## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.4     ✔ readr     2.1.5
## ✔ forcats   1.0.0     ✔ stringr   1.5.1
## ✔ lubridate 1.9.3     ✔ tibble    3.2.1
## ✔ purrr     1.0.2     ✔ tidyr     1.3.1
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

##Summary of Soil values

Nitrogen

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   390.0   968.5  1242.0  1381.1  1587.8  4512.0

Carbon

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.540   1.371   1.698   2.036   2.248   6.297

Nitrate

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.100   0.400   0.700   1.179   1.300   9.100

Ammonium N

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.990   2.688   3.505   4.090   4.532  21.990

Phosphorus

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.300   3.000   4.200   5.359   5.900  23.000

Soil Pivot table of average nutrient values compared to fire severity

## `summarise()` has grouped output by 'Fire_Severity'. You can override using the
## `.groups` argument.
Fire_Severity Month Avg_Nitrogen_ppm Avg_Carbon_pct Avg_Nitrate_ppm Avg_Nitratelbs Avg_P_ppm Avg_AmmoniumN_pp Avg_Ammoniumlbs
High July 1482.7941 2.136029 2.0941176 4.941177 7.985294 4.943529 11.941176
High May 1391.0606 1.788879 0.9939394 2.303030 6.272727 4.607273 11.090909
Low July 930.4545 1.976909 1.3818182 3.363636 4.100000 2.157273 5.181818
Low May 839.1818 1.958182 0.8727273 2.090909 3.181818 3.764546 9.000000
Medium July 1327.3333 1.990704 0.8555556 2.148148 4.907407 3.057778 7.296296
Medium May 1223.8214 1.811893 1.1500000 2.785714 4.114286 4.272143 10.214286
Unburned July 1622.8235 2.295118 0.7882353 1.764706 3.117647 3.724118 9.058824
Unburned May 1488.9412 2.257588 0.5529412 1.352941 3.864706 4.165882 10.058824
Very high July 1566.2727 2.273364 1.8363636 4.363636 5.472727 3.830909 9.272727
Very high May 1836.1818 2.307909 0.7909091 1.818182 7.872727 4.927273 11.818182

###Histograms for Total N and C lab results using ggplot. Bell curves are added

## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## NULL

## NULL

Histograms for Nitrate, Ammonium and Phophorus

Box plots reflecting the averages of Nitrogen (pp) and Carbon (%) to fire severity

Box plots for Nitrate, Ammonium and Phosphorus vs Fire severity

Scatterplot comparing N to C and separated by month

##Soil Nutrient mean values vs Fire severity

## `summarise()` has grouped output by 'Month', 'Severity'. You can override using
## the `.groups` argument.
## `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?
## `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?
## `geom_line()`: Each group consists of only one observation. ℹ Do you need to
## adjust the group aesthetic?

#Forage Data Summary

## `summarise()` has grouped output by 'Month', 'EcoSite', 'Fire'. You can
## override using the `.groups` argument.