Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology
This dataset is generated in the context of the peer-reviewed study of Zampieri et al., 2023. The users can find a detailed description of the bias correction strategy and information on the scientific value of the dataset in the paper. Please, do not hesitate to contact me to obtain further informa...
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ftzenodo:oai:zenodo.org:8338265 2023-10-09T21:48:27+02:00 Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology Zampieri, Lorenzo 2023-05-24 https://zenodo.org/record/8338265 https://doi.org/10.5281/zenodo.8338265 eng eng doi:10.5281/zenodo.8338264 https://zenodo.org/record/8338265 https://doi.org/10.5281/zenodo.8338265 oai:zenodo.org:8338265 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode Sea ice Arctic Reanalysis Numerical weather predictions Era5 bias correction Machine Learning info:eu-repo/semantics/other dataset 2023 ftzenodo https://doi.org/10.5281/zenodo.833826510.5281/zenodo.8338264 2023-09-19T22:59:39Z This dataset is generated in the context of the peer-reviewed study of Zampieri et al., 2023. The users can find a detailed description of the bias correction strategy and information on the scientific value of the dataset in the paper. Please, do not hesitate to contact me to obtain further information and suggestions on how to employ this dataset for your specific purpose. References: Zampieri, L., Arduini, G., Holland, M., Keeley, S., Mogensen, K., Shupe, M., Tietsche, S. (2023) A machine learning correction model of the winter clear-sky temperature bias over the Arctic sea ice in atmospheric reanalyses. Monthly Weather Review. DOI:10.1175/MWR-D-22-0130.1 Acknowledgments: As part of the Virtual Earth System Research Institute (VESRI), funding for the Multiscale Machine Learning In coupled Earth System Modeling (M2LInES) project was provided to Lorenzo Zampieri by the generosity of Eric and Wendy Schmidt by recommendation of the Schmidt Futures program. Dataset Arctic Sea ice Zenodo Arctic Mogensen ENVELOPE(-85.833,-85.833,-77.567,-77.567) |
institution |
Open Polar |
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Zenodo |
op_collection_id |
ftzenodo |
language |
English |
topic |
Sea ice Arctic Reanalysis Numerical weather predictions Era5 bias correction Machine Learning |
spellingShingle |
Sea ice Arctic Reanalysis Numerical weather predictions Era5 bias correction Machine Learning Zampieri, Lorenzo Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology |
topic_facet |
Sea ice Arctic Reanalysis Numerical weather predictions Era5 bias correction Machine Learning |
description |
This dataset is generated in the context of the peer-reviewed study of Zampieri et al., 2023. The users can find a detailed description of the bias correction strategy and information on the scientific value of the dataset in the paper. Please, do not hesitate to contact me to obtain further information and suggestions on how to employ this dataset for your specific purpose. References: Zampieri, L., Arduini, G., Holland, M., Keeley, S., Mogensen, K., Shupe, M., Tietsche, S. (2023) A machine learning correction model of the winter clear-sky temperature bias over the Arctic sea ice in atmospheric reanalyses. Monthly Weather Review. DOI:10.1175/MWR-D-22-0130.1 Acknowledgments: As part of the Virtual Earth System Research Institute (VESRI), funding for the Multiscale Machine Learning In coupled Earth System Modeling (M2LInES) project was provided to Lorenzo Zampieri by the generosity of Eric and Wendy Schmidt by recommendation of the Schmidt Futures program. |
format |
Dataset |
author |
Zampieri, Lorenzo |
author_facet |
Zampieri, Lorenzo |
author_sort |
Zampieri, Lorenzo |
title |
Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology |
title_short |
Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology |
title_full |
Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology |
title_fullStr |
Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology |
title_full_unstemmed |
Bias corrected era5 skin temperature over the Arctic sea ice – 1981 to 2018 monthly means and climatology |
title_sort |
bias corrected era5 skin temperature over the arctic sea ice – 1981 to 2018 monthly means and climatology |
publishDate |
2023 |
url |
https://zenodo.org/record/8338265 https://doi.org/10.5281/zenodo.8338265 |
long_lat |
ENVELOPE(-85.833,-85.833,-77.567,-77.567) |
geographic |
Arctic Mogensen |
geographic_facet |
Arctic Mogensen |
genre |
Arctic Sea ice |
genre_facet |
Arctic Sea ice |
op_relation |
doi:10.5281/zenodo.8338264 https://zenodo.org/record/8338265 https://doi.org/10.5281/zenodo.8338265 oai:zenodo.org:8338265 |
op_rights |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode |
op_doi |
https://doi.org/10.5281/zenodo.833826510.5281/zenodo.8338264 |
_version_ |
1779311537897340928 |