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New Product! Historic AVHRR-derived Burned Area product and validation for Siberia (1979 –2000)In this talk, we present a long-term burned area database that has been developed using Advanced Very High Resolution Radiometer (AVHRR) Global Area Coverage (GAC) data from 1979-2000. Burned area has been verified using Total Ozone Mapping Spectrometer data and validated using available Landsat imagery (160 scenes thus far representing 5.6 Mha of burned area, 219 fire events, and 11% of the total burned area in the AVHRR database). Visually the burned scar data compare well. Validation is in ongoing, though initial analyses show an intersection of 42% with commission and omission errors of 31% and 25%, respectively. Most commission and omission errors are related to spatial inconsistencies using imagery with significantly different spatial resolutions. Of the fire events missed by AVHRR (omissions), 86% are related to fires <10,000 ha (6 GAC pixels) and 44% are related to fires <3,000ha (2 GAC pixels). Total burned area compares well, with the AVHRR database under-representing burned area by 10% compared to the Landsat data analyzed. Correlation in burned scar area between the AVHRR and Landsat data is 0.98 for all fires and 0.68 for fires that are < 0.1 Mha.
Document ID
20200004174
Acquisition Source
Langley Research Center
Document Type
Presentation
Authors
Amber Soja
(National Institute of Aerospace Hampton, Virginia, United States)
Brian Stocks
(B.J. Stocks Wildfire Investigations Ltd.)
Don R. Cahoon Jr
(Terra Systems Research)
Stefano Potter
(Woods Hole Research Center Falmouth, Massachusetts, United States)
Brendan Rogers
(Woods Hole Research Center Falmouth, Massachusetts, United States)
Natasha Jurko
(Natural Resources Canada Ottawa, Ontario, Canada)
Susan Conard
(United States Department of Agriculture Washington D.C., District of Columbia, United States)
Emily Gargulinski
(National Institute of Aerospace Hampton, Virginia, United States)
William ‘Bill’ deGroot
(Canadian Forest Service Ottawa, Ontario, Canada)
Date Acquired
May 8, 2020
Subject Category
Earth Resources And Remote Sensing
Report/Patent Number
NF1676L-35283
Meeting Information
Meeting: 2019 Fall Meeting of the American Geophysical Union
Location: San Francisco, CA
Country: US
Start Date: December 9, 2019
End Date: December 13, 2019
Sponsors: American Geophysical Union
Funding Number(s)
WBS: 967701.02.01.02.07
Distribution Limits
Public
Copyright
Use by or on behalf of the US Gov. Permitted.
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