Abstract
Rice–wheat (RW) production system, which covers over 13.5 million ha in the Indo-Gangetic Plains of south Asia, is vital for food and nutritional security and livelihood of millions of poor people in this part of the region. Availability of irrigation water under projected climate change scenarios is a great concern, and demonstration of the impact of different irrigation regimes on rice, wheat, and system yields is essential to adopt suitable water saving technologies to minimize risk. This study tested the ability of the agricultural production systems simulator (APSIM) model to simulate the effects of different irrigation regimes on yield, irrigation water requirement, and irrigation water productivity (WPi) of rice, wheat, and RW system in upper-gangetic plains of India. The long-term simulated rice yield showed a steadily declining trend at an average rate of 120 kg ha−1 yr−1 (R 2 = 0.94, p < 0.05), while long-term simulated wheat yields showed a lower declining trend at an average rate of 48 kg ha−1 yr−1 (R 2 = 0.48, p < 0.05). The highest WPi of 8.31 kg ha−1 mm−1 was observed under RW system with the rice irrigation (IR) regime of 8 days alternate wetting and drying (AWD) and five irrigations for wheat with a yield penalty of 25.5 %. The next highest WPi was observed in the treatment with a 5-day AWD regime in rice and five irrigations for wheat, with a yield penalty of 20.1 %. Thus, we can suggest that a 5-day AWD irrigation regime for rice combined with five irrigations during wheat could be the best option under water limiting situations.
Similar content being viewed by others
References
Aggarwal PK, Joshi PK, Ingram JSI, Gupta RK (2004) Adapting food systems of the Indo-Gangetic Plains to global environmental change: key information needs to improve policy formulation. Environ Sci Policy 7:487–498
Angstrom A (1924) Solar and terrestrial radiation. Q J R Meteorol Soc 50:121–126
Bandyopadhyay A, Bhadra A, Raghuwanshi NS, Singh R (2009) Temporal trends in estimates of reference evapotranspiration over India. J Hydrol Eng 14(5):508–515
Bhandari AL, Ladha JK, Pathak H, Padre AT, Dawe D, Gupta RK (2002) Yield and soil nutrient changes in a long-term rice–wheat rotation in India. Soil Sci Soc Am J 66:162–170
Bouman BAM, Tuong TP (2001) Field water management to save water and increase its productivity in irrigated lowland rice. Agric Water Manag 49:11–30
Brunetti M, Buffoni L, Maugeri M, Nanni T (2000a) Precipitation intensity trends in northern Italy. Int J Climatol 20:1017–1031
Brunetti M, Buffoni L, Maugeri M, Nanni T (2000b) Trends of minimum and maximum daily temperatures in Italy from 1865 to 1996. Theor Appl Climatol 66:49–60
Choudhury BU, Bouman BAM, Singh AK (2007) Yield and water productivity of rice-wheat on raised beds at New Delhi, India. Field Crops Res 100:229–239
Dawe D, Dobermann A, Moya P, Abdulrachman S, Bao L, Lal P, Panaullah G, Sariam O, Singh Y, Swarup A, Tan PS, Zhen QX (2000) How widespread are yield declines in long-term rice experiments in Asia? Field crops Res 66(2):175–193
Duxbury JM, Abrol IP, Gupta RK, Bronson KF (2000) Summary: analysis of long-term soil fertility experiments with rice-wheat rotations in south Asia. In IP Abrol et al. (ed) Long-term soil fertility experiments in rice-wheat cropping systems, pp vii–xxii. Rice–Wheat Consortium for the Indo-Gangetic Plains, New Delhi, India
Feng LP, Bouman BAM, Tuong TP, Cabangon RJ, Li YL, Lu GA, Feng YH (2007) Exploring options to grow rice using less water in northern China using a modeling approach- 1. Field experiments and model evaluation. Agric Water Manag 88:1–13
Gaydon DS (2012) Living with Less Water: development of viable adption options for Riverina irrigators. PhD thesis, Wageningen University, Wageningen, p 225
Gupta RK, Hobbs PR, Ladha JK, Prabhakar SVRK (2001) Resource conserving technologies: transforming the rice-wheat systems of the Indo-Gangetic Plains. Asia-Pacific Association of Agricultural Research Institutions, FAO Regional Office for Asia and the Pacific, Bangkok
Gupta RK, Gopal R, Jat ML, Jat RK, Sidhu HS, Minhas PS, Malik RK (2010) Wheat productivity in Indo-Gangetic Plains of India during 2010: terminal heat effects and Mitigation strategies. Conserv Agric Newslett 14:1–3
Hira GS, Rachhpal S, Kukal SS (2002) Soil matric suction: a criterion for scheduling irrigation to rice (Oryza sativa). Indian J Agric Sci 72:236–237
Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18(1):107–121
Humphreys E, Kukal SS, Amanpreet K, Sudhir T, Sudhir Y, Yadvinder S, Balwinder S, Timsina J, Dhillon SS, Prashar A, Smith DJ (2008) Permanent beds for rice–wheat systems in Punjab, India 2: water balance and soil water dynamics. In: ACIAR Proceedings Series, pp 37–61
Humphreys E, Kukal SS, Christen EW, Hira GS, Singh Balwinder, Yadav Sudhir, Sharma RK (2010) Halting the groundwater decline in north-west India—which crop technologies will be winners? Adv Agron 109:155–217
ICAR (1988) Decline in crop productivity in Haryana and Punjab: myth or reality? Report of Fact finding committee, May 1988. Indian Council of Agricultural Research, New Delhi
Jalota SK, Singh KB, Chahal GBS, Gupta RK, Chakraborty S, Sood Anil, Ray SS, Panigrahy S (2009) Integrated effect of transplanting date, cultivar and irrigation on yield, water saving and water productivity of rice (Oryza sativa L.) in Indian Punjab: Field and simulation study. Agric Water Manag 96:1096–1104
Joshi PK, Tyagi NK (1994) Salt affected and water logged soils in India: a review. In: Svendsen M, Gulati A (Eds) strategic change in Indian irrigation. ICAR, New Delhi, India, and IFPRI, Washington DC, pp 237–252
Keating BA, Carberry PS, Hammer GL, Probert ME, Robertson MJ, Holzworth D, Huth NI, Hargreaves JNG, Meinke H, Hochman Z, McLean G, Verburg K, Snow V, Dimes JP, Silburn M, Wang E, Brown S, Bristow KL, Asseng S, Chapman S, McCown RL, Freebairn DM, Smith CJ (2003) An overview of APSIM, a model designed for farming systems simulation. Eur J Agro 18:267–288
Kendall MG (1975) Rank correlation methods. Charles griffin, London
Ladha JK, Dawe D, Pathak H, Padre AT, Yadav RL, Singh Bijay, Singh Yadvinder, Singh P, Kundu AL, Sakal R, Ram N, Regmi AP, Gami SK, Bhandari AL, Amin K, Yadav CR, Bhattarai EM, Gupta RK, Hobbs PR (2003) How extensive are yield declines in long-term rice–wheat experiments in Asia? Field Crop Res 81:159–180
Luo Y, Liu S, Fu S, Liu J, Wang G, Zhou G (2008) Trends of precipitation in Beijiang River Basin, Guangdong province, China. Hydrol Proc 22:2377–2386
Mann HB (1945) Non-parametric test against trend. Econometrica 13:245–259
Medugu DW, Yakubu D (2011) Estimation of mean monthly global solar radiation in Yola-Nigeria using angstrom model. Adv Appl Sci Res 2(2):414–421
NATCOM (2004) India’s Initial National Communication to the United Nations Framework Convention on Climate Change. National Communication Project, Ministry of Environment and Forests, Govt. of India
Nayak AK, Gangwar B, Shukla AK, Mazumdar SP, Kumar A, Raja R, Kumar A, Kumar V, Rai PK, Mohan U (2012) Long-term effect of different integrated nutrient management on soil organic carbon and its fractions and sustainability of rice-wheat system in Indo-Gangetic Plains of India. Field Crop Res 127:129–139
Pal I, Al-Tabbaa A (2010) Regional changes in extreme monsoon rainfall deficit and excess in India. Dyn Atmos Oceans 49:206–214
Pathak H, Ladha JK, Aggarwal PK, Peng S, Das S, Singh Yadvinder, Singh Bijay, Kamara SK, Mishra B, Sastri ASRAS, Aggarwal HP, Das DK, Gupta RK (2003) Climatic potential of on-farm yield trends of rice and wheat in the Indo-Gangetic Plains. Field Crops Res. 80:223–234
Sandhu BS, Khera KL, Prihar SS, Singh B (1980) Irrigation needs and yield of rice on a sandy-loam soil as affected by continous and intermittent submergence. Indian J Agric Sci 50:492–496
Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389
Serrano A, Mateos VL, Garcia JA (1999) Trend analysis for monthly precipitation over the Iberian Peninsula for the period 1921–1995. Phy Chem Earth 24:85–90
Sharma PK (1989) Effect of periodic moisture stress on water-use efficiency in wetland rice. Oryza 26:252–257
Sharma BR (1999) Water saving irrigation techniques for paddy rice in India. In: International Symposium on Water Saving Irrigation for Paddy Rice. Chinese National Committee on Irrigation and Drainage, Beijing, People’s Republic of China, pp 72–83
Singh Yadvinder, Singh Biyay, Ladha JK, Khind CS, Gupta RK, Meelu OP, Pasuquin E (2004) Long-term effects of organic inputs on yield and soil fertility in the rice-wheat system. Soil Sci Soc Am J 68:845–853
Sinha SK, Singh GB, Rai M (1998) Decline in Crop Productivity in Haryana and Punjab: Myth or Reality?. Indian Council of Agricultural Research, New Delhi
Sneyer R (1990) On the statistical analysis of series of observations. Technical Note no. 143, WMO No. 415, World Meteorological Organization
Subash N, Ram Mohan HS, Sikka AK (2011) Decadal frequency and trends of extreme excess/deficit rainfall during the monsoon season over different meteorological subdivisions of India. Hydrol Sci J 56(7):1090–1109
Sudhir-Yadav Li T, Humphreys E, Gill G, Kukal SS (2011) Evaluation and application of ORYZA2000 for irrigation scheduling of puddle transplanted rice in north west India. Field Crop Res 122:104–117
Timsina J, Connor DJ (2001) Productivity and management of rice-wheat cropping systems: issues and challenges. Field Crop Res 69:93–132
Wilks DS (1995) Statistical methods in the atmospheric sciences. Academic Press, London, pp 160–176
Yadav RL, Dwivedi BS, Pandey PS (2000) Rice-wheat cropping system: assessment of sustainability under green manuring and chemical fertilizer inputs. Field Crop Res 65:15–30
Acknowledgments
This work is the outcome of the SAARC-Australia project funded by AusAID and ACIAR. The authors are thankful to Project Leader Dr. Christian Roth and resource persons (Dr. Don Gaydon, Mr. Perry Poulton, Dr. Balwinder Singh and Dr. Ibrahim Saiyed) for providing guidance and support to conduct this study. The first and third authors are thankful to the Deputy Director General (NRM) of the Indian Council for Agricultural Research and the Project Director of the Project Directorate of Farming Systems Research at Modipuram for being nominated to associate with SAARC-Australia Project.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Subash, N., Shamim, M., Singh, V.K. et al. Applicability of APSIM to capture the effectiveness of irrigation management decisions in rice-based cropping sequence in the Upper-Gangetic Plains of India. Paddy Water Environ 13, 325–335 (2015). https://doi.org/10.1007/s10333-014-0443-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10333-014-0443-1