Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region

The availability of accurate meteorological data is important for the modeling of atmospheric flows, enabling the understanding of climate change in a given environment over time. Therefore, this study aimed to evaluate the quality of the meteorological data of 2 m temperature (T) and mean sea level...

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Main Authors: Hillebrand , Fernando Luis, Bremer, Ulisses Franz, Arigony Neto, Jorge, Rosa, Cristiano Niederauer da, Mendes Junior, Claudio Wilson, Costi, Juliana, Freitas, Marcos Wellausen Dias de, Schardong, Frederico
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/10183/242050
id ftunivfrgs:oai:www.lume.ufrgs.br:10183/242050
record_format openpolar
spelling ftunivfrgs:oai:www.lume.ufrgs.br:10183/242050 2023-05-15T14:04:08+02:00 Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region Hillebrand , Fernando Luis Bremer, Ulisses Franz Arigony Neto, Jorge Rosa, Cristiano Niederauer da Mendes Junior, Claudio Wilson Costi, Juliana Freitas, Marcos Wellausen Dias de Schardong, Frederico 2021 application/pdf http://hdl.handle.net/10183/242050 eng eng Annals of the association of american geographers. Vol. 111, n. 4 (2021), 13 p. 0004-5608 http://hdl.handle.net/10183/242050 001124896 Restricted Access Temperatura do ar Mudanças climáticas : Antártica Pressao atmosferica Análise estatística Weather stations Artigo de periódico Estrangeiro 2021 ftunivfrgs 2022-07-09T23:15:11Z The availability of accurate meteorological data is important for the modeling of atmospheric flows, enabling the understanding of climate change in a given environment over time. Therefore, this study aimed to evaluate the quality of the meteorological data of 2 m temperature (T) and mean sea level pressure (MSLP), obtained through the atmospheric reanalysis models ERA5 and ERA-Interim (ERA-i) in the northern region of the Antarctic Peninsula, covering the period from 1979 to 2018. To carry out the statistical process, local observations from nine weather stations installed in the study region were used, with data available from the Scientific Committee on Antarctic Research. Statistical analysis evaluated Pearson’s linear correlation coefficient (R), standard deviation (r), normalized bias, normalized mean absolute error, and normalized root mean square error. Regarding the difference in T between weather stations and reanalysis models, we found a better result for ERA5 (DT ¼ 0.34 C) compared to ERA-i (DT ¼ 0.37 C); however, for the difference in MSLP the ERA-i (DMSLP ¼ 0.04 hPa) presented a better response in relation to ERA5 (DMSLP ¼ 0.24 hPa). When verifying the local meteorological observations trend, an increase of T in 0.31 C decade 1 (Esperanza station) and a reduction of MSLP between 0.56 (Bellingshausen station) and 0.80 hPa decade 1 (Jubany station) were recorded. Key Words: air temperature, Antarctic, atmospheric pressure, weather stations. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antártica Scientific Committee on Antarctic Research Universidade Federal do Rio Grande do Sul (UFRGS): Lume Antarctic Antarctic Peninsula Bellingshausen Station ENVELOPE(-58.950,-58.950,-62.183,-62.183) Esperanza ENVELOPE(-56.983,-56.983,-63.400,-63.400) Esperanza Station ENVELOPE(-56.996,-56.996,-63.395,-63.395) The Antarctic
institution Open Polar
collection Universidade Federal do Rio Grande do Sul (UFRGS): Lume
op_collection_id ftunivfrgs
language English
topic Temperatura do ar
Mudanças climáticas : Antártica
Pressao atmosferica
Análise estatística
Weather stations
spellingShingle Temperatura do ar
Mudanças climáticas : Antártica
Pressao atmosferica
Análise estatística
Weather stations
Hillebrand , Fernando Luis
Bremer, Ulisses Franz
Arigony Neto, Jorge
Rosa, Cristiano Niederauer da
Mendes Junior, Claudio Wilson
Costi, Juliana
Freitas, Marcos Wellausen Dias de
Schardong, Frederico
Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region
topic_facet Temperatura do ar
Mudanças climáticas : Antártica
Pressao atmosferica
Análise estatística
Weather stations
description The availability of accurate meteorological data is important for the modeling of atmospheric flows, enabling the understanding of climate change in a given environment over time. Therefore, this study aimed to evaluate the quality of the meteorological data of 2 m temperature (T) and mean sea level pressure (MSLP), obtained through the atmospheric reanalysis models ERA5 and ERA-Interim (ERA-i) in the northern region of the Antarctic Peninsula, covering the period from 1979 to 2018. To carry out the statistical process, local observations from nine weather stations installed in the study region were used, with data available from the Scientific Committee on Antarctic Research. Statistical analysis evaluated Pearson’s linear correlation coefficient (R), standard deviation (r), normalized bias, normalized mean absolute error, and normalized root mean square error. Regarding the difference in T between weather stations and reanalysis models, we found a better result for ERA5 (DT ¼ 0.34 C) compared to ERA-i (DT ¼ 0.37 C); however, for the difference in MSLP the ERA-i (DMSLP ¼ 0.04 hPa) presented a better response in relation to ERA5 (DMSLP ¼ 0.24 hPa). When verifying the local meteorological observations trend, an increase of T in 0.31 C decade 1 (Esperanza station) and a reduction of MSLP between 0.56 (Bellingshausen station) and 0.80 hPa decade 1 (Jubany station) were recorded. Key Words: air temperature, Antarctic, atmospheric pressure, weather stations.
format Article in Journal/Newspaper
author Hillebrand , Fernando Luis
Bremer, Ulisses Franz
Arigony Neto, Jorge
Rosa, Cristiano Niederauer da
Mendes Junior, Claudio Wilson
Costi, Juliana
Freitas, Marcos Wellausen Dias de
Schardong, Frederico
author_facet Hillebrand , Fernando Luis
Bremer, Ulisses Franz
Arigony Neto, Jorge
Rosa, Cristiano Niederauer da
Mendes Junior, Claudio Wilson
Costi, Juliana
Freitas, Marcos Wellausen Dias de
Schardong, Frederico
author_sort Hillebrand , Fernando Luis
title Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region
title_short Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region
title_full Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region
title_fullStr Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region
title_full_unstemmed Comparison between Atmospheric Reanalysis Models ERA5 and ERA-Interim at the North Antarctic Peninsula Region
title_sort comparison between atmospheric reanalysis models era5 and era-interim at the north antarctic peninsula region
publishDate 2021
url http://hdl.handle.net/10183/242050
long_lat ENVELOPE(-58.950,-58.950,-62.183,-62.183)
ENVELOPE(-56.983,-56.983,-63.400,-63.400)
ENVELOPE(-56.996,-56.996,-63.395,-63.395)
geographic Antarctic
Antarctic Peninsula
Bellingshausen Station
Esperanza
Esperanza Station
The Antarctic
geographic_facet Antarctic
Antarctic Peninsula
Bellingshausen Station
Esperanza
Esperanza Station
The Antarctic
genre Antarc*
Antarctic
Antarctic Peninsula
Antártica
Scientific Committee on Antarctic Research
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antártica
Scientific Committee on Antarctic Research
op_relation Annals of the association of american geographers. Vol. 111, n. 4 (2021), 13 p.
0004-5608
http://hdl.handle.net/10183/242050
001124896
op_rights Restricted Access
_version_ 1766275137006469120