This repository contains GeoTiff map of plant-water sentivity and scripts required to replicate figures from my manuscript
The maps folder contains the following maps:
- Plant-water sensitivity representative of the period 2016 - 2020
- Vapor pressure deficit trend in hPa/year from PRISM for the period 1980-2020
- Wildland-urban interface for 1990 and 2010
- Population density in 1990 and 2010
All maps are for the western US at 4 km resolution.
The repository consists of scripts in the analysis folder to reproduce figures from the main manuscript. Before running any script, please ensure all maps are downloaded.
- Run pixel_level_plant_climate_fire.py to reproduce the relationship between plant-water sensitivity and wildfire vulnerability (Fig. 1)
- Run plant_climate_vs_vpd_trend_absolute.py to reproduce the relationship between plant-water sensitivity and trend in vapor pressure deficit (Fig. 2)
- Run pop+wui_simplified_landsat_3cats.py to reproduce the growth in WUI population in different plant-water sensitivity zones (Fig. 3)
Rest of the scripts are not needed to reproduce manuscript results. They were used for development of the model and preliminary investigation only.
- Clone the repository using
git clone https://github.com/kkraoj/wildfire_from_lfmc.git
- Change the directory addresses of
dir_data
anddir_codes
indirs.py
- Run any script from the analysis folder to reproduce the figures you wish
All scripts and data are available with CC/BY/4.0 license. Please cite my paper if you use any thing from this repo.
Citation: K. Rao, A. P. Williams, N. S. Diffenbaugh, M. Yebra, A. G. Konings, Plant-water sensitivity regulates wildfire vulnerability. Nat. Ecol. Evol. 6, 332–339 (2022).
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