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The relationship of field burn severity measures to satellite-derived Burned Area Reflectance Classification (BARC) mapsAuthor(s): Andrew Hudak; Penelope Morgan; Carter Stone; Pete Robichaud; Terrie Jain; Jess Clark
Source: American Society for Photogrammetry and Remote Sensing Annual Conference Proceedings. CD-ROM. p. 96-104.
Publication Series: Paper (invited, offered, keynote)
Station: Rocky Mountain Research Station
PDF: Download Publication (363.39 KB)
DescriptionPreliminary results are presented from ongoing research on spatial variability of fire effects on soils and vegetation from the Black Mountain Two and Cooney Ridge wildfires, which burned in western Montana during the 2003 fire season. Extensive field fractional cover data were sampled to assess the efficacy of quantitative satellite image-derived indicators of burn severity. The objective of this study was to compare the field burn severity measures to the digital numbers used to produce Burned Area Reflectance Classification (BARC) maps. Canopy density was the field variable most highly correlated to BARC data derived from either SPOT Multispectral (XS) or Landsat Thematic Mapper (TM) imagery. Among the other field variables, old litter depth and duff depth correlated better with the satellite data than did old litter cover. Ash cover correlated most poorly. Old litter cover correlated better with the satellite data than did exposed mineral soil or rock cover, but combining the mineral soil and rock cover fractions into a single inorganic cover fraction improved the correlation to a comparable level. Most field variables, with the notable exception of ash, tended to vary more at low and moderate severity sites than at high severity sites. Semivariograms of the field variables revealed spatial autocorrelation across the spatial scales sampled (2 130 m), which the 20 m or 30 m resolution satellite imagery only weakly detected. Future analyses will be broadened to quantify burn severity characteristics in other forest types and to consider erosion processes, such as soil water infiltration following fire.
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CitationHudak, Andrew; Morgan, Penelope; Stone, Carter; Robichaud, Pete; Jain, Terrie; Clark, Jess. 2004. The relationship of field burn severity measures to satellite-derived Burned Area Reflectance Classification (BARC) maps. American Society for Photogrammetry and Remote Sensing Annual Conference Proceedings. CD-ROM. p. 96-104.
Keywordsfield burn severity, Burned Area Reflectance Classification (BARC), spatial variability, fire effects, Black Mountain Two and Cooney Ridge wildfires, SPOT Multispectral (XS), Landsat Thematic Mapper (TM)
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