Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature

Abstract Knowledge about local air temperature variations and extremes in Antarctica is of large interest to many polar disciplines such as climatology, glaciology, hydrology, and ecology and it is a key variable to understand climate change. Due to the remote and harsh conditions of Antarctica’s en...

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Published in:Scientific Data
Main Authors: Eva Bendix Nielsen, Marwan Katurji, Peyman Zawar-Reza, Hanna Meyer
Format: Article in Journal/Newspaper
Language:English
Published: Nature Portfolio 2023
Subjects:
Q
Online Access:https://doi.org/10.1038/s41597-023-02720-z
https://doaj.org/article/fe6d266c60e44804adb7d6a0feeefe72
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spelling ftdoajarticles:oai:doaj.org/article:fe6d266c60e44804adb7d6a0feeefe72 2024-01-07T09:39:30+01:00 Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature Eva Bendix Nielsen Marwan Katurji Peyman Zawar-Reza Hanna Meyer 2023-11-01T00:00:00Z https://doi.org/10.1038/s41597-023-02720-z https://doaj.org/article/fe6d266c60e44804adb7d6a0feeefe72 EN eng Nature Portfolio https://doi.org/10.1038/s41597-023-02720-z https://doaj.org/toc/2052-4463 doi:10.1038/s41597-023-02720-z 2052-4463 https://doaj.org/article/fe6d266c60e44804adb7d6a0feeefe72 Scientific Data, Vol 10, Iss 1, Pp 1-12 (2023) Science Q article 2023 ftdoajarticles https://doi.org/10.1038/s41597-023-02720-z 2023-12-10T01:48:41Z Abstract Knowledge about local air temperature variations and extremes in Antarctica is of large interest to many polar disciplines such as climatology, glaciology, hydrology, and ecology and it is a key variable to understand climate change. Due to the remote and harsh conditions of Antarctica’s environment, the distribution of air temperature observations from Automatic Weather Stations is notably sparse across the region. Previous studies have shown that satellite-derived land and ice surface temperatures can be used as a suitable proxy for air temperature. Here, we developed a daily near-surface air temperature dataset, AntAir ICE for terrestrial Antarctica and the surrounding ice shelves by modelling air temperature from MODIS skin temperature for the period 2003 to 2021 using a linear model. AntAir ICE has a daily temporal resolution and a gridded spatial resolution of 1 km2. AntAir ICE has a higher accuracy in reproducing in-situ measured air temperature when compared with the well-established climate re-analysis model ERA5 and a higher spatial resolution which highlights its potential for monitoring temperature patterns in Antarctica. Article in Journal/Newspaper Antarc* Antarctic Antarctica Ice Shelves Directory of Open Access Journals: DOAJ Articles Antarctic Scientific Data 10 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Science
Q
spellingShingle Science
Q
Eva Bendix Nielsen
Marwan Katurji
Peyman Zawar-Reza
Hanna Meyer
Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
topic_facet Science
Q
description Abstract Knowledge about local air temperature variations and extremes in Antarctica is of large interest to many polar disciplines such as climatology, glaciology, hydrology, and ecology and it is a key variable to understand climate change. Due to the remote and harsh conditions of Antarctica’s environment, the distribution of air temperature observations from Automatic Weather Stations is notably sparse across the region. Previous studies have shown that satellite-derived land and ice surface temperatures can be used as a suitable proxy for air temperature. Here, we developed a daily near-surface air temperature dataset, AntAir ICE for terrestrial Antarctica and the surrounding ice shelves by modelling air temperature from MODIS skin temperature for the period 2003 to 2021 using a linear model. AntAir ICE has a daily temporal resolution and a gridded spatial resolution of 1 km2. AntAir ICE has a higher accuracy in reproducing in-situ measured air temperature when compared with the well-established climate re-analysis model ERA5 and a higher spatial resolution which highlights its potential for monitoring temperature patterns in Antarctica.
format Article in Journal/Newspaper
author Eva Bendix Nielsen
Marwan Katurji
Peyman Zawar-Reza
Hanna Meyer
author_facet Eva Bendix Nielsen
Marwan Katurji
Peyman Zawar-Reza
Hanna Meyer
author_sort Eva Bendix Nielsen
title Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
title_short Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
title_full Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
title_fullStr Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
title_full_unstemmed Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
title_sort antarctic daily mesoscale air temperature dataset derived from modis land and ice surface temperature
publisher Nature Portfolio
publishDate 2023
url https://doi.org/10.1038/s41597-023-02720-z
https://doaj.org/article/fe6d266c60e44804adb7d6a0feeefe72
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
Antarctica
Ice Shelves
genre_facet Antarc*
Antarctic
Antarctica
Ice Shelves
op_source Scientific Data, Vol 10, Iss 1, Pp 1-12 (2023)
op_relation https://doi.org/10.1038/s41597-023-02720-z
https://doaj.org/toc/2052-4463
doi:10.1038/s41597-023-02720-z
2052-4463
https://doaj.org/article/fe6d266c60e44804adb7d6a0feeefe72
op_doi https://doi.org/10.1038/s41597-023-02720-z
container_title Scientific Data
container_volume 10
container_issue 1
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