Arctic-Boreal Vulnerability Experiment (ABoVE): Spatial Estimates of Carbon Combustion from Wildfires across SK, Canada, 2015. Potter, S., Rogers, B., & Dieleman, C. 2020. Artwork Size: 261.241848 MB Medium: GTiff Publisher: ORNL Distributed Active Archive Center Version Number: 1![Arctic-Boreal Vulnerability Experiment (ABoVE): Spatial Estimates of Carbon Combustion from Wildfires across SK, Canada, 2015 [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi abstract bibtex This dataset provides spatial estimates of carbon combustion from all 2015 wildfire burned areas across Saskatchewan, Canada, on a 30-m grid. Carbon combustion (kg C/m2) was derived from post-fire field measurements of carbon stocks completed in 2016 at 47 stands that burned during three 2015 Saskatchewan wildfires (Egg, Philion, and Brady) and at 32 unburned stands in adjacent areas. The study areas covered two ecozones (Boreal Plains and Boreal Shield), two stand-replacing history types (fire and timber harvest), three soil moisture classes (xeric, mesic, and subhygric), and three stand dominance classifications (coniferous, deciduous, and mixed). To spatially extrapolate estimates of combustion to all 2015 fires in Saskatchewan, a predictive radial support vector machine model was trained on the 47 burned stands with associated environmental variables and geospatial predictors and applied to historical fire and harvest areas. The dataset also includes uncertainty estimates represented as per pixel standard deviations of model estimates derived using a Monte Carlo analysis.
@misc{potter_arctic-boreal_2020,
title = {Arctic-{Boreal} {Vulnerability} {Experiment} ({ABoVE}): {Spatial} {Estimates} of {Carbon} {Combustion} from {Wildfires} across {SK}, {Canada}, 2015},
shorttitle = {Arctic-{Boreal} {Vulnerability} {Experiment} ({ABoVE}){ABoVE}},
url = {https://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=1787},
doi = {10.3334/ORNLDAAC/1787},
abstract = {This dataset provides spatial estimates of carbon combustion from all 2015 wildfire burned areas across Saskatchewan, Canada, on a 30-m grid. Carbon combustion (kg C/m2) was derived from post-fire field measurements of carbon stocks completed in 2016 at 47 stands that burned during three 2015 Saskatchewan wildfires (Egg, Philion, and Brady) and at 32 unburned stands in adjacent areas. The study areas covered two ecozones (Boreal Plains and Boreal Shield), two stand-replacing history types (fire and timber harvest), three soil moisture classes (xeric, mesic, and subhygric), and three stand dominance classifications (coniferous, deciduous, and mixed). To spatially extrapolate estimates of combustion to all 2015 fires in Saskatchewan, a predictive radial support vector machine model was trained on the 47 burned stands with associated environmental variables and geospatial predictors and applied to historical fire and harvest areas. The dataset also includes uncertainty estimates represented as per pixel standard deviations of model estimates derived using a Monte Carlo analysis.},
language = {en},
urldate = {2023-06-30},
author = {Potter, S. and Rogers, B.M. and Dieleman, C.},
collaborator = {{ORNL DAAC}},
year = {2020},
note = {Artwork Size: 261.241848 MB
Medium: GTiff
Publisher: ORNL Distributed Active Archive Center
Version Number: 1},
keywords = {Terrestrial Ecoregions (CEC 1997)},
}
Downloads: 0
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