An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature

The European Center for Medium-Range Weather Forecasts (ECMWF) released its latest reanalysis dataset named ERA5 in 2017. To assess the performance of ERA5 in Antarctica, we compare the near-surface temperature data from ERA5 and ERA-Interim with the measured data from 41 weather stations. ERA5 has...

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Published in:Atmosphere
Main Authors: Jiangping Zhu, Aihong Xie, Xiang Qin, Yetang Wang, Bing Xu, Yicheng Wang
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2021
Subjects:
Online Access:https://doi.org/10.3390/atmos12020217
https://doaj.org/article/d87f31566cbd4ab3bf4b85638bfbb1b1
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spelling ftdoajarticles:oai:doaj.org/article:d87f31566cbd4ab3bf4b85638bfbb1b1 2024-01-07T09:39:57+01:00 An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature Jiangping Zhu Aihong Xie Xiang Qin Yetang Wang Bing Xu Yicheng Wang 2021-02-01T00:00:00Z https://doi.org/10.3390/atmos12020217 https://doaj.org/article/d87f31566cbd4ab3bf4b85638bfbb1b1 EN eng MDPI AG https://www.mdpi.com/2073-4433/12/2/217 https://doaj.org/toc/2073-4433 doi:10.3390/atmos12020217 2073-4433 https://doaj.org/article/d87f31566cbd4ab3bf4b85638bfbb1b1 Atmosphere, Vol 12, Iss 2, p 217 (2021) ERA5 ERA-Interim Antarctica air temperature in situ observations Meteorology. Climatology QC851-999 article 2021 ftdoajarticles https://doi.org/10.3390/atmos12020217 2023-12-10T01:47:41Z The European Center for Medium-Range Weather Forecasts (ECMWF) released its latest reanalysis dataset named ERA5 in 2017. To assess the performance of ERA5 in Antarctica, we compare the near-surface temperature data from ERA5 and ERA-Interim with the measured data from 41 weather stations. ERA5 has a strong linear relationship with monthly observations, and the statistical significant correlation coefficients ( p < 0.05) are higher than 0.95 at all stations selected. The performance of ERA5 shows regional differences, and the correlations are high in West Antarctica and low in East Antarctica. Compared with ERA5, ERA-Interim has a slightly higher linear relationship with observations in the Antarctic Peninsula. ERA5 agrees well with the temperature observations in austral spring, with significant correlation coefficients higher than 0.90 and bias lower than 0.70 °C. The temperature trend from ERA5 is consistent with that from observations, in which a cooling trend dominates East Antarctica and West Antarctica, while a warming trend exists in the Antarctic Peninsula except during austral summer. Generally, ERA5 can effectively represent the temperature changes in Antarctica and its three subregions. Although ERA5 has bias, ERA5 can play an important role as a powerful tool to explore the climate change in Antarctica with sparse in situ observations. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica East Antarctica West Antarctica Directory of Open Access Journals: DOAJ Articles Antarctic Antarctic Peninsula Austral East Antarctica The Antarctic West Antarctica Atmosphere 12 2 217
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic ERA5
ERA-Interim
Antarctica
air temperature
in situ observations
Meteorology. Climatology
QC851-999
spellingShingle ERA5
ERA-Interim
Antarctica
air temperature
in situ observations
Meteorology. Climatology
QC851-999
Jiangping Zhu
Aihong Xie
Xiang Qin
Yetang Wang
Bing Xu
Yicheng Wang
An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature
topic_facet ERA5
ERA-Interim
Antarctica
air temperature
in situ observations
Meteorology. Climatology
QC851-999
description The European Center for Medium-Range Weather Forecasts (ECMWF) released its latest reanalysis dataset named ERA5 in 2017. To assess the performance of ERA5 in Antarctica, we compare the near-surface temperature data from ERA5 and ERA-Interim with the measured data from 41 weather stations. ERA5 has a strong linear relationship with monthly observations, and the statistical significant correlation coefficients ( p < 0.05) are higher than 0.95 at all stations selected. The performance of ERA5 shows regional differences, and the correlations are high in West Antarctica and low in East Antarctica. Compared with ERA5, ERA-Interim has a slightly higher linear relationship with observations in the Antarctic Peninsula. ERA5 agrees well with the temperature observations in austral spring, with significant correlation coefficients higher than 0.90 and bias lower than 0.70 °C. The temperature trend from ERA5 is consistent with that from observations, in which a cooling trend dominates East Antarctica and West Antarctica, while a warming trend exists in the Antarctic Peninsula except during austral summer. Generally, ERA5 can effectively represent the temperature changes in Antarctica and its three subregions. Although ERA5 has bias, ERA5 can play an important role as a powerful tool to explore the climate change in Antarctica with sparse in situ observations.
format Article in Journal/Newspaper
author Jiangping Zhu
Aihong Xie
Xiang Qin
Yetang Wang
Bing Xu
Yicheng Wang
author_facet Jiangping Zhu
Aihong Xie
Xiang Qin
Yetang Wang
Bing Xu
Yicheng Wang
author_sort Jiangping Zhu
title An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature
title_short An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature
title_full An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature
title_fullStr An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature
title_full_unstemmed An Assessment of ERA5 Reanalysis for Antarctic Near-Surface Air Temperature
title_sort assessment of era5 reanalysis for antarctic near-surface air temperature
publisher MDPI AG
publishDate 2021
url https://doi.org/10.3390/atmos12020217
https://doaj.org/article/d87f31566cbd4ab3bf4b85638bfbb1b1
geographic Antarctic
Antarctic Peninsula
Austral
East Antarctica
The Antarctic
West Antarctica
geographic_facet Antarctic
Antarctic Peninsula
Austral
East Antarctica
The Antarctic
West Antarctica
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
East Antarctica
West Antarctica
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
East Antarctica
West Antarctica
op_source Atmosphere, Vol 12, Iss 2, p 217 (2021)
op_relation https://www.mdpi.com/2073-4433/12/2/217
https://doaj.org/toc/2073-4433
doi:10.3390/atmos12020217
2073-4433
https://doaj.org/article/d87f31566cbd4ab3bf4b85638bfbb1b1
op_doi https://doi.org/10.3390/atmos12020217
container_title Atmosphere
container_volume 12
container_issue 2
container_start_page 217
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