Skip to main content
Log in

Heat injury risk assessment for single-cropping rice in the middle and lower reaches of the Yangtze River under climate change

  • Published:
Journal of Meteorological Research Aims and scope Submit manuscript

Abstract

Under global warming, the risk of heat injury for crops increases, which leads to increasing instability in agricultural production. In this study, based on phenological observation data and yield data during 1981-2011 and daily meteorological data during 1961-2011 in the middle and lower reaches of the Yangtze River (MLRYR), the risk of heat injury for single-cropping rice in this area and its response to climate change were assessed and analyzed. The risk was decomposed into such elements as hazard, exposure, vulnerability, and disaster prevention/mitigation capacity, in accordance with natural disaster risk assessment theory and the formation mechanisms of agrometeorological disasters.

First, a hazard assessment model was established to identify spatiotemporal variations of the heat injury in the MLRYR during 1961-2011, and the relationship between heat injury hazard and air temperature was analyzed to identify the response of hazard to climate change. It was found that the heat injury hazard of single-cropping rice was positively correlated with the mean and maximum temperatures during the rice heading period of 20 days, with the hazard increasing sharply when the mean temperature exceeded 26.5°C and the maximum temperature exceeded 31°C. Then, exposure, vulnerability, and disaster prevention/mitigation capacity were also quantitatively examined. The results show that vulnerability and hazard were the two most important factors in the heat injury risk assessment for single-cropping rice at most stations in the MLRYR.

The risk assessment considering only the first three natural elements produced high-risk values (> 0.46) mainly in the northeast of the study area. By adding the regional capability in disaster prevention/mitigation into account, the risk assessment produced high-risk values in a much smaller area in the northeast but some-what larger areas in the southwest of the study domain. In general, the risk of heat injury differed greatly within the MLRYR. Particular rice varieties should be adopted for specific regions, according to the local risk features quantified by this study. Under the warming climate, the risk of heat injury for single-cropping rice is likely to continue to increase.

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.

Similar content being viewed by others

References

  • Boote, K. J., N. B. Pickering, J. T. Baker, et al., 1994: Modeling leaf and canopy photosynthesis of rice in response to carbon dioxide and temperature. International Rice Research Notes, 19, 47–48.

    Google Scholar 

  • Cai Jingjing, Wang Chunyi, and Zhang Jiquan, 2013: An assessment of the drought disaster and chilling injury hazard for maize in the various growth stages in Northeast China. Acta Meteor. Sinica, 71, 976986. (in Chinese)

    Google Scholar 

  • Ding Yihui, Ren Guoyu, Shi Guangyu, et al., 2006: National assessment report of climate change (I): Climate change in China and its future trend. Adv. Climate Change Res., 2, 3–8. (in Chinese)

    Google Scholar 

  • Fang Xiuqi and Sheng Jingfen, 2000: Human adaptation to climate change: A case study of changes in paddy planting area in Heilongjiang Province. J. Nat. Resour., 15, 213–217. (in Chinese)

    Google Scholar 

  • Feng Ming, Liu Anguo, Wu Yicheng, et al., 2008: GB/T 21985–2008 Temperature Index of High Temperature Harm for Main Crops. Beijing, 6 pp. (in Chinese)

    Google Scholar 

  • Gao Suhua and Wang Peijuan, 2009: The Influence of High Temperature Heat Harm on Rice in the Lower and Middle Reaches of the Yangtze River. China Meteorological Press, Beijing, 1–3. (in Chinese)

    Google Scholar 

  • Gao Xiaorong, Wang Chunyi, Zhang Jiquan, et al., 2014: Risk assessment and zoning of the main meteorological disasters for maize in Northeast China. Scientia Agri. Sinica, 47, 4805–4820. (in Chinese)

    Google Scholar 

  • Guo Jianping, Zhao Junfang, Wu Dingrong, et al., 2014: Attribution of maize yield increase in China to climate change and technological advancement between 1980 and 2010. J. Meteor. Res., 28, 1168–1181, doi: 10.1007/s13351-014-3061-3.

    Article  Google Scholar 

  • Huo Zhiguo and Wang Shili, 2009: Agricultural and Biological Meteorological Disasters. China Meteorological Press, Beijing, 72–75. (in Chinese)

    Google Scholar 

  • IPCC, 2013: Climate Change 2013: The Physical Science Basis. Cambridge University Press, Cambridge, 1–300.

    Google Scholar 

  • IPCC, 2014: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Cambridge University Press, Cambridge, 1–44.

    Google Scholar 

  • Li Shikui, Huo Zhiguo, Wang Suyan, et al., 2004: Risk evaluation system and models of agrometeorological disasters. J. Nat. Disast., 13, 77–87. (in Chinese)

    Google Scholar 

  • Li Zhengguo, Yang Peng, Tang Huajun, et al., 2011: Trend analysis of typical phenophases of major crops under climate change in the three provinces of Northeast China. Scientia Agric. Sinica, 44, 41804189. (in Chinese)

    Google Scholar 

  • Liu Jun, Yue Wei, and Deng Bin, 2011: High temperature damage indexes and characteristics of single-season rice in Jianghuai area. J. Agric. Catastrophol., 1, 63–66. (in Chinese)

    Google Scholar 

  • Liu Yansui, Liu Yu, and Guo Liying, 2010: Impact of climatic change on agricultural production and response strategies in China. Chin. J. Eco-Agric., 18, 905–910. (in Chinese)

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Ma Shuqing, Wang Qi, and Luo Xinlan, 2008: Effect of climate change on maize (Zea mays) growth and yield based on stage sowing. Acta Ecol. Sinica, 28, 2131–2139. (in Chinese)

    Google Scholar 

  • Matsui, T., K. Omasa, and T. Horie, 2001: The difference in sterility due to high temperatures during the flowering period among japonica-rice varieties. Plant Prod. Sci., 4, 90–93.

    Article  Google Scholar 

  • Piao, S. L., P. Ciais, Y. Huang, et al., 2010: The impacts of climate change on water resources and agriculture in China. Nature, 467, 43–51.

    Article  Google Scholar 

  • Ren Yifang, Gao Ping, and Wang Chunyi, 2010: High temperature damage to paddy rice in Jiangsu Province and its cause analysis. J. Nat. Disast., 19, 101–107. (in Chinese)

    Google Scholar 

  • Tang Guoli and Ding Yihui, 2006: The changes in temperature and its possible causes in Nanjing in recent 44 years. Chinese J. Atmos. Sci., 30, 56–68. (in Chinese)

    Google Scholar 

  • Tao, F. L., S. Zhang, and Z. Zhang, 2013: Changes in rice disasters across China in recent decades and the meteorological and agronomic causes. Reg. Environ. Change, 13, 743–759.

    Article  Google Scholar 

  • Tian Xiaohai, M. Tsutomu, Li Shouhua, et al., 2007: High temperature stress on rice anthesis: Research progress and prospects. Chinese J. Appl. Ecol., 18, 2632–2636. (in Chinese)

    Google Scholar 

  • Wang Chunyi, Cai Jingjing, and Zhang Jiquan, 2015a: Risk assessment of drought and chilling injury of maize in Northeast China. Trans. Chin. Soc. Agric. Engin., 31, 238–245. (in Chinese)

    Google Scholar 

  • Wang Chunyi, Zhang Jiquan, Huo Zhiguo, et al., 2015b: Prospects and progresses in the research of risk assessment of agro-meteorological disasters. Acta Meteor. Sinica, 73, 1–19. (in Chinese)

    Google Scholar 

  • Wang Pin, Wei Xing, Zhang Zhao, et al., 2014a: A review of cold injury and heat damage to rice growth under global warming. Resour. Sci., 36, 2316–2326. (in Chinese)

    Google Scholar 

  • Wang, P., Z. Zhang, X. Song, et al., 2014b: Temperature variations and rice yields in China: Historical contributions and future trends. Climatic Change, 124, 777–789.

    Article  Google Scholar 

  • Wen Keqiang, 2007: The Grand Collection of China Meteorological Disasters. China Meteorological Press, Beijing, 360 pp. (in Chinese)

    Google Scholar 

  • Xue Changying, Huo Zhiguo, Li Shikui, et al., 2003: Risk assessment of drought and yield losses of winter wheat in the northern part of North China. J. Nat. Disast., 12, 131–139. (in Chinese)

    Google Scholar 

  • Zhang Guilian, Chen Liyun, Lei Dongyang, et al., 2005: Progresses in research on heat tolerance in rice. Hybrid Rice, 20, 1–5. (in Chinese)

    Google Scholar 

  • Zhang, J. Q., 2004: Risk assessment for drought disaster in the maize-growing region of Songliao Plain, China. Agric. Ecosyst. Environ., 102, 133–153.

    Article  Google Scholar 

  • Zhang Jiquan and Li Ning, 2007: Quantitative Methods and Applications of Risk Assessment and Management on Main Meteorological Disasters. Beijing Normal University Press, Beijing, 79–85, 123–244. (in Chinese)

    Google Scholar 

  • Zhang Jingting, An Pingli, Pan Zhihua, et al., 2015: Adaptation to a warming-drying trend through cropping system adjustment over three decades: A case study in the northern agro-pastural ecotone of China. J. Meteor. Res., 28, 496–514, doi: 10.1007/s13351-015-4083-1.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chunyi Wang  (王春乙).

Additional information

Supported by the 12th Five-Year National Science and Technology Support Program of China for Rural Areas (2011BAD32B004) and National Natural Science Foundation of China (41175096).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Meng, L., Wang, C. & Zhang, J. Heat injury risk assessment for single-cropping rice in the middle and lower reaches of the Yangtze River under climate change. J Meteorol Res 30, 426–443 (2016). https://doi.org/10.1007/s13351-016-5186-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13351-016-5186-z

Key words

Navigation