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.
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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.
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)
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)
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)
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)
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)
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)
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.
Huo Zhiguo and Wang Shili, 2009: Agricultural and Biological Meteorological Disasters. China Meteorological Press, Beijing, 72–75. (in Chinese)
IPCC, 2013: Climate Change 2013: The Physical Science Basis. Cambridge University Press, Cambridge, 1–300.
IPCC, 2014: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Cambridge University Press, Cambridge, 1–44.
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)
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)
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)
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)
Lobell, D. B., W. Schlenker, and J. Costa-Roberts, 2011: Climate trends and global crop production since 1980. Science, 333, 616–620.
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)
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.
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.
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)
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)
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.
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)
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)
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)
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)
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.
Wen Keqiang, 2007: The Grand Collection of China Meteorological Disasters. China Meteorological Press, Beijing, 360 pp. (in Chinese)
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)
Zhang Guilian, Chen Liyun, Lei Dongyang, et al., 2005: Progresses in research on heat tolerance in rice. Hybrid Rice, 20, 1–5. (in Chinese)
Zhang, J. Q., 2004: Risk assessment for drought disaster in the maize-growing region of Songliao Plain, China. Agric. Ecosyst. Environ., 102, 133–153.
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)
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.
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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).
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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
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DOI: https://doi.org/10.1007/s13351-016-5186-z