fireHydro
is an R package that estimates fire spread risk in south Florida by integrating diverse datasets:
1. water level data sourced from USGS/EDEN
2. vegetation cover maps classified by University of Georgia and categorized into litter classes using the professional judgement of Everglades National Park's Fire Cache group
3. the spatial extent of historical burns over the preceding three years
install.packages("devtools")
devtools::install_github("troyhill/fireHydro")
fireHydro can be used to create shapefiles and/or images providing an integrative measure of fire risk in Big Cypress National Preserve and Everglades National Park.
library(fireHydro)
### the EDEN web scraper defaults to downloading the most recent EDEN water depth data
edenDat <- getEDEN()
### getEDEN() output can then be used directly in getFireHydro()
fireDat <- getFireHydro(EDEN_date = edenDat$date,
EDEN_GIS_directory = edenDat$data,
fireSpreadExport = c("fireRisk.png", "fireRisk.pdf"), # multiple outputs can be created simultaneously
waterLevelExport = c("waterLevels.png", "waterLevels.pdf"))
Figure 1. Water level categories
Figure 2. Fire spread risk categories. Risk estimates include water levels, vegetation type, and the burn history over the preceding three years.
Figure 3. Changes in water level from July 2019 - May 2020. Blue indicates water levels exceeding the soil surface elevation, whereas water levels below the surface are shown in shades of red. Note the rapid drawdown in water levels beginning in March 2020. Download this figure as a .gif.
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