Explaining climatic drivers of yield anomalies in global crop models through metamodel-based attribution
Global gridded crop models (GGCMs) are important tools for assessing climate impacts on agriculture, yet significant divergence in their projections limits interpretability, and impact studies often treat GGCMs as black boxes. Targeted ensemble sensit
Authors
- Toshichika Iizumi (ORCID: https://orcid.org/0000-0002-0611-4637)
- Artem Baklanov
- Babacar Faye (ORCID: https://orcid.org/0000-0002-1055-6614)
- Thomas Oberleitner (ORCID: https://orcid.org/0000-0002-1684-5150)
- Florian Zabel (ORCID: https://orcid.org/0000-0002-2923-4412)
- Christian Folberth (ORCID: https://orcid.org/0000-0002-6738-5238)
- Atul K. Jain (ORCID: https://orcid.org/0000-0002-4051-3228)
- Sam S. Rabin (ORCID: https://orcid.org/0000-0003-4095-1129)
- Clemens Scheer (ORCID: https://orcid.org/0000-0001-5396-2076)
- Thiago Berton Ferreira
- Nikolay Khabarov (ORCID: https://orcid.org/0000-0001-5372-4668)
- Gerrit Hoogenboom (ORCID: https://orcid.org/0000-0002-1555-0537)
- Alex C. Ruane (ORCID: https://orcid.org/0000-0002-5582-9217)
- Juraj Balkovič (ORCID: https://orcid.org/0000-0003-2955-4931)
- Jonas Jägermeyr (ORCID: https://orcid.org/0000-0002-8368-0018)
- Rastislav Skalský (ORCID: https://orcid.org/0000-0002-0983-6897)
- Jose Rafael Guarin (ORCID: https://orcid.org/0000-0002-3167-4329)
- Oleksandr Mialyk (ORCID: https://orcid.org/0000-0002-7495-2325)
- Chenzhi Wang (ORCID: https://orcid.org/0000-0002-1756-4887)
- Tzu‐Shun Lin (ORCID: https://orcid.org/0000-0002-5741-8585)
- Wenfeng Liu (ORCID: https://orcid.org/0000-0002-8699-3677)
- Christoph Müller (ORCID: https://orcid.org/0000-0002-9491-3550)
- Masashi Okada (ORCID: https://orcid.org/0000-0002-5111-0483)
Institutions
- Karlsruhe Institute of Technology (DE)
- NSF National Center for Atmospheric Research (US)
- Goddard Institute for Space Studies (US)
- International Institute for Applied Systems Analysis (AT)
- National Agriculture and Food Research Organization (JP)
- University of Illinois Urbana-Champaign (US)
- University of Basel (CH)
- National Institute for Environmental Studies (JP)
- NASA Research Park (US)
- University of Florida (US)
- Université du Sine Saloum El-Hâdj Ibrahima NIASS (SN)
- Leibniz Centre for Agricultural Landscape Research (DE)
- China Agricultural University (CN)
- Potsdam Institute for Climate Impact Research (DE)
- Columbia University (US)
- Florida Agricultural and Mechanical University (US)
- University of Twente (NL)
Publication Details
- Published
- 2025-10-17
- DOI
- https://doi.org/10.22541/essoar.176071967.73925210/v1
- Primary Topic
- Climate change impacts on agriculture
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Future of Life Institute
- Austrian Science Fund