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气候因素对水稻单产影响的实证分析—基于湖北农户层面的分层模型

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  • 1. 西南大学经济管理学院,重庆 400715;
    2. 华中农业大学经济管理学院,武汉 430070
尹朝静(1989- ),男,四川内江人,博士,讲师,主要从事农业技术经济学和资源与环境经济学研究。E-mail: yinchaojing@163.com *通信作者简介:李谷成(1982- ),男,湖南长沙人,教授,博士生导师,主要从事农业技术经济研究。E-mail: lgcabc@mail.hzau.edu.cn

收稿日期: 2016-03-15

  修回日期: 2016-10-07

  网络出版日期: 2017-08-20

基金资助

国家自然科学基金国际合作项目(71461010701); 国家自然科学基金项目(71273103); 国家“万人计划”青年拔尖人才支持计划

An Empirical Analysis of Climatic Factors Impact on Rice Yield—Based on the Hierarchical Model at Household Level

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  • 1. College of Economics & Management, Southwest University, Chongqing 400715, China;
    2. College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China;

Received date: 2016-03-15

  Revised date: 2016-10-07

  Online published: 2017-08-20

Supported by

International Cooperation of the National Natural Science Foundation of China, No. 71461010701National Natural Science Foundation of China, No. 71273103National Youth Top-notch Talent Support Program.

摘要

温度、降水及高温热害等气候条件与水稻生产息息相关。论文基于2003—2011年湖北农户层面的2 610个样本数据及气象数据,在考察湖北地区水稻生长期高温热害时空变化特征的基础上,建立了水稻单产及其影响因素的分层模型,重点探讨了温度、降水、极端高温等气候因素对湖北水稻单产的影响,并检验了温度、降水对水稻单产的非线性影响。研究发现,湖北省高温热害呈现明显的时空变化特征。2003—2011年湖北省高温热害呈先降后增的变化趋势,伴随“V”型波动。空间上,高温热害在鄂中和鄂东地区比较严重,鄂西地区和江汉平原则相对更轻。另一方面,气候因素对水稻单产的影响存在明显差异。温度对水稻单产具有显著的促进作用,且两者间存在显著的倒“U”关系,降水对水稻单产的影响并不显著,而高温热害对水稻单产具有显著的负向影响。另外,机械、劳动等要素投入与农田水利等基础设施建设能够显著提高水稻单产。因此,加强对湖北省气象因素的预警及预报,改善农田水利设施、优化播种期、选择适宜品种等方式对于提高水稻单产具有重要意义。

本文引用格式

尹朝静, 李谷成, 高雪 . 气候因素对水稻单产影响的实证分析—基于湖北农户层面的分层模型[J]. 自然资源学报, 2017 , 32(8) : 1433 -1444 . DOI: 10.11849/zrzyxb.20160271

Abstract

Climatic conditions, such as temperature, precipitation and high temperature damage, are closely related to rice yield. Based on 2 610 sampled data from farmer households and meteorological data in Hubei Province during 2003-2011, the spatial-temporal variations of heat damage in rice growing period were studied and a hierarchical model about rice yield and its factors was established in order to find the effects of temperature, precipitation and heat damage on rice yield as well as the nonlinear relations. The results are as follows. High temperature damage shows obvious spatial and temporal variation in Hubei Province. Temporally, high temperature damage shows a trend which first decline and then rise. Spatially, it is more serious in central and eastern regions, but less serious in western part and Jianghan Plain. Climate factors have obviously different impacts on rice yield, while high temperature harm has a significant negative effect on rice yield, and there is a significant inverted “U” relationship between the temperature and the rice yield. The influence of precipitation on rice yield is not significant. Besides, the input such as machinery and labor, and infrastructures such as irrigation, can improve rice yield significantly. Therefore, we can enhance the rice yield in Hubei Province by ways of strengthening meteorological disaster alarming and forecasting, improving farmland water conservancy facilities, optimizing sowing and selecting suitable varieties.

参考文献

[1] SCHLENKER W, MICHAEL H W, FISHER A C. Water availability, degree days and the potential impact of climate change on irrigated agriculture in California [J]. Climatic Change, 2007, 81(1): 19-38.
[2] 矫梅燕, 周广胜, 陈振林. 气候变化对中国农业影响评估报告(No.1)[M]. 北京: 社会科学文献出版社, 2014. [JIAO M Y, ZHOU G S, CHEN Z L. Assessment Report of Climatic Change Impacts on Agriculture in China (No.1). Beijing: Social Sciences Academic Press, 2014. ]
[3] LI Z G, LIU Z H, ANDERSON W, et al. Chinese rice production area adaptations to climate changes, 1949-2010 [J]. Environment Science and Technology, 2015, 49 (4): 2032-2037.
[4] 朱珠, 陶福禄, 娄运生, 等. 江苏省水稻产量对气候变化的敏感性研究--基于县级和站点尺度 [J]. 资源科学, 2013, 35(5): 1035-1043. [ZHU Z, TAO F L, LOU Y S, et al. Rice yield sensitivity to climate change in Jiangsu Province. Resources Science, 2013, 35(5): 1035-1043. ]
[5] 侯雯嘉, 耿婷, 陈群, 等. 近20年气候变暖对东北水稻生育期和产量的影响 [J]. 应用生态学报, 2015, 26(1): 249-259. [HOU W J, GENG T, CHEN Q, et al. Impacts of climate warming on growth period and yield of rice in Northeast China during recent two decades. Chinese Journal of Applied Ecology, 2015, 26(1): 249-259. ]
[6] 孙卫国,程炳岩,杨沈斌等.区域气候变化对华东地区水稻产量的影响 [J]. 中国农业气象, 2011, 32(2): 227-234. [SUN W G, CHEN B Y, YANG S B, et al. Impact of the regional climate variations on rice yield in East China. Chinese Journal of Agrometeorology, 2011, 32(2): 227-234. ]
[7] 陈超, 庞艳梅, 张玉芳, 等. 四川单季稻产量对气候变化的敏感性和脆弱性研究 [J]. 自然资源学报, 2016, 31(2): 331-342. [CHEN C, PANG Y M, ZHANG Y F, et al. Study on the sensitivity and vulnerability of single cropping rice yield to climate change in Sichuan. Journal of Natural Resources, 2016, 31(2): 331-342. ]
[8] LOBELL D B, HAMMER G L, MCLEAN G. The critical role of extreme heat for maize production in the United States [J]. Nature Climate Change, 2013, 3(5): 497-501.
[9] 姚凤梅, 张佳华, 孙白妮, 等. 气候变化对中国南方稻区水稻产量影响的模拟和分析 [J]. 气候与环境研究, 2007, 12(5): 659-666. [YAO F M, ZHANG J H, SUN B N, et al. Simulation and analysis of effects of climate change on rice yields in southern China. Climatic and Environmental Research, 2007, 12(5): 659-666. ]
[10] 杨沈斌, 申双和, 赵小艳, 等. 气候变化对长江中下游稻区水稻产量的影响 [J]. 作物学报, 2010, 36(9): 1519-1528. [YANG S B, SHEN S H, ZHAO X Y, et al. Impacts of climate changes on rice production in the middle and lower reaches of the Yangtze River. Acta Agronomica Sinica, 2010, 36(9): 1519-1528. ]
[11] LOBELL D B, BURKE M B. On the use of statistical models to predict crop yield responses to climate change [J]. Agricultural and Forest Meteorology, 2010, 150(11): 1443-1452.
[12] HUANG J K, WANG Y J, WANG J X. Farmers' adaptation to extreme weather events through farm management and its impacts on the mean and risk of rice yield in China [J]. American Journal of Agricultural Economics, 2015, 97(2): 602-617.
[13] WANG J X, YANG Y, HUANG J K, et al. Information provision, policy support, and farmers' adaptive responses against drought: An empirical study in the North China Plain [J]. Ecological Modelling, 2015, 318: 275-282.
[14] 周曙东, 朱红根. 气候变化对中国南方水稻产量的经济影响及其适应策略 [J]. 中国人口·资源与环境, 2010, 20(10): 152-157. [ZHOU S D, ZHU H G. Economic analysis of climate change impact on the rice yield in southern China and its adaptive strategy. China Population, Resources and Environment, 2010, 20(10): 152-157.]
[15] 朱晓莉, 王筠菲, 周宏. 气候变化对江苏省水稻产量的贡献率分析 [J]. 农业技术经济, 2013(4): 53-58. [ZHU X L, WANG J F, ZHOU H. Contribution rate analysis of climate change impact on rice yield in Jiangsu Province. Journal of Agricultural Economic, 2013(4): 53-58. ]
[16] SCHLENKER W, ROBERTS M J. Nonlinear temperature effects indicate severe damages to U.S crop yields under climate change [J]. Proceedings of the National Academy of Science of the United States of America, 2009, 106(37): 15594-15598.
[17] THORNTON P K, JONES P G, ALAGARSWAMY G, et al. Spatial variation of crop yield response to climate change in East Africa [J]. Global Environmental Change, 2009, 19(1): 54-65.
[18] 万素琴, 陈晨, 刘志雄, 等. 气候变化背景下湖北省水稻高温热害时空分布 [J]. 中国农业气象, 2009, 30(S2): 316-319. [WAN S Q, CHEN C, LIU Z X, et al. Space-time distribution of heat injury on rice in Hubei Province under climate change. Chinese Journal of Agrometeorology, 2009, 30(S2): 316-319. ]
[19] 王品, 魏星, 张朝, 等. 气候变暖背景下水稻低温冷害和高温热害的研究进展 [J]. 资源科学, 2014, 36(11): 2316-2326. [WANG P, WEI X, ZHANG C, et al. A review of cold and heat damage to rice growth under global warming. Resources Science, 2014, 36(11): 2316-2326. ]
[20] 陈升孛, 刘安国, 张亚杰, 等. 气候变化背景下湖北省水稻高温热害变化规律研究 [J]. 气象与减灾研究, 2013, 36(2): 51-56. [CHEN S B, LIU A G, ZHANG Y J, et al. Dynamic variations of heat injury on rice in Hubei Province under climate change. Meteorology and Disaster Reduction Research, 2013, 36(2): 51-56. ]
[21] 冯明, 刘可群, 毛飞. 湖北省气候变化与主要农业气象灾害的响应 [J]. 中国农业科学, 2007, 40(8): 1646-1653. [FENG M, LIU K Q, MAO F. Climate change and main response to agrometeorogical disasters in Hubei Province. Scientia Agricultura Sinica, 2007, 40(8): 1646-1653.]
[22] 刘敏, 万素琴, 刘安国, 等. 湖北省农业气候资源和灾害变化及对水稻生产的影响 [M]. 北京: 气象出版社, 2012. [LIU M, WANG S Q, LIU A G, et al. Agricultural Climatic Resources, Disasters Change and Its Impact on Rice Production in Hubei Province. Beijing: China Meteorological Press, 2012. ]
[23] 谢志清, 杜银, 高苹, 等. 江淮流域水稻高温热害灾损变化及应对策略 [J]. 气象, 2013, 39(6): 774-781. [XIE Z Q, DU Y, GAO P, et al. Impact of high-temperature on single cropping rice over Yangtze-Huaihe rivers and response measures. Meteorological Monthly, 2013, 39(6): 774-781. ]
[24] 高素华, 王培娟, 万素琴, 等. 长江中下游高温热害及对水稻的影响 [M]. 北京: 气象出版社, 2009. [GAO S H, WANG P J, WAN S Q, et al. Heat Damage and Its Impacts on Rice Production in the Middle and Lower Reaches of the Yangtze River. Beijing: China Meteorological Press, 2009. ]
[25] 国家统计局. 中国统计年鉴 [M]. 北京: 中国统计出版社, 2004-2012. [National Bureau of Statistics of China. China Statistical Yearbook. Beijing: China Statistics Press, 2004-2012. ]
[26] 黄维, 邓祥征, 何书金, 等. 中国气候变化对县域粮食产量影响的计量经济分析 [J]. 地理科学进展, 2010, 29(6): 677-683. [HUANG W, DENG X Z, HE S J, et al. An econometric analysis on the impacts of climatic change on grain production at counties of China. Progress in Geography, 2010, 29(6): 677-683. ]
[27] 任义方, 高苹, 王春乙. 江苏高温热害对水稻的影响及成因分析 [J]. 自然灾害学报, 2010, 19(5): 101-107. [REN Y F, GAO P, WANG C Y. High temperature damage to paddy rice in Jiangsu Province and its cause analysis. Journal of Natural Disasters, 2010, 19(5): 101-107. ]
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