High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections

We introduce Version 2 of our widely used 1-km Köppen-Geiger climate classification maps for historical and future climate conditions. The historical maps (encompassing 1901–1930, 1931–1960, 1961–1990, and 1991–2020) are based on high-resolution, observation-based climatologies, while the future map...

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Published in:Scientific Data
Main Authors: Beck, Hylke E., McVicar, Tim R., Vergopolan, Noemi, Berg, Alexis, Lutsko, Nicholas J., Dufour, Ambroise, Zeng, Zhenzhong, Jiang, Xin, van Dijk, Albert I. J. M., Miralles, Diego G.
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Language:English
Published: Nature Publishing Group UK 2023
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593765/
http://www.ncbi.nlm.nih.gov/pubmed/37872197
https://doi.org/10.1038/s41597-023-02549-6
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spelling ftpubmed:oai:pubmedcentral.nih.gov:10593765 2023-11-12T04:08:42+01:00 High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections Beck, Hylke E. McVicar, Tim R. Vergopolan, Noemi Berg, Alexis Lutsko, Nicholas J. Dufour, Ambroise Zeng, Zhenzhong Jiang, Xin van Dijk, Albert I. J. M. Miralles, Diego G. 2023-10-23 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593765/ http://www.ncbi.nlm.nih.gov/pubmed/37872197 https://doi.org/10.1038/s41597-023-02549-6 en eng Nature Publishing Group UK http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593765/ http://www.ncbi.nlm.nih.gov/pubmed/37872197 http://dx.doi.org/10.1038/s41597-023-02549-6 © Springer Nature Limited 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/) . Sci Data Data Descriptor Text 2023 ftpubmed https://doi.org/10.1038/s41597-023-02549-6 2023-10-29T00:51:08Z We introduce Version 2 of our widely used 1-km Köppen-Geiger climate classification maps for historical and future climate conditions. The historical maps (encompassing 1901–1930, 1931–1960, 1961–1990, and 1991–2020) are based on high-resolution, observation-based climatologies, while the future maps (encompassing 2041–2070 and 2071–2099) are based on downscaled and bias-corrected climate projections for seven shared socio-economic pathways (SSPs). We evaluated 67 climate models from the Coupled Model Intercomparison Project phase 6 (CMIP6) and kept a subset of 42 with the most plausible CO(2)-induced warming rates. We estimate that from 1901–1930 to 1991–2020, approximately 5% of the global land surface (excluding Antarctica) transitioned to a different major Köppen-Geiger class. Furthermore, we project that from 1991–2020 to 2071–2099, 5% of the land surface will transition to a different major class under the low-emissions SSP1-2.6 scenario, 8% under the middle-of-the-road SSP2-4.5 scenario, and 13% under the high-emissions SSP5-8.5 scenario. The Köppen-Geiger maps, along with associated confidence estimates, underlying monthly air temperature and precipitation data, and sensitivity metrics for the CMIP6 models, can be accessed at www.gloh2o.org/koppen. Text Antarc* Antarctica PubMed Central (PMC) Scientific Data 10 1
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Data Descriptor
spellingShingle Data Descriptor
Beck, Hylke E.
McVicar, Tim R.
Vergopolan, Noemi
Berg, Alexis
Lutsko, Nicholas J.
Dufour, Ambroise
Zeng, Zhenzhong
Jiang, Xin
van Dijk, Albert I. J. M.
Miralles, Diego G.
High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
topic_facet Data Descriptor
description We introduce Version 2 of our widely used 1-km Köppen-Geiger climate classification maps for historical and future climate conditions. The historical maps (encompassing 1901–1930, 1931–1960, 1961–1990, and 1991–2020) are based on high-resolution, observation-based climatologies, while the future maps (encompassing 2041–2070 and 2071–2099) are based on downscaled and bias-corrected climate projections for seven shared socio-economic pathways (SSPs). We evaluated 67 climate models from the Coupled Model Intercomparison Project phase 6 (CMIP6) and kept a subset of 42 with the most plausible CO(2)-induced warming rates. We estimate that from 1901–1930 to 1991–2020, approximately 5% of the global land surface (excluding Antarctica) transitioned to a different major Köppen-Geiger class. Furthermore, we project that from 1991–2020 to 2071–2099, 5% of the land surface will transition to a different major class under the low-emissions SSP1-2.6 scenario, 8% under the middle-of-the-road SSP2-4.5 scenario, and 13% under the high-emissions SSP5-8.5 scenario. The Köppen-Geiger maps, along with associated confidence estimates, underlying monthly air temperature and precipitation data, and sensitivity metrics for the CMIP6 models, can be accessed at www.gloh2o.org/koppen.
format Text
author Beck, Hylke E.
McVicar, Tim R.
Vergopolan, Noemi
Berg, Alexis
Lutsko, Nicholas J.
Dufour, Ambroise
Zeng, Zhenzhong
Jiang, Xin
van Dijk, Albert I. J. M.
Miralles, Diego G.
author_facet Beck, Hylke E.
McVicar, Tim R.
Vergopolan, Noemi
Berg, Alexis
Lutsko, Nicholas J.
Dufour, Ambroise
Zeng, Zhenzhong
Jiang, Xin
van Dijk, Albert I. J. M.
Miralles, Diego G.
author_sort Beck, Hylke E.
title High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
title_short High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
title_full High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
title_fullStr High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
title_full_unstemmed High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
title_sort high-resolution (1 km) köppen-geiger maps for 1901–2099 based on constrained cmip6 projections
publisher Nature Publishing Group UK
publishDate 2023
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593765/
http://www.ncbi.nlm.nih.gov/pubmed/37872197
https://doi.org/10.1038/s41597-023-02549-6
genre Antarc*
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genre_facet Antarc*
Antarctica
op_source Sci Data
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593765/
http://www.ncbi.nlm.nih.gov/pubmed/37872197
http://dx.doi.org/10.1038/s41597-023-02549-6
op_rights © Springer Nature Limited 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/) .
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