Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands

Water bodies are ubiquitous features in Arctic wetlands. Ponds, i.e., waters with a surface area smaller than 104 m2, have been recognized as hotspots of biological activity and greenhouse gas emissions but are not well inventoried. This study aimed to identify common characteristics of three Arctic...

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Published in:Remote Sensing
Main Authors: Julia Boike, Anna Abnizova, Birgit Heim, Sina Muster
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2013
Subjects:
Q
Online Access:https://doi.org/10.3390/rs5041498
https://doaj.org/article/b2736729e14940a3a6af293b84e7fcb1
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spelling ftdoajarticles:oai:doaj.org/article:b2736729e14940a3a6af293b84e7fcb1 2023-05-15T13:10:35+02:00 Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands Julia Boike Anna Abnizova Birgit Heim Sina Muster 2013-03-01T00:00:00Z https://doi.org/10.3390/rs5041498 https://doaj.org/article/b2736729e14940a3a6af293b84e7fcb1 EN eng MDPI AG http://www.mdpi.com/2072-4292/5/4/1498 https://doaj.org/toc/2072-4292 doi:10.3390/rs5041498 2072-4292 https://doaj.org/article/b2736729e14940a3a6af293b84e7fcb1 Remote Sensing, Vol 5, Iss 4, Pp 1498-1523 (2013) remote sensing scaling surface hydrology permafrost ponds albedo subpixel mapping Science Q article 2013 ftdoajarticles https://doi.org/10.3390/rs5041498 2022-12-31T15:24:43Z Water bodies are ubiquitous features in Arctic wetlands. Ponds, i.e., waters with a surface area smaller than 104 m2, have been recognized as hotspots of biological activity and greenhouse gas emissions but are not well inventoried. This study aimed to identify common characteristics of three Arctic wetlands including water body size and abundance for different spatial resolutions, and the potential of Landsat-5 TM satellite data to show the subpixel fraction of water cover (SWC) via the surface albedo. Water bodies were mapped using optical and radar satellite data with resolutions of 4mor better, Landsat-5 TM at 30mand the MODIS water mask (MOD44W) at 250m resolution. Study sites showed similar properties regarding water body distributions and scaling issues. Abundance-size distributions showed a curved pattern on a log-log scale with a flattened lower tail and an upper tail that appeared Paretian. Ponds represented 95% of the total water body number. Total number of water bodies decreased with coarser spatial resolutions. However, clusters of small water bodies were merged into single larger water bodies leading to local overestimation of water surface area. To assess the uncertainty of coarse-scale products, both surface water fraction and the water body size distribution should therefore be considered. Using Landsat surface albedo to estimate SWC across different terrain types including polygonal terrain and drained thermokarst basins proved to be a robust approach. However, the albedo–SWC relationship is site specific and needs to be tested in other Arctic regions. These findings present a baseline to better represent small water bodies of Arctic wet tundra environments in regional as well as global ecosystem and climate models. Article in Journal/Newspaper albedo Arctic permafrost Thermokarst Tundra Directory of Open Access Journals: DOAJ Articles Arctic Remote Sensing 5 4 1498 1523
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic remote sensing
scaling
surface hydrology
permafrost
ponds
albedo
subpixel mapping
Science
Q
spellingShingle remote sensing
scaling
surface hydrology
permafrost
ponds
albedo
subpixel mapping
Science
Q
Julia Boike
Anna Abnizova
Birgit Heim
Sina Muster
Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands
topic_facet remote sensing
scaling
surface hydrology
permafrost
ponds
albedo
subpixel mapping
Science
Q
description Water bodies are ubiquitous features in Arctic wetlands. Ponds, i.e., waters with a surface area smaller than 104 m2, have been recognized as hotspots of biological activity and greenhouse gas emissions but are not well inventoried. This study aimed to identify common characteristics of three Arctic wetlands including water body size and abundance for different spatial resolutions, and the potential of Landsat-5 TM satellite data to show the subpixel fraction of water cover (SWC) via the surface albedo. Water bodies were mapped using optical and radar satellite data with resolutions of 4mor better, Landsat-5 TM at 30mand the MODIS water mask (MOD44W) at 250m resolution. Study sites showed similar properties regarding water body distributions and scaling issues. Abundance-size distributions showed a curved pattern on a log-log scale with a flattened lower tail and an upper tail that appeared Paretian. Ponds represented 95% of the total water body number. Total number of water bodies decreased with coarser spatial resolutions. However, clusters of small water bodies were merged into single larger water bodies leading to local overestimation of water surface area. To assess the uncertainty of coarse-scale products, both surface water fraction and the water body size distribution should therefore be considered. Using Landsat surface albedo to estimate SWC across different terrain types including polygonal terrain and drained thermokarst basins proved to be a robust approach. However, the albedo–SWC relationship is site specific and needs to be tested in other Arctic regions. These findings present a baseline to better represent small water bodies of Arctic wet tundra environments in regional as well as global ecosystem and climate models.
format Article in Journal/Newspaper
author Julia Boike
Anna Abnizova
Birgit Heim
Sina Muster
author_facet Julia Boike
Anna Abnizova
Birgit Heim
Sina Muster
author_sort Julia Boike
title Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands
title_short Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands
title_full Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands
title_fullStr Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands
title_full_unstemmed Water Body Distributions Across Scales: A Remote Sensing Based Comparison of Three Arctic Tundra Wetlands
title_sort water body distributions across scales: a remote sensing based comparison of three arctic tundra wetlands
publisher MDPI AG
publishDate 2013
url https://doi.org/10.3390/rs5041498
https://doaj.org/article/b2736729e14940a3a6af293b84e7fcb1
geographic Arctic
geographic_facet Arctic
genre albedo
Arctic
permafrost
Thermokarst
Tundra
genre_facet albedo
Arctic
permafrost
Thermokarst
Tundra
op_source Remote Sensing, Vol 5, Iss 4, Pp 1498-1523 (2013)
op_relation http://www.mdpi.com/2072-4292/5/4/1498
https://doaj.org/toc/2072-4292
doi:10.3390/rs5041498
2072-4292
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op_doi https://doi.org/10.3390/rs5041498
container_title Remote Sensing
container_volume 5
container_issue 4
container_start_page 1498
op_container_end_page 1523
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