{ "dates": [ { "date": "2021", "dateType": "Created" }, { "date": "2021-05-15", "dateType": "Issued" } ], "types": { "resourceType": "Input dataset", "resourceTypeGeneral": "Dataset" }, "titles": [ { "title": "ISIMIP3b bias-adjusted atmospheric climate input data" } ], "formats": [ "application/x-netcdf" ], "version": "1.1", "creators": [ { "name": "Stefan Lange", "givenName": "Stefan", "familyName": "Lange", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "nameIdentifiers": [ { "nameIdentifier": "0000-0003-2102-8873", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Matthias B\u00fcchner", "givenName": "Matthias", "familyName": "B\u00fcchner", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "nameIdentifiers": [ { "nameIdentifier": "0000-0002-1382-7424", "nameIdentifierScheme": "ORCID" } ] } ], "language": "eng", "subjects": [ { "subject": "EARTH SCIENCE > ATMOSPHERE", "valueURI": "https://gcmd.earthdata.nasa.gov/kms/concept/c47f6052-634e-40ef-a5ac-13f69f6f4c2a", "schemeURI": "http://gcmdservices.gsfc.nasa.gov/kms/concepts/concept_scheme/sciencekeywords", "subjectScheme": "NASA/GCMD Earth Science Keywords" } ], "publisher": "ISIMIP Repository", "rightsList": [ { "rights": "CC0 1.0 Universal (CC0 1.0) Public Domain Dedication", "rightsURI": "https://creativecommons.org/publicdomain/zero/1.0/" } ], "identifiers": [ { "identifier": "10.48364/ISIMIP.842396.1", "identifierType": "DOI" } ], "contributors": [ { "name": "Matthias B\u00fcchner", "roles": [ "validation", "curation" ], "givenName": "Matthias", "familyName": "B\u00fcchner", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "DataCurator", "nameIdentifiers": [ { "nameIdentifier": "0000-0002-1382-7424", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Jochen Klar", "roles": [ "software" ], "givenName": "Jochen", "familyName": "Klar", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "DataManager", "nameIdentifiers": [ { "nameIdentifier": "0000-0002-5883-4273", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Iliusi Vega del Valle", "roles": [ "validation", "curation" ], "givenName": "Iliusi", "familyName": "Vega del Valle", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "DataCurator", "nameIdentifiers": [ { "nameIdentifier": "0000-0001-6902-2257", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Jan Volkholz", "givenName": "Jan", "familyName": "Volkholz", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "DataCurator" }, { "name": "Jacob Schewe", "givenName": "Jacob", "familyName": "Schewe", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0001-9455-4159", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Stefan Lange", "givenName": "Stefan", "familyName": "Lange", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ContactPerson", "nameIdentifiers": [ { "nameIdentifier": "0000-0003-2102-8873", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Franziska Piontek", "givenName": "Franziska", "familyName": "Piontek", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0003-4305-7552", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Christopher Reyer", "givenName": "Christopher", "familyName": "Reyer", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0003-1067-1492", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Matthias Mengel", "givenName": "Matthias", "familyName": "Mengel", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0001-6724-9685", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Mar\u00eda del Roc\u00edo Rivas L\u00f3pez", "givenName": "Mar\u00eda del Roc\u00edo", "familyName": "Rivas L\u00f3pez", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0002-1984-3070", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Christian Otto", "givenName": "Christian", "familyName": "Otto", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0001-5500-6774", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Bjoern Soergel", "givenName": "Bjoern", "familyName": "Soergel", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0002-2630-7081", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Anne G\u00e4deke", "givenName": "Anne", "familyName": "G\u00e4deke", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectMember", "nameIdentifiers": [ { "nameIdentifier": "0000-0003-0514-2908", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Martin Park", "givenName": "Martin", "familyName": "Park", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectManager", "nameIdentifiers": [ { "nameIdentifier": "0000-0002-2467-3256", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Katja Frieler", "givenName": "Katja", "familyName": "Frieler", "affiliations": [ { "affiliation": "Potsdam Institute for Climate Impact Research", "affiliationIdentifier": "03e8s1d88", "affiliationIdentifierScheme": "ROR" } ], "contributorType": "ProjectLeader", "nameIdentifiers": [ { "nameIdentifier": "0000-0003-4869-3013", "nameIdentifierScheme": "ORCID" } ] }, { "name": "Potsdam Institute for Climate Impact Research", "nameType": "Organizational", "contributorType": "HostingInstitution", "nameIdentifiers": [ { "nameIdentifier": "03e8s1d88", "nameIdentifierScheme": "ROR" } ] } ], "descriptions": [ { "description": "The Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) provides a framework for the collation of a consistent set of climate impact data across sectors and scales. It also provides a unique opportunity for considering interactions between climate change impacts across sectors through consistent scenarios.
The ISIMIP3b part of the third simulation round is dedicated to a quantification of climate-related risks at different levels of global warming and socio-economic change. ISIMIP3b group I simulations are based on historical climate change as simulated in CMIP6 combined with observed historical socio-economic forcing. ISIMIP3b group II simulations are based on climate change according to the CMIP6 future projections combined with socio-economic forcings fixed at 2015 levels. ISIMIP3b group III simulations additionally account for future changes in socio-economic forcing.
This dataset covers the CMIP6-based and bias-adjusted atmospheric climate input data for all three groups of ISIMIP3b simulations. Such data are available for 5 CMIP6 global climate models (GFDL-ESM4, IPSL-CM6A-LR, MPI-ESM1-2-HR, MRI-ESM2-0, UKESM1-0-LL), 5 CMIP6 experiments (piControl, historical, SSP126, SSP37, SSP585) and 11 CMIP6 variables (huss, hurs, pr, prsn, ps, rlds, rsds, sfcWind, tas, tasmax, tasmin).", "descriptionType": "Abstract" }, { "description": "The observational reference dataset used for bias adjustment is W5E5 v2.0 (Cucchi et al. 2020, Lange et al. 2021). The method used for bias adjustment is ISIMIP3BASD v2.5.0 (Lange 2019b, Lange 2021). For more details see the ISIMIP3 protocol paper (Frieler et al. 2021).", "descriptionType": "Methods" } ], "geoLocations": [ { "geoLocationBox": { "eastBoundLongitude": 179.5, "northBoundLatitude": 89.5, "southBoundLatitude": -89.5, "westBoundLongitude": -179.5 } } ], "schemaVersion": "http://datacite.org/schema/kernel-4", "publicationYear": "2021", "relatedIdentifiers": [ { "citation": "ISIMIP3 simulation protocol https://protocol.isimip.org", "relationType": "IsDocumentedBy", "relatedIdentifier": "https://protocol.isimip.org", "relatedIdentifierType": "URL" }, { "citation": "Detailed description on isimip.org: GFDL-ESM4 https://www.isimip.org/gettingstarted/input-data-bias-correction/details/84/", "relationType": "IsDocumentedBy", "relatedIdentifier": "https://www.isimip.org/gettingstarted/input-data-bias-correction/details/84/", "relatedIdentifierType": "URL" }, { "citation": "Detailed description on isimip.org: IPSL-CM6A-LR https://www.isimip.org/gettingstarted/input-data-bias-correction/details/87/", "relationType": "IsDocumentedBy", "relatedIdentifier": "https://www.isimip.org/gettingstarted/input-data-bias-correction/details/87/", "relatedIdentifierType": "URL" }, { "citation": "Detailed description on isimip.org: MPI-ESM1-2-HR https://www.isimip.org/gettingstarted/input-data-bias-correction/details/86/", "relationType": "IsDocumentedBy", "relatedIdentifier": "https://www.isimip.org/gettingstarted/input-data-bias-correction/details/86/", "relatedIdentifierType": "URL" }, { "citation": "Detailed description on isimip.org: MRI-ESM2-0 https://www.isimip.org/gettingstarted/input-data-bias-correction/details/88/", "relationType": "IsDocumentedBy", "relatedIdentifier": "https://www.isimip.org/gettingstarted/input-data-bias-correction/details/88/", "relatedIdentifierType": "URL" }, { "citation": "Detailed description on isimip.org: UKESM1-0-LL https://www.isimip.org/gettingstarted/input-data-bias-correction/details/85/", "relationType": "IsDocumentedBy", "relatedIdentifier": "https://www.isimip.org/gettingstarted/input-data-bias-correction/details/85/", "relatedIdentifierType": "URL" }, { "citation": "Cucchi, M., Weedon, G. P., Amici, A., Bellouin, N., Lange, S., M\u00fcller Schmied, H., Hersbach, H., and Buontempo, C.: WFDE5: bias-adjusted ERA5 reanalysis data for impact studies, Earth Syst. Sci. Data, 12, 2097\u20132120, 2020. https://doi.org/10.5194/essd-12-2097-2020", "relationType": "Cites", "relatedIdentifier": "https://doi.org/10.5194/essd-12-2097-2020", "relatedIdentifierType": "DOI" }, { "citation": "Lange, S.: Trend-preserving bias adjustment and statistical downscaling with ISIMIP3BASD (v1.0), Geosci. Model Dev., 12, 3055\u20133070, 2019b. https://doi.org/10.5194/gmd-12-3055-2019", "relationType": "Cites", "relatedIdentifier": "https://doi.org/10.5194/gmd-12-3055-2019", "relatedIdentifierType": "DOI" }, { "citation": "Frieler, Katja et al. (2021): Scenario set-up and new forcing data for the third round of the Inter-Sectoral Model Intercomparison Project (ISIMIP3a + ISIMIP3b, group I and II). In preparation.", "relationType": "Cites" }, { "citation": "Lange, Stefan. (2021, April 14). ISIMIP3BASD (Version 2.5.0). Zenodo. http://doi.org/10.5281/zenodo.4686991", "relationType": "Cites", "relatedIdentifier": "http://doi.org/10.5281/zenodo.4686991", "relatedIdentifierType": "DOI" }, { "citation": "Stefan Lange, Christoph Menz, Stephanie Gleixner, Marco Cucchi, Graham P. Weedon, Alessandro Amici, Nicolas Bellouin, Hannes M\u00fcller Schmied, Hans Hersbach, Carlo Buontempo, Chiara Cagnazzo (2021): WFDE5 over land merged with ERA5 over the ocean (W5E5 v2.0). ISIMIP Repository. https://data.isimip.org/10.48364/ISIMIP.342217", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://data.isimip.org/10.48364/ISIMIP.342217", "relatedIdentifierType": "DOI" }, { "citation": "Krasting, John P.; John, Jasmin G; Blanton, Chris; McHugh, Colleen; Nikonov, Serguei; Radhakrishnan, Aparna; Rand, Kristopher; Zadeh, Niki T.; Balaji, V; Durachta, Jeff; Dupuis, Christopher; Menzel, Raymond; Robinson, Thomas; Underwood, Seth; Vahlenkamp, Hans; Dunne, Krista A.; Gauthier, Paul PG; Ginoux, Paul; Griffies, Stephen M.; Hallberg, Robert; Harrison, Matthew; Hurlin, William; Malyshev, Sergey; Naik, Vaishali; Paulot, Fabien; Paynter, David J; Ploshay, Jeffrey; Schwarzkopf, Daniel M; Seman, Charles J; Silvers, Levi; Wyman, Bruce; Zeng, Yujin; Adcroft, Alistair; Dunne, John P.; Dussin, Raphael; Guo, Huan; He, Jian; Held, Isaac M; Horowitz, Larry W.; Lin, Pu; Milly, P.C.D; Shevliakova, Elena; Stock, Charles; Winton, Michael; Xie, Yuanyu; Zhao, Ming (2018). NOAA-GFDL GFDL-ESM4 model output prepared for CMIP6 CMIP. Version 20180701. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1407", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.1407", "relatedIdentifierType": "DOI" }, { "citation": "John, Jasmin G; Blanton, Chris; McHugh, Colleen; Radhakrishnan, Aparna; Rand, Kristopher; Vahlenkamp, Hans; Wilson, Chandin; Zadeh, Niki T.; Gauthier, Paul PG; Dunne, John P.; Dussin, Raphael; Horowitz, Larry W.; Lin, Pu; Malyshev, Sergey; Naik, Vaishali; Ploshay, Jeffrey; Silvers, Levi; Stock, Charles; Winton, Michael; Zeng, Yujin (2018). NOAA-GFDL GFDL-ESM4 model output prepared for CMIP6 ScenarioMIP. Version 20190726. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1414", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.1414", "relatedIdentifierType": "DOI" }, { "citation": "Boucher, Olivier; Denvil, S\u00e9bastien; Caubel, Arnaud; Foujols, Marie Alice (2018). IPSL IPSL-CM6A-LR model output prepared for CMIP6 CMIP. Version 20200219. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1534", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.1534", "relatedIdentifierType": "DOI" }, { "citation": "Boucher, Olivier; Denvil, S\u00e9bastien; Caubel, Arnaud; Foujols, Marie Alice (2019). IPSL IPSL-CM6A-LR model output prepared for CMIP6 ScenarioMIP. Version 20200219. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1532", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.1532", "relatedIdentifierType": "DOI" }, { "citation": "Jungclaus, Johann; Bittner, Matthias; Wieners, Karl-Hermann; Wachsmann, Fabian; Schupfner, Martin; Legutke, Stephanie; Giorgetta, Marco; Reick, Christian; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Esch, Monika; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\u00f6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\u00fcller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich (2019). MPI-M MPIESM1.2-HR model output prepared for CMIP6 CMIP. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.741", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.741", "relatedIdentifierType": "DOI" }, { "citation": "Schupfner, Martin; Wieners, Karl-Hermann; Wachsmann, Fabian; Steger, Christian; Bittner, Matthias; Jungclaus, Johann; Fr\u00fch, Barbara; Pankatz, Klaus; Giorgetta, Marco; Reick, Christian; Legutke, Stephanie; Esch, Monika; Gayler, Veronika; Haak, Helmuth; de Vrese, Philipp; Raddatz, Thomas; Mauritsen, Thorsten; von Storch, Jin-Song; Behrens, J\u00f6rg; Brovkin, Victor; Claussen, Martin; Crueger, Traute; Fast, Irina; Fiedler, Stephanie; Hagemann, Stefan; Hohenegger, Cathy; Jahns, Thomas; Kloster, Silvia; Kinne, Stefan; Lasslop, Gitta; Kornblueh, Luis; Marotzke, Jochem; Matei, Daniela; Meraner, Katharina; Mikolajewicz, Uwe; Modali, Kameswarrao; M\u00fcller, Wolfgang; Nabel, Julia; Notz, Dirk; Peters, Karsten; Pincus, Robert; Pohlmann, Holger; Pongratz, Julia; Rast, Sebastian; Schmidt, Hauke; Schnur, Reiner; Schulzweida, Uwe; Six, Katharina; Stevens, Bjorn; Voigt, Aiko; Roeckner, Erich (2019). DKRZ MPI-ESM1.2-HR model output prepared for CMIP6 ScenarioMIP. Version 20190710. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.2450", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.2450", "relatedIdentifierType": "DOI" }, { "citation": "Yukimoto, Seiji; Koshiro, Tsuyoshi; Kawai, Hideaki; Oshima, Naga; Yoshida, Kohei; Urakawa, Shogo; Tsujino, Hiroyuki; Deushi, Makoto; Tanaka, Taichu; Hosaka, Masahiro; Yoshimura, Hiromasa; Shindo, Eiki; Mizuta, Ryo; Ishii, Masayoshi; Obata, Atsushi; Adachi, Yukimasa (2019). MRI MRI-ESM2.0 model output prepared for CMIP6 CMIP. Version 20190603. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.621", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.621", "relatedIdentifierType": "DOI" }, { "citation": "Yukimoto, Seiji; Koshiro, Tsuyoshi; Kawai, Hideaki; Oshima, Naga; Yoshida, Kohei; Urakawa, Shogo; Tsujino, Hiroyuki; Deushi, Makoto; Tanaka, Taichu; Hosaka, Masahiro; Yoshimura, Hiromasa; Shindo, Eiki; Mizuta, Ryo; Ishii, Masayoshi; Obata, Atsushi; Adachi, Yukimasa (2019). MRI MRI-ESM2.0 model output prepared for CMIP6 ScenarioMIP. Version 20191108. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.638", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.638", "relatedIdentifierType": "DOI" }, { "citation": "Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Mulcahy, Jane; Sellar, Alistair; Walton, Jeremy; Jones, Colin (2019). MOHC UKESM1.0-LL model output prepared for CMIP6 CMIP. Version 20191008. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1569", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.1569", "relatedIdentifierType": "DOI" }, { "citation": "Good, Peter; Sellar, Alistair; Tang, Yongming; Rumbold, Steve; Ellis, Rich; Kelley, Douglas; Kuhlbrodt, Till; Walton, Jeremy (2019). MOHC UKESM1.0-LL model output prepared for CMIP6 ScenarioMIP. Version 20191120. Earth System Grid Federation. https://doi.org/10.22033/ESGF/CMIP6.1567", "relationType": "IsDerivedFrom", "relatedIdentifier": "https://doi.org/10.22033/ESGF/CMIP6.1567", "relatedIdentifierType": "DOI" }, { "citation": "Stefan Lange, Matthias B\u00fcchner (2020): ISIMIP3b bias-adjusted atmospheric climate input data (1.0). ISIMIP Repository. https://doi.org/10.48364/ISIMIP.842396", "relationType": "IsNewVersionOf", "relatedIdentifier": "https://doi.org/10.48364/ISIMIP.842396", "relatedIdentifierType": "DOI" } ] }