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Similar estimates of temperature impacts on global wheat yield by three independent methods

Author

Listed:
  • Bing Liu

    (National Engineering and Technology Center for Information Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University
    University of Florida)

  • Senthold Asseng

    (University of Florida)

  • Christoph Müller

    (Potsdam Institute for Climate Impact Research)

  • Frank Ewert

    (Institute of Crop Science and Resource Conservation INRES, University of Bonn
    Leibniz Centre for Agricultural Landscape Research (ZALF))

  • Joshua Elliott

    (Columbia University Center for Climate Systems Research
    University of Chicago Computation Institute)

  • David B. Lobell

    (Stanford University)

  • Pierre Martre

    (UMR LEPSE, INRA)

  • Alex C. Ruane

    (Columbia University Center for Climate Systems Research
    National Aeronautics and Space Administration Goddard Institute for Space Studies)

  • Daniel Wallach

    (INRA, UMR1248 Agrosystèmes et développement territorial (AGIR))

  • James W. Jones

    (University of Florida)

  • Cynthia Rosenzweig

    (Columbia University Center for Climate Systems Research
    National Aeronautics and Space Administration Goddard Institute for Space Studies)

  • Pramod K. Aggarwal

    (CGIAR Research Program on Climate Change, Agriculture and Food Security, Borlaug Institute for South Asia, CIMMYT)

  • Phillip D. Alderman

    (Oklahoma State University)

  • Jakarat Anothai

    (Faculty of Natural Resources, Prince of Songkla University)

  • Bruno Basso

    (Michigan State University East Lansing
    W.K. Kellogg Biological Station, Michigan State University East Lansing)

  • Christian Biernath

    (Institute of Ecology, Helmholtz Zentrum München – German Research Center for Environmental Health)

  • Davide Cammarano

    (The James Hutton Institute Invergowrie)

  • Andy Challinor

    (Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds
    CGIAR-ESSP Program on Climate Change, Agriculture and Food Security, International Centre for Tropical Agriculture (CIAT))

  • Delphine Deryng

    (Columbia University Center for Climate Systems Research
    University of Chicago Computation Institute)

  • Giacomo De Sanctis

    (European Commission, Joint Research Centre)

  • Jordi Doltra

    (Cantabrian Agricultural Research and Training Centre (CIFA))

  • Elias Fereres

    (University of Cordoba)

  • Christian Folberth

    (University of Munich
    Ecosystem Services and Management Program, International Institute for Applied Systems Analysis)

  • Margarita Garcia-Vila

    (University of Cordoba)

  • Sebastian Gayler

    (Institute of Soil Science and Land Evaluation, University of Hohenheim)

  • Gerrit Hoogenboom

    (University of Florida
    AgWeatherNet Program, Washington State University, Prosser)

  • Leslie A. Hunt

    (University of Guelph)

  • Roberto C. Izaurralde

    (University of Maryland
    Texas A&M AgriLife Research and Extension Center, Texas A&M University)

  • Mohamed Jabloun

    (Aarhus University)

  • Curtis D. Jones

    (University of Maryland)

  • Kurt C. Kersebaum

    (Institute of Landscape Systems Analysis, Leibniz Centre for Agricultural Landscape Research)

  • Bruce A. Kimball

    (USDA, Agricultural Research Service, U.S. Arid-Land Agricultural Research Center)

  • Ann-Kristin Koehler

    (Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds)

  • Soora Naresh Kumar

    (Centre for Environment Science and Climate Resilient Agriculture, Indian Agricultural Research Institute)

  • Claas Nendel

    (Institute of Landscape Systems Analysis, Leibniz Centre for Agricultural Landscape Research)

  • Garry J. O’Leary

    (Landscape & Water Sciences, Jobs, Transport and Resources)

  • Jørgen E. Olesen

    (Aarhus University)

  • Michael J. Ottman

    (The School of Plant Sciences, University of Arizona)

  • Taru Palosuo

    (Natural Resources Institute Finland (Luke))

  • P. V. Vara Prasad

    (Kansas State University)

  • Eckart Priesack

    (Institute of Ecology, Helmholtz Zentrum München – German Research Center for Environmental Health)

  • Thomas A. M. Pugh

    (Institute of Meteorology and Climate Research, Atmospheric Environmental Research, Karlsruhe Institute of Technology
    School of Geography, Earth & Environmental Science and Birmingham Institute of Forest Research, University of Birmingham)

  • Matthew Reynolds

    (CIMMYT Int.)

  • Ehsan E. Rezaei

    (Institute of Crop Science and Resource Conservation INRES, University of Bonn
    Center for Development Research (ZEF))

  • Reimund P. Rötter

    (Natural Resources Institute Finland (Luke)
    Georg-August-University Göttingen)

  • Erwin Schmid

    (University of Natural Resources and Life Sciences)

  • Mikhail A. Semenov

    (Rothamsted Research)

  • Iurii Shcherbak

    (Michigan State University East Lansing
    W.K. Kellogg Biological Station, Michigan State University East Lansing)

  • Elke Stehfest

    (PBL Netherlands Environmental Assessment Agency)

  • Claudio O. Stöckle

    (Washington State University)

  • Pierre Stratonovitch

    (Rothamsted Research)

  • Thilo Streck

    (Institute of Soil Science and Land Evaluation, University of Hohenheim)

  • Iwan Supit

    (PPS, WSG and CALM, Wageningen University and Research)

  • Fulu Tao

    (Natural Resources Institute Finland (Luke)
    Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Science)

  • Peter Thorburn

    (CSIRO Agriculture & Food)

  • Katharina Waha

    (Potsdam Institute for Climate Impact Research
    CSIRO Agriculture & Food)

  • Gerard W. Wall

    (USDA, Agricultural Research Service, U.S. Arid-Land Agricultural Research Center)

  • Enli Wang

    (CSIRO Agriculture & Food)

  • Jeffrey W. White

    (USDA, Agricultural Research Service, U.S. Arid-Land Agricultural Research Center)

  • Joost Wolf

    (PPS, WSG and CALM, Wageningen University and Research)

  • Zhigan Zhao

    (CSIRO Agriculture & Food
    China Agricultural University)

  • Yan Zhu

    (National Engineering and Technology Center for Information Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University)

Abstract

The potential impact of global temperature change on global crop yield has recently been assessed with different methods. Here we show that grid-based and point-based simulations and statistical regressions (from historic records), without deliberate adaptation or CO2 fertilization effects, produce similar estimates of temperature impact on wheat yields at global and national scales. With a 1 °C global temperature increase, global wheat yield is projected to decline between 4.1% and 6.4%. Projected relative temperature impacts from different methods were similar for major wheat-producing countries China, India, USA and France, but less so for Russia. Point-based and grid-based simulations, and to some extent the statistical regressions, were consistent in projecting that warmer regions are likely to suffer more yield loss with increasing temperature than cooler regions. By forming a multi-method ensemble, it was possible to quantify ‘method uncertainty’ in addition to model uncertainty. This significantly improves confidence in estimates of climate impacts on global food security.

Suggested Citation

  • Bing Liu & Senthold Asseng & Christoph Müller & Frank Ewert & Joshua Elliott & David B. Lobell & Pierre Martre & Alex C. Ruane & Daniel Wallach & James W. Jones & Cynthia Rosenzweig & Pramod K. Aggarw, 2016. "Similar estimates of temperature impacts on global wheat yield by three independent methods," Nature Climate Change, Nature, vol. 6(12), pages 1130-1136, December.
  • Handle: RePEc:nat:natcli:v:6:y:2016:i:12:d:10.1038_nclimate3115
    DOI: 10.1038/nclimate3115
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    Cited by:

    1. Uris Baldos & Thomas Hertel & Frances Moore, 2018. "The Biophysical and Economic Geographies of Global Climate Impacts on Agriculture," NBER Working Papers 24779, National Bureau of Economic Research, Inc.
    2. Jack K. Horner, 2024. "Some Bounds on the Sensitivity of Human Population Dynamics to the Effects of Greenhouse-Gas Reduction of Land Productivity," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 12(6), pages 1-13, July.
    3. Xiaoguang Chen & Madhu Khanna & Lu Yang, 2022. "The impacts of temperature on Chinese food processing firms," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(2), pages 256-279, April.
    4. Hao, Shirui & Ryu, Dongryeol & Western, Andrew & Perry, Eileen & Bogena, Heye & Franssen, Harrie Jan Hendricks, 2021. "Performance of a wheat yield prediction model and factors influencing the performance: A review and meta-analysis," Agricultural Systems, Elsevier, vol. 194(C).
    5. Bao, Yawen & Hoogenboom, Gerrit & McClendon, Ron & Vellidis, George, 2017. "A comparison of the performance of the CSM-CERES-Maize and EPIC models using maize variety trial data," Agricultural Systems, Elsevier, vol. 150(C), pages 109-119.
    6. Bipin Rijal & Prakash Baduwal & Madhukar Chaudhary & Sandesh Chapagain & Sushank Khanal & Saugat Khanal & Padam Bahadur Poudel, 2021. "Drought Stress Impacts On Wheat And Its Resistance Mechanisms," Malaysian Journal of Sustainable Agriculture (MJSA), Zibeline International Publishing, vol. 5(2), pages 67-76, January.
    7. Junjun Cao & Guoyong Leng & Peng Yang & Qingbo Zhou & Wenbin Wu, 2022. "Variability in Crop Response to Spatiotemporal Variation in Climate in China, 1980–2014," Land, MDPI, vol. 11(8), pages 1-13, July.
    8. Lewis, Janet M & Reynolds, Matthew, 2022. "The Future of Climate Resilience in Wheat," SocArXiv hvd4e, Center for Open Science.
    9. He, Liuyue & Xue, Jingyuan & Wang, Sufen, 2023. "WHCrop: A novel water-heat driven crop model for estimating the spatiotemporal dynamics of crop growth for arid region," Agricultural Water Management, Elsevier, vol. 287(C).
    10. van Zelm, Rosalie & van der Velde, Marijn & Balkovic, Juraj & Čengić, Mirza & Elshout, Pieter M.F. & Koellner, Thomas & Núñez, Montserrat & Obersteiner, Michael & Schmid, Erwin & Huijbregts, Mark A.J., 2018. "Spatially explicit life cycle impact assessment for soil erosion from global crop production," Ecosystem Services, Elsevier, vol. 30(PB), pages 220-227.
    11. Markhof,Yannick Valentin & Ponzini,Giulia & Wollburg,Philip Randolph, 2022. "Measuring Disaster Crop Production Losses Using Survey Microdata : Evidence from Sub-Saharan Africa," Policy Research Working Paper Series 9968, The World Bank.
    12. McKetty, Matthew NR & Foltz, Jeremy D., 2024. "Climate and Consumption: Evidence From Mali," 2024 Annual Meeting, July 28-30, New Orleans, LA 343715, Agricultural and Applied Economics Association.
    13. Tianyi Zhang & Yong He & Ron DePauw & Zhenong Jin & David Garvin & Xu Yue & Weston Anderson & Tao Li & Xin Dong & Tao Zhang & Xiaoguang Yang, 2022. "Climate change may outpace current wheat breeding yield improvements in North America," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    14. Moss, Ellen D. & Evans, Darren M. & Atkins, Jonathan P., 2021. "Investigating the impacts of climate change on ecosystem services in UK agro-ecosystems: An application of the DPSIR framework," Land Use Policy, Elsevier, vol. 105(C).

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