Abstract
The concept of dynamic irrigation low limit (DILL) was proposed and the determination method of DILL was given based on crop-water model. The parameters of the crop-water model were calibrated with winter wheat experimental data of 2008 and 2009. The optimal irrigation scheduling of five typical years under different irrigation water supply were determined, which resulted in 58 groups of data on the average soil moisture content of main root zone (0–60 cm) before an irrigation, the corresponding irrigation time, and water supply. The results showed that, the crop yield under the irrigation times of 3 and 2 increased by 7.42% and 5.62% averaged from 2009 to 2013, and the economic benefit increased by 7.64% and 7.24% than those under the empirical irrigation practices, respectively. The irrigation forecast based on DILL provides an important method to implement and dynamically correct optimal irrigation scheduling under limited water supply.
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References
Qian, Z.Y., Zhang, G.D.: Comprehensive report and various thematic reports of China’s water resources sustainable development strategy research. J. China Water Res. Hydropower Eng. 202–251 (2001)
Kang, S.Z., Du, T.S., Sun, J.S., Ding, R.S.: Theory and technology of improving irrigation water use efficiency based on crop growing water demand information. J. Hydraul. Eng. 38(6), 90–95 (2001). (in Chinese)
Zhang, X.Y., Pei, D., You, M.Z.: Field studies on optimum irrigation scheduling for winter wheat in the piedmont of Mt. Taihang. J. Hydraul. Eng. 32(1), 90–95 (2001). (in Chinese)
Wang, Y.R., Sun, X.P.: Theory of Shanxi Agricultural Water Saving and Model of Efficient Water Using. Press of Science and Technology of China (2003)
Wang, J.D., Gong, S.H., Du, L.L., Xue, J.B., Zi, Y.: The developing status and future study emphases on limited irrigation. J. Irrig. Drainage 30(6), 6–10 (2011)
Rong, F.T.: A preliminary study of the water-saving irrigation scheduling. Water Res. Hydropower Eng. (7), 8–13 (1986). (in Chinese)
Liu, Z.J., Li, B.P., Li, Y.H., Cui, Y.L.: Research on the water use efficiency and optimal irrigation schedule of the winter wheat. Trans. CSAE 20(4), 58–63 (2004). (in Chinese)
Shang, S.H.: Simulation of optimization method for crop irrigation scheduling with limited water supplies. J. Tsinghua Univ. Sci. Technol. 45(9), 1179–1183 (2005). (in Chinese)
Qie, Z.H., Han, L.M., Wu, X.M.: Optimization of crop irrigation quantity and irrigation date based on the improved NSGA-II. Trans. Chin. Soc. Agric. Mach. 42(5), 106–110 (2011). (in Chinese)
Singh, A.K., Tripathy, R., Chopr, U.K.: Evaluation of CERES-Wheat and CropSyst models for water–nitrogen interactions in wheat crop. Agric. Water Manag. 95, 776–786 (2008)
Behera, S.K., Panda, R.K.: Integrated management of irrigation water and fertilizers for wheat crop using field experiments and simulation modeling. Agric. Water Manag. 96(11), 1532–1540 (2009)
Cui, Y.L., Yuan, H.Y., Li, Y.H.: The optimum irrigation scheduling for rice with stochastic rainfall under limited water supply. J. Hydraul. Eng. 30(7), 40–46 (1999). (in Chinese)
Wang, S.F., Duan, A.W., Zhang, Z.Y., Xu, J.X.: Winter wheat irrigation schedule on stochastic precipitation. Transactions of the CSAE 26(12), 47–52 (2010). (in Chinese)
Ganji, A., Ponnambalam, K., Khalili, D.: A new stochastic optimization model for deficit irrigation. Irrig. Sci. 25, 63–73 (2006)
Villalobos, F.J., Fereres, E.: A simulation model for irrigation scheduling under variable rainfall. Am. Soc. Agric. Eng. 32(1), 181–188 (1989)
Shen, X.J., Sun, J.S., Liu, Z.G., Zhang, J.P., Liu, X.F.: Effects of low irrigation limits on yield and grain quality of winter wheat. Trans. CSAE 26(12), 58–65 (2010). (in Chinese)
Sun, J.S., Liu, Z.G., Xiao, J.H., et al.: Research on water-saving irrigation upper and lower limit for winter wheat. China Rural Water Hydropower, (9), 10–12 (1998). (in Chinese)
Sriramany, S., Murty, V.: A real-time water allocation model for large irrigation systems. Irrigat. Drain. Syst. 10(3), 109–129 (1996)
Mao, Z., Li, Y.H., Li, H.C.: Real-time forecast of irrigation. Engineering Science 4(5), 24–33 (2002). (in Chinese)
Ma, J.Q., Liu, L., Zhang, Z.W., Hao, X.P., Peng, G.H.: theory of real-time irrigation water use in agriculture and integrated management system [M]. Beijing journal of China Water Resources and Hydropower Engineering. 29–53(2013)
Rogers, D.H., Elliot, R.L.: Irrigation scheduling using crop growth simulation risk analysis and weather forecasts. Trans. ASAE 32, 1669–1677 (1989)
Hou, J.W., Luo, Y.F., Cui, Y.L.: Analysis of rainfall forecast accuracy and its application in water-saving irrigation decision-making for rice. Water-Saving Irrig. 3, 24–30 (2013). (in Chinese)
Ma, J.Q., Wang, W.Z.: Soil moisture on-line forecasting and real-time irrigation schedule model for winter wheat. Water Res. Power, 31(10), 139–141, 188 (2013). (in Chinese)
Yang, L.X., Wang, Y.R., Guo, X., et al.: Research on irrigation forecast not under the condition of irrigation forecast under an insufficient water supply. China Science and Technology Achievements, pp. 1–8 (2012). (in Chinese)
Bai, W., Feng, S.Y., Kang, S.Z.: Optimization of deficit irrigation schedule based on web. Trans. CSAE 22(12), 56–59 (2006). (in Chinese)
Brown, P.D., Cochrane, T.A., Krom, T.D.: Optimal on-farm irrigation scheduling with a seasonal water limit using simulated annealing. Agric. Water Manag. 97(6), 892–900 (2010)
Holland, P.M., et al.: The Analysis on Land Use System, pp. 105–164. China Agriculture Science and Technique Press, Beijing (1997). (in Chinese)
Shi, J.Z., Wang, T.D.: The mechanism model of photosynthate distribution during the vegetative growth. Acta Botanica Sinica 36(3), 181–189 (1994). (in Chinese)
Wang, Y.R.: Research on SPAC dynamic hydrothermal and crop Growth simulation by considering water and nutrition stress. Northwest A&F University (2004)
Lei, Z.D., Yang, S.X., Xie, S.C.: Soil Hydrodynamics, pp. 57–78. Tsinghua University Press, Beijing (1988)
Kang, S.Z., Liu, X.M., Xiong, Y.Z.: The theory and application of the soil plant atmosphere continuum (SPAC), pp. 85–121. Beijing Water Conservancy and Electric Power Press (1994)
Shang, S.H., Mao, X.M., Lei, Z.D., et al.: Soil moisture dynamic simulation model and application, pp. 63–85, 101–148. Beijing Science Press (2009)
Ritchie, J.T. Soil water balance and plant water stress. In: Gordon Y.T., Hoogenboom, G., Philip, K.T.: Understanding Options for Agricultural Production, pp. 41–54. Kluwer Academic Publishers, Printed in Great Britain (1998)
Wang, K.: Unsaturated soils water flow and solute transport. J. Sci., 97–103 (2010)
Wang, X.P., Huang, G.H., Yu, L.P., Huang, Q.Z.: Coupled simulation on soil-water-nitrogen transport and transformation and crop growth. Trans. CSAE 27(3), 19–25 (2011). (in Chinese)
Shao, D.G., Guo, L.G., Wang, X.G., Hong, L., et al.: Efficient use of water and fertilizer resources. J. Sci., 139–151 (2012)
Van, G.M.: A closed-form equation for predicting the Hydraulic conductivity of unsaturated soils. Soil Sci. 44(5), 892–898 (1980)
Li, J.S., Zhang, J.J., Xue, K.Z.: Drip irrigation fertigation principle and application, pp. 128–155. China Agriculture Science and Technique Press, Beijing (2003)
Xu, D., Liu, J., Yang, D.W., Zhang, B.Z., et al.: Evapotranspiration expand of effect sizes and temporalspatial scales. J. Sci., 313–359 (2015)
Ren, L., Mao, M.: Pesticide imitate in soil transport. J. Sci., pp. 50–58 (2008)
Duan, A.W., Sun, J.S., Liu, J., et al.: Main crops irrigation quota in northern regions, pp. 210–242. China Agriculture Science and Technique Press, Beijing (2004)
Acknowledgment
The National Science and technology support program No. 2012BAD08B01 supported this work. Study on the patterns of festination dynamic decision-making and implementation. The foundation of application and research is in cutting-edge technologies project in Tianjin. No. 10JCYBJC09400, 2010.1–2013.3.
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Shen, H., Wang, Y. (2019). Study on the Dynamic Low Limit of Irrigation for Winter Wheat. In: Li, D. (eds) Computer and Computing Technologies in Agriculture X. CCTA 2016. IFIP Advances in Information and Communication Technology, vol 509. Springer, Cham. https://doi.org/10.1007/978-3-030-06155-5_17
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