Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada
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| Format: | Dataset Open Access |
| Sprache: | en |
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PANGAEA
2021
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| _version_ | 1867171877324062720 |
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| 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 |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | 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 Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_937687 |
| institution | PANGAEA |
| language | en |
| publishDate | 2021 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | 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 Arctic; Beaufort Coast; KomakukBeach; Land cover classification; NUNATARYUK; NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation; SAT; Satellite remote sensing; TerraSAR-X; Tundra 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. |
| title | Raster land cover product derived from TerraSAR-X imagery for the Komakuk Beach study site on the Beaufort Coast, Canada |
| topic | Arctic; Beaufort Coast; KomakukBeach; Land cover classification; NUNATARYUK; NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation; SAT; Satellite remote sensing; TerraSAR-X; Tundra |
| url | https://doi.org/10.1594/PANGAEA.937687 |