Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden

Abstract Current climate change in the Arctic is unprecedented in the instrumental record, with profound consequences for the environment and landscape. In Arctic Sweden, aeolian sand dunes have been impacted by climatic changes since their initial formation after the retreat of the last glacial ice...

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Published in:Permafrost and Periglacial Processes
Main Authors: Stammler, Melanie, Stevens, Thomas, Hölbling, Daniel
Other Authors: Göran Gustafssons Stiftelse för Naturvetenskaplig och Medicinsk Forskning
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2022
Subjects:
Online Access:http://dx.doi.org/10.1002/ppp.2169
https://onlinelibrary.wiley.com/doi/pdf/10.1002/ppp.2169
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/ppp.2169
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spelling crwiley:10.1002/ppp.2169 2024-10-06T13:45:49+00:00 Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden Stammler, Melanie Stevens, Thomas Hölbling, Daniel Göran Gustafssons Stiftelse för Naturvetenskaplig och Medicinsk Forskning 2022 http://dx.doi.org/10.1002/ppp.2169 https://onlinelibrary.wiley.com/doi/pdf/10.1002/ppp.2169 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/ppp.2169 en eng Wiley http://creativecommons.org/licenses/by/4.0/ Permafrost and Periglacial Processes volume 34, issue 1, page 22-36 ISSN 1045-6740 1099-1530 journal-article 2022 crwiley https://doi.org/10.1002/ppp.2169 2024-09-11T04:13:29Z Abstract Current climate change in the Arctic is unprecedented in the instrumental record, with profound consequences for the environment and landscape. In Arctic Sweden, aeolian sand dunes have been impacted by climatic changes since their initial formation after the retreat of the last glacial ice sheet. Dune type, location and orientation can therefore be used to explore past wind patterns and landscape destabilisation in this sensitive area. However, knowledge of the full spatial extent and characteristics of these dunes is limited by their inaccessibility and dense vegetation cover. Geographic object‐based image analysis (GEOBIA) permits the semi‐automatic creation of reproducible parameter‐based objects and can be an appropriate means to systematically and spatially map these dunes remotely. Here, a digital elevation model (DEM) and its derivatives, such as slope and curvature, were segmented in a GEOBIA context, enabling the identification and mapping of aeolian sand dunes in Arctic Sweden. Analysis of the GEOBIA‐derived and expert‐accepted polygons affirms the prevalence of parabolic dune type and reveals the coexistence of simple dunes with large coalesced systems. Furthermore, mapped dune orientations and relationships to other geomorphological features were used to explore past wind directions and to identify sediment sources as well as the reasons for sand availability. The results indicate that most dune systems in Arctic Sweden were initially supplied by glaciofluvial and fluvial disturbances of sandy esker systems. Topographic control of wind direction is the dominant influence on dune orientation. Further, our approach shows that analysing the GEOBIA‐derived dune objects in their geomorphological context paves the way for successfully investigating aeolian sand dune location, type and orientation in Arctic Sweden, thereby facilitating the understanding of post‐glacial landscape (in)stability and evolution in the area. Article in Journal/Newspaper Arctic Climate change Ice Sheet Permafrost and Periglacial Processes Wiley Online Library Arctic Permafrost and Periglacial Processes 34 1 22 36
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Current climate change in the Arctic is unprecedented in the instrumental record, with profound consequences for the environment and landscape. In Arctic Sweden, aeolian sand dunes have been impacted by climatic changes since their initial formation after the retreat of the last glacial ice sheet. Dune type, location and orientation can therefore be used to explore past wind patterns and landscape destabilisation in this sensitive area. However, knowledge of the full spatial extent and characteristics of these dunes is limited by their inaccessibility and dense vegetation cover. Geographic object‐based image analysis (GEOBIA) permits the semi‐automatic creation of reproducible parameter‐based objects and can be an appropriate means to systematically and spatially map these dunes remotely. Here, a digital elevation model (DEM) and its derivatives, such as slope and curvature, were segmented in a GEOBIA context, enabling the identification and mapping of aeolian sand dunes in Arctic Sweden. Analysis of the GEOBIA‐derived and expert‐accepted polygons affirms the prevalence of parabolic dune type and reveals the coexistence of simple dunes with large coalesced systems. Furthermore, mapped dune orientations and relationships to other geomorphological features were used to explore past wind directions and to identify sediment sources as well as the reasons for sand availability. The results indicate that most dune systems in Arctic Sweden were initially supplied by glaciofluvial and fluvial disturbances of sandy esker systems. Topographic control of wind direction is the dominant influence on dune orientation. Further, our approach shows that analysing the GEOBIA‐derived dune objects in their geomorphological context paves the way for successfully investigating aeolian sand dune location, type and orientation in Arctic Sweden, thereby facilitating the understanding of post‐glacial landscape (in)stability and evolution in the area.
author2 Göran Gustafssons Stiftelse för Naturvetenskaplig och Medicinsk Forskning
format Article in Journal/Newspaper
author Stammler, Melanie
Stevens, Thomas
Hölbling, Daniel
spellingShingle Stammler, Melanie
Stevens, Thomas
Hölbling, Daniel
Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden
author_facet Stammler, Melanie
Stevens, Thomas
Hölbling, Daniel
author_sort Stammler, Melanie
title Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden
title_short Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden
title_full Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden
title_fullStr Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden
title_full_unstemmed Geographic object‐based image analysis (GEOBIA) of the distribution and characteristics of aeolian sand dunes in Arctic Sweden
title_sort geographic object‐based image analysis (geobia) of the distribution and characteristics of aeolian sand dunes in arctic sweden
publisher Wiley
publishDate 2022
url http://dx.doi.org/10.1002/ppp.2169
https://onlinelibrary.wiley.com/doi/pdf/10.1002/ppp.2169
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/ppp.2169
geographic Arctic
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genre Arctic
Climate change
Ice Sheet
Permafrost and Periglacial Processes
genre_facet Arctic
Climate change
Ice Sheet
Permafrost and Periglacial Processes
op_source Permafrost and Periglacial Processes
volume 34, issue 1, page 22-36
ISSN 1045-6740 1099-1530
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1002/ppp.2169
container_title Permafrost and Periglacial Processes
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