Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter

Terrain challenges the prediction of near-surface atmospheric conditions, even in kilometre-scale numerical weather prediction (NWP) models. In this study, the ALADIN-HIRLAM NWP system with 0.5 km horizontal grid spacing and an increased number of vertical levels is compared to the 2.5-km model syst...

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Published in:Tellus A: Dynamic Meteorology and Oceanography
Main Authors: Valkonen, Teresa Maaria, Stoll, Patrick, Batrak, Yurii, Køltzow, Morten Andreas Ødegaard, Schneider, Thea Maria, Stigter, Emmy E., Aashamar, Ola B., Støylen, Eivind, Jonassen, Marius Opsanger
Format: Article in Journal/Newspaper
Language:English
Published: Taylor & Francis 2020
Subjects:
Online Access:https://hdl.handle.net/11250/2753564
https://doi.org/10.1080/16000870.2020.1838181
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spelling ftunivbergen:oai:bora.uib.no:11250/2753564 2023-05-15T14:55:55+02:00 Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter Valkonen, Teresa Maaria Stoll, Patrick Batrak, Yurii Køltzow, Morten Andreas Ødegaard Schneider, Thea Maria Stigter, Emmy E. Aashamar, Ola B. Støylen, Eivind Jonassen, Marius Opsanger 2020 application/pdf https://hdl.handle.net/11250/2753564 https://doi.org/10.1080/16000870.2020.1838181 eng eng Taylor & Francis urn:issn:0280-6495 https://hdl.handle.net/11250/2753564 https://doi.org/10.1080/16000870.2020.1838181 cristin:1881645 Tellus. Series A, Dynamic meteorology and oceanography. 2020, 72 (1), 1838181 Navngivelse-Ikkekommersiell 4.0 Internasjonal http://creativecommons.org/licenses/by-nc/4.0/deed.no Copyright 2020 The Author(s). 1838181 Tellus. Series A, Dynamic meteorology and oceanography 72 1 Journal article Peer reviewed 2020 ftunivbergen https://doi.org/10.1080/16000870.2020.1838181 2023-03-14T17:39:31Z Terrain challenges the prediction of near-surface atmospheric conditions, even in kilometre-scale numerical weather prediction (NWP) models. In this study, the ALADIN-HIRLAM NWP system with 0.5 km horizontal grid spacing and an increased number of vertical levels is compared to the 2.5-km model system similar to the currently operational NWP system at the Norwegian Meteorological Institute. The impact of the increased resolution on the forecasts’ ability to represent boundary-layer processes is investigated for the period from 12 to 16 February 2018 in an Arctic fjord-valley system in the Svalbard archipelago. Model simulations are compared to a wide range of observations conducted during a field campaign. The model configuration with sub-kilometre grid spacing improves both the spatial structure and overall verification scores for the near-surface temperature and wind forecasts compared to the 2.5-km experiment. The sub-kilometre experiment successfully captures the wind channelling through the valley and the temperature field associated with it. In a situation of a cold-air pool development, the sub-kilometre experiment has a particularly high near-surface temperature bias at low elevations. The use of measurement campaign data, however, reveals some encouraging results, e.g. the sub-kilometre system has a more realistic vertical profile of temperature and wind speed, and the surface temperature sensitivity to the net surface energy is closer to the observations. This work demonstrates the potential of sub-kilometre NWP systems for forecasting weather in complex Arctic terrain, and also suggests that the increase in resolution needs to be accompanied with further development of other parts of the model system. publishedVersion Article in Journal/Newspaper Arctic Svalbard University of Bergen: Bergen Open Research Archive (BORA-UiB) Arctic Svalbard Svalbard Archipelago Tellus A: Dynamic Meteorology and Oceanography 72 1 1838181
institution Open Polar
collection University of Bergen: Bergen Open Research Archive (BORA-UiB)
op_collection_id ftunivbergen
language English
description Terrain challenges the prediction of near-surface atmospheric conditions, even in kilometre-scale numerical weather prediction (NWP) models. In this study, the ALADIN-HIRLAM NWP system with 0.5 km horizontal grid spacing and an increased number of vertical levels is compared to the 2.5-km model system similar to the currently operational NWP system at the Norwegian Meteorological Institute. The impact of the increased resolution on the forecasts’ ability to represent boundary-layer processes is investigated for the period from 12 to 16 February 2018 in an Arctic fjord-valley system in the Svalbard archipelago. Model simulations are compared to a wide range of observations conducted during a field campaign. The model configuration with sub-kilometre grid spacing improves both the spatial structure and overall verification scores for the near-surface temperature and wind forecasts compared to the 2.5-km experiment. The sub-kilometre experiment successfully captures the wind channelling through the valley and the temperature field associated with it. In a situation of a cold-air pool development, the sub-kilometre experiment has a particularly high near-surface temperature bias at low elevations. The use of measurement campaign data, however, reveals some encouraging results, e.g. the sub-kilometre system has a more realistic vertical profile of temperature and wind speed, and the surface temperature sensitivity to the net surface energy is closer to the observations. This work demonstrates the potential of sub-kilometre NWP systems for forecasting weather in complex Arctic terrain, and also suggests that the increase in resolution needs to be accompanied with further development of other parts of the model system. publishedVersion
format Article in Journal/Newspaper
author Valkonen, Teresa Maaria
Stoll, Patrick
Batrak, Yurii
Køltzow, Morten Andreas Ødegaard
Schneider, Thea Maria
Stigter, Emmy E.
Aashamar, Ola B.
Støylen, Eivind
Jonassen, Marius Opsanger
spellingShingle Valkonen, Teresa Maaria
Stoll, Patrick
Batrak, Yurii
Køltzow, Morten Andreas Ødegaard
Schneider, Thea Maria
Stigter, Emmy E.
Aashamar, Ola B.
Støylen, Eivind
Jonassen, Marius Opsanger
Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter
author_facet Valkonen, Teresa Maaria
Stoll, Patrick
Batrak, Yurii
Køltzow, Morten Andreas Ødegaard
Schneider, Thea Maria
Stigter, Emmy E.
Aashamar, Ola B.
Støylen, Eivind
Jonassen, Marius Opsanger
author_sort Valkonen, Teresa Maaria
title Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter
title_short Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter
title_full Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter
title_fullStr Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter
title_full_unstemmed Evaluation of a sub-kilometre NWP system in an Arctic fjord-valley system in winter
title_sort evaluation of a sub-kilometre nwp system in an arctic fjord-valley system in winter
publisher Taylor & Francis
publishDate 2020
url https://hdl.handle.net/11250/2753564
https://doi.org/10.1080/16000870.2020.1838181
geographic Arctic
Svalbard
Svalbard Archipelago
geographic_facet Arctic
Svalbard
Svalbard Archipelago
genre Arctic
Svalbard
genre_facet Arctic
Svalbard
op_source 1838181
Tellus. Series A, Dynamic meteorology and oceanography
72
1
op_relation urn:issn:0280-6495
https://hdl.handle.net/11250/2753564
https://doi.org/10.1080/16000870.2020.1838181
cristin:1881645
Tellus. Series A, Dynamic meteorology and oceanography. 2020, 72 (1), 1838181
op_rights Navngivelse-Ikkekommersiell 4.0 Internasjonal
http://creativecommons.org/licenses/by-nc/4.0/deed.no
Copyright 2020 The Author(s).
op_doi https://doi.org/10.1080/16000870.2020.1838181
container_title Tellus A: Dynamic Meteorology and Oceanography
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