Permafrost distribution modelling in the semi-arid Chilean Andes

Mountain permafrost and rock glaciers in the dry Andes are of growing interest due to the increase in mining industry and infrastructure development in this remote area. Empirical models of mountain permafrost distribution based on rock glacier activity status and temperature data have been establis...

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Published in:The Cryosphere
Main Authors: Azócar, Guillermo F., Brenning, Alexander, Bodin, Xavier
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2017
Subjects:
Online Access:https://doi.org/10.5194/tc-11-877-2017
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00010390 2023-05-15T17:55:24+02:00 Permafrost distribution modelling in the semi-arid Chilean Andes Azócar, Guillermo F. Brenning, Alexander Bodin, Xavier 2017-04 electronic https://doi.org/10.5194/tc-11-877-2017 https://noa.gwlb.de/receive/cop_mods_00010390 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00010347/tc-11-877-2017.pdf https://tc.copernicus.org/articles/11/877/2017/tc-11-877-2017.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-11-877-2017 https://noa.gwlb.de/receive/cop_mods_00010390 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00010347/tc-11-877-2017.pdf https://tc.copernicus.org/articles/11/877/2017/tc-11-877-2017.pdf uneingeschränkt info:eu-repo/semantics/openAccess article Verlagsveröffentlichung article Text doc-type:article 2017 ftnonlinearchiv https://doi.org/10.5194/tc-11-877-2017 2022-02-08T22:57:03Z Mountain permafrost and rock glaciers in the dry Andes are of growing interest due to the increase in mining industry and infrastructure development in this remote area. Empirical models of mountain permafrost distribution based on rock glacier activity status and temperature data have been established as a tool for regional-scale assessments of its distribution; this kind of model approach has never been applied for a large portion of the Andes. In the present study, this methodology is applied to map permafrost favourability throughout the semi-arid Andes of central Chile (29–32° S), excluding areas of exposed bedrock. After spatially modelling of the mean annual air temperature distribution from scarce temperature records (116 station years) using a linear mixed-effects model, a generalized additive model was built to model the activity status of 3524 rock glaciers. A permafrost favourability index (PFI) was obtained by adjusting model predictions for conceptual differences between permafrost and rock glacier distribution. The results indicate that the model has an acceptable performance (median AUROC: 0.76). Conditions highly favourable to permafrost presence (PFI ≥ 0.75) are predicted for 1051 km2 of mountain terrain, or 2.7 % of the total area of the watersheds studied. Favourable conditions are expected to occur in 2636 km2, or 6.8 % of the area. Substantial portions of the Elqui and Huasco watersheds are considered to be favourable for permafrost presence (11.8 % each), while in the Limarí and Choapa watersheds permafrost is expected to be mostly limited to specific sub-watersheds. In the future, local ground-truth observations will be required to confirm permafrost presence in favourable areas and to monitor permafrost evolution under the influence of climate change. Article in Journal/Newspaper permafrost The Cryosphere Niedersächsisches Online-Archiv NOA The Cryosphere 11 2 877 890
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Azócar, Guillermo F.
Brenning, Alexander
Bodin, Xavier
Permafrost distribution modelling in the semi-arid Chilean Andes
topic_facet article
Verlagsveröffentlichung
description Mountain permafrost and rock glaciers in the dry Andes are of growing interest due to the increase in mining industry and infrastructure development in this remote area. Empirical models of mountain permafrost distribution based on rock glacier activity status and temperature data have been established as a tool for regional-scale assessments of its distribution; this kind of model approach has never been applied for a large portion of the Andes. In the present study, this methodology is applied to map permafrost favourability throughout the semi-arid Andes of central Chile (29–32° S), excluding areas of exposed bedrock. After spatially modelling of the mean annual air temperature distribution from scarce temperature records (116 station years) using a linear mixed-effects model, a generalized additive model was built to model the activity status of 3524 rock glaciers. A permafrost favourability index (PFI) was obtained by adjusting model predictions for conceptual differences between permafrost and rock glacier distribution. The results indicate that the model has an acceptable performance (median AUROC: 0.76). Conditions highly favourable to permafrost presence (PFI ≥ 0.75) are predicted for 1051 km2 of mountain terrain, or 2.7 % of the total area of the watersheds studied. Favourable conditions are expected to occur in 2636 km2, or 6.8 % of the area. Substantial portions of the Elqui and Huasco watersheds are considered to be favourable for permafrost presence (11.8 % each), while in the Limarí and Choapa watersheds permafrost is expected to be mostly limited to specific sub-watersheds. In the future, local ground-truth observations will be required to confirm permafrost presence in favourable areas and to monitor permafrost evolution under the influence of climate change.
format Article in Journal/Newspaper
author Azócar, Guillermo F.
Brenning, Alexander
Bodin, Xavier
author_facet Azócar, Guillermo F.
Brenning, Alexander
Bodin, Xavier
author_sort Azócar, Guillermo F.
title Permafrost distribution modelling in the semi-arid Chilean Andes
title_short Permafrost distribution modelling in the semi-arid Chilean Andes
title_full Permafrost distribution modelling in the semi-arid Chilean Andes
title_fullStr Permafrost distribution modelling in the semi-arid Chilean Andes
title_full_unstemmed Permafrost distribution modelling in the semi-arid Chilean Andes
title_sort permafrost distribution modelling in the semi-arid chilean andes
publisher Copernicus Publications
publishDate 2017
url https://doi.org/10.5194/tc-11-877-2017
https://noa.gwlb.de/receive/cop_mods_00010390
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00010347/tc-11-877-2017.pdf
https://tc.copernicus.org/articles/11/877/2017/tc-11-877-2017.pdf
genre permafrost
The Cryosphere
genre_facet 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-11-877-2017
https://noa.gwlb.de/receive/cop_mods_00010390
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00010347/tc-11-877-2017.pdf
https://tc.copernicus.org/articles/11/877/2017/tc-11-877-2017.pdf
op_rights uneingeschränkt
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-11-877-2017
container_title The Cryosphere
container_volume 11
container_issue 2
container_start_page 877
op_container_end_page 890
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