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-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.

DOI https://doi.org/10.1594/PANGAEA.937687
Related Identifier References https://doi.org/10.3390/rs13234780
Metadata Access https://ws.pangaea.de/oai/provider?verb=GetRecord&metadataPrefix=datacite4&identifier=oai:pangaea.de:doi:10.1594/PANGAEA.937687
Creator A'Campo, Willeke ORCID logo; Bartsch, Annett ORCID logo; Roth, Achim ORCID logo; Wendleder, Anna; Durstewitz, Luca; Lodi, Rachele ORCID logo; Martin, Victoria S ORCID logo; Wagner, Julia ORCID logo; Hugelius, Gustaf ORCID logo
Publisher PANGAEA
Publication Year 2021
Funding Reference Horizon 2020 https://doi.org/10.13039/501100007601 Crossref Funder ID 773421 https://cordis.europa.eu/project/id/773421 NUNATARYUK, Permafrost thaw and the changing Arctic coast, science for socioeconomic adaptation; Swedish Research Council https://doi.org/10.13039/501100004359 Crossref Funder ID 2018-04516
Rights Creative Commons Attribution 4.0 International; https://creativecommons.org/licenses/by/4.0/
OpenAccess true
Resource Type Dataset
Format application/zip
Size 1.3 MBytes
Discipline Earth System Research
Spatial Coverage (-140.171 LON, 69.569 LAT)