bb671075bd194b3bbaa496d90f5310e1 English 8-bit variable size UCS Transfer Format, based on ISO/IEC 10646 42b3dd3c88a04195b0ecaa3827dd7560 dataset NERC EDS Centre for Environmental Data Analysis 01235446432 RAL Space STFC Rutherford Appleton Laboratory, Harwell Campus Didcot OX11 0QX United Kingdom support@ceda.ac.uk pointOfContact 2026-04-11T02:39:19 UK GEMINI 2.3 WGS 84 Atlas of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure Atlas.17 (v20221104) 2023-06-19T16:10:16 publication 2023-06-19T16:10:16 creation https://catalogue.ceda.ac.uk/uuid/bb671075bd194b3bbaa496d90f5310e1 bb671075bd194b3bbaa496d90f5310e1 NERC EDS Centre for Environmental Data Analysis Data for Figure Atlas.17 from Atlas of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6). Figure Atlas.17 shows changes in annual mean surface air temperature and precipitation from reference regions in Asia for different lines of evidence (CMIP5, CORDEX and CMIP6). --------------------------------------------------- How to cite this dataset --------------------------------------------------- When citing this dataset, please include both the data citation below (under 'Citable as') and the following citations: For the report component from which the figure originates: Gutiérrez, J.M., R.G. Jones, G.T. Narisma, L.M. Alves, M. Amjad, I.V. Gorodetskaya, M. Grose, N.A.B. Klutse, S. Krakovska, J. Li, D. Martínez-Castro, L.O. Mearns, S.H. Mernild, T. Ngo-Duc, B. van den Hurk, and J.-H. Yoon, 2021: Atlas. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 1927–2058, doi:10.1017/9781009157896.021 Iturbide, M. et al., 2021: Repository supporting the implementation of FAIR principles in the IPCC-WG1 Interactive Atlas. Zenodo. Retrieved from: http://doi.org/10.5281/zenodo.5171760 --------------------------------------------------- Figure subpanels --------------------------------------------------- The figure has thirty-one panels, with data provided for all panels in the master GitHub repository linked in the documentation. --------------------------------------------------- List of data provided --------------------------------------------------- This dataset contains global monthly precipitation and near surface temperature aggregated by reference region for model output datasets: - CMIP5, CMIP6 (1850-2100) - CORDEX (1970-2100) These are presented separately for land, sea, and land-sea gridboxes (a single run per model). Regional averages are weighted by the cosine of latitude in all cases. An observation-based product (1979-2016) is also provided in the same format for reference: W5E5 (Lange, 2019). --------------------------------------------------- Data provided in relation to figure --------------------------------------------------- All datasets of monthly precipitation and near surface temperature aggregated by region for CMIP5, CMIP6 and CORDEX models are provided in the labelled directories and regions over Asia are used for the production of this figure. CMIP5 is the fifth phase of the Coupled Model Intercomparison Project. CMIP6 is the sixth phase of the Coupled Model Intercomparison Project. CORDEX is The Coordinated Regional Downscaling Experiment from the WCRP. SSP1-2.6 is based on SSP1 with low climate change mitigation and adaptation challenges and RCP2.6, a future pathway with a radiative forcing of 2.6 W/m2 in the year 2100. SSP2-4.5 is based on SSP2 with medium challenges to climate change mitigation and adaptation and RCP4.5, a future pathway with a radiative forcing of 4.5 W/m2 in the year 2100. SSP5-8.5 is based on SSP5 where climate change mitigation challenges dominate and RCP8.5, a future pathway with a radiative forcing of 8.5 W/m2 in the year 2100. RCP2.6 is the Representative Concentration Pathway for 2.6 Wm-2 global warming by 2100. RCP4.5 is the Representative Concentration Pathway for 4.5 Wm-2 global warming by 2100. RCP8.5 is the Representative Concentration Pathway for 8.5 Wm-2 global warming by 2100. GWL stands for global warming levels. JJA and DJF stand for June, July, August and December, January, February respectively. WAS is the CORDEX region for South Asia. EAS is the CORDEX region for East Asia. SEA is the CORDEX region for South East Asia. --------------------------------------------------- Notes on reproducing the figure from the provided data --------------------------------------------------- Data and figures are produced by the Jupyter Notebooks that live inside the notebooks directory. To reproduce each panel in this figure using the 'regional-scatter-plots_R.ipynb' notebook, in regions: select each of the regions over Asia in the top panel of the figure, area: 'land', cordex.domain: 'WAS', 'EAS' or 'SEA' depending on panel and scatter.seasons: list of months by number e.g. JJA: list(c(12, 1, 2), 6:8). The notebooks describe step by step the basic process followed to generate some key figures of the AR6 WGI Atlas and some products underpinning the Interactive Atlas, such as reference regions, global warming levels, aggregated datasets. They include comments and hints to extend the analysis, thus promoting reusability of the results. These notebooks are provided as guidance for practitioners, more user friendly than the code provided as scripts in the reproducibility folder. Some of the notebooks require access to large data volumes out of this repository. To speed up the execution of the notebook, in addition to the full code to access the data, a data loading shortcut is provided, by storing intermediate results in the auxiliary-material folder in this repository. To test other parameter settings, the full data access instructions should be followed, which can take long waiting times. --------------------------------------------------- Sources of additional information --------------------------------------------------- The following weblinks are provided in the Related Documents section of this catalogue record: - Link to the figure on the IPCC AR6 website - Link to the report component containing the figure (Atlas) - Link to the Supplementary Material for Atlas, which contains details on the input data used in Table Atlas.SM.15. - Link to the code for the figure, archived on Zenodo. - Link to the necessary notebooks for reproducing the figure from GitHub. Iturbide, Maialen Unavailable author Unavailable author Gutiérrez, José Manuel Unavailable author Unavailable author Bedia, Joaquín Unavailable author Unavailable author Cimadevilla, Ezequiel Unavailable author Unavailable author Díez-Sierra, Javier Unavailable author Unavailable author Manzanas, Rodrigo Unavailable author Unavailable author Casanueva, Ana Unavailable author Unavailable author Baño-Medina, Jorge Unavailable author Unavailable author Milovac, Josipa Unavailable author Unavailable author Milovac, Sixto Unavailable author Unavailable author Cofiño, Antonio S. Unavailable author Unavailable author San Martín, Daniel Unavailable author Unavailable author García-Díez, Markel Unavailable author Unavailable author Hauser, Mathias Unavailable author Unavailable author Huard, David Unavailable author Unavailable author Yelekci, Özge Unavailable author Unavailable author Fernández, Jesús Unavailable author Unavailable author NERC EDS Centre for Environmental Data Analysis custodian 01235446432 RAL Space STFC Rutherford Appleton Laboratory, Harwell Campus Didcot OX11 0QX United Kingdom support@ceda.ac.uk custodian NERC EDS Centre for Environmental Data Analysis distributor 01235446432 RAL Space STFC Rutherford Appleton Laboratory, Harwell Campus Didcot OX11 0QX United Kingdom support@ceda.ac.uk distributor NERC EDS Centre for Environmental Data Analysis point_of_contact 01235446432 RAL Space STFC Rutherford Appleton Laboratory, Harwell Campus Didcot OX11 0QX United Kingdom support@ceda.ac.uk pointofContact NERC EDS Centre for Environmental Data Analysis publisher 01235446432 RAL Space STFC Rutherford Appleton Laboratory, Harwell Campus Didcot OX11 0QX United Kingdom support@ceda.ac.uk publisher unknown dataset IPCC WG1 WGI Atlas AR6 CMIP5 CMIP6 CORDEX precipitation temperature regionally aggregated results Asia IPCC-DDC Sixth Assessment Report Working Group 1 Physical Science Basis atmospheric conditions theme GEMET - INSPIRE themes, version 1.0 2008-06-01 publication otherRestrictions Public data: access to these data is available to both registered and non-registered users. otherRestrictions Under the following licence http://creativecommons.org/licenses/by/4.0/, appropriate use of these data may fall under any use. This message is intended as guidance, always read the full licence. When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record. grid English climatologyMeteorologyAtmosphere 33.0 180.0 -10.0 65.0 1850-01-01T12:00:00 2099-12-31T12:00:00 notebook NERC EDS Centre for Environmental Data Analysis Data Center Contact 01235446432 RAL Space STFC Rutherford Appleton Laboratory, Harwell Campus Didcot OX11 0QX United Kingdom support@ceda.ac.uk distributor https://catalogue.ceda.ac.uk/uuid/bb671075bd194b3bbaa496d90f5310e1 CEDA Data Catalogue Page Detail and access information for the resource information https://github.com/IPCC-WG1/Atlas/blob/main/notebooks/regional-scatter-plots_Figure-Atlas-17_R.ipynb DOWNLOAD Download Data download https://www.ipcc.ch/report/ar6/wg1/figures/atlas/figure-atlas-17/ LINK TO FIGURE No further details. information https://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_Atlas.pdf ORIGIN OF FIGURE (IPCC REPORT CHAPTER): Gutiérrez, J.M., R.G. Jones, G.T. Narisma, L.M. Alves, M. Amjad, I.V. Gorodetskaya, M. Grose, N.A.B. Klutse, S. Krakovska, J. Li, D. Martínez-Castro, L.O. Mearns, S.H. Mernild, T. Ngo-Duc, B. van den Hurk, and J.-H. Yoon, 2021: Atlas. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change No further details. information https://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_Atlas_SM.pdf SUPPLEMENTARY MATERIAL FOR REPORT CHAPTER: Gutiérrez, J.M., R G. Jones, G.T. Narisma, L.M. Alves, M. Amjad, I.V. Gorodetskaya, M. Grose, N.A.B. Klutse, S. Krakovska, J. Li, D. Martínez-Castro, L.O. Mearns, S.H. Mernild, T. Ngo-Duc, B. van den Hurk, and J.-H. Yoon, 2021: Atlas Supplementary Material. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change No further details. information http://doi.org/10.5281/zenodo.5171760 CODE FOR FIGURE (archived at Zenodo) No further details. information https://github.com/IPCC-WG1/Atlas/blob/main/notebooks/regional-scatter-plots_Figure-Atlas-17_R.ipynb NOTEBOOKS FOR GENERATING FIGURE (from Github) No further details. information https://doi.org/10.5281/zenodo.14986547 Complex Citation Object: CMIP6 input data usage information for IPCC WGI AR6 figure Atlas.17, Zenodo. https://doi.org/10.5281/zenodo.14986547 No further details. information dataset Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services 2010-12-08 Data produced by Intergovernmental Panel on Climate Change (IPCC) authors and supplied for archiving at the Centre for Environmental Data Analysis (CEDA) by the Technical Support Unit (TSU) for IPCC Working Group I (WGI). Data curated on behalf of the IPCC Data Distribution Centre (IPCC-DDC).