeasonWinter:Dead_Fuel_MoistureLow                    2943
## SeasonSpring:Dead_Fuel_MoistureHigh                   3036
## SeasonWinter:Dead_Fuel_MoistureHigh                   3187
## StatusInvaded:Live_BiomassLow                         2563
## StatusInvaded:Live_BiomassHigh                        3018
## SeasonSpring:Live_BiomassLow                          3113
## SeasonWinter:Live_BiomassLow                          3127
## SeasonSpring:Live_BiomassHigh                         3116
## SeasonWinter:Live_BiomassHigh                         2919
## StatusInvaded:Dead_BiomassLow                         3241
## StatusInvaded:Dead_BiomassHigh                        3026
## SeasonSpring:Dead_BiomassLow                          3201
## SeasonWinter:Dead_BiomassLow                          3062
## SeasonSpring:Dead_BiomassHigh                         2912
## SeasonWinter:Dead_BiomassHigh                         2798
## StatusInvaded:Litter_BiomassLow                       2793
## StatusInvaded:Litter_BiomassHigh                      2588
## SeasonSpring:Litter_BiomassLow                        3150
## SeasonWinter:Litter_BiomassLow                        3036
## SeasonSpring:Litter_BiomassHigh                       3106
## SeasonWinter:Litter_BiomassHigh                       3112
## StatusInvaded:TreeBH                                  2877
## SeasonSpring:TreeBH                                   2819
## SeasonWinter:TreeBH                                   3486
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow      3104
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow      3087
## StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh     3348
## StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh     3186
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow      2996
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow      3138
## StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh     3017
## StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh     2694
## StatusInvaded:SeasonSpring:Live_BiomassLow            2730
## StatusInvaded:SeasonWinter:Live_BiomassLow            3021
## StatusInvaded:SeasonSpring:Live_BiomassHigh           3027
## StatusInvaded:SeasonWinter:Live_BiomassHigh           2993
## StatusInvaded:SeasonSpring:Dead_BiomassLow            3351
## StatusInvaded:SeasonWinter:Dead_BiomassLow            3294
## StatusInvaded:SeasonSpring:Dead_BiomassHigh           3476
## StatusInvaded:SeasonWinter:Dead_BiomassHigh           3206
## StatusInvaded:SeasonSpring:Litter_BiomassLow          3051
## StatusInvaded:SeasonWinter:Litter_BiomassLow          3091
## StatusInvaded:SeasonSpring:Litter_BiomassHigh         3115
## StatusInvaded:SeasonWinter:Litter_BiomassHigh         2951
## StatusInvaded:SeasonSpring:TreeBH                     2697
## StatusInvaded:SeasonWinter:TreeBH                     2921
## 
## Further Distributional Parameters:
##       Estimate Est.Error l-95% CI u-95% CI Rhat Bulk_ESS Tail_ESS
## sigma     0.07      0.00     0.07     0.07 1.00     7060     2737
## nu        1.00      0.00     1.00     1.01 1.00     4556     2305
## 
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## Using 10 posterior draws for ppc type 'dens_overlay' by default.

Crown Flame Length Table

## Warning: Dropping 'draws_df' class as required metadata was removed.
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##   <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
##   <thead>
##     <tr class="gt_heading">
##       <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Posterior Estimates for Crown Fire Flame Length (Seasonal)</td>
##     </tr>
##     
##     <tr class="gt_col_headings">
##       <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="a::stub"></th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Estimate">Estimate</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Est.-Error">Est. Error</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Lower)">95% CI (Lower)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="a95%-CI-(Upper)">95% CI (Upper)</th>
##       <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Probability-&gt;-0">Probability &gt; 0</th>
##     </tr>
##   </thead>
##   <tbody class="gt_table_body">
##     <tr><th id="stub_1_1" scope="row" class="gt_row gt_center gt_stub">Intercept</th>
## <td headers="stub_1_1 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.47</td>
## <td headers="stub_1_1 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_1 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.44</td>
## <td headers="stub_1_1 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.51</td>
## <td headers="stub_1_1 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_2" scope="row" class="gt_row gt_center gt_stub">Canopy Base Height</th>
## <td headers="stub_1_2 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_2 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_2 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.22</td>
## <td headers="stub_1_2 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.23</td>
## <td headers="stub_1_2 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_3" scope="row" class="gt_row gt_center gt_stub">High Dead Biomass</th>
## <td headers="stub_1_3 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_3 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_3 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_3 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_3 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_4" scope="row" class="gt_row gt_center gt_stub">High Dead Fuel Moisture</th>
## <td headers="stub_1_4 Estimate" class="gt_row gt_right" style="font-weight: bold;">−2.49</td>
## <td headers="stub_1_4 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_4 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−2.52</td>
## <td headers="stub_1_4 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−2.47</td>
## <td headers="stub_1_4 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_5" scope="row" class="gt_row gt_center gt_stub">High Litter Biomass</th>
## <td headers="stub_1_5 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_5 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_5 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_5 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_5 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_6" scope="row" class="gt_row gt_center gt_stub">High Live Biomass</th>
## <td headers="stub_1_6 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_6 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_6 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_6 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_6 Probability > 0" class="gt_row gt_right">0.776</td></tr>
##     <tr><th id="stub_1_7" scope="row" class="gt_row gt_center gt_stub">High Live Fuel Moisture</th>
## <td headers="stub_1_7 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.80</td>
## <td headers="stub_1_7 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_7 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.82</td>
## <td headers="stub_1_7 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.78</td>
## <td headers="stub_1_7 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_8" scope="row" class="gt_row gt_center gt_stub">Low Dead Biomass</th>
## <td headers="stub_1_8 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_8 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_8 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_8 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_8 Probability > 0" class="gt_row gt_right">0.191</td></tr>
##     <tr><th id="stub_1_9" scope="row" class="gt_row gt_center gt_stub">Low Dead Fuel Moisture</th>
## <td headers="stub_1_9 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.07</td>
## <td headers="stub_1_9 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_9 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.05</td>
## <td headers="stub_1_9 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.09</td>
## <td headers="stub_1_9 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_10" scope="row" class="gt_row gt_center gt_stub">Low Litter Biomass</th>
## <td headers="stub_1_10 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.16</td>
## <td headers="stub_1_10 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_10 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.18</td>
## <td headers="stub_1_10 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.14</td>
## <td headers="stub_1_10 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_11" scope="row" class="gt_row gt_center gt_stub">Low Live Biomass</th>
## <td headers="stub_1_11 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_11 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_11 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_11 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_11 Probability > 0" class="gt_row gt_right">0.058</td></tr>
##     <tr><th id="stub_1_12" scope="row" class="gt_row gt_center gt_stub">Low Live Fuel Moisture</th>
## <td headers="stub_1_12 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_12 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_12 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_12 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_12 Probability > 0" class="gt_row gt_right">0.500</td></tr>
##     <tr><th id="stub_1_13" scope="row" class="gt_row gt_center gt_stub">Season-Spring</th>
## <td headers="stub_1_13 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.92</td>
## <td headers="stub_1_13 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_13 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.86</td>
## <td headers="stub_1_13 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.99</td>
## <td headers="stub_1_13 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_14" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Canopy Base Height</th>
## <td headers="stub_1_14 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_14 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_14 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_14 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_14 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_15" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_15 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_15 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_15 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_15 95% CI (Upper)" class="gt_row gt_right">0.05</td>
## <td headers="stub_1_15 Probability > 0" class="gt_row gt_right">0.930</td></tr>
##     <tr><th id="stub_1_16" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_16 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.96</td>
## <td headers="stub_1_16 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_16 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.92</td>
## <td headers="stub_1_16 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">2.00</td>
## <td headers="stub_1_16 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_17" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_17 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.15</td>
## <td headers="stub_1_17 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_17 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_17 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_17 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_18" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Biomass</th>
## <td headers="stub_1_18 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_18 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_18 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_18 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_18 Probability > 0" class="gt_row gt_right">0.901</td></tr>
##     <tr><th id="stub_1_19" scope="row" class="gt_row gt_center gt_stub">Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_19 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.39</td>
## <td headers="stub_1_19 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_19 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.42</td>
## <td headers="stub_1_19 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.35</td>
## <td headers="stub_1_19 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_20" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_20 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_20 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_20 95% CI (Lower)" class="gt_row gt_right">−0.05</td>
## <td headers="stub_1_20 95% CI (Upper)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_20 Probability > 0" class="gt_row gt_right">0.037</td></tr>
##     <tr><th id="stub_1_21" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_21 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.47</td>
## <td headers="stub_1_21 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_21 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.50</td>
## <td headers="stub_1_21 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.44</td>
## <td headers="stub_1_21 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_22" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_22 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_22 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_22 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_22 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_22 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.010</td></tr>
##     <tr><th id="stub_1_23" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_23 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_23 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_23 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_23 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_23 Probability > 0" class="gt_row gt_right">0.435</td></tr>
##     <tr><th id="stub_1_24" scope="row" class="gt_row gt_center gt_stub">Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_24 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.80</td>
## <td headers="stub_1_24 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_24 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.77</td>
## <td headers="stub_1_24 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.84</td>
## <td headers="stub_1_24 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_25" scope="row" class="gt_row gt_center gt_stub">Season-Winter</th>
## <td headers="stub_1_25 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.48</td>
## <td headers="stub_1_25 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_25 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.52</td>
## <td headers="stub_1_25 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.44</td>
## <td headers="stub_1_25 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_26" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Canopy Base Height</th>
## <td headers="stub_1_26 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.22</td>
## <td headers="stub_1_26 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_26 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.23</td>
## <td headers="stub_1_26 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.22</td>
## <td headers="stub_1_26 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_27" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_27 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_27 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_27 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_27 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.01</td>
## <td headers="stub_1_27 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_28" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_28 Estimate" class="gt_row gt_right" style="font-weight: bold;">2.49</td>
## <td headers="stub_1_28 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_28 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">2.47</td>
## <td headers="stub_1_28 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">2.52</td>
## <td headers="stub_1_28 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_29" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_29 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_29 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_29 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_29 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_29 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_30" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Biomass</th>
## <td headers="stub_1_30 Estimate" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_30 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_30 95% CI (Lower)" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_30 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_30 Probability > 0" class="gt_row gt_right">0.272</td></tr>
##     <tr><th id="stub_1_31" scope="row" class="gt_row gt_center gt_stub">Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_31 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.80</td>
## <td headers="stub_1_31 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_31 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.78</td>
## <td headers="stub_1_31 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.83</td>
## <td headers="stub_1_31 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_32" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_32 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_32 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_32 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_32 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_32 Probability > 0" class="gt_row gt_right">0.770</td></tr>
##     <tr><th id="stub_1_33" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_33 Estimate" class="gt_row gt_right" style="font-weight: bold;">2.78</td>
## <td headers="stub_1_33 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_33 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">2.69</td>
## <td headers="stub_1_33 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">2.85</td>
## <td headers="stub_1_33 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_34" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_34 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.16</td>
## <td headers="stub_1_34 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_34 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_34 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.18</td>
## <td headers="stub_1_34 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_35" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_35 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_35 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_35 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_35 95% CI (Upper)" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_35 Probability > 0" class="gt_row gt_right">0.916</td></tr>
##     <tr><th id="stub_1_36" scope="row" class="gt_row gt_center gt_stub">Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_36 Estimate" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_36 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_36 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_36 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_36 Probability > 0" class="gt_row gt_right">0.536</td></tr>
##     <tr><th id="stub_1_37" scope="row" class="gt_row gt_center gt_stub">Status-Invaded</th>
## <td headers="stub_1_37 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.51</td>
## <td headers="stub_1_37 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_37 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.56</td>
## <td headers="stub_1_37 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.45</td>
## <td headers="stub_1_37 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_38" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Canopy Base Height</th>
## <td headers="stub_1_38 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_38 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_38 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_38 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.07</td>
## <td headers="stub_1_38 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_39" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Biomass</th>
## <td headers="stub_1_39 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_39 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_39 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_39 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_39 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_40" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Dead Fuel Moisture</th>
## <td headers="stub_1_40 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.28</td>
## <td headers="stub_1_40 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_40 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.23</td>
## <td headers="stub_1_40 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.33</td>
## <td headers="stub_1_40 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_41" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Litter Biomass</th>
## <td headers="stub_1_41 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.10</td>
## <td headers="stub_1_41 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_41 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_41 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.12</td>
## <td headers="stub_1_41 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_42" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Biomass</th>
## <td headers="stub_1_42 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_42 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_42 95% CI (Lower)" class="gt_row gt_right">−0.04</td>
## <td headers="stub_1_42 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_42 Probability > 0" class="gt_row gt_right">0.140</td></tr>
##     <tr><th id="stub_1_43" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × High Live Fuel Moisture</th>
## <td headers="stub_1_43 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.66</td>
## <td headers="stub_1_43 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_43 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.63</td>
## <td headers="stub_1_43 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.69</td>
## <td headers="stub_1_43 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_44" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Biomass</th>
## <td headers="stub_1_44 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_44 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_44 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.11</td>
## <td headers="stub_1_44 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_44 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_45" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Dead Fuel Moisture</th>
## <td headers="stub_1_45 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.71</td>
## <td headers="stub_1_45 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_45 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.68</td>
## <td headers="stub_1_45 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.74</td>
## <td headers="stub_1_45 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_46" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Litter Biomass</th>
## <td headers="stub_1_46 Estimate" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_46 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_46 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_46 95% CI (Upper)" class="gt_row gt_right">0.04</td>
## <td headers="stub_1_46 Probability > 0" class="gt_row gt_right">0.832</td></tr>
##     <tr><th id="stub_1_47" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Biomass</th>
## <td headers="stub_1_47 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_47 Est. Error" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_47 95% CI (Lower)" class="gt_row gt_right">−0.01</td>
## <td headers="stub_1_47 95% CI (Upper)" class="gt_row gt_right">0.05</td>
## <td headers="stub_1_47 Probability > 0" class="gt_row gt_right">0.928</td></tr>
##     <tr><th id="stub_1_48" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Low Live Fuel Moisture</th>
## <td headers="stub_1_48 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_48 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.01</td>
## <td headers="stub_1_48 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.08</td>
## <td headers="stub_1_48 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_48 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_49" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring</th>
## <td headers="stub_1_49 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.42</td>
## <td headers="stub_1_49 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_49 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.34</td>
## <td headers="stub_1_49 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.51</td>
## <td headers="stub_1_49 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_50" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Canopy Base Height</th>
## <td headers="stub_1_50 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_50 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_50 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_50 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_50 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_51" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Biomass</th>
## <td headers="stub_1_51 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_51 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_51 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_51 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_51 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_52" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Dead Fuel Moisture</th>
## <td headers="stub_1_52 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.12</td>
## <td headers="stub_1_52 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_52 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.18</td>
## <td headers="stub_1_52 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.05</td>
## <td headers="stub_1_52 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_53" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Litter Biomass</th>
## <td headers="stub_1_53 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_53 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_53 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_53 95% CI (Upper)" class="gt_row gt_right">0.06</td>
## <td headers="stub_1_53 Probability > 0" class="gt_row gt_right">0.849</td></tr>
##     <tr><th id="stub_1_54" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Biomass</th>
## <td headers="stub_1_54 Estimate" class="gt_row gt_right">0.03</td>
## <td headers="stub_1_54 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_54 95% CI (Lower)" class="gt_row gt_right">0.00</td>
## <td headers="stub_1_54 95% CI (Upper)" class="gt_row gt_right">0.07</td>
## <td headers="stub_1_54 Probability > 0" class="gt_row gt_right">0.966</td></tr>
##     <tr><th id="stub_1_55" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × High Live Fuel Moisture</th>
## <td headers="stub_1_55 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.28</td>
## <td headers="stub_1_55 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_55 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.23</td>
## <td headers="stub_1_55 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.32</td>
## <td headers="stub_1_55 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_56" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Biomass</th>
## <td headers="stub_1_56 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_56 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_56 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_56 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_56 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_57" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Dead Fuel Moisture</th>
## <td headers="stub_1_57 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.17</td>
## <td headers="stub_1_57 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_57 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.21</td>
## <td headers="stub_1_57 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.13</td>
## <td headers="stub_1_57 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_58" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Litter Biomass</th>
## <td headers="stub_1_58 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.07</td>
## <td headers="stub_1_58 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_58 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_58 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.11</td>
## <td headers="stub_1_58 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_59" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Biomass</th>
## <td headers="stub_1_59 Estimate" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_59 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_59 95% CI (Lower)" class="gt_row gt_right">−0.07</td>
## <td headers="stub_1_59 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_59 Probability > 0" class="gt_row gt_right">0.043</td></tr>
##     <tr><th id="stub_1_60" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Spring × Low Live Fuel Moisture</th>
## <td headers="stub_1_60 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.58</td>
## <td headers="stub_1_60 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_60 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.53</td>
## <td headers="stub_1_60 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.63</td>
## <td headers="stub_1_60 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_61" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter</th>
## <td headers="stub_1_61 Estimate" class="gt_row gt_right" style="font-weight: bold;">1.12</td>
## <td headers="stub_1_61 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.04</td>
## <td headers="stub_1_61 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">1.05</td>
## <td headers="stub_1_61 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">1.19</td>
## <td headers="stub_1_61 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_62" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Canopy Base Height</th>
## <td headers="stub_1_62 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_62 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_62 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.13</td>
## <td headers="stub_1_62 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.14</td>
## <td headers="stub_1_62 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">1.000</td></tr>
##     <tr><th id="stub_1_63" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Biomass</th>
## <td headers="stub_1_63 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.04</td>
## <td headers="stub_1_63 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_63 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.08</td>
## <td headers="stub_1_63 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.00</td>
## <td headers="stub_1_63 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.015</td></tr>
##     <tr><th id="stub_1_64" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Dead Fuel Moisture</th>
## <td headers="stub_1_64 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.37</td>
## <td headers="stub_1_64 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.03</td>
## <td headers="stub_1_64 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.43</td>
## <td headers="stub_1_64 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.31</td>
## <td headers="stub_1_64 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_65" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Litter Biomass</th>
## <td headers="stub_1_65 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_65 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_65 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.10</td>
## <td headers="stub_1_65 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.03</td>
## <td headers="stub_1_65 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_66" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Biomass</th>
## <td headers="stub_1_66 Estimate" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_66 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_66 95% CI (Lower)" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_66 95% CI (Upper)" class="gt_row gt_right">0.05</td>
## <td headers="stub_1_66 Probability > 0" class="gt_row gt_right">0.825</td></tr>
##     <tr><th id="stub_1_67" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × High Live Fuel Moisture</th>
## <td headers="stub_1_67 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.74</td>
## <td headers="stub_1_67 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_67 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.78</td>
## <td headers="stub_1_67 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.71</td>
## <td headers="stub_1_67 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_68" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Biomass</th>
## <td headers="stub_1_68 Estimate" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_68 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_68 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_68 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">0.09</td>
## <td headers="stub_1_68 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.998</td></tr>
##     <tr><th id="stub_1_69" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Dead Fuel Moisture</th>
## <td headers="stub_1_69 Estimate" class="gt_row gt_right" style="font-weight: bold;">−1.40</td>
## <td headers="stub_1_69 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.05</td>
## <td headers="stub_1_69 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−1.50</td>
## <td headers="stub_1_69 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−1.29</td>
## <td headers="stub_1_69 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.000</td></tr>
##     <tr><th id="stub_1_70" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Litter Biomass</th>
## <td headers="stub_1_70 Estimate" class="gt_row gt_right" style="font-weight: bold;">−0.06</td>
## <td headers="stub_1_70 Est. Error" class="gt_row gt_right" style="font-weight: bold;">0.02</td>
## <td headers="stub_1_70 95% CI (Lower)" class="gt_row gt_right" style="font-weight: bold;">−0.09</td>
## <td headers="stub_1_70 95% CI (Upper)" class="gt_row gt_right" style="font-weight: bold;">−0.02</td>
## <td headers="stub_1_70 Probability > 0" class="gt_row gt_right" style="font-weight: bold;">0.001</td></tr>
##     <tr><th id="stub_1_71" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Biomass</th>
## <td headers="stub_1_71 Estimate" class="gt_row gt_right">−0.02</td>
## <td headers="stub_1_71 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_71 95% CI (Lower)" class="gt_row gt_right">−0.06</td>
## <td headers="stub_1_71 95% CI (Upper)" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_71 Probability > 0" class="gt_row gt_right">0.122</td></tr>
##     <tr><th id="stub_1_72" scope="row" class="gt_row gt_center gt_stub">Status-Invaded × Season-Winter × Low Live Fuel Moisture</th>
## <td headers="stub_1_72 Estimate" class="gt_row gt_right">−0.03</td>
## <td headers="stub_1_72 Est. Error" class="gt_row gt_right">0.02</td>
## <td headers="stub_1_72 95% CI (Lower)" class="gt_row gt_right">−0.07</td>
## <td headers="stub_1_72 95% CI (Upper)" class="gt_row gt_right">0.01</td>
## <td headers="stub_1_72 Probability > 0" class="gt_row gt_right">0.052</td></tr>
##   </tbody>
##   
##   
## </table>
## </div>

Crown Fire Flame Length Conditional Effects

## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?

Crown Flame Length Posterior Probabilities

post_C_FL <- posterior_samples(Crown_FL_model_student)
## Warning: Method 'posterior_samples' is deprecated. Please see ?as_draws for
## recommended alternatives.
names(post_C_FL)
##  [1] "b_Intercept"                                        
##  [2] "b_StatusInvaded"                                    
##  [3] "b_SeasonSpring"                                     
##  [4] "b_SeasonWinter"                                     
##  [5] "b_Live_Fuel_MoistureLow"                            
##  [6] "b_Live_Fuel_MoistureHigh"                           
##  [7] "b_Dead_Fuel_MoistureLow"                            
##  [8] "b_Dead_Fuel_MoistureHigh"                           
##  [9] "b_Live_BiomassLow"                                  
## [10] "b_Live_BiomassHigh"                                 
## [11] "b_Dead_BiomassLow"                                  
## [12] "b_Dead_BiomassHigh"                                 
## [13] "b_Litter_BiomassLow"                                
## [14] "b_Litter_BiomassHigh"                               
## [15] "b_TreeBH"                                           
## [16] "b_StatusInvaded:SeasonSpring"                       
## [17] "b_StatusInvaded:SeasonWinter"                       
## [18] "b_StatusInvaded:Live_Fuel_MoistureLow"              
## [19] "b_StatusInvaded:Live_Fuel_MoistureHigh"             
## [20] "b_SeasonSpring:Live_Fuel_MoistureLow"               
## [21] "b_SeasonWinter:Live_Fuel_MoistureLow"               
## [22] "b_SeasonSpring:Live_Fuel_MoistureHigh"              
## [23] "b_SeasonWinter:Live_Fuel_MoistureHigh"              
## [24] "b_StatusInvaded:Dead_Fuel_MoistureLow"              
## [25] "b_StatusInvaded:Dead_Fuel_MoistureHigh"             
## [26] "b_SeasonSpring:Dead_Fuel_MoistureLow"               
## [27] "b_SeasonWinter:Dead_Fuel_MoistureLow"               
## [28] "b_SeasonSpring:Dead_Fuel_MoistureHigh"              
## [29] "b_SeasonWinter:Dead_Fuel_MoistureHigh"              
## [30] "b_StatusInvaded:Live_BiomassLow"                    
## [31] "b_StatusInvaded:Live_BiomassHigh"                   
## [32] "b_SeasonSpring:Live_BiomassLow"                     
## [33] "b_SeasonWinter:Live_BiomassLow"                     
## [34] "b_SeasonSpring:Live_BiomassHigh"                    
## [35] "b_SeasonWinter:Live_BiomassHigh"                    
## [36] "b_StatusInvaded:Dead_BiomassLow"                    
## [37] "b_StatusInvaded:Dead_BiomassHigh"                   
## [38] "b_SeasonSpring:Dead_BiomassLow"                     
## [39] "b_SeasonWinter:Dead_BiomassLow"                     
## [40] "b_SeasonSpring:Dead_BiomassHigh"                    
## [41] "b_SeasonWinter:Dead_BiomassHigh"                    
## [42] "b_StatusInvaded:Litter_BiomassLow"                  
## [43] "b_StatusInvaded:Litter_BiomassHigh"                 
## [44] "b_SeasonSpring:Litter_BiomassLow"                   
## [45] "b_SeasonWinter:Litter_BiomassLow"                   
## [46] "b_SeasonSpring:Litter_BiomassHigh"                  
## [47] "b_SeasonWinter:Litter_BiomassHigh"                  
## [48] "b_StatusInvaded:TreeBH"                             
## [49] "b_SeasonSpring:TreeBH"                              
## [50] "b_SeasonWinter:TreeBH"                              
## [51] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureLow" 
## [52] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureLow" 
## [53] "b_StatusInvaded:SeasonSpring:Live_Fuel_MoistureHigh"
## [54] "b_StatusInvaded:SeasonWinter:Live_Fuel_MoistureHigh"
## [55] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureLow" 
## [56] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureLow" 
## [57] "b_StatusInvaded:SeasonSpring:Dead_Fuel_MoistureHigh"
## [58] "b_StatusInvaded:SeasonWinter:Dead_Fuel_MoistureHigh"
## [59] "b_StatusInvaded:SeasonSpring:Live_BiomassLow"       
## [60] "b_StatusInvaded:SeasonWinter:Live_BiomassLow"       
## [61] "b_StatusInvaded:SeasonSpring:Live_BiomassHigh"      
## [62] "b_StatusInvaded:SeasonWinter:Live_BiomassHigh"      
## [63] "b_StatusInvaded:SeasonSpring:Dead_BiomassLow"       
## [64] "b_StatusInvaded:SeasonWinter:Dead_BiomassLow"       
## [65] "b_StatusInvaded:SeasonSpring:Dead_BiomassHigh"      
## [66] "b_StatusInvaded:SeasonWinter:Dead_BiomassHigh"      
## [67] "b_StatusInvaded:SeasonSpring:Litter_BiomassLow"     
## [68] "b_StatusInvaded:SeasonWinter:Litter_BiomassLow"     
## [69] "b_StatusInvaded:SeasonSpring:Litter_BiomassHigh"    
## [70] "b_StatusInvaded:SeasonWinter:Litter_BiomassHigh"    
## [71] "b_StatusInvaded:SeasonSpring:TreeBH"                
## [72] "b_StatusInvaded:SeasonWinter:TreeBH"                
## [73] "sigma"                                              
## [74] "nu"                                                 
## [75] "Intercept"                                          
## [76] "lprior"                                             
## [77] "lp__"
mean(post_C_FL$b_StatusInvaded > 0)
## [1] 0
mean(post_C_FL$b_Live_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_FL$b_Live_Fuel_MoistureLow > 0)
## [1] 0.5
mean(post_C_FL$b_Dead_Fuel_MoistureHigh > 0)
## [1] 0
mean(post_C_FL$b_Dead_Fuel_MoistureLow > 0)
## [1] 1
mean(post_C_FL$b_Live_BiomassHigh > 0)
## [1] 0.77575
mean(post_C_FL$b_Live_BiomassLow > 0)
## [1] 0.0585
mean(post_C_FL$b_Dead_BiomassHigh > 0)
## [1] 1
mean(post_C_FL$b_Dead_BiomassLow > 0)
## [1] 0.19075
mean(post_C_FL$b_Litter_BiomassHigh > 0)
## [1] 1
mean(post_C_FL$b_Litter_BiomassLow > 0)
## [1] 0
mean(post_C_FL$b_SeasonSpring > 0)
## [1] 1
mean(post_C_FL$b_SeasonWinter > 0)
## [1] 0
mean(post_C_FL$'b_StatusInvaded:Live_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:Live_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:Dead_Fuel_MoistureHigh' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:Dead_Fuel_MoistureLow' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:Live_BiomassHigh' > 0)
## [1] 0.14
mean(post_C_FL$'b_StatusInvaded:Live_BiomassLow' > 0)
## [1] 0.92775
mean(post_C_FL$'b_StatusInvaded:Dead_BiomassHigh' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:Dead_BiomassLow' > 0)
## [1] 0
mean(post_C_FL$'b_StatusInvaded:Litter_BiomassHigh' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:Litter_BiomassLow' > 0)
## [1] 0.8315
mean(post_C_FL$'b_StatusInvaded:SeasonSpring' > 0)
## [1] 1
mean(post_C_FL$'b_StatusInvaded:SeasonWinter' > 0)
## [1] 1