Evidence map›Paper›PMID 37117503›Full record

ArticleNature food2021

Climate impacts on global agriculture emerge earlier in new generation of climate and crop models.

Jonas Jägermeyr, Christoph Müller, Alex C Ruane, Joshua Elliott, Juraj Balkovic, Oscar Castillo, Babacar Faye, Ian Foster, Christian Folberth, James A Franke and 28 more

Abstract read
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In one paragraph

Article in Nature food, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 179 papers.

0numbers the graph read from it
0cells of the map it votes in
179citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

179 citing papers in PubMed.

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  9. Yield-graph: multi-stage growth-aware maize yield prediction via graph neural networks.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
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  12. Review
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  18. Beyond temperature: Why climate adaptation in agriculture needs a systems approach.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  19. Article
  20. Article

119 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

38 authors.

Jonas JägermeyrNASA Goddard Institute for Space Studies, New York, NY, USA. jonas.jaegermeyr@columbia.edu.ORCID 0000-0002-8368-0018
Christoph MüllerPotsdam Institute for Climate Impacts Research (PIK), Member of the Leibniz Association, Potsdam, Germany.ORCID 0000-0002-9491-3550
Alex C RuaneNASA Goddard Institute for Space Studies, New York, NY, USA.ORCID 0000-0002-5582-9217
Joshua ElliottCenter for Robust Decision-making on Climate and Energy Policy (RDCEP), University of Chicago, Chicago, IL, USA.
Juraj BalkovicInternational Institute for Applied Systems Analysis, Laxenburg, Austria.
Oscar CastilloAgricultural & Biological Engineering Department, University of Florida, Gainesville, FL, USA.
Babacar FayeInstitut de recherche pour le développement (IRD) ESPACE-DEV, Montpellier, France.
Ian FosterDepartment of Computer Science, University of Chicago, Chicago, IL, USA.ORCID 0000-0003-2129-5269
Christian FolberthInternational Institute for Applied Systems Analysis, Laxenburg, Austria.ORCID 0000-0002-6738-5238
James A FrankeCenter for Robust Decision-making on Climate and Energy Policy (RDCEP), University of Chicago, Chicago, IL, USA.
Kathrin FuchsInstitute of Meteorology and Climate Research, Atmospheric Environmental Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany.ORCID 0000-0003-1776-283X
Jose R GuarinNASA Goddard Institute for Space Studies, New York, NY, USA.ORCID 0000-0002-3167-4329
Jens HeinkePotsdam Institute for Climate Impacts Research (PIK), Member of the Leibniz Association, Potsdam, Germany.
Gerrit HoogenboomAgricultural & Biological Engineering Department, University of Florida, Gainesville, FL, USA.ORCID 0000-0002-1555-0537
Toshichika IizumiInstitute for Agro-Environmental Sciences, National Agriculture and Food Research Organization, Tsukuba, Japan.ORCID 0000-0002-0611-4637
Atul K JainDepartment of Atmospheric Sciences, University of Illinois, Urbana, IL, USA.ORCID 0000-0002-4051-3228
David KellyDepartment of Computer Science, University of Chicago, Chicago, IL, USA.
Nikolay KhabarovInternational Institute for Applied Systems Analysis, Laxenburg, Austria.ORCID 0000-0001-5372-4668
Stefan LangePotsdam Institute for Climate Impacts Research (PIK), Member of the Leibniz Association, Potsdam, Germany.ORCID 0000-0003-2102-8873
Tzu-Shun LinDepartment of Atmospheric Sciences, University of Illinois, Urbana, IL, USA.ORCID 0000-0002-5741-8585
Wenfeng LiuCenter for Agricultural Water Research in China, College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China.
Oleksandr MialykMultidisciplinary Water Management group, University of Twente, Enschede, Netherlands.ORCID 0000-0002-7495-2325
Sara MinoliPotsdam Institute for Climate Impacts Research (PIK), Member of the Leibniz Association, Potsdam, Germany.
Elisabeth J MoyerCenter for Robust Decision-making on Climate and Energy Policy (RDCEP), University of Chicago, Chicago, IL, USA.ORCID 0000-0003-1829-5196
Masashi OkadaCenter for Climate Change Adaptation, National Institute for Environmental Studies, Tsukuba, Japan.
Meridel PhillipsNASA Goddard Institute for Space Studies, New York, NY, USA.
Cheryl PorterAgricultural & Biological Engineering Department, University of Florida, Gainesville, FL, USA.ORCID 0000-0001-7269-6543
Sam S RabinInstitute of Meteorology and Climate Research, Atmospheric Environmental Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany.
Clemens ScheerInstitute of Meteorology and Climate Research, Atmospheric Environmental Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany.
Julia M SchneiderLudwig-Maximilians-Universität München (LMU), Munich, Germany.ORCID 0000-0001-9588-3157
Joep F SchynsMultidisciplinary Water Management group, University of Twente, Enschede, Netherlands.ORCID 0000-0001-5058-353X
Rastislav SkalskyInternational Institute for Applied Systems Analysis, Laxenburg, Austria.ORCID 0000-0002-0983-6897
Andrew SmeraldInstitute of Meteorology and Climate Research, Atmospheric Environmental Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany.ORCID 0000-0003-2026-273X
Tommaso StellaLeibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany.ORCID 0000-0002-3018-6585
Haynes StephensCenter for Robust Decision-making on Climate and Energy Policy (RDCEP), University of Chicago, Chicago, IL, USA.ORCID 0000-0002-2258-5244
Heidi WebberLeibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany.ORCID 0000-0001-8301-5424
Florian ZabelLudwig-Maximilians-Universität München (LMU), Munich, Germany.ORCID 0000-0002-2923-4412
Cynthia RosenzweigNASA Goddard Institute for Space Studies, New York, NY, USA.ORCID 0000-0002-8541-2201

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Potential climate-related impacts on future crop yield are a major societal concern. Previous projections of the Agricultural Model Intercomparison and Improvement Project's Global Gridded Crop Model Intercomparison based on the Coupled Model Intercomparison Project Phase 5 identified substantial climate impacts on all major crops, but associated uncertainties were substantial. Here we report new twenty-first-century projections using ensembles of latest-generation crop and climate models. Results suggest markedly more pessimistic yield responses for maize, soybean and rice compared to the original ensemble. Mean end-of-century maize productivity is shifted from +5% to -6% (SSP126) and from +1% to -24% (SSP585)-explained by warmer climate projections and improved crop model sensitivities. In contrast, wheat shows stronger gains (+9% shifted to +18%, SSP585), linked to higher CO

Identifiers

PMID37117503

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.