Skip to main content

Advertisement

Log in

Increasing concentrations of aerosols offset the benefits of climate warming on rice yields during 1980–2008 in Jiangsu Province, China

  • Original Article
  • Published:
Regional Environmental Change Aims and scope Submit manuscript

Abstract

The impacts of climate change on crop yield have increasingly been of concern. In this study, we investigated the impacts of trends in sunshine duration (S) and maximum temperature (T max) on rice yields in Jiangsu Province at both the provincial and county level during the period from 1980 to 2008. The results showed that although S and T max both were positively correlated with rice yields, the combined impacts of the decreasing trend of S (0.37 h/decade) and the increasing trend of T max (0.34 °C/decade) in August caused a reduction of 0.16 t ha−1 in rice yields (approximately 1.8 %) in Jiangsu Province, and the trend of S had played a dominant role in the yield losses. Further analyses suggest that the increasing concentration of aerosols from rapid economic development in Jiangsu Province has caused a significant solar dimming at least since 1960, making mitigations and adaptation measurements on regional haze impact imperative. Our study provides a prototype for detecting negative feedback on agricultural production caused by intensified anthropogenic activities that aim only to create rapid economic development.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Almaraz JJ, Mabood F, Zhou X, Gregorich EG, Smith DL (2008) Climate change, weather variability and corn yield at a higher latitude locale: Southwestern Quebec. Clim Change 88:187–197

    Article  Google Scholar 

  • Almorox J, Hontoria C (2004) Global solar radiation estimation using sunshine duration in Spain. Energy Convers Manage 45:1529–1535

    Article  Google Scholar 

  • Apaydin H, Sonmez FK, Yildirim YE (2004) Spatial interpolation techniques for climate data in the GAP region in Turkey. Clim Res 28:31–40

    Article  Google Scholar 

  • Avnery S, Mauzerall DL, Liu J, Horowitz LW (2011a) Global crop yield reductions due to surface ozone exposure: 1. Year 2000 crop production losses and economic damage. Atmos Environ 45:2284–2296

    Article  CAS  Google Scholar 

  • Avnery S, Mauzerall DL, Liu J, Horowitz LW (2011b) Global crop yield reductions due to surface ozone exposure: 2. Year 2030 potential crop production losses and economic damage under two scenarios of O3 pollution. Atmos Environ 45:2297–2309

    Article  CAS  Google Scholar 

  • Chen C, Lei C, Deng A, Qian C, Hoogmoed W, Zhang W (2011) Will higher minimum temperatures increase corn production in Northeast China? An analysis of historical data over 1965–2008. Agric For Meteorol 151:1580–1588

    Article  Google Scholar 

  • Ertekin C, Yaldiz O (1999) Estimation of monthly average daily global radiation on horizontal surface for Antalya, Turkey. Renew Energy 17:95–102

    Article  Google Scholar 

  • Evans LT (1993) Crop evolution, adaptation and yield. Cambridge University Press, Cambridge, pp 146–152

    Google Scholar 

  • Gopinathan K (1988) A general formula for computing the coefficients of the correlation connecting global solar radiation to sunshine duration. Sol Energy 41:499–502

    Article  Google Scholar 

  • Imai R, Wen JQ, Sasaki K, Oono K (2005) Diverse mechanisms of low-temperature stress response in rice. In: Toriyama K, Heong KL, Hardy B (eds) Rice is life: scientific perspectives for the 21st century. Proceedings of the World Rice Research Conference held in Tokyo and Tsukuba. Japan, 4–7 November 2004. International Rice Research Institute, Los Baños, Philippines and Japan. International Research Center for Agricultural Sciences, Tsukuba, Japan, pp 54–56

  • International Rice Research Institute (1975) Major research in upland rice. Los Baños, Philippines

    Google Scholar 

  • IPCC (2007) Climate Change 2007: The physical science basis summary for policymakers contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996 pp

  • Jiangsu Bureau of Statistics (2008) Jiangsu statistical yearbook. Jiangsu Statistics Press, Beijing

    Google Scholar 

  • Kaiser DP (2002) Decreasing trends in sunshine duration over China for 1954–1998: indication of increased haze pollution? Geophys Res Lett. doi:10.1029/2002GL016057

    Google Scholar 

  • Kaiser D, Tao S, Fu C, Zeng Z, Zhang Q, Wang WC, Karl T (1993) Climate data bases of the People’s Republic of China, 1841–1988, Department of Energy Technical Report, TR-055

  • Li HB, Wang J, Liu AM, Liu KD, Zhang Q, Zou JS (1997) Genetic basis of low-temperature-sensitive sterility in indica-japonica hybrids of rice as determined by RFLP analysis. Theor Appl Genet 95:1092–1097

    Article  CAS  Google Scholar 

  • Li W, Hou M, Xin J (2011) Low-cloud and sunshine duration in the low-latitude belt of South China for the period 1961–2005. Theor Appl Climatol 104:473–478

    Google Scholar 

  • Liepert BG (2002) Observed reductions of surface solar radiation at sites in the United States and worldwide from 1961 to 1990. Geophys Res Lett. doi:10.1029/2002GL014910

    Article  Google Scholar 

  • Liu YS, Wang JY, Long HL (2009) Analysis of arable land loss and its impact on rural sustainability in Southern Jiangsu Province of China. J Environ Manage 91:646–653

    Article  Google Scholar 

  • Lobell DB (2007) Changes in diurnal temperature range and national cereal yields. Agric For Meteorol 145:229–238

    Article  Google Scholar 

  • Lobell D (2010) Crop responses to climate: time-series models. In: Lobell D, Burke M (eds) Climate change and food security: adapting agriculture to a warmer world. Springer, New York, pp 85–97

    Chapter  Google Scholar 

  • Lobell DB, Burke MB (2010) On the use of statistical models to predict crop yield responses to climate change. Agric For Meteorol 150:1443–1452

    Article  Google Scholar 

  • Lobell DB, Field CB (2007) Global scale climate–crop yield relationships and the impacts of recent warming. Environ Res Lett 2:014002

    Article  Google Scholar 

  • Lobell DB, Schlenker W, Costa-Roberts J (2011) Climate trends and global crop production since 1980. Science 333:616–620

    Article  CAS  Google Scholar 

  • National Bureau of Statistics of China (2010) China statistical yearbook. China Statistics Press, Beijing

    Google Scholar 

  • Nicholls N (1997) Increased Australian wheat yield due to recent climate trends. Nature 387:484–485

    Article  CAS  Google Scholar 

  • Nishiyama I (1976) Effects of temperature on the vegetative growth of rice plants. In: International Rice Research Institute (ed) Climate and rice. International Rice Research Institute, Los Baños, pp 159–186

    Google Scholar 

  • Peng S, Huang J, Sheehy JE, Laza RC, Visperas RM, Zhong X, Centeno GS, Khush GS, Cassman KG (2004) Rice yields decline with higher night temperature from global warming. Proc Natl Acad Sci USA 101:9971–9975

    Article  CAS  Google Scholar 

  • Piao S, Ciais P, Huang Y, Shen Z, Peng S, Li J, Zhou L, Liu H, Ma Y, Ding Y, Friedlingstein P, Liu C, Tan K, Yu Y, Zhang T, Fang J (2010) The impacts of climate change on water resources and agriculture in China. Nature 467:43–51

    Article  CAS  Google Scholar 

  • Pinker RT, Zhang B, Dutton EG (2005) Do satellites detect trends in surface solar radiation? Science 308:850–854

    Article  CAS  Google Scholar 

  • Rowhani P, Lobell DB, Linderman M, Ramankutty N (2011) Climate variability and crop production in Tanzania. Agric For Meteorol 151:449–460

    Article  Google Scholar 

  • Sass RL (2002) Photosynthate allocations in rice plants: food production or atmospheric methane? Proc Natl Acad Sci USA 99:11993–11995

    Article  CAS  Google Scholar 

  • Sheehy JE, Mitchell P, Ferrer AB (2006) Decline in rice grain yields with temperature: models and correlations can give different estimates. Field Crop Res 98:151–156

    Article  Google Scholar 

  • Stanhill G, Cohen S (2001) Global dimming: a review of the evidence for a widespread and significant reduction in global radiation with discussion of its probable causes and possible agricultural consequences. Agric For Meteorol 107:255–278

    Article  Google Scholar 

  • Stansel JW (1975) Effective utilization of sunlight. In: Texas Agricultural Experiment Station, in cooperation with the U.S. Department of Agriculture. Six decades of rice research in Texas Res Monogr 4, pp 43–50

  • Stansel JW, Bollich CN, Thysell JR, Hall VL (1965) The influence of light intensity and nitrogen fertility on rice yields components. Rice J 68(4):34–35, 49

    Google Scholar 

  • Sun W, Huang Y (2011) Global warming over the period 1961–2008 did not increase high-temperature stress but did reduce low-temperature stress in irrigated rice across China. Agric For Meteorol 151:1193–1201

    Article  Google Scholar 

  • Tao F, Yokozawa M, Xu Y, Hayashi Y, Zhang Z (2006) Climate changes and trends in phenology and yields of field crops in China, 1981–2000. Agric For Meteorol 138:82–92

    Article  Google Scholar 

  • Tao F, Yokozawa M, Liu J, Zhang Z (2008) Climate–crop yield relationships at provincial scales in China and the impacts of recent climate trends. Clim Res 38:83–94

    Article  Google Scholar 

  • Thompson LM (1975) Weather variability, climatic change, and grain production. Science 188:535–541

    Article  CAS  Google Scholar 

  • Thompson LM (1986) Climatic change, weather variability, and corn production. Agron J 78:649–653

    Article  Google Scholar 

  • Trenberth KE, Jones PD, Ambenje P, Bojariu R, Easterling D, Klein A, Soden B, Zhai P (2007) Observations: surface and atmospheric climate change. In: Solomon S et al (eds) Climate change 2007: the physical science basis: working group I contribution to the fourth assessment report of the IPCC. Cambridge Univ. Press, Cambridge, pp 235–336

    Google Scholar 

  • Wang X, Mauzerall DL (2004) Characterizing distributions of surface ozone and its impact on grain production in China, Japan and South Korea: 1990 and 2020. Atmos Environ 38:4383–4402

    Article  CAS  Google Scholar 

  • Wang SW, Ma SQ, Chen L, Wang Q, Huang JB (2009) Chilling injury of crops. China Meteorological Press, Beijing (in Chinese)

    Google Scholar 

  • Yang W, Peng S, Laza RC, Visperas RM, Dionisio-Sese ML (2008) Yield gap analysis between dry and wet season rice crop growth under high-yielding management conditions. Agron J 100:1390–1395

    Article  Google Scholar 

  • Yang Y, Zhao N, Hao X, Li C (2009) Decreasing trend of sunshine hours and related driving forces in North China. Theor Appl Climatol 97:91–98

    Article  Google Scholar 

  • Yoshida S (1981) Fundamentals of rice crop science. International Rice Research Institute, Los Baños

    Google Scholar 

  • Zhang T, Huang Y (2012) Estimating the impacts of warming trends on wheat and maize in China from 1980 to 2008 based on county level data. Int J Climatol. doi:10.1002/joc.3463

    Google Scholar 

  • Zhang T, Zhu J, Wassmann R (2010) Responses of rice yields to recent climate change in China: an empirical assessment based on long-term observations at different spatial scales (1981–2005). Agric For Meteorol 150:1128–1137

    Article  Google Scholar 

  • Zheng X, Kang W, Zhao T, Luo Y, Duan C, Chen J (2008) Long-term trends in sunshine duration over Yunnan-Guizhou Plateau in Southwest China for 1961–2005. Geophys Res Lett 35:L15707

    Article  Google Scholar 

  • Zheng Y, Guan F, Cai Z, Wu R, Liu J (2011) Variation of surface solar radiation over the Central and East of Southern China. J Appl Meteorol Sci 22(3):312–320 (in Chinese)

    Google Scholar 

Download references

Acknowledgments

This study was funded by the National Basic Research Program of China (2012CB955404), the Fundamental Research Funds from the Central Universities, the International Cooperation Project funded by the Ministry of Science and Technology of China (2012DFG20710), and the State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University (2010-ZY-10, 2011-KF-06). We would also like to express our gratitude toward Editor Wolfgang Cramer for comments and suggestions on earlier draft of the article.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Zhao Zhang or Peijun Shi.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Shuai, J., Zhang, Z., Liu, X. et al. Increasing concentrations of aerosols offset the benefits of climate warming on rice yields during 1980–2008 in Jiangsu Province, China. Reg Environ Change 13, 287–297 (2013). https://doi.org/10.1007/s10113-012-0332-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10113-012-0332-3

Keywords

Navigation