Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis

The effects of soil property uncertainties on permafrost thaw projections are studied using a three-phase subsurface thermal hydrology model and calibration-constrained uncertainty analysis. The null-space Monte Carlo method is used to identify soil hydrothermal parameter combinations that are consi...

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Published in:The Cryosphere
Main Authors: D. R. Harp, A. L. Atchley, S. L. Painter, E. T. Coon, C. J. Wilson, V. E. Romanovsky, J. C. Rowland
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2016
Subjects:
Online Access:https://doi.org/10.5194/tc-10-341-2016
https://doaj.org/article/c28c42b7b02d4480b2e20beba2716c06
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spelling ftdoajarticles:oai:doaj.org/article:c28c42b7b02d4480b2e20beba2716c06 2023-05-15T13:03:23+02:00 Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis D. R. Harp A. L. Atchley S. L. Painter E. T. Coon C. J. Wilson V. E. Romanovsky J. C. Rowland 2016-02-01T00:00:00Z https://doi.org/10.5194/tc-10-341-2016 https://doaj.org/article/c28c42b7b02d4480b2e20beba2716c06 EN eng Copernicus Publications http://www.the-cryosphere.net/10/341/2016/tc-10-341-2016.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-10-341-2016 https://doaj.org/article/c28c42b7b02d4480b2e20beba2716c06 The Cryosphere, Vol 10, Iss 1, Pp 341-358 (2016) Environmental sciences GE1-350 Geology QE1-996.5 article 2016 ftdoajarticles https://doi.org/10.5194/tc-10-341-2016 2022-12-31T02:12:18Z The effects of soil property uncertainties on permafrost thaw projections are studied using a three-phase subsurface thermal hydrology model and calibration-constrained uncertainty analysis. The null-space Monte Carlo method is used to identify soil hydrothermal parameter combinations that are consistent with borehole temperature measurements at the study site, the Barrow Environmental Observatory. Each parameter combination is then used in a forward projection of permafrost conditions for the 21st century (from calendar year 2006 to 2100) using atmospheric forcings from the Community Earth System Model (CESM) in the Representative Concentration Pathway (RCP) 8.5 greenhouse gas concentration trajectory. A 100-year projection allows for the evaluation of predictive uncertainty (due to soil property (parametric) uncertainty) and the inter-annual climate variability due to year to year differences in CESM climate forcings. After calibrating to measured borehole temperature data at this well-characterized site, soil property uncertainties are still significant and result in significant predictive uncertainties in projected active layer thickness and annual thaw depth-duration even with a specified future climate. Inter-annual climate variability in projected soil moisture content and Stefan number are small. A volume- and time-integrated Stefan number decreases significantly, indicating a shift in subsurface energy utilization in the future climate (latent heat of phase change becomes more important than heat conduction). Out of 10 soil parameters, ALT, annual thaw depth-duration, and Stefan number are highly dependent on mineral soil porosity, while annual mean liquid saturation of the active layer is highly dependent on the mineral soil residual saturation and moderately dependent on peat residual saturation. By comparing the ensemble statistics to the spread of projected permafrost metrics using different climate models, we quantify the relative magnitude of soil property uncertainty to another source of ... Article in Journal/Newspaper Active layer thickness permafrost The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 10 1 341 358
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
D. R. Harp
A. L. Atchley
S. L. Painter
E. T. Coon
C. J. Wilson
V. E. Romanovsky
J. C. Rowland
Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description The effects of soil property uncertainties on permafrost thaw projections are studied using a three-phase subsurface thermal hydrology model and calibration-constrained uncertainty analysis. The null-space Monte Carlo method is used to identify soil hydrothermal parameter combinations that are consistent with borehole temperature measurements at the study site, the Barrow Environmental Observatory. Each parameter combination is then used in a forward projection of permafrost conditions for the 21st century (from calendar year 2006 to 2100) using atmospheric forcings from the Community Earth System Model (CESM) in the Representative Concentration Pathway (RCP) 8.5 greenhouse gas concentration trajectory. A 100-year projection allows for the evaluation of predictive uncertainty (due to soil property (parametric) uncertainty) and the inter-annual climate variability due to year to year differences in CESM climate forcings. After calibrating to measured borehole temperature data at this well-characterized site, soil property uncertainties are still significant and result in significant predictive uncertainties in projected active layer thickness and annual thaw depth-duration even with a specified future climate. Inter-annual climate variability in projected soil moisture content and Stefan number are small. A volume- and time-integrated Stefan number decreases significantly, indicating a shift in subsurface energy utilization in the future climate (latent heat of phase change becomes more important than heat conduction). Out of 10 soil parameters, ALT, annual thaw depth-duration, and Stefan number are highly dependent on mineral soil porosity, while annual mean liquid saturation of the active layer is highly dependent on the mineral soil residual saturation and moderately dependent on peat residual saturation. By comparing the ensemble statistics to the spread of projected permafrost metrics using different climate models, we quantify the relative magnitude of soil property uncertainty to another source of ...
format Article in Journal/Newspaper
author D. R. Harp
A. L. Atchley
S. L. Painter
E. T. Coon
C. J. Wilson
V. E. Romanovsky
J. C. Rowland
author_facet D. R. Harp
A. L. Atchley
S. L. Painter
E. T. Coon
C. J. Wilson
V. E. Romanovsky
J. C. Rowland
author_sort D. R. Harp
title Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
title_short Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
title_full Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
title_fullStr Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
title_full_unstemmed Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
title_sort effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis
publisher Copernicus Publications
publishDate 2016
url https://doi.org/10.5194/tc-10-341-2016
https://doaj.org/article/c28c42b7b02d4480b2e20beba2716c06
genre Active layer thickness
permafrost
The Cryosphere
genre_facet Active layer thickness
permafrost
The Cryosphere
op_source The Cryosphere, Vol 10, Iss 1, Pp 341-358 (2016)
op_relation http://www.the-cryosphere.net/10/341/2016/tc-10-341-2016.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-10-341-2016
https://doaj.org/article/c28c42b7b02d4480b2e20beba2716c06
op_doi https://doi.org/10.5194/tc-10-341-2016
container_title The Cryosphere
container_volume 10
container_issue 1
container_start_page 341
op_container_end_page 358
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