## Warning: package 'zoo' was built under R version 4.0.5
## Warning: package 'multcomp' was built under R version 4.0.5
## Warning: package 'emmeans' was built under R version 4.0.5
There were no significant interactions in models assessing the status of the focal mesquite tree (having no live resprouts or having at least 1 live resprout) in 2019 or 2020 so they were removed from the model and odds ratios determined for main effects. Fire energy was the only significant predictor in both years. Holding all other variables constant, being in a low fire energy plot increased the odds of a focal mesquite having at least 1 live resprout by a factor of 7-1085 and 1.4-1747 in 2019 and 2020 respectively (Table 1.1).
| Focal Mesquite Status 2019 | Focal Mesquite Status 2020 | |||||
|---|---|---|---|---|---|---|
| Predictors | Odds Ratios | Conf. Int (95%) | p-Value | Odds Ratios | Conf. Int (95%) | p-Value |
| (Intercept) | 244.83 | 0.01 – 82600234.73 | 0.310 | 5644.63 | 0.05 – 11339980762.39 | 0.145 |
| Fire Energy (Low) | 48.98 | 7.13 – 1084.58 | <0.001 | 13.03 | 1.40 – 1747.46 | 0.020 |
| Base Exposure (Yes) | 0.38 | 0.05 – 2.07 | 0.270 | 0.61 | 0.09 – 3.45 | 0.578 |
| Soil Moisture | 1.10 | 0.84 – 1.52 | 0.505 | 0.95 | 0.72 – 1.20 | 0.657 |
| Relative Humidity | 0.76 | 0.50 – 1.05 | 0.093 | 0.82 | 0.51 – 1.17 | 0.279 |
| Wind Speed | 1.05 | 0.74 – 1.51 | 0.765 | 0.85 | 0.60 – 1.18 | 0.328 |
| Observations | 48 | 48 | ||||
In 2019, there was a significant interaction between fire energy and basal exposure in the model for total resprouts (Table 1.2). High energy plots had fewer resprouts than low energy plots regardless of base exposure; however, low fire energy plots with bases exposed had fewer resprouts than low fire energy plots with intact bases while high fire energy plots had similar numbers of resprouts in plots with bases exposed and those with bases intact (Figure 2.1). In 2020, the interaction between fire energy and basal exposure was no longer significant, so it was removed from the model; however, a significant interaction manifested between fire energy and wind speed, which was not evident in 2019 (Table 1.1). High fire energy plots had fewer resprouts than low fire energy plots at lower windspeeds, but that difference did not hold under higher wind speeds as the number of resprouts in low energy plots decreased with increasing windspeed (Figure 2.1). Basal exposure was no longer a significant predictor of total resprouts in 2020 (Table 1.2, Figure2.1).
| Total Resprouts 2019 | Total Resprouts 2020 | |||||
|---|---|---|---|---|---|---|
| Predictors | Incidence Rate Ratios | Conf. Int (95%) | p-Value | Incidence Rate Ratios | Conf. Int (95%) | p-Value |
| (Intercept) | 2.81 | 0.29 – 27.07 | 0.371 | 0.55 | 0.08 – 4.00 | 0.556 |
| Fire Energy (Low) | 2.70 | 1.13 – 6.48 | 0.026 | 47.41 | 11.75 – 191.24 | <0.001 |
| Base Exposure (Yes) | 0.14 | 0.04 – 0.54 | 0.004 | 1.06 | 0.68 – 1.66 | 0.787 |
| Soil Moisture | 1.04 | 0.97 – 1.12 | 0.288 | 1.04 | 0.99 – 1.09 | 0.147 |
| Relative Humidity | 1.09 | 1.03 – 1.16 | 0.004 | 1.07 | 1.00 – 1.15 | 0.039 |
| Wind Speed | 0.83 | 0.70 – 0.97 | 0.023 | 1.01 | 0.95 – 1.08 | 0.670 |
|
Fire Energy (Low)*Base Exposure (Yes) |
8.39 | 1.89 – 37.25 | 0.005 | |||
|
Fire Energy (Low)*Wind Speed |
0.74 | 0.63 – 0.88 | 0.001 | |||
| Observations | 29 | 41 | ||||
| R2 Nagelkerke | 0.919 | 0.939 | ||||
Figure 2.1: Total number of resprouts in 2019 (top) broken down by fire energy and basal exposure and in 2020 (bottom) shown seperately for base exposure (left), and predicted values for number of total resprouts by wind speed (right). SIgnificant differences are denoted with different letters. There was a significant interaction between fire energy and basal exposure in 2019, but not in 2020; in 2020 there was a significant fire energy by wind speed interaction.
There were no significant interactions in models assessing the status of epicormic resprouting (having no live epicormic resprouts or having at least 1 liveepicormic resprout) in 2019 or 2020 so they were removed from the model and odds ratios determined for main effects. Fire energy was a significant predictor in both years. Holding all other variables constant, being in a low fire energy plot increased the odds of a focal mesquite having at least one live epicormic resprout by a factor of ~8-760 and 7-767 in 2019 and 2020 respectively (Table 2.1). Wind speed was also a significant predictor of whether a focal mesquite had an epicormic resprout, with a one kph increase in wind speed reducing the odds of a focal mesquite having at least one live epicormic resprout by a factor of 0.03-0.66 in 2019 and 0.15-0.73 in 2020 (Table 2.1).
| Epicormic Resprouting Status 2019 | Epicormic Resprouting Status 2020 | |||||
|---|---|---|---|---|---|---|
| Predictors | Odds Ratios | Conf. Int (95%) | p-Value | Odds Ratios | Conf. Int (95%) | p-Value |
| (Intercept) | 8.40 | 0.00 – 1297269.43 | 0.701 | 9.53 | 0.00 – 1131294.36 | 0.675 |
| Fire Energy (Low) | 47.24 | 7.90 – 760.24 | <0.001 | 45.07 | 7.08 – 766.62 | <0.001 |
| Base Exposure (Yes) | 0.81 | 0.12 – 4.66 | 0.808 | 1.12 | 0.17 – 6.91 | 0.896 |
| Soil Moisture | 0.93 | 0.70 – 1.20 | 0.576 | 0.96 | 0.74 – 1.25 | 0.771 |
| Relative Humidity | 1.01 | 0.78 – 1.34 | 0.962 | 1.02 | 0.79 – 1.35 | 0.870 |
| Wind Speed | 0.61 | 0.33 – 0.97 | 0.036 | 0.52 | 0.27 – 0.85 | 0.006 |
| Observations | 48 | 48 | ||||
There were no significant interaction in models assessing the number of epicormic resprouts in 2019 or 2020 so they were removed from the model and incident rate ratios determined for main effects. Since there was only one high energy focal mesquite that resprouted epicormically, we did not include fire treatment in this assessment. Basal exposure was not a significant predictor of epicormic resprouts in 2019 or 2020 (Table 2.2, Figure 4.1). Wind speed were significant predictors of mean number of epicormic resprouts in both years. For each kph increase in wind speed, the mean number of epicormic resprouts decreased by 3-50% in 2019 and 6-65% in 2020 (Table 2.2).
| Epicormic Resprouts 2019 | Epicormic Resprouts 2020 | |||||
|---|---|---|---|---|---|---|
| Predictors | Incidence Rate Ratios | Conf. Int (95%) | p-Value | Incidence Rate Ratios | Conf. Int (95%) | p-Value |
| (Intercept) | 21.13 | 0.01 – 44982.62 | 0.435 | 48.70 | 0.02 – 125028.80 | 0.332 |
| Number of Basal Resprouts | 0.93 | 0.83 – 1.04 | 0.195 | 0.90 | 0.79 – 1.02 | 0.090 |
| Base Exposure (Yes) | 0.92 | 0.19 – 4.33 | 0.913 | 0.80 | 0.16 – 4.03 | 0.788 |
| Soil Moisture | 1.05 | 0.87 – 1.26 | 0.609 | 1.04 | 0.86 – 1.27 | 0.661 |
| Relative Humidity | 1.11 | 0.98 – 1.25 | 0.087 | 1.12 | 0.97 – 1.28 | 0.120 |
| Wind Speed | 0.70 | 0.50 – 0.97 | 0.033 | 0.63 | 0.42 – 0.94 | 0.023 |
| Observations | 20 | 19 | ||||
| R2 Nagelkerke | 0.661 | 0.707 | ||||
Figure 4.1: Number of epicormic resprouts in 2019 (top) and in 2020 (bottom) by fire energy (left) and basal exposure (right). Fire energy and basal exposure are displayed seperately since there was not a significant interaction between them in either year. Significant differences are denoted with different letters within a panel.
Figure 4.2: Scatter plot of number of epicormic resprouts by the number of basal resprouts for high-energy plots (left) and low-energy plots (right).
There were no significant interactions in models assessing the status of basal resprouting (having no live basal resprouts or having at least one live basal resprout) in 2019 or 2020 so they were removed from the model and odds ratios determined for main effects. Fire energy was a significant predictor of basal resprouting in 2019 but not 2020. Holding all other variables constant, being in a low fire energy plot increased the odds of a focal mesquite having at least one live basal resprout by a factor of 2-31 in 2019 but did not change the odds of having at least one live basal resprout in 2020 (Table 3.1).
| Basal Resprouting Status 2019 | Basal Resprouting Status 2020 | |||||
|---|---|---|---|---|---|---|
| Predictors | Odds Ratios | Conf. Int (95%) | p-Value | Odds Ratios | Conf. Int (95%) | p-Value |
| (Intercept) | 2.69 | 0.00 – 5272.09 | 0.791 | 53.07 | 0.03 – 146393.21 | 0.297 |
| Fire Energy (Low) | 6.65 | 1.77 – 30.97 | 0.004 | 1.13 | 0.30 – 4.35 | 0.851 |
| Base Exposure (Yes) | 0.30 | 0.07 – 1.07 | 0.065 | 0.41 | 0.11 – 1.42 | 0.163 |
| Soil Moisture | 0.96 | 0.80 – 1.15 | 0.684 | 0.90 | 0.74 – 1.07 | 0.232 |
| Relative Humidity | 0.94 | 0.77 – 1.13 | 0.491 | 0.96 | 0.80 – 1.16 | 0.674 |
| Wind Speed | 1.10 | 0.84 – 1.45 | 0.493 | 0.97 | 0.73 – 1.29 | 0.814 |
| Observations | 48 | 48 | ||||
There were no significant interactions in models assessing the number of basal resprouts in 2019 or 2020 so they were removed from the model and incident rate ratios determined for main effects. In 2019, high energy plots had fewer resprouts than low energy plots, but by 2020 high and low energy plots had similar numbers of basal resprouts (Table 3.1, Figure 6.1). Basal exposure was also a significant predictor of basal resprouts in 2019, but was not in 2020. Plots with bases exposed had 1-83% fewer basal resprouts than intact plots regardless of fire treatment in 2019, but by 2020, exposed and intact plots had similar numbers of basal resprouts (Table 3.1, Figure 6.1). In addition, relative humidity was a significant predictor of mean basal resprouts in 2019, but not 2020. For each percent increase in relative humidity, the mean number of basal resprouts increased by 2-18% in 2019 (Table 3.1).
| Basal Resprouts 2019 | Basal Resprouts 2020 | |||||
|---|---|---|---|---|---|---|
| Predictors | Incidence Rate Ratios | Conf. Int (95%) | p-Value | Incidence Rate Ratios | Conf. Int (95%) | p-Value |
| (Intercept) | 168.40 | 13.58 – 2088.10 | <0.001 | 68.64 | 4.20 – 1120.55 | 0.003 |
| Fire Energy (Low) | 1.97 | 1.07 – 3.64 | 0.029 | 1.31 | 0.86 – 2.00 | 0.211 |
| Base Exposure (Yes) | 0.41 | 0.17 – 0.99 | 0.047 | 0.69 | 0.43 – 1.10 | 0.114 |
| Soil Moisture | 1.00 | 0.90 – 1.12 | 0.952 | 0.99 | 0.94 – 1.05 | 0.726 |
| Relative Humidity | 0.90 | 0.82 – 0.98 | 0.021 | 0.94 | 0.86 – 1.02 | 0.135 |
| Wind Speed | 0.96 | 0.84 – 1.09 | 0.490 | 0.98 | 0.89 – 1.08 | 0.652 |
| Observations | 22 | 34 | ||||
| R2 Nagelkerke | 0.664 | 0.367 | ||||
Figure 6.1: Number of basal resprouts in 2019 (top) and in 2020 (bottom) by fire energy (left) and basal exposure (right). Fire energy and basal exposure are displayed seperately since there was not a significant interaction between them in either year. Significant differences are denoted with different letters within a panel.