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Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments

Satellite‐derived surface soil moisture data are available for the Arctic, but detailed validation is still lacking. Previous studies have shown low correlations between in situ and modeled data. It is hypothesized that soil temperature variations after soil thaw impact MetOp ASCAT satellite‐derived...

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Detalles Bibliográficos
Autores principales: Högström, Elin, Heim, Birgit, Bartsch, Annett, Bergstedt, Helena, Pointner, Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472635/
https://www.ncbi.nlm.nih.gov/pubmed/31007990
http://dx.doi.org/10.1029/2018JF004658
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author Högström, Elin
Heim, Birgit
Bartsch, Annett
Bergstedt, Helena
Pointner, Georg
author_facet Högström, Elin
Heim, Birgit
Bartsch, Annett
Bergstedt, Helena
Pointner, Georg
author_sort Högström, Elin
collection PubMed
description Satellite‐derived surface soil moisture data are available for the Arctic, but detailed validation is still lacking. Previous studies have shown low correlations between in situ and modeled data. It is hypothesized that soil temperature variations after soil thaw impact MetOp ASCAT satellite‐derived surface soil moisture (SSM) measurements in wet tundra environments, as C band backscatter is sensitive to changes in dielectric properties. We compare in situ measurements of water content within the active layer at four sites across the Arctic in Alaska (Barrow, Sagwon, Toolik) and Siberia (Tiksi), taken in the spring after thawing and in autumn prior to freezing. In addition to the long‐term measurement fields, where sensors are installed deeper in the ground, we designed a monitoring setup for measuring moisture very close to the surface in the Lena River Delta, Siberia. The volumetric water content (VWC) and soil temperature sensors were placed in the moss organic layer in order to account for the limited penetration depth of the radar signal. ASCAT SSM variations are generally very small, in line with the low variability of in situ VWC. Short‐term changes after complete thawing of the upper organic layer, however, seem to be mostly influenced by soil temperature. Correlations between SSM and in situ VWC are generally very low, or even negative. Mean standard deviation matching results in a comparably high root‐mean‐square error (on average 11%) for predictions of VWC. Further investigations and measurement networks are needed to clarify factors causing temporal variation of C band backscatter in tundra regions.
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spelling pubmed-64726352019-04-19 Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments Högström, Elin Heim, Birgit Bartsch, Annett Bergstedt, Helena Pointner, Georg J Geophys Res Earth Surf Research Articles Satellite‐derived surface soil moisture data are available for the Arctic, but detailed validation is still lacking. Previous studies have shown low correlations between in situ and modeled data. It is hypothesized that soil temperature variations after soil thaw impact MetOp ASCAT satellite‐derived surface soil moisture (SSM) measurements in wet tundra environments, as C band backscatter is sensitive to changes in dielectric properties. We compare in situ measurements of water content within the active layer at four sites across the Arctic in Alaska (Barrow, Sagwon, Toolik) and Siberia (Tiksi), taken in the spring after thawing and in autumn prior to freezing. In addition to the long‐term measurement fields, where sensors are installed deeper in the ground, we designed a monitoring setup for measuring moisture very close to the surface in the Lena River Delta, Siberia. The volumetric water content (VWC) and soil temperature sensors were placed in the moss organic layer in order to account for the limited penetration depth of the radar signal. ASCAT SSM variations are generally very small, in line with the low variability of in situ VWC. Short‐term changes after complete thawing of the upper organic layer, however, seem to be mostly influenced by soil temperature. Correlations between SSM and in situ VWC are generally very low, or even negative. Mean standard deviation matching results in a comparably high root‐mean‐square error (on average 11%) for predictions of VWC. Further investigations and measurement networks are needed to clarify factors causing temporal variation of C band backscatter in tundra regions. John Wiley and Sons Inc. 2018-12-06 2018-12 /pmc/articles/PMC6472635/ /pubmed/31007990 http://dx.doi.org/10.1029/2018JF004658 Text en ©2018. The Authors. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Högström, Elin
Heim, Birgit
Bartsch, Annett
Bergstedt, Helena
Pointner, Georg
Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments
title Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments
title_full Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments
title_fullStr Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments
title_full_unstemmed Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments
title_short Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments
title_sort evaluation of a metop ascat‐derived surface soil moisture product in tundra environments
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472635/
https://www.ncbi.nlm.nih.gov/pubmed/31007990
http://dx.doi.org/10.1029/2018JF004658
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