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

DOI

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.

Identifier
DOI https://doi.org/10.1594/PANGAEA.937687
Related Identifier 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
Provenance
Creator A'Campo, Willeke; Bartsch, Annett; Roth, Achim; Wendleder, Anna; Durstewitz, Luca; Lodi, Rachele; Martin, Victoria S; Wagner, Julia; Hugelius, Gustaf
Publisher PANGAEA - Data Publisher for Earth & Environmental Science
Publication Year 2021
Funding Reference Horizon 2020, 773421; Swedish Research Council, 2018 04516
Rights Creative Commons Attribution 4.0 International; https://creativecommons.org/licenses/by/4.0/
OpenAccess true
Representation
Language English
Resource Type Dataset
Format application/zip
Size 1.3 MBytes
Discipline Earth System Research
Spatial Coverage (-140.171 LON, 69.569 LAT)