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:
SAT
Online Access:https://doi.pangaea.de/10.1594/PANGAEA.937687
https://doi.org/10.1594/PANGAEA.937687
id ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.937687
record_format openpolar
spelling ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.937687 2024-10-29T17:46:57+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 LATITUDE: 69.568600 * LONGITUDE: -140.170600 2021 application/zip, 1.3 MBytes https://doi.pangaea.de/10.1594/PANGAEA.937687 https://doi.org/10.1594/PANGAEA.937687 en eng PANGAEA A'Campo, Willeke; Bartsch, Annett; Roth, Achim; Wendleder, Anna; Martin, Victoria S; Durstewitz, Luca; Lodi, Rachele; Wagner, Julia; Hugelius, Gustaf (2021): Arctic Tundra Land Cover Classification on the Beaufort Coast Using the Kennaugh Element Framework on Dual-Polarimetric TerraSAR-X Imagery. Remote Sensing, 13, 4780, https://doi.org/10.3390/rs13234780 https://doi.pangaea.de/10.1594/PANGAEA.937687 https://doi.org/10.1594/PANGAEA.937687 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess Arctic Beaufort Coast KomakukBeach Land cover classification NUNATARYUK Permafrost thaw and the changing Arctic coast science for socioeconomic adaptation SAT Satellite remote sensing TerraSAR-X Tundra dataset 2021 ftpangaea https://doi.org/10.1594/PANGAEA.93768710.3390/rs13234780 2024-10-02T00:42:44Z 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. Dataset permafrost Tundra PANGAEA - Data Publisher for Earth & Environmental Science Arctic Canada Komakuk Beach ENVELOPE(-140.157,-140.157,69.601,69.601) ENVELOPE(-140.170600,-140.170600,69.568600,69.568600)
institution Open Polar
collection PANGAEA - Data Publisher for Earth & Environmental Science
op_collection_id ftpangaea
language English
topic Arctic
Beaufort Coast
KomakukBeach
Land cover classification
NUNATARYUK
Permafrost thaw and the changing Arctic coast
science for socioeconomic adaptation
SAT
Satellite remote sensing
TerraSAR-X
Tundra
spellingShingle Arctic
Beaufort Coast
KomakukBeach
Land cover classification
NUNATARYUK
Permafrost thaw and the changing Arctic coast
science for socioeconomic adaptation
SAT
Satellite remote sensing
TerraSAR-X
Tundra
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
KomakukBeach
Land cover classification
NUNATARYUK
Permafrost thaw and the changing Arctic coast
science for socioeconomic adaptation
SAT
Satellite remote sensing
TerraSAR-X
Tundra
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.
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://doi.pangaea.de/10.1594/PANGAEA.937687
https://doi.org/10.1594/PANGAEA.937687
op_coverage LATITUDE: 69.568600 * LONGITUDE: -140.170600
long_lat ENVELOPE(-140.157,-140.157,69.601,69.601)
ENVELOPE(-140.170600,-140.170600,69.568600,69.568600)
geographic Arctic
Canada
Komakuk Beach
geographic_facet Arctic
Canada
Komakuk Beach
genre permafrost
Tundra
genre_facet permafrost
Tundra
op_relation A'Campo, Willeke; Bartsch, Annett; Roth, Achim; Wendleder, Anna; Martin, Victoria S; Durstewitz, Luca; Lodi, Rachele; Wagner, Julia; Hugelius, Gustaf (2021): Arctic Tundra Land Cover Classification on the Beaufort Coast Using the Kennaugh Element Framework on Dual-Polarimetric TerraSAR-X Imagery. Remote Sensing, 13, 4780, https://doi.org/10.3390/rs13234780
https://doi.pangaea.de/10.1594/PANGAEA.937687
https://doi.org/10.1594/PANGAEA.937687
op_rights CC-BY-4.0: Creative Commons Attribution 4.0 International
Access constraints: unrestricted
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1594/PANGAEA.93768710.3390/rs13234780
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