Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK

Observed snow stratigraphy and snow stability are of key importance for avalanche forecasting. Such observations are rare and snow cover models can improve the spatial and temporal resolution. To evaluate snow stability, failure initiation and crack propagation have to be considered. Recently, a new...

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Published in:The Cryosphere
Main Authors: B. Richter, J. Schweizer, M. W. Rotach, A. van Herwijnen
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2019
Subjects:
Online Access:https://doi.org/10.5194/tc-13-3353-2019
https://doaj.org/article/f33d9c17a86b4c088f61f6db4d30b447
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spelling ftdoajarticles:oai:doaj.org/article:f33d9c17a86b4c088f61f6db4d30b447 2023-05-15T18:32:26+02:00 Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK B. Richter J. Schweizer M. W. Rotach A. van Herwijnen 2019-12-01T00:00:00Z https://doi.org/10.5194/tc-13-3353-2019 https://doaj.org/article/f33d9c17a86b4c088f61f6db4d30b447 EN eng Copernicus Publications https://www.the-cryosphere.net/13/3353/2019/tc-13-3353-2019.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-13-3353-2019 1994-0416 1994-0424 https://doaj.org/article/f33d9c17a86b4c088f61f6db4d30b447 The Cryosphere, Vol 13, Pp 3353-3366 (2019) Environmental sciences GE1-350 Geology QE1-996.5 article 2019 ftdoajarticles https://doi.org/10.5194/tc-13-3353-2019 2022-12-31T09:28:44Z Observed snow stratigraphy and snow stability are of key importance for avalanche forecasting. Such observations are rare and snow cover models can improve the spatial and temporal resolution. To evaluate snow stability, failure initiation and crack propagation have to be considered. Recently, a new stability criterion relating to crack propagation, namely the critical crack length, was implemented into the snow cover model SNOWPACK. The critical crack length can also be measured in the field with a propagation saw test, which allows for an unambiguous comparison. To validate and improve the parameterization for the critical crack length, we used data from 3 years of field experiments performed close to two automatic weather stations above Davos, Switzerland. We monitored seven distinct weak layers and performed in total 157 propagation saw tests on a weekly basis. Comparing modeled to measured critical crack length showed some discrepancies stemming from model assumption. Hence, we replaced two variables of the original parameterization, namely the weak layer shear modulus and thickness, with a fit factor depending on weak layer density and grain size. With these adjustments, the normalized root-mean-square error between modeled and observed critical crack lengths decreased from 1.80 to 0.28. As the improved parameterization accounts for grain size, values of critical crack lengths for snow layers consisting of small grains, which in general are not weak layers, become larger. In turn, critical weak layers appear more prominently in the vertical profile of critical crack length simulated with SNOWPACK. Hence, minimal values in modeled critical crack length better match observed weak layers. The improved parameterization of critical crack length may be useful for both weak layer detection in simulated snow stratigraphy and also providing more realistic snow stability information – and hence may improve avalanche forecasting. Article in Journal/Newspaper The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 13 12 3353 3366
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
B. Richter
J. Schweizer
M. W. Rotach
A. van Herwijnen
Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Observed snow stratigraphy and snow stability are of key importance for avalanche forecasting. Such observations are rare and snow cover models can improve the spatial and temporal resolution. To evaluate snow stability, failure initiation and crack propagation have to be considered. Recently, a new stability criterion relating to crack propagation, namely the critical crack length, was implemented into the snow cover model SNOWPACK. The critical crack length can also be measured in the field with a propagation saw test, which allows for an unambiguous comparison. To validate and improve the parameterization for the critical crack length, we used data from 3 years of field experiments performed close to two automatic weather stations above Davos, Switzerland. We monitored seven distinct weak layers and performed in total 157 propagation saw tests on a weekly basis. Comparing modeled to measured critical crack length showed some discrepancies stemming from model assumption. Hence, we replaced two variables of the original parameterization, namely the weak layer shear modulus and thickness, with a fit factor depending on weak layer density and grain size. With these adjustments, the normalized root-mean-square error between modeled and observed critical crack lengths decreased from 1.80 to 0.28. As the improved parameterization accounts for grain size, values of critical crack lengths for snow layers consisting of small grains, which in general are not weak layers, become larger. In turn, critical weak layers appear more prominently in the vertical profile of critical crack length simulated with SNOWPACK. Hence, minimal values in modeled critical crack length better match observed weak layers. The improved parameterization of critical crack length may be useful for both weak layer detection in simulated snow stratigraphy and also providing more realistic snow stability information – and hence may improve avalanche forecasting.
format Article in Journal/Newspaper
author B. Richter
J. Schweizer
M. W. Rotach
A. van Herwijnen
author_facet B. Richter
J. Schweizer
M. W. Rotach
A. van Herwijnen
author_sort B. Richter
title Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK
title_short Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK
title_full Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK
title_fullStr Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK
title_full_unstemmed Validating modeled critical crack length for crack propagation in the snow cover model SNOWPACK
title_sort validating modeled critical crack length for crack propagation in the snow cover model snowpack
publisher Copernicus Publications
publishDate 2019
url https://doi.org/10.5194/tc-13-3353-2019
https://doaj.org/article/f33d9c17a86b4c088f61f6db4d30b447
genre The Cryosphere
genre_facet The Cryosphere
op_source The Cryosphere, Vol 13, Pp 3353-3366 (2019)
op_relation https://www.the-cryosphere.net/13/3353/2019/tc-13-3353-2019.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-13-3353-2019
1994-0416
1994-0424
https://doaj.org/article/f33d9c17a86b4c088f61f6db4d30b447
op_doi https://doi.org/10.5194/tc-13-3353-2019
container_title The Cryosphere
container_volume 13
container_issue 12
container_start_page 3353
op_container_end_page 3366
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