Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska
Landscape scale maps of plant community distribution at 5 m resolution were developed for southern Seward Peninsula. A Random Forest based environmental niche model was developed using topographic and climate data sets. Models were trained for the 2010-2019 period and applied to develop plant commun...
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ftosti:oai:osti.gov:1884818 2023-07-30T04:06:48+02:00 Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska Konduri, Venkata Breen, Amy Hargrove, William Hoffman, Forrest Salmon, Verity Iversen, Colleen Ganguly, Auroop Kumar, Jitendra 2022-09-07 application/pdf http://www.osti.gov/servlets/purl/1884818 https://www.osti.gov/biblio/1884818 https://doi.org/10.5440/1884818 unknown http://www.osti.gov/servlets/purl/1884818 https://www.osti.gov/biblio/1884818 https://doi.org/10.5440/1884818 doi:10.5440/1884818 54 Environmental Sciences 2022 ftosti https://doi.org/10.5440/1884818 2023-07-11T10:14:31Z Landscape scale maps of plant community distribution at 5 m resolution were developed for southern Seward Peninsula. A Random Forest based environmental niche model was developed using topographic and climate data sets. Models were trained for the 2010-2019 period and applied to develop plant community distributions for contemporary (2010-2019) period. Trained model was applied to project the plant community distributions under future climate. Using downscaled projections for RCP8.5 scenario from five climate models (CCSM4, GFDL-CM3, GISS-E2-R, IPSL-CM5A-LR, MRI-CGCM3) and multi-model mean, a six member ensemble of plant community distribution were developed for current decade (2010-2019) and for future decades (2020-2029, 2030-2039, 2040-2049, 2050-2059). Other/Unknown Material Seward Peninsula Alaska SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) |
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SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) |
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language |
unknown |
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54 Environmental Sciences |
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54 Environmental Sciences Konduri, Venkata Breen, Amy Hargrove, William Hoffman, Forrest Salmon, Verity Iversen, Colleen Ganguly, Auroop Kumar, Jitendra Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska |
topic_facet |
54 Environmental Sciences |
description |
Landscape scale maps of plant community distribution at 5 m resolution were developed for southern Seward Peninsula. A Random Forest based environmental niche model was developed using topographic and climate data sets. Models were trained for the 2010-2019 period and applied to develop plant community distributions for contemporary (2010-2019) period. Trained model was applied to project the plant community distributions under future climate. Using downscaled projections for RCP8.5 scenario from five climate models (CCSM4, GFDL-CM3, GISS-E2-R, IPSL-CM5A-LR, MRI-CGCM3) and multi-model mean, a six member ensemble of plant community distribution were developed for current decade (2010-2019) and for future decades (2020-2029, 2030-2039, 2040-2049, 2050-2059). |
author |
Konduri, Venkata Breen, Amy Hargrove, William Hoffman, Forrest Salmon, Verity Iversen, Colleen Ganguly, Auroop Kumar, Jitendra |
author_facet |
Konduri, Venkata Breen, Amy Hargrove, William Hoffman, Forrest Salmon, Verity Iversen, Colleen Ganguly, Auroop Kumar, Jitendra |
author_sort |
Konduri, Venkata |
title |
Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska |
title_short |
Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska |
title_full |
Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska |
title_fullStr |
Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska |
title_full_unstemmed |
Current and Projected Future Distribution of Plant Community Types for the Southern Seward Peninsula, Alaska |
title_sort |
current and projected future distribution of plant community types for the southern seward peninsula, alaska |
publishDate |
2022 |
url |
http://www.osti.gov/servlets/purl/1884818 https://www.osti.gov/biblio/1884818 https://doi.org/10.5440/1884818 |
genre |
Seward Peninsula Alaska |
genre_facet |
Seward Peninsula Alaska |
op_relation |
http://www.osti.gov/servlets/purl/1884818 https://www.osti.gov/biblio/1884818 https://doi.org/10.5440/1884818 doi:10.5440/1884818 |
op_doi |
https://doi.org/10.5440/1884818 |
_version_ |
1772819721652011008 |