4d73f1c9-2da9-4af5-8f4f-9d7b047ea17f Huber, David, P. davidhuber631@boisestate.edu 2023-06-06T20:57:55.172Z ISO 19115:2003/19139 1.0 WGS 1984 Johnston Draw (Idaho) High Resolution Burn Severity Map 2023 2025-02-06 10.15482/USDA.ADC/28330952 Accurate mapping of rangeland burn severity is the first step towards managing and mitigating post-fire consequences, but the spatial resolution of freely available, remotely-sensed products is often too coarse to effectively represent the complexity of burned rangelands. We trained a support vector machine to classify burn severity over Johnston Draw (a 1.8 square kilometer prescribed fire study area in southwestern Idaho) at very high spatial resolution (0.5-meter) using post-fire pan-sharpened 8-band Worldview 3 imagery, co-registered with a complimentary pre-fire vegetation map. Burn severity map accuracy was quite high at 88.3% when validated at 1000 randomly distributed points within the study area. In 2023 alone the Bureau of Land Management treated fuels in over 1.2 million acres of rangeland, a quarter of which was treated with prescribed fire, and managing postfire consequences like soil erosion and vegetation recovery requires high-resolution burn severity mapping to inform mitigation on these vast acreages. The intended use of the burn severity map is for reference and analysis of the post-fire conditions and in reference to pre-fire vegetation conditions for in Johnston Draw prescribed fire that occurred on 10-6-2023. This dataset will be useful in applications that rely on high-resolution burn severity mapping, including but not limited to pre-fire vegetation burn risk assessment; hydrologic models; erosion models; and post-fire analyses of fire continuity, severity, and recovery. Huber, David, P. davidhuber631@boisestate.edu David P. 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Please choose from U.S. Public Domain, Creative Commons CCZero, Creative Commons Attribution, or Creative Commons Attribution Share-Alike. Juniper Treatment burn severity class Prescribed Fire Remote Sensing Fire mapping RANGELANDS geoscientificInformation environment 2023-06-14 2023-10-08 -116.8036544 -116.7737624 43.1193418 43.1345622 DBF 1 CPG 1 OVR 1 XML 1 TIF 1 https://doi.org/10.15482/USDA.ADC/28330952 WWW:LINK-1.0-http--link Data files Data files for Johnston Draw (Idaho) High Resolution Burn Severity Map 2023