Negative impacts of climate change on cereal yields: statistical evidence from France

被引:121
作者
Gammans, Matthew [1 ]
Merel, Pierre [1 ,2 ]
Ortiz-Bobea, Ariel [3 ]
机构
[1] Univ Calif Davis, Dept Agr & Resource Econ, Davis, CA 95616 USA
[2] Giannini Fdn Agr Econ, Berkeley, CA USA
[3] Cornell Univ, Charles H Dyson Sch Appl Econ & Management, Ithaca, NY 14853 USA
关键词
climate change impacts; cereal yields; nonlinear temperature effects; Europe; wheat; barley Supplementary material for this article is available online; HIGH-TEMPERATURE; WHEAT; ADAPTATION; WEATHER; AGRICULTURE; GROWTH; OUTPUT;
D O I
10.1088/1748-9326/aa6b0c
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In several world regions, climate change is predicted to negatively affect crop productivity. The recent statistical yield literature emphasizes the importance of flexibly accounting for the distribution of growing-season temperature to better represent the effects of warming on crop yields. We estimate a flexible statistical yield model using a long panel from France to investigate the impacts of temperature and precipitation changes on wheat and barley yields. Winter varieties appear sensitive to extreme cold after planting. All yields respond negatively to an increase in spring-summer temperatures and are a decreasing function of precipitation about historical precipitation levels. Crop yields are predicted to be negatively affected by climate change under a wide range of climate models and emissions scenarios. Under warming scenario RCP8.5 and holding growing areas and technology constant, our model ensemble predicts a 21.0% decline in winter wheat yield, a 17.3% decline in winter barley yield, and a 33.6% decline in spring barley yield by the end of the century. Uncertainty from climate projections dominates uncertainty from the statistical model. Finally, our model predicts that continuing technology trends would counterbalance most of the effects of climate change.
引用
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页数:9
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共 37 条
[31]   Nonlinear temperature effects indicate severe damages to US crop yields under climate change [J].
Schlenker, Wolfram ;
Roberts, Michael J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (37) :15594-15598
[32]   Modelling predicts that heat stress, not drought, will increase vulnerability of wheat in Europe [J].
Semenov, Mikhail A. ;
Shewry, Peter R. .
SCIENTIFIC REPORTS, 2011, 1
[33]   Detecting inhomogeneities in Caribbean and adjacent Caribbean temperature data using sea-surface temperatures [J].
Stephenson, T. S. ;
Goodess, C. M. ;
Haylock, M. R. ;
Chen, A. A. ;
Taylor, M. A. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2008, 113 (D21)
[34]   Effect of warming temperatures on US wheat yields [J].
Tack, Jesse ;
Barkley, Andrew ;
Nalley, Lawton Lanier .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (22) :6931-6936
[35]   Impacts of extreme weather on wheat and maize in France: evaluating regional crop simulations against observed data [J].
van der Velde, Marijn ;
Tubiello, Francesco N. ;
Vrieling, Anton ;
Bouraoui, Faycal .
CLIMATIC CHANGE, 2012, 113 (3-4) :751-765
[36]   Rice yields in tropical/subtropical Asia exhibit large but opposing sensitivities to minimum and maximum temperatures [J].
Welch, Jarrod R. ;
Vincent, Jeffrey R. ;
Auffhammer, Maximilian ;
Moya, Piedad F. ;
Dobermann, Achim ;
Dawe, David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (33) :14562-14567
[37]   Growth and yield of winter wheat (Triticum aestivum) crops in response to CO2 and temperature [J].
Wheeler, TR ;
Batts, GR ;
Ellis, RH ;
Hadley, P ;
Morison, JIL .
JOURNAL OF AGRICULTURAL SCIENCE, 1996, 127 :37-48