On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland

Reliable and detailed snow data are limited in the Arctic. We aim at overcoming this issue by addressing two questions: (1) Can the reanalysis ERA5 replace limited in situ measurements in high latitudes to drive snow models? (2) Can the Alpine model Crocus simulate reliably Arctic snow depth and str...

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Main Authors: Krampe, Daniela, Kauker, Frank, Dumont, Marie, Herber, Andreas
Format: Text
Language:English
Published: 2021
Subjects:
Online Access:https://doi.org/10.5194/tc-2021-100
https://tc.copernicus.org/preprints/tc-2021-100/
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spelling ftcopernicus:oai:publications.copernicus.org:tcd93704 2023-05-15T14:51:06+02:00 On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland Krampe, Daniela Kauker, Frank Dumont, Marie Herber, Andreas 2021-04-07 application/pdf https://doi.org/10.5194/tc-2021-100 https://tc.copernicus.org/preprints/tc-2021-100/ eng eng doi:10.5194/tc-2021-100 https://tc.copernicus.org/preprints/tc-2021-100/ eISSN: 1994-0424 Text 2021 ftcopernicus https://doi.org/10.5194/tc-2021-100 2021-04-12T16:22:14Z Reliable and detailed snow data are limited in the Arctic. We aim at overcoming this issue by addressing two questions: (1) Can the reanalysis ERA5 replace limited in situ measurements in high latitudes to drive snow models? (2) Can the Alpine model Crocus simulate reliably Arctic snow depth and stratigraphy? We compare atmospheric in situ measurements and ERA5 reanalysis and evaluate simulated and measured snow depth, density and specific surface area (SSA) in northeast Greenland (October 2014–October 2018). To account for differences between Alpine and Arctic region, we introduce a new parametrisation for the density of new snow. Our results show a good agreement between in situ and ERA5 atmospheric variables except for precipitation, wind speed and direction. ERA5’s resolution is too coarse to resolve the topography in the study area adequately, leading presumably to the detected biases. Nevertheless, measured snow depth agrees better with ERA5 forced simulations than forced with in situ measurements. Crocus can simulate satisfactory the evolution of snow depth, but simulations of SSA and density profiles for both forcings are biased compared to field measurements. Adjusting the new snow density parametrisation leads to improvements in the simulated snow stratigraphy. In conclusion, ERA5 can be used instead of in situ measurements to force snow models but the use of Crocus in the Arctic is affected by limitations likely due to the missing vertical water vapour transport and snow redistribution during strong winds. These limitations strongly affect the accuracy of the vertical profiles of physical snow properties. Text Arctic Greenland Copernicus Publications: E-Journals Arctic Greenland
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description Reliable and detailed snow data are limited in the Arctic. We aim at overcoming this issue by addressing two questions: (1) Can the reanalysis ERA5 replace limited in situ measurements in high latitudes to drive snow models? (2) Can the Alpine model Crocus simulate reliably Arctic snow depth and stratigraphy? We compare atmospheric in situ measurements and ERA5 reanalysis and evaluate simulated and measured snow depth, density and specific surface area (SSA) in northeast Greenland (October 2014–October 2018). To account for differences between Alpine and Arctic region, we introduce a new parametrisation for the density of new snow. Our results show a good agreement between in situ and ERA5 atmospheric variables except for precipitation, wind speed and direction. ERA5’s resolution is too coarse to resolve the topography in the study area adequately, leading presumably to the detected biases. Nevertheless, measured snow depth agrees better with ERA5 forced simulations than forced with in situ measurements. Crocus can simulate satisfactory the evolution of snow depth, but simulations of SSA and density profiles for both forcings are biased compared to field measurements. Adjusting the new snow density parametrisation leads to improvements in the simulated snow stratigraphy. In conclusion, ERA5 can be used instead of in situ measurements to force snow models but the use of Crocus in the Arctic is affected by limitations likely due to the missing vertical water vapour transport and snow redistribution during strong winds. These limitations strongly affect the accuracy of the vertical profiles of physical snow properties.
format Text
author Krampe, Daniela
Kauker, Frank
Dumont, Marie
Herber, Andreas
spellingShingle Krampe, Daniela
Kauker, Frank
Dumont, Marie
Herber, Andreas
On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland
author_facet Krampe, Daniela
Kauker, Frank
Dumont, Marie
Herber, Andreas
author_sort Krampe, Daniela
title On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland
title_short On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland
title_full On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland
title_fullStr On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland
title_full_unstemmed On the performance of the snow model Crocus driven by in situ and reanalysis data at Villum Research Station in northeast Greenland
title_sort on the performance of the snow model crocus driven by in situ and reanalysis data at villum research station in northeast greenland
publishDate 2021
url https://doi.org/10.5194/tc-2021-100
https://tc.copernicus.org/preprints/tc-2021-100/
geographic Arctic
Greenland
geographic_facet Arctic
Greenland
genre Arctic
Greenland
genre_facet Arctic
Greenland
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-2021-100
https://tc.copernicus.org/preprints/tc-2021-100/
op_doi https://doi.org/10.5194/tc-2021-100
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