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Research Article

Rice yields in tropical/subtropical Asia exhibit large but opposing sensitivities to minimum and maximum temperatures

Jarrod R. Welch, Jeffrey R. Vincent, Maximilian Auffhammer, Piedad F. Moya, Achim Dobermann, and David Dawe
  1. aDepartment of Economics, University of California at San Diego, La Jolla, CA 92093;
  2. bNicholas School of the Environment, Duke University, Durham, NC 27708;
  3. cDepartment of Agricultural and Resource Economics, University of California, Berkeley, CA 94720;
  4. dNational Bureau of Economic Research, Cambridge, MA 02138;
  5. eSocial Sciences Division, and
  6. fOffice of the Deputy Director General for Research, International Rice Research Institute, Los Baños, Laguna 4031, Philippines; and
  7. gAgricultural Development Economics Division, Food and Agriculture Organization of the United Nations, 00153 Rome, Italy

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PNAS August 17, 2010 107 (33) 14562-14567; https://doi.org/10.1073/pnas.1001222107
Jarrod R. Welch
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Jeffrey R. Vincent
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  • For correspondence: Jeff.Vincent@duke.edu
Maximilian Auffhammer
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Piedad F. Moya
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Achim Dobermann
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David Dawe
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  1. Edited by Gurdev S. Khush, University of California, Davis, CA, and approved July 6, 2010 (received for review January 30, 2010)

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Abstract

Data from farmer-managed fields have not been used previously to disentangle the impacts of daily minimum and maximum temperatures and solar radiation on rice yields in tropical/subtropical Asia. We used a multiple regression model to analyze data from 227 intensively managed irrigated rice farms in six important rice-producing countries. The farm-level detail, observed over multiple growing seasons, enabled us to construct farm-specific weather variables, control for unobserved factors that either were unique to each farm but did not vary over time or were common to all farms at a given site but varied by season and year, and obtain more precise estimates by including farm- and site-specific economic variables. Temperature and radiation had statistically significant impacts during both the vegetative and ripening phases of the rice plant. Higher minimum temperature reduced yield, whereas higher maximum temperature raised it; radiation impact varied by growth phase. Combined, these effects imply that yield at most sites would have grown more rapidly during the high-yielding season but less rapidly during the low-yielding season if observed temperature and radiation trends at the end of the 20th century had not occurred, with temperature trends being more influential. Looking ahead, they imply a net negative impact on yield from moderate warming in coming decades. Beyond that, the impact would likely become more negative, because prior research indicates that the impact of maximum temperature becomes negative at higher levels. Diurnal temperature variation must be considered when investigating the impacts of climate change on irrigated rice in Asia.

  • agriculture
  • climate change
  • dimming
  • diurnal temperature
  • global warming

Footnotes

  • 1To whom correspondence should be addressed. E-mail: Jeff.Vincent{at}duke.edu.
  • Author contributions: J.R.W., J.R.V., M.A., and D.D. designed research; P.F.M., A.D., and D.D. collected data; J.R.W., J.R.V., and M.A. analyzed data; and J.R.W., J.R.V., M.A., A.D., and D.D. wrote the paper.

  • The authors declare no conflict of interest.

  • This article is a PNAS Direct Submission.

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1001222107/-/DCSupplemental.

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    Rice yields in tropical/subtropical Asia exhibit large but opposing sensitivities to minimum and maximum temperatures
    Jarrod R. Welch, Jeffrey R. Vincent, Maximilian Auffhammer, Piedad F. Moya, Achim Dobermann, David Dawe
    Proceedings of the National Academy of Sciences Aug 2010, 107 (33) 14562-14567; DOI: 10.1073/pnas.1001222107

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    Rice yields in tropical/subtropical Asia exhibit large but opposing sensitivities to minimum and maximum temperatures
    Jarrod R. Welch, Jeffrey R. Vincent, Maximilian Auffhammer, Piedad F. Moya, Achim Dobermann, David Dawe
    Proceedings of the National Academy of Sciences Aug 2010, 107 (33) 14562-14567; DOI: 10.1073/pnas.1001222107
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