Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)

Climate change is profoundly transforming the carbon-rich Arctic tundra landscape, potentially moving it from a carbon sink to a carbon source by increasing the thickness of soil that thaws on a seasonal basis. However, the modeling capability and precise parameterizations of the physical characteri...

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Published in:Geoscientific Model Development
Main Authors: A. L. Atchley, S. L. Painter, D. R. Harp, E. T. Coon, C. J. Wilson, A. K. Liljedahl, V. E. Romanovsky
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2015
Subjects:
Ice
Online Access:https://doi.org/10.5194/gmd-8-2701-2015
https://doaj.org/article/b595736be8f942e18604ee5422fcfe47
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spelling ftdoajarticles:oai:doaj.org/article:b595736be8f942e18604ee5422fcfe47 2023-05-15T13:03:31+02:00 Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83) A. L. Atchley S. L. Painter D. R. Harp E. T. Coon C. J. Wilson A. K. Liljedahl V. E. Romanovsky 2015-09-01T00:00:00Z https://doi.org/10.5194/gmd-8-2701-2015 https://doaj.org/article/b595736be8f942e18604ee5422fcfe47 EN eng Copernicus Publications http://www.geosci-model-dev.net/8/2701/2015/gmd-8-2701-2015.pdf https://doaj.org/toc/1991-959X https://doaj.org/toc/1991-9603 1991-959X 1991-9603 doi:10.5194/gmd-8-2701-2015 https://doaj.org/article/b595736be8f942e18604ee5422fcfe47 Geoscientific Model Development, Vol 8, Iss 9, Pp 2701-2722 (2015) Geology QE1-996.5 article 2015 ftdoajarticles https://doi.org/10.5194/gmd-8-2701-2015 2022-12-31T02:04:06Z Climate change is profoundly transforming the carbon-rich Arctic tundra landscape, potentially moving it from a carbon sink to a carbon source by increasing the thickness of soil that thaws on a seasonal basis. However, the modeling capability and precise parameterizations of the physical characteristics needed to estimate projected active layer thickness (ALT) are limited in Earth system models (ESMs). In particular, discrepancies in spatial scale between field measurements and Earth system models challenge validation and parameterization of hydrothermal models. A recently developed surface–subsurface model for permafrost thermal hydrology, the Advanced Terrestrial Simulator (ATS), is used in combination with field measurements to achieve the goals of constructing a process-rich model based on plausible parameters and to identify fine-scale controls of ALT in ice-wedge polygon tundra in Barrow, Alaska. An iterative model refinement procedure that cycles between borehole temperature and snow cover measurements and simulations functions to evaluate and parameterize different model processes necessary to simulate freeze–thaw processes and ALT formation. After model refinement and calibration, reasonable matches between simulated and measured soil temperatures are obtained, with the largest errors occurring during early summer above ice wedges (e.g., troughs). The results suggest that properly constructed and calibrated one-dimensional thermal hydrology models have the potential to provide reasonable representation of the subsurface thermal response and can be used to infer model input parameters and process representations. The models for soil thermal conductivity and snow distribution were found to be the most sensitive process representations. However, information on lateral flow and snowpack evolution might be needed to constrain model representations of surface hydrology and snow depth. Article in Journal/Newspaper Active layer thickness Arctic Barrow Climate change Ice permafrost Tundra wedge* Alaska Directory of Open Access Journals: DOAJ Articles Arctic Geoscientific Model Development 8 9 2701 2722
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Geology
QE1-996.5
spellingShingle Geology
QE1-996.5
A. L. Atchley
S. L. Painter
D. R. Harp
E. T. Coon
C. J. Wilson
A. K. Liljedahl
V. E. Romanovsky
Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
topic_facet Geology
QE1-996.5
description Climate change is profoundly transforming the carbon-rich Arctic tundra landscape, potentially moving it from a carbon sink to a carbon source by increasing the thickness of soil that thaws on a seasonal basis. However, the modeling capability and precise parameterizations of the physical characteristics needed to estimate projected active layer thickness (ALT) are limited in Earth system models (ESMs). In particular, discrepancies in spatial scale between field measurements and Earth system models challenge validation and parameterization of hydrothermal models. A recently developed surface–subsurface model for permafrost thermal hydrology, the Advanced Terrestrial Simulator (ATS), is used in combination with field measurements to achieve the goals of constructing a process-rich model based on plausible parameters and to identify fine-scale controls of ALT in ice-wedge polygon tundra in Barrow, Alaska. An iterative model refinement procedure that cycles between borehole temperature and snow cover measurements and simulations functions to evaluate and parameterize different model processes necessary to simulate freeze–thaw processes and ALT formation. After model refinement and calibration, reasonable matches between simulated and measured soil temperatures are obtained, with the largest errors occurring during early summer above ice wedges (e.g., troughs). The results suggest that properly constructed and calibrated one-dimensional thermal hydrology models have the potential to provide reasonable representation of the subsurface thermal response and can be used to infer model input parameters and process representations. The models for soil thermal conductivity and snow distribution were found to be the most sensitive process representations. However, information on lateral flow and snowpack evolution might be needed to constrain model representations of surface hydrology and snow depth.
format Article in Journal/Newspaper
author A. L. Atchley
S. L. Painter
D. R. Harp
E. T. Coon
C. J. Wilson
A. K. Liljedahl
V. E. Romanovsky
author_facet A. L. Atchley
S. L. Painter
D. R. Harp
E. T. Coon
C. J. Wilson
A. K. Liljedahl
V. E. Romanovsky
author_sort A. L. Atchley
title Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
title_short Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
title_full Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
title_fullStr Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
title_full_unstemmed Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0.83)
title_sort using field observations to inform thermal hydrology models of permafrost dynamics with ats (v0.83)
publisher Copernicus Publications
publishDate 2015
url https://doi.org/10.5194/gmd-8-2701-2015
https://doaj.org/article/b595736be8f942e18604ee5422fcfe47
geographic Arctic
geographic_facet Arctic
genre Active layer thickness
Arctic
Barrow
Climate change
Ice
permafrost
Tundra
wedge*
Alaska
genre_facet Active layer thickness
Arctic
Barrow
Climate change
Ice
permafrost
Tundra
wedge*
Alaska
op_source Geoscientific Model Development, Vol 8, Iss 9, Pp 2701-2722 (2015)
op_relation http://www.geosci-model-dev.net/8/2701/2015/gmd-8-2701-2015.pdf
https://doaj.org/toc/1991-959X
https://doaj.org/toc/1991-9603
1991-959X
1991-9603
doi:10.5194/gmd-8-2701-2015
https://doaj.org/article/b595736be8f942e18604ee5422fcfe47
op_doi https://doi.org/10.5194/gmd-8-2701-2015
container_title Geoscientific Model Development
container_volume 8
container_issue 9
container_start_page 2701
op_container_end_page 2722
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