ISIMIP3a Simulation Data from the Agriculture Sector
Cite as
Jonas Jägermeyr, Tzu-Shun Lin, Sam Rabin, Juraj Balkovic, Joshua W. Elliott, Babacar Faye, Christian Folberth, Toshichika Iizumi, Atul Jain, Takahashi Kiyoshi, Wenfeng Liu, Okada Masashi, Oleksandr Mialyk, Christoph Müller, Tommaso Stella, Chenzhi Wang, Heidi Webber, Hong Yang, Florian Zabel, Katja Frieler (2024): ISIMIP3a Simulation Data from the Agriculture Sector (v1.1). ISIMIP Repository. https://doi.org/10.48364/ISIMIP.370868.1
Metadata
- Title:
- ISIMIP3a Simulation Data from the Agriculture Sector
- Version:
- 1.1
- Creators:
-
- Jonas Jägermeyr 0000-0002-8368-0018
- Tzu-Shun Lin 0000-0002-5741-8585
- Sam Rabin 0000-0003-4095-1129
- Juraj Balkovic 0000-0003-2955-4931
- Joshua W. Elliott 0000-0003-0258-9886
- Babacar Faye
- Christian Folberth 0000-0002-6738-5238
- Toshichika Iizumi 0000-0002-0611-4637
- Atul Jain 0000-0002-4051-3228
- Takahashi Kiyoshi 0000-0002-0163-545X
- Wenfeng Liu 0000-0002-8699-3677
- Okada Masashi
- Oleksandr Mialyk 0000-0002-7495-2325
- Christoph Müller 0000-0002-9491-3550
- Tommaso Stella 0000-0002-3018-6585
- Chenzhi Wang
- Heidi Webber 0000-0001-8301-5424
- Hong Yang
- Florian Zabel 0000-0002-2923-4412
- Katja Frieler 0000-0003-4869-3013
- Contact person:
-
- Jacob Schewe 0000-0001-9455-4159
- Katja Frieler 0000-0003-4869-3013
For inquiries concerning this dataset, please contact info@isimip.org.
- Abstract:
-
This dataset contains ISIMIP3a (www.isimip.org, Frieler et al. 2023, in prep.) simulation data from 11 agriculture models: ACEA, CROVER (Jägermeyr et al. 2021, Okada et al. 2018), CYGMA1p74, EPIC-IIASA (Balkovič et al. 2014), ISAM, LDNDC (Jägermeyr et al. 2023, Haas et al. 2012), LPJmL (von Bloh et al. 2018, Lutz et al. 2019), pDSSAT (Jägermeyr et al. 2021), PEPIC (Liu et al. 2016a,b), PROMET (Mauser et al. 2015), SIMPLACE-LINTUL5.
The outputs are based on simulations according to the ISIMIP3a protocol (https://protocol.isimip.org) A more detailed description of the models are available on https://www.isimip.org.
Version 1.1 adds the files for ISAM.
- Publication date:
- April 10, 2024
- Publisher:
- ISIMIP Repository
- Contributors:
-
- Matthias Büchner 0000-0002-1382-7424
- Jochen Klar 0000-0002-5883-4273
- Lisa Novak 0009-0003-5086-1079
- Dánnell Quesada-Chacón 0000-0001-5700-1846
- Iliusi Vega del Valle 0000-0001-6902-2257
- Jan Volkholz 0000-0002-2533-3739
- Stefanie Heinicke 0000-0003-0222-5281
- Matthias Mengel 0000-0001-6724-9685
- Christian Otto 0000-0001-5500-6774
- Franziska Piontek 0000-0003-4305-7552
- Christopher P.O. Reyer 0000-0003-1067-1492
- Inga Sauer 0000-0002-9302-2131
- Jacob Schewe 0000-0001-9455-4159
- Martin Park 0000-0002-2467-3256
- Katja Frieler 0000-0003-4869-3013
- Potsdam Institute for Climate Impact Research (PIK) 03e8s1d88
Here we list the persons and organizations, who are responsible for the collection, the management, and the publication of this dataset.
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References
- Balkovič J, van der Velde M, Skalský R, Xiong W, Folberth C, Khabarov N, Smirnov A, Mueller N, Obersteiner M et al. Global wheat production potentials and management flexibility under the representative concentration pathways. Global and Planetary Change,122,107-121,2014. https://doi.org/10.5194/gmdd-5-4137-2012
- Haas E, Klatt S, Fröhlich A, Kraft P, Werner C, Kiese R, Grote R, Breuer L, Butterbach-Bahl K et al. LandscapeDNDC: a process model for simulation of biosphere–atmosphere–hydrosphere exchange processes at site and regional scale. Landscape Ecology, 28, 615-636, 2012, https://doi.org/10.1007/s10980-012-9772-x
- Jägermeyr J et al. Climate change signal in global agriculture emerges earlier in new generation of climate and crop models. Nature Food, 2, 873-885, 2022. https://doi.org/10.5194/egusphere-egu22-3011
- Jägermeyr, J., Müller, C., Ruane, A.C. et al. et al. Climate impacts on global agriculture emerge earlier in new generation of climate and crop models. Nature Food, 2, 873–885, 2021. https://doi.org/10.1038/s43016-021-00400-y
- Liu W, Yang H, Liu J, Azevedo L, Wang X, Xu Z, Abbaspour K, Schulin R et al. Global assessment of nitrogen losses and trade-offs with yields from major crop cultivations. Science of The Total Environment, 572, 526-537, 2016. https://doi.org/10.1016/j.scitotenv.2016.08.093
- Lutz F, Herzfeld T, Heinke J, Rolinski S, Schaphoff S, von Bloh W, Stoorvogel JJ, and Müller C et al. Simulating the effect of tillage practices with the global ecosystem model LPJmL (version 5.0-tillage). Geoscientific Model Development, 12, 2419-2440, 2019. https://doi.org/10.5194/gmd-12-2419-2019
- Mauser, W., Klepper, G., Zabel, F., Delzeit, R., Hank, T. Putzenlechner, B., Cazadilla, A. et al. Global biomass production potentials exceed expected future demand without the need for cropland expansion. Nature Communications, 6, 11, 2015. https://doi.org/10.1038/ncomms9946
- Okada M et al. Varying Benefits of Irrigation Expansion for Crop Production Under a Changing Climate and Competitive Water Use Among Crops. Earth's Future, 6, 1207-1220, 2018. https://doi.org/10.1029/2017ef000763
- von Bloh W, Schaphoff S, Müller C, Rolinski S, Waha K, Zaehle S et al. Implementing the nitrogen cycle into the dynamic global vegetation, hydrology, and crop growth model LPJmL (version 5.0). Geoscientific Model Development, 11, 2789-2812, 2018. https://doi.org/10.5194/gmd-11-2789-2018
- W. Liu, H. Yang, C. Folberth, X. Wang, Q. Luo, R. Schulin et al. Global investigation of impacts of PET methods on simulating crop-water relations for maize. Agricultural and Forest Meteorology,221,164-175. https://doi.org/10.1016/j.agrformet.2016.02.017
Additional documentation
- Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) → https://www.isimip.org
- ISIMIP3 simulation protocol → https://protocol.isimip.org
- Detailed description on isimip.org: ACEA → https://www.isimip.org/impactmodels/details/314/
- Detailed description on isimip.org: CROVER → https://www.isimip.org/impactmodels/details/315/
- Detailed description on isimip.org: CYGMA1p74 → https://www.isimip.org/impactmodels/details/316/
- Detailed description on isimip.org: EPIC-IIASA → https://www.isimip.org/impactmodels/details/29/
- Detailed description on isimip.org: ISAM → https://www.isimip.org/impactmodels/details/283/
- Detailed description on isimip.org: LDNDC → https://www.isimip.org/impactmodels/details/317/
- Detailed description on isimip.org: LPJmL → https://www.isimip.org/impactmodels/details/83/
- Detailed description on isimip.org: pDSSAT → https://www.isimip.org/impactmodels/details/105/
- Detailed description on isimip.org: PEPIC → https://www.isimip.org/impactmodels/details/107/
- Detailed description on isimip.org: PROMET → https://www.isimip.org/impactmodels/details/196/
- Detailed description on isimip.org: SIMPLACE-LINTUL5 → https://www.isimip.org/impactmodels/details/318/
Other references
- Model Homepage EPIC-IIASA. → https://iiasa.ac.at/models-tools-data/epic-iiasa
- Model Homepage LDNDC. → https://ldndc.imk-ifu.kit.edu
- Model Homepage LPJmL. → https://www.pik-potsdam.de/en/institute/departments/activities/biosphere-water-modelling/lpjml
This DOI is a new version of
- Jägermeyr, Jonas; Rabin, Sam; Balkovic, Juraj; Elliott, Joshua W.; Faye, Babacar; Folberth, Christian; Iizumi, Toshichika; Jain, Atul; Kiyoshi, Takahashi; Lin, Tzu-Shun; Liu, Wenfeng; Masashi, Okada; Mialyk, Oleksandr; Müller, Christoph; Stella, Tommaso; Wang, Chenzhi; Webber, Heidi; Yang, Hong; Zabel, Florian; Frieler, Katja (2023): ISIMIP3a Simulation Data from the Agriculture Sector. Version 1.0. ISIMIP Repository. (Dataset). https://doi.org/10.48364/ISIMIP.370868.
Issues and notes for datasets for this DOI
-
issue high newISIMIP3a: PROMET biomass with values in incorrect units #84
Affected datasets can still be used for simulations or research.
Matthias Büchner created this issue on Feb. 11, 2026. It was last updated on Feb. 12, 2026.
Affected versions: before 20260210
-
note low won't fixAgriculture sector also provides pre-processed yield changes #60
Affected datasets can still be used for simulations or research.
Matthias Büchner created this note on May 29, 2024. It was last updated on May 30, 2024.
Affected versions: all versions affected
Datasets for this DOI
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea anthday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea biom 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea evapcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea evapcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea harvyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea harvyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea harvyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea harvyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea harvyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea harvyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea pirnreqcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea pirnreqcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea pirnreqcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea pirnreqcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea pirnreqcum 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantday 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea plantyear 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901
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ISIMIP3a OutputData agriculture gswp3-w5e5 historical acea soilmoist 20230901