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Assessment of simulations of a polar low with the Canadian Regional Climate Model

Polar lows (PLs), which are intense maritime polar mesoscale cyclones, are associated with severe weather conditions. Due to their small size and rapid development, PL forecasting remains a challenge. Convection-permitting models are adequate to forecast PLs since, compared to coarser models, they p...

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Autores principales: Moreno-Ibáñez, Marta, Laprise, René, Gachon, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10553340/
https://www.ncbi.nlm.nih.gov/pubmed/37796770
http://dx.doi.org/10.1371/journal.pone.0292250
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author Moreno-Ibáñez, Marta
Laprise, René
Gachon, Philippe
author_facet Moreno-Ibáñez, Marta
Laprise, René
Gachon, Philippe
author_sort Moreno-Ibáñez, Marta
collection PubMed
description Polar lows (PLs), which are intense maritime polar mesoscale cyclones, are associated with severe weather conditions. Due to their small size and rapid development, PL forecasting remains a challenge. Convection-permitting models are adequate to forecast PLs since, compared to coarser models, they provide a better representation of convection as well as surface and near-surface processes. A PL that formed over the Norwegian Sea on 25 March 2019 was simulated using the convection-permitting Canadian Regional Climate Model version 6 (CRCM6/GEM4, using a grid mesh of 2.5 km) driven by the reanalysis ERA5. The objectives of this study were to quantify the impact of the initial conditions on the simulation of the PL, and to assess the skill of the CRCM6/GEM4 at reproducing the PL. The results show that the skill of the CRCM6/GEM4 at reproducing the PL strongly depends on the initial conditions. Although in all simulations the synoptic environment is favourable for PL development, with a strong low-level temperature gradient and an upper-level through, only the low-level atmospheric fields of three of the simulations lead to PL development through baroclinic instability. The two simulations that best captured the PL represent a PL deeper than the observed one, and they show higher temperature mean bias compared to the other simulations, indicating that the ocean surface fluxes may be too strong. In general, ERA5 has more skill than the simulations at reproducing the observed PL, but the CRCM6/GEM4 simulation with initialisation time closer to the genesis time of the PL reproduces quite well small scale features as low-level baroclinic instability during the PL development phase.
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spelling pubmed-105533402023-10-06 Assessment of simulations of a polar low with the Canadian Regional Climate Model Moreno-Ibáñez, Marta Laprise, René Gachon, Philippe PLoS One Research Article Polar lows (PLs), which are intense maritime polar mesoscale cyclones, are associated with severe weather conditions. Due to their small size and rapid development, PL forecasting remains a challenge. Convection-permitting models are adequate to forecast PLs since, compared to coarser models, they provide a better representation of convection as well as surface and near-surface processes. A PL that formed over the Norwegian Sea on 25 March 2019 was simulated using the convection-permitting Canadian Regional Climate Model version 6 (CRCM6/GEM4, using a grid mesh of 2.5 km) driven by the reanalysis ERA5. The objectives of this study were to quantify the impact of the initial conditions on the simulation of the PL, and to assess the skill of the CRCM6/GEM4 at reproducing the PL. The results show that the skill of the CRCM6/GEM4 at reproducing the PL strongly depends on the initial conditions. Although in all simulations the synoptic environment is favourable for PL development, with a strong low-level temperature gradient and an upper-level through, only the low-level atmospheric fields of three of the simulations lead to PL development through baroclinic instability. The two simulations that best captured the PL represent a PL deeper than the observed one, and they show higher temperature mean bias compared to the other simulations, indicating that the ocean surface fluxes may be too strong. In general, ERA5 has more skill than the simulations at reproducing the observed PL, but the CRCM6/GEM4 simulation with initialisation time closer to the genesis time of the PL reproduces quite well small scale features as low-level baroclinic instability during the PL development phase. Public Library of Science 2023-10-05 /pmc/articles/PMC10553340/ /pubmed/37796770 http://dx.doi.org/10.1371/journal.pone.0292250 Text en © 2023 Moreno-Ibáñez et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Moreno-Ibáñez, Marta
Laprise, René
Gachon, Philippe
Assessment of simulations of a polar low with the Canadian Regional Climate Model
title Assessment of simulations of a polar low with the Canadian Regional Climate Model
title_full Assessment of simulations of a polar low with the Canadian Regional Climate Model
title_fullStr Assessment of simulations of a polar low with the Canadian Regional Climate Model
title_full_unstemmed Assessment of simulations of a polar low with the Canadian Regional Climate Model
title_short Assessment of simulations of a polar low with the Canadian Regional Climate Model
title_sort assessment of simulations of a polar low with the canadian regional climate model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10553340/
https://www.ncbi.nlm.nih.gov/pubmed/37796770
http://dx.doi.org/10.1371/journal.pone.0292250
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