Abstract
An ex post facto investigation of the effects of climate change on rice production over the past few decades will be helpful for planning future climate change. Here, a simulation study was carried out to evaluate the impacts of climate change on the yields, irrigation requirements, and water productivity of rice in Kaifeng, China from 1951 to 2010. The rice growth model ORYZA 2000 was adopted to simulate the yields and irrigation requirements (IR); then, water productivity in terms of irrigation water (WPI), evapotranspiration (WPET), and total water use (WPI+R) was calculated, and the Mann–Kendall test was employed to detect the trends in the variables. The reduction in yield was caused by the shortened GSL, increased temperature, and decreased hours of sunshine. The decreased seasonal IR resulted from both the increased rainfall and decreased ETc, while the latter played a dominate role. The WPI seemed not sensitivity to climate change, while WPET and WPI+R were strongly linked with climate change. More productive crop variety or changing the planting schedule could avoid the negative effects posed by global warming, stilling, and dimming.
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Ainsworth E (2008) Rice production in a changing climate: a meta-analysis of responses to elevated carbon dioxide and elevated ozone concentration. Glob Change Biol 14:1642–1650
Bachele D, Brown D, Bohm M, Russell P (1992) Climate change in Thailand and its potential impact on rice yield. Clim Change 21:347–366
Belder P, Bouman BAM, Spiertz JHJ, Lv G (2007) Exploring options for water savings in lowland rice using a modeling approach. Agric Syst 92:91–114
Boling A, Bouman BAM, Tuong TP, Murty MVR, Jatmiko SY (2007) Increasing rainfed rice productivity in central Java, Indonesia: a modeling approach using ORYZA2000. Agric Syst 92:115–139
Bouman BAM, van Laar HH (2006) Description and evaluation of the rice growth model ORYZA2000 under nitrogen-limited conditions. Agric Syst 87:249–273
Bouman BAM, van Keulen H, van Laar HH, Rabbinge R (1996) The ‘School of de Wit’ crop growth simulation models: a pedigree and historical overview. Agric Syst 52:171–198
Bouman BAM, Kropff MJ, Tuong TP, Wopereis MCS, Ten Berge HFM, Van Laar HH (2001) ORYZA2000: modelling lowland rice. International Rice Research Institute, Wageningen University and Research Centre, Los Baňos, Philippines, Wageningen, Netherlands, p 235
Cabangon RJ, Castillo EG, Bao LX, Lu G, Wang GH, Cui YL, Tuong TP, Bouman BAM, Li YH, Chen CD, Wang JZ (2001) Impact of alternate wetting and drying irrigation on rice growth and resource-use efficiency. In: Barker R, Loeve R, Li YH, Tuong TP (eds) Water-saving irrigation for rice. Proceedings of an International Workshop held in Wuhan, China, 13–25 Mar 2001. Colombo (Sri Lanka): International Water Management Institute, pp 55–80
Cabangon R, Lu G, Tuong TP, Bouman BAM, Feng Y, Zhang Z (2003) Irrigation management effects on yield and water productivity of inbred and aerobic rice varieties in Kaifeng. In: Proceedings of the First International Yellow River Forum on River Basin Management, vol. 2. The Yellow River Conservancy Publishing House, Zhengzhou, Henan, China, pp 65–76
Chen C, Qian C, Deng A, Zhang W (2012) Progressive and active adaptations of cropping system to climate change in Northeast China. Eur J Agron 38:94–103
Cheng BZ, Qin DH (2004) The collected papers of symposium on changes of climate and ecological environment. China Meteorology Press, Beijing, pp 13–20
De Silva CS, Weatherhead EK, Knox JW, Rodriguez-Diaz JA (2007) Predicting the impacts of climate change: a case study of paddy irrigation water requirements in Sri Lanka. Agric Water Manage 93:19–29
Evans LT (1993) Crop evolution, adaptation and yield. Cambridge University Press, Cambridge, pp 146–152
Feng L, Bouman BAM, Tuong TP, Cabangon RJ, Li Y, Lu G, Feng Y (2007) Exploring options to grow rice using less water in northern China using a modelling approach I. Field experiments and model evaluation. Agric Water Manage 88:1–13
Hatfield J, Boot K, Kimball B, Kimball BA, Ziska LH, Izaurralde RC, Ort D, Thomson AM, Wolfe D (2011) Climate impacts on agriculture: implications for crop production. Agron J 103:351–370
Iizumi T, Yokozawa M, Nishimori M (2011) Probability evaluation of climate impacts on paddy rice productivity in Japan. Clim Change 107:394–415
IPCC (2001) Climate change: the science of climate change. Cambridge University Press, Cambridge
IPCC (2007) Climate change: the physical science basis. IPCC Working group I fourth assessment report: summary for policymakers. IPCC, Geneva
Izaurralde RC, Rosenberg NJ, Brown RA, Allison JR, Thomson AM (2003) Integrated assessment of Hadley Centre (HadCM2) climate-change impacts on agricultural productivity and irrigation water supply in the conterminous United States. Part II. Regional agricultural production in 030 and 095. Agric For Meteorol 117:97–122
Kang Y, Khan S, Ma X (2009) Climate change impacts on crop yield, crop water productivity and food security: a review. Prog Nat Sci 19:1665–1674
Kendall MG (1955) Rank correlation methods, 2nd edn. Charles Griffin & Co. Ltd, London
Kim HY, Ko JH, Kang SC, Tenhunen J (2013) Impacts of climate change on paddy rice yield in a temperate climate. Glob Change Biol 19:548–562
Li Y, Barker R (2004) Increasing water productivity for paddy irrigation in China. Paddy Water Environ 2:187–193
Matthews R, Kropff M, Horie T, Bachelet D (1997) Simulating the impact of climate change on rice production in Asia and evaluating options for adaption. Agric Syst 54:399–425
Meza FJ, Silva D, Vigil H (2008) Climate change impacts on irrigated maize in Mediterranean climates. Evaluation of double cropping as an emerging adaptation alternative. Agric Syst 98:21–30
Milly PCD, Dunne KA, Vecchia AV (2005) Global pattern of trends in stream flow and water availability in a changing climate. Nature 438:347–350
Mitchell JM, Dzerdzeevskii B, Flohn H, Hofmeyr WL, Lamb HH, Rao KN, Wallen CC (1966) Climatic change, technical note no. 79, World Meteorological Organization, Geneva, p 79
Molden D (1997) Accounting for water use and productivity. SWIM Paper 1. International Irrigation Management Institute, Colombo, Sri Lanka, p 16
Oki T, Kanae S (2006) Global hydrological cycles and world water resources. Science 313:1068–1072
Saseendran SA, Singh KK, Rathore LS, Singh SV, Sinha SK (2000) Effects of climate change on rice production in the tropical humid climate of Kerala, India. Clim Change 44:495–514
Shahid S (2011) Impact of climate change on irrigation water demand of dry season Boro rice in northwest Bangladesh. Clim Change 105(3–4):433–453
Shuai X, Wang S, Ma Y, Li Y, Xie B (2009) Studies on potential climate productivity of double rice in Hunan and Jiangxi Provinces based on ORYZA 2000 Model. Chin J Agrometeorol 30:575–581 (In Chinese with English abstract)
Singh R, van Dam JC, Feddes RA (2006) Water productivity analysis of irrigated crops in Sirsa district, India. Agric Water Manage 82:253–278
Tao F, Zhang Z (2011) Impacts of climate change as a function of global mean temperature: maize productivity and water use in China. Clim Change 105:409–432
Thomas A (2008) Agricultural irrigation demand under present and future climate scenarios in China. Glob Planet Chang 60:306–326
Tomohisa Y, Mehmet A, Tomokazu H (2007) Impact of climate change on irrigation demand and crop growth in a Mediterranean Environment of Turkey. Sensors 7:2297–2315
van Ittersum M, Leffelaar PA, van Keulen H, Kropff MJ, Bastiaans L, Goudriaan J (2003) On approaches and applications of the Wageningen crop models. Eur J Agron 18:201–234
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
Zhang T, Jiang Z, Wassmann R (2010) Response of rice yields to recent climate change in China: an empirical assessment based on long-term observations at different spatial scales (1981–2005). Agric Forest Meteorol 150:1128–1137
Zhu X, Cui Y, Guo M, Ma S (2003) Analysis of water productivity change in Kaifeng City. China Rural Water Hydropower 2:11–13 (In Chinese with English abstract)
Acknowledgments
The authors gratefully acknowledge the IRRI for sharing the validated ORYZA model for Kaifeng on the Internet. The observed meteorological data obtained from the China Meteorological Data Sharing Service System (http://cdc.cma.gov.cn) are highly appreciated. The research grant from the National Natural Science Foundation of China (NSFC 51179048) and the National Scientific and Technological Support Project (2011BAD25B07) for this work is acknowledged. We extend our heartfelt thanks to Yuehua Feng from the Huibei Irrigation Experiment Station for his support for the field experiments and two anonymous reviewers for their helpful and constructive comments.
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Luo, Y., Jiang, Y., Peng, S. et al. Hindcasting the effects of climate change on rice yields, irrigation requirements, and water productivity. Paddy Water Environ 13, 81–89 (2015). https://doi.org/10.1007/s10333-013-0409-8
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DOI: https://doi.org/10.1007/s10333-013-0409-8