Statistically Determined Global Fire Regimes (GFRs) Empirically Characterized Using Historical MODIS Hotspots
- 1. United States Department of Agriculture, Forest Service, Eastern Forest Environmental Threat Assessment Center, 200 WT Weaver Boulevard Asheville, NC, USA 28804-3454
- 2. Environmental Sciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA 37831-6301
- 3. United States Department of Agriculture, Forest Service, Eastern Forest Environmental Threat Assessment Center, 200 WT Weaver Boulevard, Asheville, NC, USA 28804-3454
- 4. Computational Sciences & Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA 37831-6301
Description
Statistically Determined Global Fire Regimes (GFRs) Empirically Characterized Using Historical MODIS Hotspots
Fire regimes are areas having similar fire characteristics, and show the spatial pattern, frequency and intensity of fires that prevail in that area over long periods of time. Fire regimes are created and maintained by multivariate interactions between climate, vegetation/fuels, and ignitions. Like ecoregions, fire regimes indicate the extent and overlap of particular vegetative/fuel communities and climatic conditions, and are important for understanding, monitoring, predicting and managing fire.
More than 83M MODIS “hotspot” thermal detections from 2002-2019 were grouped into 10km cells, and 21 derived variables describing fire characteristics of fire intensity, return frequency, and seasonality within each cell were developed and subjected to unsupervised Multivariate Geographic Clustering to produce world maps of Global Fire Regimes (GFRs), each having similar fire intensity and timing characteristics.
Methodology behind these datasets are described in manuscript currently in review.
W. W. Hargrove, Jitendra Kumar, Steven P. Norman, Forrest M. Hoffman (2022), "Empirical Characterization of Global Fire Regimes Show Shared Fire Relationships" 2022 (in review)
This data collection includes:
1. Multivariate Geographic Clustering Global Fire Regimes at 3000, 1000, 500, 100, 50, 20, 10 levels of divisions in form of geospatial raster in IMG formats, and associated color tables.
2. Characteristics of GFRs
3. Location groups
4. Geospatial maps of global fire frequency modes, global seasonality strength, and 12 types of global fires.
5. PNG maps for all data products
6. Description and script for global date transform algorithm.
Files
Global_Fire_Regimes_data.zip
Files
(11.4 MB)
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