ISIMIP3a Simulation Data from the Global Water Sector
Cite as
Simon N. Gosling, Hannes Müller Schmied, Peter Burek, Manolis Grillakis, Luca Guillaumot, Naota Hanasaki, Sian Kou-Giesbrecht, Aristeidis Koutroulis, Kedar Otta, Yusuke Satoh, Tobias Stacke, Qing Zhu, Jacob Schewe (2024): ISIMIP3a Simulation Data from the Global Water Sector (v1.2). ISIMIP Repository. https://doi.org/10.48364/ISIMIP.398165.2
Metadata
- Title:
- ISIMIP3a Simulation Data from the Global Water Sector
- Version:
- 1.2
- Creators:
-
- Simon N. Gosling 0000-0001-5973-6862
- Hannes Müller Schmied 0000-0001-5330-9923
- Peter Burek 0000-0001-6390-8487
- Manolis Grillakis 0000-0002-4228-1803
- Luca Guillaumot 0000-0002-6579-6287
- Naota Hanasaki 0000-0002-5092-7563
- Sian Kou-Giesbrecht 0000-0002-4086-0561
- Aristeidis Koutroulis 0000-0002-2999-7575
- Kedar Otta 0000-0002-2540-9879
- Yusuke Satoh 0000-0001-6419-7330
- Tobias Stacke 0000-0003-4637-5337
- Qing Zhu 0000-0003-2441-944X
- Jacob Schewe 0000-0001-9455-4159
- Contact person:
-
- Jacob Schewe 0000-0001-9455-4159
For inquiries concerning this dataset, please contact info@isimip.org.
- Abstract:
-
This dataset contains ISIMIP3a (www.isimip.org, Frieler et al. 2023) simulation data from 9 global water models: CLASSIC (Melton et al. 2020), CWatM (Burek et al. 2020), ELM-ECA (Zhu et al. 2019), H08 (Hanasaki et al. 2017, Yoshida et al. 2021), HydroPy (Stacke et al. 2021), JULES-W2, JULES-W2-DDM30, MIROC-INTEG-LAND (Yokohata et al. 2020, Pokhrel et al. 2014, Takata et al. 2003), and WaterGAP2-2e (Müller Schmied et al. 2021).
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 of this dataset adds data from ELM-ECA and additional variables for WaterGAP2-2e, and solves an issue with MIROC-INTEG-LAND (#40).
Version 1.2 of this dataset updates evaporation data from CWatM (#57).
- Publication date:
- May 15, 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
- 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
- Best M, Pryor M, Clark D, Rooney G, Essery R, Ménard C, Edwards J, Hendry M, Porson A, Gedney N, Mercado L, Sitch S, Blyth E, Boucher O, Cox P, Grimmond C, Harding R et al. The Joint UK Land Environment Simulator (JULES), model description – Part 1: Energy and water fluxes. Geoscientific Model Development, 4, 677-699, 2011. https://doi.org/10.5194/gmd-4-677-2011
- Burek P, Satoh Y, Kahil T, Tang T, Greve P, Smilovic M, Guillaumot L, Zhao F, Wada Y et al. Development of the Community Water Model (CWatM v1.04) – a high-resolution hydrological model for global and regional assessment of integrated water resources management. Geoscientific Model Development, 13, 3267-3298, 2020. https://doi.org/10.5194/gmd-13-3267-2020
- Clark, D. B., Mercado, L. M., Sitch, S., Jones, C. D., Gedney, N., Best, M. J., Pryor, M., Rooney, G. G., Essery, R. L. H., Blyth, E., Boucher, O., Harding, R. J., Huntingford, C., and Cox, P. M. et al. The Joint UK Land Environment Simulator (JULES), model description – Part 2: Carbon fluxes and vegetation dynamics. Geoscientific Model Development, 4, 701–722, 2011. https://doi.org/10.5194/gmd-4-701-2011, 2011
- Joe R. Melton, Vivek K. Arora, Eduard Wisernig-Cojoc, Christian Seiler, Matthew Fortier, Ed Chan, and Lina Teckentrup et al. CLASSIC v1.0: the open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model (CTEM) – Part 1: Model framework and site-level performance. Geoscientific Model Development, 13, 2825–2850, 2020. https://doi.org/10.5194/gmd-13-2825-2020
- Müller Schmied, H., Trautmann, T., Ackermann, S., Cáceres, D., Flörke, M., Gerdener, H., Kynast, E., Peiris, T. A., Schiebener, L., Schumacher, M., and Döll, P.: The global water resources and use model WaterGAP v2.2e: description and evaluation of modifications and new features, Geosci. Model Dev. Discuss. [preprint], https://doi.org/10.5194/gmd-2023-213, in review, 2023.
- Pokhrel Y, Koirala S, Yeh P, Hanasaki N, Longuevergne L, Kanae S, Oki T et al. Incorporation of groundwater pumping in a global Land Surface Model with the representation of human impacts. Water Resources Research, 51, 78-96, 2014. https://doi.org/10.1002/2014wr015602
- Takata K, Emori S, Watanabe T et al. Development of the minimal advanced treatments of surface interaction and runoff. Global and Planetary Change, 38, 209-222, 2003. https://doi.org/10.1016/s0921-8181(03)00030-4
- Tobias Stacke & Stefan Hagemann et al. HydroPy (v1.0): A new global hydrology model written in Python. Geosci. Model Dev., 14, 7795–7816, 2021. https://doi.org/10.5194/gmd-14-7795-2021
- Tokuta Yokohata et al. MIROC-INTEG-LAND version 1: a global biogeochemical land surface model with human water management, crop growth, and land-use change. Geosci. Model Dev., 13, 4713–4747, 2020. https://doi.org/10.5194/gmd-13-4713-2020
- Yoshida T, Hanasaki N, Nishina K, Boulange J, Okada M, Troch P et al. Inference of parameters for a global hydrological model by applying Approximate Bayesian Computation: Identifiability of climate-based parameters. 2021. https://doi.org/10.1002/essoar.10507589.1
- Zhu Q, Riley W, Tang J, Collier N, Hoffman F, Yang X, Bisht G et al. Representing Nitrogen, Phosphorus, and Carbon Interactions in the E3SM Land Model: Development and Global Benchmarking. Journal of Advances in Modeling Earth Systems, 11, 2238-2258, 2019. https://doi.org/10.1029/2018ms001571
- Hanasaki, N., Yoshikawa, S., Pokhrel, Y., Kanae, S. et al. et al. A global hydrological simulation to specify the sources of water used by humans. 2017. https://doi.org/10.5194/hess-2017-280-rc2
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: CLASSIC → https://www.isimip.org/impactmodels/details/306/
- Detailed description on isimip.org: CWatM → https://www.isimip.org/impactmodels/details/257/
- Detailed description on isimip.org: ELM-ECA → https://www.isimip.org/impactmodels/details/374/
- Detailed description on isimip.org: H08 → https://www.isimip.org/impactmodels/details/52/
- Detailed description on isimip.org: HydroPy → https://www.isimip.org/impactmodels/details/287/
- Detailed description on isimip.org: JULES-W2-DDM30 → https://www.isimip.org/impactmodels/details/358/
- Detailed description on isimip.org: JULES-W2 → https://www.isimip.org/impactmodels/details/312/
- Detailed description on isimip.org: MIROC-INTEG-LAND → https://www.isimip.org/impactmodels/details/333/
- Detailed description on isimip.org: WaterGAP2-2e → https://www.isimip.org/impactmodels/details/313/
Other references
- Model Homepage CLASSIC. → https://cccma.gitlab.io/classic_pages/
- Model Homepage CWatM. → https://cwatm.iiasa.ac.at
- Model Homepage ELM-ECA. → https://e3sm.org/
- Model Homepage H08. → https://h08.nies.go.jp/
- Model Homepage HydroPy. → https://doi.org/10.5281/zenodo.4541380
- Model Homepage JULES-W2. → https://jules.jchmr.org/
- Model Homepage WaterGAP2-2c. → http://watergap.de/
This DOI is the previous version of
- Gosling, Simon N.; Müller Schmied, Hannes; Bradley, Anna; Burek, Peter; Chang, Jinfeng; Ciais, Philippe; Grillakis, Manolis; Guillaumot, Luca; Hanasaki, Naota; Hartley, Andrew; Huang, Huilin; Kou-Giesbrecht, Sian; Koutroulis, Aristeidis; Otta, Kedar; Satoh, Yusuke; Stacke, Tobias; Zhu, Qing; Schewe, Jacob (2024): ISIMIP3a Simulation Data from the Global Water Sector. Version 1.3. ISIMIP Repository. (Dataset). https://doi.org/10.48364/ISIMIP.398165.3.
This DOI is a new version of
- Gosling, Simon N.; Müller Schmied, Hannes; Kou-Giesbrecht, Sian; Burek, Peter; Grillakis, Manolis; Guillaumot, Luca; Hanasaki, Naota; Koutroulis, Aristeidis; Otta, Kedar; Satoh, Yusuke; Stacke, Tobias; Zhu, Qing; Schewe, Jacob (2024): ISIMIP3a Simulation Data from the Global Water Sector. Version 1.1. ISIMIP Repository. (Dataset). https://doi.org/10.48364/ISIMIP.398165.1.
Version History
-
Version 1.9 was created on Dec. 9, 2025.
-
Version 1.8 was created on Oct. 15, 2025.
-
Version 1.7 was created on Sept. 8, 2025.
-
Version 1.6 was created on July 1, 2025.
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Version 1.5 was created on March 3, 2025.
-
Version 1.4 was created on Jan. 8, 2025.
-
Version 1.3 was created on Aug. 12, 2024.
-
Version 1.2 was created on May 15, 2024.this version
-
Version 1.11 was created on June 16, 2026.
-
Version 1.10 was created on Jan. 13, 2026.
-
Version 1.1 was created on April 10, 2024.
-
Version 1.0 was created on Dec. 11, 2023.
GCMD Keywords
- EARTH SCIENCE > AGRICULTURE > AGRICULTURAL PLANT SCIENCE > IRRIGATION
- EARTH SCIENCE > CLIMATE INDICATORS > TERRESTRIAL HYDROSPHERE INDICATORS > FRESHWATER RUNOFF
- EARTH SCIENCE > CRYOSPHERE > SNOW/ICE > SNOW WATER EQUIVALENT
- EARTH SCIENCE > HUMAN DIMENSIONS > ECONOMIC RESOURCES > ENERGY PRODUCTION/USE > HYDROELECTRIC ENERGY PRODUCTION/USE
- EARTH SCIENCE > HUMAN DIMENSIONS > ENVIRONMENTAL GOVERNANCE/MANAGEMENT > ENVIRONMENTAL ASSESSMENTS
- EARTH SCIENCE > HUMAN DIMENSIONS > ENVIRONMENTAL GOVERNANCE/MANAGEMENT > WATER MANAGEMENT
- EARTH SCIENCE > HUMAN DIMENSIONS > HABITAT CONVERSION/FRAGMENTATION > IRRIGATION
- EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > DROUGHTS
- EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > FLOODS
- EARTH SCIENCE > HUMAN DIMENSIONS > SUSTAINABILITY > ENVIRONMENTAL SUSTAINABILITY
- EARTH SCIENCE > HUMAN DIMENSIONS > SUSTAINABILITY > SUSTAINABLE DEVELOPMENT
- EARTH SCIENCE > LAND SURFACE > SOILS > SOIL MOISTURE/WATER CONTENT
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > GROUND WATER > GROUND WATER PROCESSES/MEASUREMENTS > DISCHARGE
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE > SNOW WATER EQUIVALENT
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SURFACE WATER > SURFACE WATER FEATURES > RIVERS/STREAMS
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SURFACE WATER > SURFACE WATER PROCESSES/MEASUREMENTS > AQUIFER RECHARGE
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SURFACE WATER > SURFACE WATER PROCESSES/MEASUREMENTS > FLOODS
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SURFACE WATER > SURFACE WATER PROCESSES/MEASUREMENTS > RUNOFF
- EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SURFACE WATER > SURFACE WATER PROCESSES/MEASUREMENTS > TOTAL SURFACE WATER
- Global Change Master Directory (GCMD) Keywords are a hierarchical set of controlled vocabularies maintained by NASA (more information).
Issues and notes for datasets for this DOI
-
issue high resolvedISIMIP3a: MIROC-INTEG-LAND with wrong runoff data in 1901irr sensitivity experiment #80
Please use the replaced datasets for new simulations or research.
Matthias Büchner created this issue on Dec. 16, 2025. It was last updated on Jan. 14, 2026.
Affected versions: before 20251216
-
issue low resolvedJULES-W2 layer boundaries added #73
Affected datasets can still be used for simulations or research.
Matthias Büchner created this issue on July 22, 2025. It was last updated on July 22, 2025.
Affected versions: before 20250721
-
issue low resolvedISIMIP3a: JULES-W2 last time step is missing or duplicated #47
Please use the replaced datasets for new simulations or research.
Matthias Büchner created this issue on Dec. 7, 2023. It was last updated on March 13, 2026.
Affected versions: before 20231207
-
issue high resolvedISIMIP3a: subset of MIROC-INTEG-LAND variables retracted #40
Please use the replaced datasets for new simulations or research.
Matthias Büchner created this issue on June 12, 2023. It was last updated on June 15, 2026.
Affected versions: before 20230612
Datasets for this DOI
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic evap 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qs 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic snd 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoistfroz 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoist 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic swe 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic thawdepth 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic tsl 20230918
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic evap 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qs 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic snd 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoistfroz 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoist 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic swe 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic thawdepth 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic tsl 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic evap 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qs 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic snd 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoistfroz 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoist 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic swe 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic thawdepth 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic tsl 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic evap 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
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ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic lai 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qs 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic qtot 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic snd 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoistfroz 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic soilmoist 20230918
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic swe 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic thawdepth 20220810
-
ISIMIP3a OutputData biomes fire water_global gswp3-w5e5 historical classic tsl 20230918
-
ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca lai Archived 20240228
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ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca qs Archived 20240228
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ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca qtot Archived 20240228
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ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca snd Archived 20240228
-
ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca tsl Archived 20240228
-
ISIMIP3a OutputData biomes fire permafrost water_global gswp3-w5e5 historical elm-eca lai Archived 20240228
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ISIMIP3a OutputData biomes fire permafrost water_global gswp3-w5e5 historical elm-eca qs Archived 20240228
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ISIMIP3a OutputData biomes fire permafrost water_global gswp3-w5e5 historical elm-eca qtot Archived 20240228
-
ISIMIP3a OutputData biomes fire permafrost water_global gswp3-w5e5 historical elm-eca snd Archived 20240228
-
ISIMIP3a OutputData biomes fire permafrost water_global gswp3-w5e5 historical elm-eca tsl Archived 20240228
-
ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca lai Archived 20240228
-
ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca qs Archived 20240228
-
ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca qtot Archived 20240228
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ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca snd Archived 20240228
-
ISIMIP3a OutputData biomes permafrost water_global gswp3-w5e5 historical elm-eca tsl Archived 20240228
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ISIMIP3a OutputData biomes fire permafrost water_global gswp3-w5e5 historical elm-eca lai Archived 20240228