Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region

Abstract Surface meteorological parameters and heat fluxes play a crucial role in air–sea (ice) interactions. In this study, the accuracy of surface meteorological parameters and air–sea heat flux data obtained from the Climate Forecast System Reanalysis (CFSR) and the fifth‐generation European Cent...

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Published in:Quarterly Journal of the Royal Meteorological Society
Main Authors: Kong, Bin, Liu, Na, Fan, Long, Lin, Lina, Yang, Lei, Chen, Hongxia, Wang, Yingjie, Zhang, Yuyuan, Xu, Yida
Other Authors: National Program on Global Change and Air-Sea Interaction, National Natural Science Foundation of China, National Key Research and Development Program of China
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2022
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Online Access:http://dx.doi.org/10.1002/qj.4346
https://onlinelibrary.wiley.com/doi/pdf/10.1002/qj.4346
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spelling crwiley:10.1002/qj.4346 2024-06-02T08:01:35+00:00 Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region Kong, Bin Liu, Na Fan, Long Lin, Lina Yang, Lei Chen, Hongxia Wang, Yingjie Zhang, Yuyuan Xu, Yida National Program on Global Change and Air-Sea Interaction National Natural Science Foundation of China National Key Research and Development Program of China 2022 http://dx.doi.org/10.1002/qj.4346 https://onlinelibrary.wiley.com/doi/pdf/10.1002/qj.4346 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/qj.4346 https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/qj.4346 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Quarterly Journal of the Royal Meteorological Society volume 148, issue 747, page 2973-2990 ISSN 0035-9009 1477-870X journal-article 2022 crwiley https://doi.org/10.1002/qj.4346 2024-05-03T11:44:00Z Abstract Surface meteorological parameters and heat fluxes play a crucial role in air–sea (ice) interactions. In this study, the accuracy of surface meteorological parameters and air–sea heat flux data obtained from the Climate Forecast System Reanalysis (CFSR) and the fifth‐generation European Center for Medium‐range Weather Forecasts Reanalysis (ERA5) over the Pacific Arctic Region were evaluated. Data from two buoys and 11 cruises provided by the Chinese Arctic Research Expedition were used in this evaluation. The observational data were independent of the reanalysis products. In open water, the meteorological data from CFSR and ERA5 corresponded reasonably well with the observational data. However, the heat flux data from both CFSR and ERA5 showed poor accuracy, especially for shortwave radiation. Buoy data showed that the Bering Sea has changed from absorbing heat from the atmosphere to releasing heat into the atmosphere in mid‐September. Both CFSR and ERA5 could accurately simulate the timing of this directional shift in the net heat flux over the Bering Sea surface. In general, CFSR overestimated and ERA5 underestimated the net heat flux over the Bering Sea surface. In the ice region, ERA5 overestimated the meteorological parameters. The bias of ERA5 meteorological parameters is less affected by changes in sea ice concentration than that of CFSR. In addition, we found that the parameterization scheme was not the dominant cause of the discrepancies in the turbulent heat flux data from the buoys and reanalysis products. Among the meteorological parameters, for both ERA5 and CFSR versus the buoy, air temperature and specific humidity error were the largest sources of discrepancy for sensible heat flux and latent heat flux respectively. Article in Journal/Newspaper Arctic Bering Sea Pacific Arctic Sea ice Wiley Online Library Arctic Bering Sea Pacific Quarterly Journal of the Royal Meteorological Society 148 747 2973 2990
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Surface meteorological parameters and heat fluxes play a crucial role in air–sea (ice) interactions. In this study, the accuracy of surface meteorological parameters and air–sea heat flux data obtained from the Climate Forecast System Reanalysis (CFSR) and the fifth‐generation European Center for Medium‐range Weather Forecasts Reanalysis (ERA5) over the Pacific Arctic Region were evaluated. Data from two buoys and 11 cruises provided by the Chinese Arctic Research Expedition were used in this evaluation. The observational data were independent of the reanalysis products. In open water, the meteorological data from CFSR and ERA5 corresponded reasonably well with the observational data. However, the heat flux data from both CFSR and ERA5 showed poor accuracy, especially for shortwave radiation. Buoy data showed that the Bering Sea has changed from absorbing heat from the atmosphere to releasing heat into the atmosphere in mid‐September. Both CFSR and ERA5 could accurately simulate the timing of this directional shift in the net heat flux over the Bering Sea surface. In general, CFSR overestimated and ERA5 underestimated the net heat flux over the Bering Sea surface. In the ice region, ERA5 overestimated the meteorological parameters. The bias of ERA5 meteorological parameters is less affected by changes in sea ice concentration than that of CFSR. In addition, we found that the parameterization scheme was not the dominant cause of the discrepancies in the turbulent heat flux data from the buoys and reanalysis products. Among the meteorological parameters, for both ERA5 and CFSR versus the buoy, air temperature and specific humidity error were the largest sources of discrepancy for sensible heat flux and latent heat flux respectively.
author2 National Program on Global Change and Air-Sea Interaction
National Natural Science Foundation of China
National Key Research and Development Program of China
format Article in Journal/Newspaper
author Kong, Bin
Liu, Na
Fan, Long
Lin, Lina
Yang, Lei
Chen, Hongxia
Wang, Yingjie
Zhang, Yuyuan
Xu, Yida
spellingShingle Kong, Bin
Liu, Na
Fan, Long
Lin, Lina
Yang, Lei
Chen, Hongxia
Wang, Yingjie
Zhang, Yuyuan
Xu, Yida
Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region
author_facet Kong, Bin
Liu, Na
Fan, Long
Lin, Lina
Yang, Lei
Chen, Hongxia
Wang, Yingjie
Zhang, Yuyuan
Xu, Yida
author_sort Kong, Bin
title Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region
title_short Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region
title_full Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region
title_fullStr Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region
title_full_unstemmed Evaluation of surface meteorology parameters and heat fluxes from CFSR and ERA5 over the Pacific Arctic Region
title_sort evaluation of surface meteorology parameters and heat fluxes from cfsr and era5 over the pacific arctic region
publisher Wiley
publishDate 2022
url http://dx.doi.org/10.1002/qj.4346
https://onlinelibrary.wiley.com/doi/pdf/10.1002/qj.4346
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/qj.4346
https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/qj.4346
geographic Arctic
Bering Sea
Pacific
geographic_facet Arctic
Bering Sea
Pacific
genre Arctic
Bering Sea
Pacific Arctic
Sea ice
genre_facet Arctic
Bering Sea
Pacific Arctic
Sea ice
op_source Quarterly Journal of the Royal Meteorological Society
volume 148, issue 747, page 2973-2990
ISSN 0035-9009 1477-870X
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/qj.4346
container_title Quarterly Journal of the Royal Meteorological Society
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