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

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...

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Autores principales: Nielsen, Eva Bendix, Katurji, Marwan, Zawar-Reza, Peyman, Meyer, Hanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681983/
https://www.ncbi.nlm.nih.gov/pubmed/38012190
http://dx.doi.org/10.1038/s41597-023-02720-z
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author Nielsen, Eva Bendix
Katurji, Marwan
Zawar-Reza, Peyman
Meyer, Hanna
author_facet Nielsen, Eva Bendix
Katurji, Marwan
Zawar-Reza, Peyman
Meyer, Hanna
author_sort Nielsen, Eva Bendix
collection PubMed
description 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 km(2). 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.
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spelling pubmed-106819832023-11-30 Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature Nielsen, Eva Bendix Katurji, Marwan Zawar-Reza, Peyman Meyer, Hanna Sci Data Data Descriptor 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 km(2). 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. Nature Publishing Group UK 2023-11-27 /pmc/articles/PMC10681983/ /pubmed/38012190 http://dx.doi.org/10.1038/s41597-023-02720-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Nielsen, Eva Bendix
Katurji, Marwan
Zawar-Reza, Peyman
Meyer, Hanna
Antarctic daily mesoscale air temperature dataset derived from MODIS land and ice surface temperature
title 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_short 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
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681983/
https://www.ncbi.nlm.nih.gov/pubmed/38012190
http://dx.doi.org/10.1038/s41597-023-02720-z
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