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

被引:512
作者
Jagermeyr, Jonas [1 ,2 ,3 ]
Mueller, Christoph [3 ]
Ruane, Alex C. [1 ]
Elliott, Joshua [4 ]
Balkovic, Juraj [5 ,6 ]
Castillo, Oscar [7 ]
Faye, Babacar [8 ]
Foster, Ian [9 ]
Folberth, Christian [5 ]
Franke, James A. [4 ,10 ]
Fuchs, Kathrin [11 ]
Guarin, Jose R. [1 ,2 ]
Heinke, Jens [3 ]
Hoogenboom, Gerrit [7 ,12 ]
Iizumi, Toshichika [13 ]
Jain, Atul K. [14 ]
Kelly, David [9 ]
Khabarov, Nikolay [5 ]
Lange, Stefan [3 ]
Lin, Tzu-Shun [14 ]
Liu, Wenfeng [15 ]
Mialyk, Oleksandr [16 ]
Minoli, Sara [3 ]
Moyer, Elisabeth J. [4 ,10 ]
Okada, Masashi [17 ]
Phillips, Meridel [1 ,2 ]
Porter, Cheryl [7 ]
Rabin, Sam S. [11 ,18 ]
Scheer, Clemens [11 ]
Schneider, Julia M. [19 ]
Schyns, Joep F. [16 ]
Skalsky, Rastislav [5 ,20 ]
Smerald, Andrew [11 ]
Stella, Tommaso [21 ]
Stephens, Haynes [4 ,10 ]
Webber, Heidi [21 ]
Zabel, Florian [19 ]
Rosenzweig, Cynthia [1 ]
机构
[1] NASA, Goddard Inst Space Studies, New York, NY 10025 USA
[2] Columbia Univ, Ctr Climate Syst Res, New York, NY 10027 USA
[3] Potsdam Inst Climate Impacts Res PIK, Leibniz Assoc, Potsdam, Germany
[4] Univ Chicago, Ctr Robust Decis Making Climate & Energy Policy R, Chicago, IL 60637 USA
[5] Int Inst Appl Syst Anal, Laxenburg, Austria
[6] Comenius Univ, Fac Nat Sci, Bratislava, Slovakia
[7] Univ Florida, Agr & Biol Engn Dept, Gainesville, FL USA
[8] Inst Rech Dev IRD ESPACE DEV, Montpellier, France
[9] Univ Chicago, Dept Comp Sci, Chicago, IL 60637 USA
[10] Univ Chicago, Dept Geophys Sci, 5734 S Ellis Ave, Chicago, IL 60637 USA
[11] Karlsruhe Inst Technol, Inst Meteorol & Climate Res, Atmospher Environm Res, Garmisch Partenkirchen, Germany
[12] Univ Florida, Inst Sustainable Food Syst, Gainesville, FL USA
[13] Natl Agr & Food Res Org, Inst Agroenvironm Sci, Tsukuba, Ibaraki, Japan
[14] Univ Illinois, Dept Atmospher Sci, 105 S Gregory Ave, Urbana, IL 61801 USA
[15] China Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Beijing, Peoples R China
[16] Univ Twente, Multidisciplinary Water Management Grp, Enschede, Netherlands
[17] Natl Inst Environm Studies, Ctr Climate Change Adaptat, Tsukuba, Ibaraki, Japan
[18] Rutgers State Univ, Dept Environm Sci, New Brunswick, NJ USA
[19] Ludwig Maximilians Univ Munchen LMU, Munich, Germany
[20] Natl Agr & Food Ctr, Soil Sci & Conservat Res Inst, Bratislava, Slovakia
[21] Leibniz Ctr Agr Landscape Res ZALF, Muncheberg, Germany
来源
NATURE FOOD | 2021年 / 2卷 / 11期
基金
日本学术振兴会; 欧洲研究理事会; 美国国家科学基金会;
关键词
ELEVATED CO2; GROWTH-MODEL; DATA SET; TEMPERATURE; RESPONSES; SYSTEM; YIELD; UNCERTAINTIES; ENSEMBLE; CMIP5;
D O I
10.1038/s43016-021-00400-y
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
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 CO2 concentrations and expanded high-latitude gains. The 'emergence' of climate impacts consistently occurs earlier in the new projections-before 2040 for several main producing regions. While future yield estimates remain uncertain, these results suggest that major breadbasket regions will face distinct anthropogenic climatic risks sooner than previously anticipated. Climate change affects agricultural productivity. New systematic global agricultural yield projections of the major crops were conducted using ensembles of the latest generation of crop and climate models. Substantial shifts in global crop productivity due to climate change will occur within the next 20 years-several decades sooner than previous projections-highlighting the need for targeted food system adaptation and risk management in the coming decades.
引用
收藏
页码:875 / +
页数:15
相关论文
共 73 条
[31]   CLMcrop yields and water requirements: avoided impacts by choosing RCP 4.5 over 8.5 [J].
Levis, Samuel ;
Badger, Andrew ;
Drewniak, Beth ;
Nevison, Cynthia ;
Ren, Xiaolin .
CLIMATIC CHANGE, 2018, 146 (3-4) :501-515
[32]   Excessive rainfall leads to maize yield loss of a comparable magnitude to extreme drought in the United States [J].
Li, Yan ;
Guan, Kaiyu ;
Schnitkey, Gary D. ;
DeLucia, Evan ;
Peng, Bin .
GLOBAL CHANGE BIOLOGY, 2019, 25 (07) :2325-2337
[33]   Similar estimates of temperature impacts on global wheat yield by three independent methods (vol 6, pg 1130, 2016) [J].
Liu, Bing ;
Asseng, Senthold ;
Muller, Christoph ;
Ewert, Frank ;
Elliott, Joshua ;
Lobell, David B. ;
Martre, Pierre ;
Ruane, Alex C. ;
Wallach, Daniel ;
Jones, James W. ;
Rosenzweig, Cynthia ;
Aggarwal, Pramod K. ;
Alderman, Phillip D. ;
Anothai, Jakarat ;
Basso, Bruno ;
Biernath, Christian ;
Cammarano, Davide ;
Challinor, Andy ;
Deryng, Delphine ;
De Sanctis, Giacomo ;
Doltra, Jordi ;
Fereres, Elias ;
Folberth, Christian ;
Garcia-Vila, Margarita ;
Gayler, Sebastian ;
Hoogenboom, Gerrit ;
Hunt, Leslie A. ;
Izaurralde, Roberto C. ;
Jabloun, Mohamed ;
Jones, Curtis D. ;
Kersebaum, Kurt C. ;
Kimball, Bruce A. ;
Koehler, Ann-Kristin ;
Kumar, Soora Naresh ;
Nendel, Claas ;
O'Leary, Garry J. ;
Olesen, Jorgen E. ;
Ottman, Michael J. ;
Palosuo, Taru ;
Prasad, P. V. Vara ;
Priesack, Eckart ;
Pugh, Thomas A. M. ;
Reynolds, Matthew ;
Rezaei, Ehsan E. ;
RTter, Reimund P. ;
Schmid, Erwin ;
Semenov, Mikhail A. ;
Shcherbak, Iurii ;
Stehfest, Elke ;
Stockle, Claudio O. .
NATURE CLIMATE CHANGE, 2016, 6 (12) :1130-+
[34]  
Lobell DB, 2011, SCIENCE, V333, P616, DOI [10.1126/science.1204531, 10.1126/science.1206376]
[35]  
Mbow C., 2019, Special report on climate change and land, P437
[36]   Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 Earth system models [J].
Meehl, Gerald A. ;
Senior, Catherine A. ;
Eyring, Veronika ;
Flato, Gregory ;
Lamarque, Jean-Francois ;
Stouffer, Ronald J. ;
Taylor, Karl E. ;
Schlund, Manuel .
SCIENCE ADVANCES, 2020, 6 (26)
[37]   The shared socio-economic pathway (SSP) greenhouse gas concentrations and their extensions to 2500 [J].
Meinshausen, Malte ;
Nicholls, Zebedee R. J. ;
Lewis, Jared ;
Gidden, Matthew J. ;
Vogel, Elisabeth ;
Freund, Mandy ;
Beyerle, Urs ;
Gessner, Claudia ;
Nauels, Alexander ;
Bauer, Nico ;
Canadell, Josep G. ;
Daniel, John S. ;
John, Andrew ;
Krummel, Paul B. ;
Luderer, Gunnar ;
Meinshausen, Nicolai ;
Montzka, Stephen A. ;
Rayner, Peter J. ;
Reimann, Stefan ;
Smith, Steven J. ;
van den Berg, Marten ;
Velders, Guus J. M. ;
Vollmer, Martin K. ;
Wang, Ray H. J. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2020, 13 (08) :3571-3605
[38]   Exploring uncertainties in global crop yield projections in a large ensemble of crop models and CMIP5 and CMIP6 climate scenarios [J].
Mueller, Christoph ;
Franke, James ;
Jaegermeyr, Jonas ;
Ruane, Alex C. ;
Elliott, Joshua ;
Moyer, Elisabeth ;
Heinke, Jens ;
Falloon, Pete D. ;
Folberth, Christian ;
Francois, Louis ;
Hank, Tobias ;
Izaurralde, R. Cesar ;
Jacquemin, Ingrid ;
Liu, Wenfeng ;
Olin, Stefan ;
Pugh, Thomas A. M. ;
Williams, Karina ;
Zabel, Florian .
ENVIRONMENTAL RESEARCH LETTERS, 2021, 16 (03)
[39]   Global gridded crop model evaluation: benchmarking, skills, deficiencies and implications [J].
Mueller, Christoph ;
Elliott, Joshua ;
Chryssanthacopoulos, James ;
Arneth, Almut ;
Balkovic, Juraj ;
Ciais, Philippe ;
Deryng, Delphine ;
Folberth, Christian ;
Glotter, Michael ;
Hoek, Steven ;
Iizumi, Toshichika ;
Izaurralde, Roberto C. ;
Jones, Curtis ;
Khabarov, Nikolay ;
Lawrence, Peter ;
Liu, Wenfeng ;
Olin, Stefan ;
Pugh, Thomas A. M. ;
Ray, Deepak K. ;
Reddy, Ashwan ;
Rosenzweig, Cynthia ;
Ruane, Alex C. ;
Sakurai, Gen ;
Schmid, Erwin ;
Skalsky, Rastislav ;
Song, Carol X. ;
Wang, Xuhui ;
de Wit, Allard ;
Yang, Hong .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2017, 10 (04) :1403-1422
[40]   Increasing CO2 threatens human nutrition [J].
Myers, Samuel S. ;
Zanobetti, Antonella ;
Kloog, Itai ;
Huybers, Peter ;
Leakey, Andrew D. B. ;
Bloom, Arnold J. ;
Carlisle, Eli ;
Dietterich, Lee H. ;
Fitzgerald, Glenn ;
Hasegawa, Toshihiro ;
Holbrook, N. Michele ;
Nelson, Randall L. ;
Ottman, Michael J. ;
Raboy, Victor ;
Sakai, Hidemitsu ;
Sartor, Karla A. ;
Schwartz, Joel ;
Seneweera, Saman ;
Tausz, Michael ;
Usui, Yasuhiro .
NATURE, 2014, 510 (7503) :139-+