ISIMIP2a Simulation Data from Agricultural Sector

Cite as:

Arneth, Almut; Balkovic, Juraj; Ciais, Philippe; de Wit, Allard; Deryng, Delphine; Elliott, Joshua; Folberth, Christian; Glotter, Michael; Iizumi, Toshichika; Izaurralde, Roberto C.; Jones, Andrew D.; Khabarov, Nikolay; Lawrence, Peter; Liu, Wenfeng; Mitter, Hermine; Müller, Christoph; Olin, Stefan; Pugh, Thomas A. M.; Reddy, Ashwan D.; Sakurai, Gen; Schmid, Erwin; Wang, Xuhui; Wu, Xiuchen; Yang, Hong; Büchner, Matthias (2017): ISIMIP2a Simulation Data from Agricultural Sector. GFZ Data Services. https://doi.org/10.5880/PIK.2017.006

Status

I N R E V I E W : Arneth, Almut; Balkovic, Juraj; Ciais, Philippe; de Wit, Allard; Deryng, Delphine; Elliott, Joshua; Folberth, Christian; Glotter, Michael; Iizumi, Toshichika; Izaurralde, Roberto C.; Jones, Andrew D.; Khabarov, Nikolay; Lawrence, Peter; Liu, Wenfeng; Mitter, Hermine; Müller, Christoph; Olin, Stefan; Pugh, Thomas A. M.; Reddy, Ashwan D.; Sakurai, Gen; Schmid, Erwin; Wang, Xuhui; Wu, Xiuchen; Yang, Hong; Büchner, Matthias (2017): ISIMIP2a Simulation Data from Agricultural Sector. GFZ Data Services. https://doi.org/10.5880/PIK.2017.006

Abstract

The Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) provides a framework for the collation of a set of consistent, multi-sector, multi-scale climate-impact simulations, based on scientifically and politically-relevant historical and future scenarios. This framework serves as a basis for robust projections of climate impacts, as well as facilitating model evaluation and improvement, allowing for improved estimates of the biophysical and socio-economic impacts of climate change at different levels of global warming. It also provides a unique opportunity to consider interactions between climate change impacts across sectors.

ISIMIP2a is the second ISIMIP simulation round, focusing on historical simulations (1971-2010) of climate impacts on agriculture, fisheries, permafrost, biomes, regional and global water and forests. This will serve as a basis for model evaluation and improvement, allowing for improved estimates of the biophysical and socio-economic impacts of climate change at different levels of global warming.

The focus topic for ISIMIP2a is model evaluation and validation, in particular with respect to the representation of impacts of extreme weather events and climate variability. During this phase, four common global observational climate data sets were provided across all impact models and sectors. In addition, appropriate observational data sets of impacts for each sector were collected, against which the models can be benchmarked. Access to the input data for the impact models is provided through a central ISIMIP archive (see https://www.isimip.org/gettingstarted/#input-data-bias-correction).

This entry refers to the ISIMIP2a simulation data from Agricultural Sector models: CGMS-WOFOST, CLM-Crop, EPIC-Boku, EPIC-IIASA, EPIC-TAMU, GEPIC, LPJ-GUESS, LPJmL, ORCHIDEE-CROP, pAPSIM, pDSSAT, PEGASUS, PEPIC, PRYSBI2.

Methods

The ISIMIP2a agriculture outputs are based on simulations from 14 agricultural sector models (see listing) according to the ISIMIP2a protocol (https://www.isimip.org/protocol/#isimip2a). The models simulate cop yields and irrigation water withdrawal (assuming unlimited water supply), based on planting dates, crop variety parameters, approximate maturity dates (to allow for spatially-explicit variety parameterization), as well as fertilizer use (N, P, K). A more detailed description of the models and model-specific amendments of the protocol are available here: https://www.isimip.org/impactmodels/.

Contact

ISIMIP Coordination Team; Potsdam-Institute for Climate Impact Research (PIK), Germany; ➦
Jägermeyr, Jonas (ISIMIP Coordination Team); Potsdam-Institute for Climate Impact Research (PIK), Germany; ➦
Elliott, Joshua (Sector Coordinator); University of Chicago, Computation Institute, USA; ➦
Schmid, Erwin (EPIC-Boku Contact); University of Natural Resources and Life Sciences, Vienna, Austria; ➦
Olin, Stefan (LPJ-GUESS Contact); Lund University, Department for Physical Geography and Ecosystem Science, Sweden; ➦
Pugh, Thomas A. M. (LPJ-GUESS Contact); Karlsruhe Institute of Technology (IMK-IFU), Germany / School of Geography, Earth & Environmental Science and Birmingham Institute of Forest Research, University of Birmingham, UK; ➦
Müller, Chrisqtoph (LPJmL Contact); Potsdam-Institute for Climate Impact Research (PIK), Germany; ➦
Ciais, Philippe (ORCHIDEE-CROP Contact); Institute Pierre Simon Laplace (IPSL), France; ➦
Wang, Xuhui (ORCHIDEE-CROP Contact); Peking University, China; ➦
Folberth, Christian (GEPIC Contact); International Institute for Applied Systems Analysis (IIASA), Austria; ➦
Izaurralde, Roberto C. (EPIC-TAMU Contact); Department of Geographical Sciences, University of Maryland, USA; ➦
Reddy, Ashwan D. (EPIC-TAMU Contact); George Mason University, USA; ➦
Elliott, Joshua (pAPSIM Contact); University of Chicago, Computation Institute, USA; ➦
Elliott, Joshua (pDSSAT Contact); University of Chicago, Computation Institute, USA; ➦
Deryng, Delphine (PEGASUS Contact); The Earth Institute at Columbia University, USA; ➦
Liu, Wenfeng (PEPIC Contact); Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Switzerland; ➦
Yang, Hong (PEPIC Contact); Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Switzerland; ➦
Sakurai, Gen (PRYSBI2 Contact); National Agriculture and Food Research Organization (NARO), Institute for Agro-Environmental Sciences (NIAES), Japan; ➦
de Wit, Allard (CGMS-WOFOST Contact); Wageningen University, Netherlands; ➦
Lawrence, Peter (CLM-Crop Contact); National Center for Atmospheric Research, USA; ➦
Balkovic, Juraj (EPIC-IIASA Contact); International Institute for Applied Systems Analysis (IIASA), Austria; ➦
Khabarov, Nikolay (EPIC-IIASA Contact); International Institute for Applied Systems Analysis (IIASA), Austria; ➦

Contributors

Jägermeyr, Jonas; ISIMIP Coordination Team; Jägermeyr, Jonas; Müller, Chrisqtoph

Keywords

GCMD Science Keywords

More Metadata

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        CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): informtion
        role
        CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
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        MD_Keywords
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        CharacterString:
      - descriptiveKeywords
        MD_Keywords
        keyword
        CharacterString: EARTH SCIENCE > AGRICULTURE > AGRICULTURAL PLANT SCIENCE > CROP/PLANT YIELDS
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        CharacterString: EARTH SCIENCE > AGRICULTURE > AGRICULTURAL PLANT SCIENCE > IRRIGATION
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        CharacterString: EARTH SCIENCE > AGRICULTURE > PLANT COMMODITIES > FIELD CROP PRODUCTS
        keyword
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        keyword
        CharacterString: EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WATER VAPOR > EVAPOTRANSPIRATION
        keyword
        CharacterString: EARTH SCIENCE > CLIMATE INDICATORS > LAND SURFACE/AGRICULTURE INDICATORS > LENGTH OF GROWING SEASON
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        CharacterString: EARTH SCIENCE > HUMAN DIMENSIONS > ECONOMIC RESOURCES > AGRICULTURE PRODUCTION
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        CharacterString: EARTH SCIENCE > HUMAN DIMENSIONS > ENVIRONMENTAL GOVERNANCE/MANAGEMENT > ENVIRONMENTAL ASSESSMENTS
        keyword
        CharacterString: EARTH SCIENCE > HUMAN DIMENSIONS > ENVIRONMENTAL GOVERNANCE/MANAGEMENT > LAND MANAGEMENT
        keyword
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        keyword
        CharacterString: EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > FAMINE
        keyword
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        keyword
        CharacterString: EARTH SCIENCE > LAND SURFACE > SOILS > NITROGEN
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        CharacterString: EARTH SCIENCE > LAND SURFACE > SOILS > SOIL MOISTURE/WATER CONTENT
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        CharacterString: EARTH SCIENCE SERVICES > MODELS > DYNAMIC VEGETATION/ECOSYSTEM MODELS
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        CharacterString: EARTH SCIENCE SERVICES > MODELS > SOCIAL AND ECONOMIC MODELS
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        CI_Citation
        title
        CharacterString: NASA/GCMD Earth Science Keywords
        date
        CI_Date
        date (gco:nilReason=missing):
        dateType
        CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=publication): publication
      - resourceConstraints (xlink:href=http://creativecommons.org/licenses/by/4.0/)
        MD_Constraints
        useLimitation
        CharacterString: Model data are licensed under CC BY 4.0
      - resourceConstraints
        MD_LegalConstraints
        accessConstraints
        MD_RestrictionCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_RestrictionCode codeListValue=otherRestrictions):
        otherConstraints
        CharacterString: Model data are licensed under CC BY 4.0
      - resourceConstraints
        MD_SecurityConstraints
        classification
        MD_ClassificationCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ClassificationCode codeListValue=unclassified):
      - resourceConstraints (xlink:href=http://creativecommons.org/licenses/by-nc/4.0/)
        MD_Constraints
        useLimitation
        CharacterString: EXCEPTIONS: data from model LPJ-GUESS is licensed under CC BY-NC 4.0
      - resourceConstraints
        MD_LegalConstraints
        accessConstraints
        MD_RestrictionCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_RestrictionCode codeListValue=otherRestrictions):
        otherConstraints
        CharacterString: EXCEPTIONS: data from model LPJ-GUESS is licensed under CC BY-NC 4.0
      - resourceConstraints
        MD_SecurityConstraints
        classification
        MD_ClassificationCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ClassificationCode codeListValue=unclassified):
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        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: https://esg.pik-potsdam.de/projects/isimip/
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: https://www.earthsystemcog.org/projects/cog/tutorials_web
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
      - aggregationInfo
        MD_AggregateInformation
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        RS_Identifier
        code
        CharacterString: https://www.isimip.org/outcomes/#papers-isimip2a
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
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        RS_Identifier
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        CharacterString: https://www.isimip.org/protocol/#isimip2a
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDocumentedBy): IsDocumentedBy
      - aggregationInfo
        MD_AggregateInformation
        aggregateDataSetIdentifier
        RS_Identifier
        code
        CharacterString: https://www.isimip.org/impactmodels
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDocumentedBy): IsDocumentedBy
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        MD_AggregateInformation
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        RS_Identifier
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        CharacterString: https://www.isimip.org/gettingstarted/#input-data-bias-correction
        codeSpace
        CharacterString: URL
        associationType
        DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
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        CharacterString: eng
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        MD_CharacterSetCode (codeListValue=utf8 codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_CharacterSetCode):
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        MD_TopicCategoryCode: geoscientificInformation
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        CharacterString: global, annual
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        eastBoundLongitude
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        northBoundLatitude
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        temporalElement
        EX_TemporalExtent
        extent
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        beginPosition: 1971
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  - distributionInfo
    - MD_Distribution
      - transferOptions
        MD_DigitalTransferOptions
        onLine
        CI_OnlineResource
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        CharacterString: WWW:LINK-1.0-http--link
        name
        CharacterString: Data Access - DOI
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        CharacterString: Data Access - DOI
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  - dataQualityInfo
    - DQ_DataQuality
      - scope
        DQ_Scope
        level
        MD_ScopeCode (codeListValue=dataset codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ScopeCode):
      - lineage
        LI_Lineage
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        CharacterString: The ISIMIP2a agriculture outputs are based on simulations from 14 agricultural sector models (see listing) according to the ISIMIP2a protocol (https://www.isimip.org/protocol/#isimip2a). The models simulate cop yields and irrigation water withdrawal (assuming unlimited water supply), based on planting dates, crop variety parameters, approximate maturity dates (to allow for spatially-explicit variety parameterization), as well as fertilizer use (N, P, K). A more detailed description of the models and model-specific amendments of the protocol are available here: https://www.isimip.org/impactmodels/.
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Location

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Files

License: Model data are licensed under CC BY 4.0 EXCEPTIONS: data from model LPJ-GUESS is licensed under CC BY-NC 4.0

Dataset Description

Documented by

Related Work

References