Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016

A multi-sensor remote sensing-based deep learning approach was developed for generating high-resolution (5~m) vegetation maps for the western Alaskan Arctic on the Seward Peninsula, Alaska. This data was developed using the fusion of hyperspectral, multispectral, and terrain datasets. The current da...

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Bibliographic Details
Main Authors: Langford, Zachary, Kumar, Jitendra, Hoffman, Forrest, Iversen, Colleen, Breen, Amy
Language:unknown
Published: 2021
Subjects:
54 Environmental Sciences
Arctic
Seward Peninsula
Alaska
Online Access:http://www.osti.gov/servlets/purl/1418854
https://www.osti.gov/biblio/1418854
https://doi.org/10.5440/1418854
id ftosti:oai:osti.gov:1418854
record_format openpolar
spelling ftosti:oai:osti.gov:1418854 2023-07-30T04:01:27+02:00 Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016 Langford, Zachary Kumar, Jitendra Hoffman, Forrest Iversen, Colleen Breen, Amy 2021-07-15 application/pdf http://www.osti.gov/servlets/purl/1418854 https://www.osti.gov/biblio/1418854 https://doi.org/10.5440/1418854 unknown http://www.osti.gov/servlets/purl/1418854 https://www.osti.gov/biblio/1418854 https://doi.org/10.5440/1418854 doi:10.5440/1418854 54 Environmental Sciences 2021 ftosti https://doi.org/10.5440/1418854 2023-07-11T09:23:54Z A multi-sensor remote sensing-based deep learning approach was developed for generating high-resolution (5~m) vegetation maps for the western Alaskan Arctic on the Seward Peninsula, Alaska. This data was developed using the fusion of hyperspectral, multispectral, and terrain datasets. The current data is located in the Kougarok watershed but we plan to expand this over the Seward Peninsula. Dataset DOI:10.5440/1418854; https://doi.org/10.5440/1418854 Other/Unknown Material Arctic Seward Peninsula Alaska SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) Arctic
institution Open Polar
collection SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy)
op_collection_id ftosti
language unknown
topic 54 Environmental Sciences
spellingShingle 54 Environmental Sciences
Langford, Zachary
Kumar, Jitendra
Hoffman, Forrest
Iversen, Colleen
Breen, Amy
Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
topic_facet 54 Environmental Sciences
description A multi-sensor remote sensing-based deep learning approach was developed for generating high-resolution (5~m) vegetation maps for the western Alaskan Arctic on the Seward Peninsula, Alaska. This data was developed using the fusion of hyperspectral, multispectral, and terrain datasets. The current data is located in the Kougarok watershed but we plan to expand this over the Seward Peninsula. Dataset DOI:10.5440/1418854; https://doi.org/10.5440/1418854
author Langford, Zachary
Kumar, Jitendra
Hoffman, Forrest
Iversen, Colleen
Breen, Amy
author_facet Langford, Zachary
Kumar, Jitendra
Hoffman, Forrest
Iversen, Colleen
Breen, Amy
author_sort Langford, Zachary
title Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
title_short Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
title_full Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
title_fullStr Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
title_full_unstemmed Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
title_sort remote sensing-based, 5-m, vegetation distributions, kougarok study site, seward peninsula, alaska, ca. 2009 - 2016
publishDate 2021
url http://www.osti.gov/servlets/purl/1418854
https://www.osti.gov/biblio/1418854
https://doi.org/10.5440/1418854
geographic Arctic
geographic_facet Arctic
genre Arctic
Seward Peninsula
Alaska
genre_facet Arctic
Seward Peninsula
Alaska
op_relation http://www.osti.gov/servlets/purl/1418854
https://www.osti.gov/biblio/1418854
https://doi.org/10.5440/1418854
doi:10.5440/1418854
op_doi https://doi.org/10.5440/1418854
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