Circumpolar Landcover Units

Landcover units have been derived from Copernicus Sentinel-1 und Sentinel-2 data acquired between 2016 and 2022 for the Arctic tundra biome.23 units of which 20 represent different vegetation characteristics and soil conditions are provided. The units have been identified with K-means over a represe...

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Main Authors: Bartsch, Annett, Efimova, Aleksandra, Widhalm, Barbara, Muri, Xaver, von Baeckmann, Clemens, Bergstedt, Helena, Ermokhina, Ksenia, Hugelius, Gustaf, Heim, Birgit, Leibmann, Marina
Other Authors: Strozzi, Tazio
Format: Other/Unknown Material
Language:English
Published: Zenodo 2023
Subjects:
Online Access:https://doi.org/10.5281/zenodo.8399018
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author Bartsch, Annett
Efimova, Aleksandra
Widhalm, Barbara
Muri, Xaver
von Baeckmann, Clemens
Bergstedt, Helena
Ermokhina, Ksenia
Hugelius, Gustaf
Heim, Birgit
Leibmann, Marina
author2 Strozzi, Tazio
author_facet Bartsch, Annett
Efimova, Aleksandra
Widhalm, Barbara
Muri, Xaver
von Baeckmann, Clemens
Bergstedt, Helena
Ermokhina, Ksenia
Hugelius, Gustaf
Heim, Birgit
Leibmann, Marina
author_sort Bartsch, Annett
collection Zenodo
description Landcover units have been derived from Copernicus Sentinel-1 und Sentinel-2 data acquired between 2016 and 2022 for the Arctic tundra biome.23 units of which 20 represent different vegetation characteristics and soil conditions are provided. The units have been identified with K-means over a representative transect and in a second step retrieved across the entire Arctic north of the treeline. The description of the units is based on several thousand samples from vegetation surveys and soil probes. The units are supplied at 10m resolution in nine irregular tiles. Auxiliary data for quality information and input acquisition dates are supplied in a separate shape file. Units are documented in detail in Bartsch, A., Efimova, A., Widhalm, B., Muri, X., von Baeckmann, C., Bergstedt, H., Ermokhina, K., Hugelius, G., Heim, B., and Leibman, M.: Circumarctic land cover diversity considering wetness gradients, Hydrol. Earth Syst. Sci., 28, 2421–2481, https://doi.org/10.5194/hess-28-2421-2024, 2024. Contains modified Copernicus Sentinel data 2016 - 2022. This study and associated datasets were designed for scientific purposes only and should not be taken as professional engineering advice. This work was supported by the European Space Agency CCI+ Permafrost and AMPAC-Net projects, the European Research Council project No. 951288, and has received funding under the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 869471 (CHARTER). An update of the product user guide document and formatting of Alaska (masking) and Svalbard (projection) is available under https://zenodo.org/records/11486149 .
format Other/Unknown Material
genre Arctic
permafrost
Svalbard
Tundra
Alaska
genre_facet Arctic
permafrost
Svalbard
Tundra
Alaska
geographic Arctic
Svalbard
Hess
geographic_facet Arctic
Svalbard
Hess
id ftzenodo:oai:zenodo.org:8399018
institution Open Polar
language English
long_lat ENVELOPE(-65.133,-65.133,-67.200,-67.200)
op_collection_id ftzenodo
op_relation https://doi.org/10.1594/PANGAEA.897916
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https://doi.org/10.5194/hess-28-2421-2024
https://doi.org/10.5281/zenodo.11486149
https://zenodo.org/communities/eu
https://doi.org/10.5281/zenodo.8399017
https://doi.org/10.5281/zenodo.8399018
oai:zenodo.org:8399018
op_rights info:eu-repo/semantics/openAccess
publishDate 2023
publisher Zenodo
record_format openpolar
spelling ftzenodo:oai:zenodo.org:8399018 2025-01-16T20:24:45+00:00 Circumpolar Landcover Units Bartsch, Annett Efimova, Aleksandra Widhalm, Barbara Muri, Xaver von Baeckmann, Clemens Bergstedt, Helena Ermokhina, Ksenia Hugelius, Gustaf Heim, Birgit Leibmann, Marina Strozzi, Tazio 2023-10-02 https://doi.org/10.5281/zenodo.8399018 eng eng Zenodo https://doi.org/10.1594/PANGAEA.897916 https://doi.org/10.3390/rs8120979 https://doi.org/10.5194/hess-28-2421-2024 https://doi.org/10.5281/zenodo.11486149 https://zenodo.org/communities/eu https://doi.org/10.5281/zenodo.8399017 https://doi.org/10.5281/zenodo.8399018 oai:zenodo.org:8399018 info:eu-repo/semantics/openAccess landcover Arctic remote sensing Sentinel-1 Sentinel-2 info:eu-repo/semantics/other 2023 ftzenodo 2024-12-06T01:03:35Z Landcover units have been derived from Copernicus Sentinel-1 und Sentinel-2 data acquired between 2016 and 2022 for the Arctic tundra biome.23 units of which 20 represent different vegetation characteristics and soil conditions are provided. The units have been identified with K-means over a representative transect and in a second step retrieved across the entire Arctic north of the treeline. The description of the units is based on several thousand samples from vegetation surveys and soil probes. The units are supplied at 10m resolution in nine irregular tiles. Auxiliary data for quality information and input acquisition dates are supplied in a separate shape file. Units are documented in detail in Bartsch, A., Efimova, A., Widhalm, B., Muri, X., von Baeckmann, C., Bergstedt, H., Ermokhina, K., Hugelius, G., Heim, B., and Leibman, M.: Circumarctic land cover diversity considering wetness gradients, Hydrol. Earth Syst. Sci., 28, 2421–2481, https://doi.org/10.5194/hess-28-2421-2024, 2024. Contains modified Copernicus Sentinel data 2016 - 2022. This study and associated datasets were designed for scientific purposes only and should not be taken as professional engineering advice. This work was supported by the European Space Agency CCI+ Permafrost and AMPAC-Net projects, the European Research Council project No. 951288, and has received funding under the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 869471 (CHARTER). An update of the product user guide document and formatting of Alaska (masking) and Svalbard (projection) is available under https://zenodo.org/records/11486149 . Other/Unknown Material Arctic permafrost Svalbard Tundra Alaska Zenodo Arctic Svalbard Hess ENVELOPE(-65.133,-65.133,-67.200,-67.200)
spellingShingle landcover
Arctic
remote sensing
Sentinel-1
Sentinel-2
Bartsch, Annett
Efimova, Aleksandra
Widhalm, Barbara
Muri, Xaver
von Baeckmann, Clemens
Bergstedt, Helena
Ermokhina, Ksenia
Hugelius, Gustaf
Heim, Birgit
Leibmann, Marina
Circumpolar Landcover Units
title Circumpolar Landcover Units
title_full Circumpolar Landcover Units
title_fullStr Circumpolar Landcover Units
title_full_unstemmed Circumpolar Landcover Units
title_short Circumpolar Landcover Units
title_sort circumpolar landcover units
topic landcover
Arctic
remote sensing
Sentinel-1
Sentinel-2
topic_facet landcover
Arctic
remote sensing
Sentinel-1
Sentinel-2
url https://doi.org/10.5281/zenodo.8399018