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FireBench: 2021 Caldor Benchmarks for Fire Models

Authors: Costes, Aurélien; Kochanski, Adam;

FireBench: 2021 Caldor Benchmarks for Fire Models

Abstract

This collection of benchmarks uses the public resources about the 2021 Caldor Fire.It contains a script based on the FireBench Python library to run over 300 benchmarks related to building damage, burn severity, canopy cover loss, fire perimeters, and weather stations. It contains observation datasets for:- Building damaged (CALFIRE)- Burn severity (MTBS)- Burn severity (RAVG)- Canopy bottom height (LANDFIRE)- Canopy bulk density (LANDFIRE)- Canopy cover loss (RAVG)- Canopy height (LANDFIRE)- Infrared fire perimeters (NIROPS)- Live basal area change (RAVG)- Weather stations (Synoptic) See FireBench documentation for more information about this dataset. Licenses for each dataset are contained within the distributed dataset.

Keywords

model evaluation, model intercomparison, fire model, wildfire modeling, benchmarking, wildfire

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average