Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ...
Using airborne hyperspectral remote sensing data from NASA Airborne Visible-Infrared Imaging Spectrometer- Next Generation (AVIRIS-NG) platforms in a region near NGEE-Arctic intensive watersheds at Seward peninsula of Alaska, high resolution (5m) maps of plant community distribution were developed a...
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Next Generation Ecosystems Experiment - Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); NGEE Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
2021
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Online Access: | https://dx.doi.org/10.5440/1828604 https://www.osti.gov/servlets/purl/1828604/ |
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ftdatacite:10.5440/1828604 2024-02-04T09:57:33+01:00 Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... Konduri, Venkata Breen, Amy Hargrove, William Hoffman, Forrest Salmon, Verity Iversen, Colleen Ganguly, Auroop Kumar, Jitendra 2021 https://dx.doi.org/10.5440/1828604 https://www.osti.gov/servlets/purl/1828604/ en eng Next Generation Ecosystems Experiment - Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); NGEE Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) 54 Environmental Sciences airborne hyperspectral remote sensing data;Teller Road;Council Road;Kougarok Road;Seward Peninsula, Alaska Numeric Data Dataset dataset 2021 ftdatacite https://doi.org/10.5440/1828604 2024-01-05T15:45:09Z Using airborne hyperspectral remote sensing data from NASA Airborne Visible-Infrared Imaging Spectrometer- Next Generation (AVIRIS-NG) platforms in a region near NGEE-Arctic intensive watersheds at Seward peninsula of Alaska, high resolution (5m) maps of plant community distribution were developed and included in this data collected. AVIRIS-NG data collected over 2017-2019 period were used to develop deep neural networks, trained using vegetation plot observations collected at NGEE-Arctic watersheds at Kougarok, Council and Teller.A hierarchical vegetation classification scheme consisting of six classes at Level I, and 16 classes at Level II contained in two .txt files were used to developed the plant community maps for the region. Two geospatial raster data files (.tif) at both thematic levels are shared in this data collection. Data files in this collection use Alaska Albers Equal Area projection. Readme files available in three formats (*.html, *.md, *.pdf) and one *.png visualization map. ... Dataset Arctic Seward Peninsula Alaska DataCite Metadata Store (German National Library of Science and Technology) Arctic |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
54 Environmental Sciences airborne hyperspectral remote sensing data;Teller Road;Council Road;Kougarok Road;Seward Peninsula, Alaska |
spellingShingle |
54 Environmental Sciences airborne hyperspectral remote sensing data;Teller Road;Council Road;Kougarok Road;Seward Peninsula, Alaska Konduri, Venkata Breen, Amy Hargrove, William Hoffman, Forrest Salmon, Verity Iversen, Colleen Ganguly, Auroop Kumar, Jitendra Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... |
topic_facet |
54 Environmental Sciences airborne hyperspectral remote sensing data;Teller Road;Council Road;Kougarok Road;Seward Peninsula, Alaska |
description |
Using airborne hyperspectral remote sensing data from NASA Airborne Visible-Infrared Imaging Spectrometer- Next Generation (AVIRIS-NG) platforms in a region near NGEE-Arctic intensive watersheds at Seward peninsula of Alaska, high resolution (5m) maps of plant community distribution were developed and included in this data collected. AVIRIS-NG data collected over 2017-2019 period were used to develop deep neural networks, trained using vegetation plot observations collected at NGEE-Arctic watersheds at Kougarok, Council and Teller.A hierarchical vegetation classification scheme consisting of six classes at Level I, and 16 classes at Level II contained in two .txt files were used to developed the plant community maps for the region. Two geospatial raster data files (.tif) at both thematic levels are shared in this data collection. Data files in this collection use Alaska Albers Equal Area projection. Readme files available in three formats (*.html, *.md, *.pdf) and one *.png visualization map. ... |
format |
Dataset |
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 |
Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... |
title_short |
Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... |
title_full |
Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... |
title_fullStr |
Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... |
title_full_unstemmed |
Hyperspectral remote sensing-based plant community map for region around NGEE-Arctic intensive research watersheds at Seward Peninsula, Alaska, 2017-2019 ... |
title_sort |
hyperspectral remote sensing-based plant community map for region around ngee-arctic intensive research watersheds at seward peninsula, alaska, 2017-2019 ... |
publisher |
Next Generation Ecosystems Experiment - Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); NGEE Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) |
publishDate |
2021 |
url |
https://dx.doi.org/10.5440/1828604 https://www.osti.gov/servlets/purl/1828604/ |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Seward Peninsula Alaska |
genre_facet |
Arctic Seward Peninsula Alaska |
op_doi |
https://doi.org/10.5440/1828604 |
_version_ |
1789961891704995840 |