Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...

The dataset contains a high-resolution (5m) land cover classification product for the Komakuk Beach study site located on the Beaufort Coast, Canada. Land cover types were classified using a Random Forest classifier with predictors derived from the Kennaugh elements K0 and K1 of seven dual-polarimet...

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Main Authors: A'Campo, Willeke, Bartsch, Annett, Roth, Achim, Wendleder, Anna, Durstewitz, Luca, Lodi, Rachele, Martin, Victoria S, Wagner, Julia, Hugelius, Gustaf
Format: Dataset
Language:English
Published: PANGAEA 2021
Subjects:
Online Access:https://dx.doi.org/10.1594/pangaea.937687
https://doi.pangaea.de/10.1594/PANGAEA.937687
id ftdatacite:10.1594/pangaea.937687
record_format openpolar
spelling ftdatacite:10.1594/pangaea.937687 2024-06-09T07:43:30+00:00 Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ... A'Campo, Willeke Bartsch, Annett Roth, Achim Wendleder, Anna Durstewitz, Luca Lodi, Rachele Martin, Victoria S Wagner, Julia Hugelius, Gustaf 2021 application/zip https://dx.doi.org/10.1594/pangaea.937687 https://doi.pangaea.de/10.1594/PANGAEA.937687 en eng PANGAEA https://dx.doi.org/10.3390/rs13234780 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 Arctic Beaufort Coast Land cover classification TerraSAR-X Tundra Satellite remote sensing NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation NUNATARYUK Dataset dataset 2021 ftdatacite https://doi.org/10.1594/pangaea.93768710.3390/rs13234780 2024-05-13T12:44:57Z The dataset contains a high-resolution (5m) land cover classification product for the Komakuk Beach study site located on the Beaufort Coast, Canada. Land cover types were classified using a Random Forest classifier with predictors derived from the Kennaugh elements K0 and K1 of seven dual-polarimetric HH/HV TerraSAR-X images acquired between July and December 2019. Land cover in-situ data were collected in August 2019 and upscaled to image objects (314 to 4766 m2) using segmentation of a WorldView-3 image and ArcticDEM elevation data. The SAR pixel values within these objects were used as reference data for the land cover classification. This dataset was produced to examine the potential of the Kennaugh Element Framework applied on dual-pol SAR data for Arctic tundra land cover classification. ... : TerraSAR-X data were made available by DLR through PI agreement 3645. ... Dataset Arctic permafrost Tundra DataCite Metadata Store (German National Library of Science and Technology) Arctic Canada Komakuk Beach ENVELOPE(-140.157,-140.157,69.601,69.601)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic Arctic
Beaufort Coast
Land cover classification
TerraSAR-X
Tundra
Satellite remote sensing
NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation NUNATARYUK
spellingShingle Arctic
Beaufort Coast
Land cover classification
TerraSAR-X
Tundra
Satellite remote sensing
NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation NUNATARYUK
A'Campo, Willeke
Bartsch, Annett
Roth, Achim
Wendleder, Anna
Durstewitz, Luca
Lodi, Rachele
Martin, Victoria S
Wagner, Julia
Hugelius, Gustaf
Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...
topic_facet Arctic
Beaufort Coast
Land cover classification
TerraSAR-X
Tundra
Satellite remote sensing
NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation NUNATARYUK
description The dataset contains a high-resolution (5m) land cover classification product for the Komakuk Beach study site located on the Beaufort Coast, Canada. Land cover types were classified using a Random Forest classifier with predictors derived from the Kennaugh elements K0 and K1 of seven dual-polarimetric HH/HV TerraSAR-X images acquired between July and December 2019. Land cover in-situ data were collected in August 2019 and upscaled to image objects (314 to 4766 m2) using segmentation of a WorldView-3 image and ArcticDEM elevation data. The SAR pixel values within these objects were used as reference data for the land cover classification. This dataset was produced to examine the potential of the Kennaugh Element Framework applied on dual-pol SAR data for Arctic tundra land cover classification. ... : TerraSAR-X data were made available by DLR through PI agreement 3645. ...
format Dataset
author A'Campo, Willeke
Bartsch, Annett
Roth, Achim
Wendleder, Anna
Durstewitz, Luca
Lodi, Rachele
Martin, Victoria S
Wagner, Julia
Hugelius, Gustaf
author_facet A'Campo, Willeke
Bartsch, Annett
Roth, Achim
Wendleder, Anna
Durstewitz, Luca
Lodi, Rachele
Martin, Victoria S
Wagner, Julia
Hugelius, Gustaf
author_sort A'Campo, Willeke
title Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...
title_short Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...
title_full Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...
title_fullStr Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...
title_full_unstemmed Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada ...
title_sort raster land cover product derived from terrasar-x imagery for the komakuk beach study site on the beaufort coast, canada ...
publisher PANGAEA
publishDate 2021
url https://dx.doi.org/10.1594/pangaea.937687
https://doi.pangaea.de/10.1594/PANGAEA.937687
long_lat ENVELOPE(-140.157,-140.157,69.601,69.601)
geographic Arctic
Canada
Komakuk Beach
geographic_facet Arctic
Canada
Komakuk Beach
genre Arctic
permafrost
Tundra
genre_facet Arctic
permafrost
Tundra
op_relation https://dx.doi.org/10.3390/rs13234780
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_doi https://doi.org/10.1594/pangaea.93768710.3390/rs13234780
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