A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections

Spatially detailed information on permafrost distribution and change with climate is important for land use planning, infrastructure development, and environmental assessments. However, the required soil and surficial geology maps in the North are coarse, and projected climate scenarios vary widely....

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Published in:The Cryosphere
Main Authors: Zhang, Y., Olthof, I., Fraser, R., Wolfe, S. A.
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2014
Subjects:
Online Access:https://doi.org/10.5194/tc-8-2177-2014
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00018324 2023-05-15T17:46:42+02:00 A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections Zhang, Y. Olthof, I. Fraser, R. Wolfe, S. A. 2014-11 electronic https://doi.org/10.5194/tc-8-2177-2014 https://noa.gwlb.de/receive/cop_mods_00018324 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00018279/tc-8-2177-2014.pdf https://tc.copernicus.org/articles/8/2177/2014/tc-8-2177-2014.pdf eng eng Copernicus Publications The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424 https://doi.org/10.5194/tc-8-2177-2014 https://noa.gwlb.de/receive/cop_mods_00018324 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00018279/tc-8-2177-2014.pdf https://tc.copernicus.org/articles/8/2177/2014/tc-8-2177-2014.pdf uneingeschränkt info:eu-repo/semantics/openAccess article Verlagsveröffentlichung article Text doc-type:article 2014 ftnonlinearchiv https://doi.org/10.5194/tc-8-2177-2014 2022-02-08T22:53:14Z Spatially detailed information on permafrost distribution and change with climate is important for land use planning, infrastructure development, and environmental assessments. However, the required soil and surficial geology maps in the North are coarse, and projected climate scenarios vary widely. Considering these uncertainties, we propose a new approach to mapping permafrost distribution and change by integrating remote sensing data, field measurements, and a process-based model. Land cover types from satellite imagery are used to capture the general land conditions and to improve the resolution of existing permafrost maps. For each land cover type, field observations are used to estimate the probabilities of different ground conditions. A process-based model is used to quantify the evolution of permafrost for each ground condition under three representative climate scenarios (low, medium, and high warming). From the model results, the probability of permafrost occurrence and the most likely permafrost conditions are determined. We apply this approach at 20 m resolution to a large area in Northwest Territories, Canada. Mapped permafrost conditions are in agreement with field observations and other studies. The data requirements, model robustness, and computation time are reasonable, and this approach may serve as a practical means to mapping permafrost and changes at high resolution in other regions. Article in Journal/Newspaper Northwest Territories permafrost The Cryosphere Niedersächsisches Online-Archiv NOA Canada Northwest Territories The Cryosphere 8 6 2177 2194
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Zhang, Y.
Olthof, I.
Fraser, R.
Wolfe, S. A.
A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
topic_facet article
Verlagsveröffentlichung
description Spatially detailed information on permafrost distribution and change with climate is important for land use planning, infrastructure development, and environmental assessments. However, the required soil and surficial geology maps in the North are coarse, and projected climate scenarios vary widely. Considering these uncertainties, we propose a new approach to mapping permafrost distribution and change by integrating remote sensing data, field measurements, and a process-based model. Land cover types from satellite imagery are used to capture the general land conditions and to improve the resolution of existing permafrost maps. For each land cover type, field observations are used to estimate the probabilities of different ground conditions. A process-based model is used to quantify the evolution of permafrost for each ground condition under three representative climate scenarios (low, medium, and high warming). From the model results, the probability of permafrost occurrence and the most likely permafrost conditions are determined. We apply this approach at 20 m resolution to a large area in Northwest Territories, Canada. Mapped permafrost conditions are in agreement with field observations and other studies. The data requirements, model robustness, and computation time are reasonable, and this approach may serve as a practical means to mapping permafrost and changes at high resolution in other regions.
format Article in Journal/Newspaper
author Zhang, Y.
Olthof, I.
Fraser, R.
Wolfe, S. A.
author_facet Zhang, Y.
Olthof, I.
Fraser, R.
Wolfe, S. A.
author_sort Zhang, Y.
title A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
title_short A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
title_full A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
title_fullStr A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
title_full_unstemmed A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
title_sort new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
publisher Copernicus Publications
publishDate 2014
url https://doi.org/10.5194/tc-8-2177-2014
https://noa.gwlb.de/receive/cop_mods_00018324
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00018279/tc-8-2177-2014.pdf
https://tc.copernicus.org/articles/8/2177/2014/tc-8-2177-2014.pdf
geographic Canada
Northwest Territories
geographic_facet Canada
Northwest Territories
genre Northwest Territories
permafrost
The Cryosphere
genre_facet Northwest Territories
permafrost
The Cryosphere
op_relation The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424
https://doi.org/10.5194/tc-8-2177-2014
https://noa.gwlb.de/receive/cop_mods_00018324
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00018279/tc-8-2177-2014.pdf
https://tc.copernicus.org/articles/8/2177/2014/tc-8-2177-2014.pdf
op_rights uneingeschränkt
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-8-2177-2014
container_title The Cryosphere
container_volume 8
container_issue 6
container_start_page 2177
op_container_end_page 2194
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