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: Y. Zhang, I. Olthof, R. Fraser, S. A. Wolfe
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2014
Subjects:
geo
Online Access:https://doi.org/10.5194/tc-8-2177-2014
http://www.the-cryosphere.net/8/2177/2014/tc-8-2177-2014.pdf
https://doaj.org/article/4eda56aa9530492ba43b529881d3b28a
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spelling fttriple:oai:gotriple.eu:oai:doaj.org/article:4eda56aa9530492ba43b529881d3b28a 2023-05-15T17:46:42+02:00 A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections Y. Zhang I. Olthof R. Fraser S. A. Wolfe 2014-11-01 https://doi.org/10.5194/tc-8-2177-2014 http://www.the-cryosphere.net/8/2177/2014/tc-8-2177-2014.pdf https://doaj.org/article/4eda56aa9530492ba43b529881d3b28a en eng Copernicus Publications 1994-0416 1994-0424 doi:10.5194/tc-8-2177-2014 http://www.the-cryosphere.net/8/2177/2014/tc-8-2177-2014.pdf https://doaj.org/article/4eda56aa9530492ba43b529881d3b28a undefined The Cryosphere, Vol 8, Iss 6, Pp 2177-2194 (2014) geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2014 fttriple https://doi.org/10.5194/tc-8-2177-2014 2023-01-22T17:50:37Z 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 Unknown Canada Northwest Territories The Cryosphere 8 6 2177 2194
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic geo
envir
spellingShingle geo
envir
Y. Zhang
I. Olthof
R. Fraser
S. A. Wolfe
A new approach to mapping permafrost and change incorporating uncertainties in ground conditions and climate projections
topic_facet geo
envir
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 Y. Zhang
I. Olthof
R. Fraser
S. A. Wolfe
author_facet Y. Zhang
I. Olthof
R. Fraser
S. A. Wolfe
author_sort Y. Zhang
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
http://www.the-cryosphere.net/8/2177/2014/tc-8-2177-2014.pdf
https://doaj.org/article/4eda56aa9530492ba43b529881d3b28a
geographic Canada
Northwest Territories
geographic_facet Canada
Northwest Territories
genre Northwest Territories
permafrost
The Cryosphere
genre_facet Northwest Territories
permafrost
The Cryosphere
op_source The Cryosphere, Vol 8, Iss 6, Pp 2177-2194 (2014)
op_relation 1994-0416
1994-0424
doi:10.5194/tc-8-2177-2014
http://www.the-cryosphere.net/8/2177/2014/tc-8-2177-2014.pdf
https://doaj.org/article/4eda56aa9530492ba43b529881d3b28a
op_rights undefined
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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