Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling

Warming of the Arctic in recent years has led to changes in the active layer and uppermost permafrost. In particular, thick active layer formation results in more frequent thaw of the ice-rich transient layer. This addition of moisture, as well as infiltration from late season precipitation, results...

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Published in:The Cryosphere
Main Authors: J. E. Holloway, A. C. A. Rudy, S. F. Lamoureux, P. M. Treitz
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2017
Subjects:
Gam
Ice
Online Access:https://doi.org/10.5194/tc-11-1403-2017
https://doaj.org/article/b1aea1343ea3411f8c28894f7232ab44
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spelling ftdoajarticles:oai:doaj.org/article:b1aea1343ea3411f8c28894f7232ab44 2023-05-15T15:00:03+02:00 Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling J. E. Holloway A. C. A. Rudy S. F. Lamoureux P. M. Treitz 2017-06-01T00:00:00Z https://doi.org/10.5194/tc-11-1403-2017 https://doaj.org/article/b1aea1343ea3411f8c28894f7232ab44 EN eng Copernicus Publications http://www.the-cryosphere.net/11/1403/2017/tc-11-1403-2017.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-11-1403-2017 1994-0416 1994-0424 https://doaj.org/article/b1aea1343ea3411f8c28894f7232ab44 The Cryosphere, Vol 11, Pp 1403-1415 (2017) Environmental sciences GE1-350 Geology QE1-996.5 article 2017 ftdoajarticles https://doi.org/10.5194/tc-11-1403-2017 2022-12-31T14:45:19Z Warming of the Arctic in recent years has led to changes in the active layer and uppermost permafrost. In particular, thick active layer formation results in more frequent thaw of the ice-rich transient layer. This addition of moisture, as well as infiltration from late season precipitation, results in high pore-water pressures (PWPs) at the base of the active layer and can potentially result in landscape degradation. To predict areas that have the potential for subsurface pressurization, we use susceptibility maps generated using a generalized additive model (GAM). As model response variables, we used active layer detachments (ALDs) and mud ejections (MEs), both formed by high PWP conditions at the Cape Bounty Arctic Watershed Observatory, Melville Island, Canada. As explanatory variables, we used the terrain characteristics elevation, slope, distance to water, topographic position index (TPI), potential incoming solar radiation (PISR), distance to water, normalized difference vegetation index (NDVI; ME model only), geology, and topographic wetness index (TWI). ALDs and MEs were accurately modelled in terms of susceptibility to disturbance across the study area. The susceptibility models demonstrate that ALDs are most probable on hill slopes with gradual to steep slopes and relatively low PISR, whereas MEs are associated with higher elevation areas, lower slope angles, and areas relatively far from water. Based on these results, this method identifies areas that may be sensitive to high PWPs and helps improve our understanding of geomorphic sensitivity to permafrost degradation. Article in Journal/Newspaper Arctic Ice permafrost The Cryosphere Melville Island Directory of Open Access Journals: DOAJ Articles Arctic Canada Cape Bounty ENVELOPE(-109.542,-109.542,74.863,74.863) Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) The Cryosphere 11 3 1403 1415
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
J. E. Holloway
A. C. A. Rudy
S. F. Lamoureux
P. M. Treitz
Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Warming of the Arctic in recent years has led to changes in the active layer and uppermost permafrost. In particular, thick active layer formation results in more frequent thaw of the ice-rich transient layer. This addition of moisture, as well as infiltration from late season precipitation, results in high pore-water pressures (PWPs) at the base of the active layer and can potentially result in landscape degradation. To predict areas that have the potential for subsurface pressurization, we use susceptibility maps generated using a generalized additive model (GAM). As model response variables, we used active layer detachments (ALDs) and mud ejections (MEs), both formed by high PWP conditions at the Cape Bounty Arctic Watershed Observatory, Melville Island, Canada. As explanatory variables, we used the terrain characteristics elevation, slope, distance to water, topographic position index (TPI), potential incoming solar radiation (PISR), distance to water, normalized difference vegetation index (NDVI; ME model only), geology, and topographic wetness index (TWI). ALDs and MEs were accurately modelled in terms of susceptibility to disturbance across the study area. The susceptibility models demonstrate that ALDs are most probable on hill slopes with gradual to steep slopes and relatively low PISR, whereas MEs are associated with higher elevation areas, lower slope angles, and areas relatively far from water. Based on these results, this method identifies areas that may be sensitive to high PWPs and helps improve our understanding of geomorphic sensitivity to permafrost degradation.
format Article in Journal/Newspaper
author J. E. Holloway
A. C. A. Rudy
S. F. Lamoureux
P. M. Treitz
author_facet J. E. Holloway
A. C. A. Rudy
S. F. Lamoureux
P. M. Treitz
author_sort J. E. Holloway
title Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
title_short Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
title_full Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
title_fullStr Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
title_full_unstemmed Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
title_sort determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
publisher Copernicus Publications
publishDate 2017
url https://doi.org/10.5194/tc-11-1403-2017
https://doaj.org/article/b1aea1343ea3411f8c28894f7232ab44
long_lat ENVELOPE(-109.542,-109.542,74.863,74.863)
ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Arctic
Canada
Cape Bounty
Gam
geographic_facet Arctic
Canada
Cape Bounty
Gam
genre Arctic
Ice
permafrost
The Cryosphere
Melville Island
genre_facet Arctic
Ice
permafrost
The Cryosphere
Melville Island
op_source The Cryosphere, Vol 11, Pp 1403-1415 (2017)
op_relation http://www.the-cryosphere.net/11/1403/2017/tc-11-1403-2017.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-11-1403-2017
1994-0416
1994-0424
https://doaj.org/article/b1aea1343ea3411f8c28894f7232ab44
op_doi https://doi.org/10.5194/tc-11-1403-2017
container_title The Cryosphere
container_volume 11
container_issue 3
container_start_page 1403
op_container_end_page 1415
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