Abstract
Any alteration in climatic parameter (such as rainfall) governs crop growth and has had a direct impact on quantity of food production. On the complex topographical terrain of Indian subcontinent this work represents the impact of seasonal monsoon rainfall variability on major food crop production over five homogeneous regions of India. The major Rabi crops, wheat (Triticum aestivum), sorghum (Sorghum vulgare), pulses and kharif crops rice (Oryza sativa), maize (Zea mays) and groundnut (Arachis hypogea), have a sharp dependency on Indian summer monsoon rainfall (ISMR) over the regions. Trend analysis in production of major food crops has been analyzed along with the dependency on seasonal monsoon rainfall of IMD as well as regional climate model version 4.3. Yearly crop production of Rabi and kharif has shown a clear decreasing trend with ISMR distribution. This study also shows the worse affected homogeneous regions in agriculture crop production due to rainfall variability. Along with rice–sorghum–maize, wheat and groundnut production is sharply affected by the decreasing trend of monsoon rainfall over the North Central India which is also known as Gangetic plain. The post-monsoonal crop production is also influenced by seasonal monsoon rainfall variability, and the fluctuation in monsoonal and post-monsoonal crop production is indicating alarming situation for food security and becoming the current issue to feed the huge population of India.
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References
Adams MR, Hurd HB, Lenhart S, Leary N (1998) Effects of global climate change on agriculture: an interpretative review. Inter-Res Clim Res 11:19–30
Aggarwal PK, Bandyopadhyay SK, Pathak H, Kalra N, Chander S, Sujith KS (2000) Analyses of yield trends of the rice wheat system in north-western India. Outlook Agric 29:259–268
Alwin P (2008) The Indian economy since 1991: economic reforms and performance. In: Prakash BA (ed). Pearson Education in South Asia, Dorling Kindersley (India) Pvt. Ltd. ISSN: 9788131718445
Bewket W (2009) Rainfall variability and crop production in Ethiopia case study in the Amhara region. In: Ege S, Aspen H, Teferra B, Bekele S (eds) Proceedings of the 16th international conference of Ethiopian studies. Trondheim
Bhaskaran B, Jones RG, Murphy JM, Nogure M (1996) Simulation of the Indian summer monsoon using a nested regional climate model: domain size experiments. Clim Dyn 12:573–587
Bhatla R, Ghosh S (2015) Study of Break Phase of Indian Summer Monsoon using Different Parameterization Schemes of RegCM4.3. Int J Eart Atmos Sci 2(3):109–115
Bhatla R, Ghosh S, Mandal B, Mall RK, Sharma K (2016) Simulation of Indian summer monsoon onset with different parameterization convection scheme of RegCM-4.3. Atmos Res 176–177:10–18
Bhatla R, Singh AK, Mandal B, Ghosh S, Pandey SN, Sarkar A (2016) Influence of North Atlantic oscillation on Indian summer monsoon rainfall in relation to quasi-biennial oscillation. Pure Appl Geophys 173:2959–2970. https://doi.org/10.1007/s00024-016-1306-z
Bhatla R, Ghosh Soumik, Mall RK, Sinha P, Sarkar A (2018) Regional climate model performance in simulating intra-seasonal and interannual variability of Indian summer monsoon. Pure Appl Geophys https://doi.org/10.1007/s00024-018-1886-x
Bhatla R, Mandal B, Verma S, Ghosh S, Mall RK (2018) Performance of Regional Climate Model in Simulating Monsoon Onset Over Indian Subcontinent. Pure Appl Geophys https://doi.org/10.1007/s00024-018-1910-1
Central Statistical Organization (1998) Compendium of environment statistics. Central Statistical Organization, Department of Statistics, Ministry of Planning and Programme Implementation, Government of India, New Delhi
Dash SK, Pattnayak KC, Panda SK, Vaddi D, Mamgain A (2014) Impact of domain size on the simulation of Indian summer monsoon in RegCM4 using mixed convection scheme and driven by HadGEM2. Clim Dyn 44:961–975
Dash SK, Shekhar MS, Singh GP (2006) Simulation of Indian summer monsoon circulation and rainfall using RegCM3. Theor Appl Climatol 86:161–172
Emanuel KA (1991) A scheme for representing cumulus convection in large-scale models. J Atmos Sci 48(21):2313–2335
Emanuel KA, Živković-Rothman M (1999) Development and evaluation of a convection scheme for use in climate models. J Atmos Sci 56:1766–1782
Gadgil S, Abrol YP, Seshagiri Rao PR (1999) On growth and fluctuation of Indian food grain production. Curr Sci 76:548–556
Ghosh S, Bhatla R, Mall RK, Srivastava PK, Sahai AK (2018) Aspect of ECMWF downscaled Regional Climate Modeling in simulating Indian summer monsoon rainfall and dependencies on lateral boundary conditions. Theor Appl Climatol https://doi.org/10.1007/s00704-018-2432-6
Gibbons JD, Chakraborti S (1992) Nonparametric statistical inference, 3rd edn. Marcel Dekker, New York
Gibbons JD, Chakraborti S (2003) Nonparametric statistical inference. Marcel Dekker, New York
Gilbert RO (1987) Statistical methods for environmental pollution monitoring. Van Nostrand Reinhold, New York
Giorgi F, Coppola E, Solmon F, Mariotti L, Sylla MB, Bi X, Elguindi N, Diro GT, Nair V, Giuliani G et al (2012) RegCM4: model description and preliminary tests over multiple CORDEX domains. Clim Res 52:7–29
Grell GA (1993) Prognostic evaluation of assumptions used by cumulus parameterization. Mon Weather Rev 121:764–787
IPCC (2007) Climate Change 2007: impacts, adaptation and vulnerability. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 273–313
Jagannathan P, Bhalme HN (1973) Changes in pattern of distribution of southwest monsoon rainfall over India associated with sun spots. Mon Weather Rev 101:691–700
Kendall MG (1975) Rank correlation methods, 4th edn. Charles Griffin, London
Koteswaram P, Alvi SMA (1969) Secular trends and periodicities in rainfall at west coast stations in India. Curr Sci 101:371–375
Krishna Kumar K, Rupakumar K, Ashrit GR, Deshpandey RN, Hansen J (2004) Climate impact on agriculture. Int J Climatol 24:1375–1393
Lobell DB, Asner GP (2003) Climate and management contributions to recent trends in US agricultural yields. Science 299:1032
Mahato A (2014) Climate change and its impact on agriculture. Int J Sci Res Publ 4:4
Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259
Naidu CV, Srinivasa Rao BR, Bhaskar Rao DV (1999) Climatic trends and periodicities of annual rainfall over India. Meteorol Appl 6:395–404
Nicholls N (1997) Increased Australian wheat yield due to recent climate trends. Nature 387:484–485
Parry ML, Rosenzweig C, Iglesias A, Livermore M, Fischer G (2004) Effects of climate change on global food production under SRES emissions and socioeconomic scenarios. Glob Environ Change 14:53–67
Parthasarathy B, Pant GB (1985) Seasonal relationship between Indian summer monsoon rainfall and southern oscillation. J Clim 5:369–378
Parthasarathy B, RupaKumar K, Munot AA (1992) Forecast of rainy season food grain production based on monsoon rainfall. Indian J Agric Sci 62:1–8
Parthasarathy B (1984) Inter annual and long term variability of Indian summer monsoon rainfall. Proc Indian Acad Sci (Earth Planet Sci) 93:371–385
Parthasarathy B, Munot AA, Kothawale DR (1988) Regression model for estimation of food grain production from summer monsoon rainfall. Agric For Meteorol 42:167–182
Parthasarathy B, Rupakumar K, Munot AA (1993) Homogeneous Indian monsoon rainfall: variability and prediction. Proc Indian Acad Sci (Earth Planet Sci) 102:121–155
Peng S, Huang J, Sheehy JE, Laza RC, Visperas RM, Zhong X, Centeno GS, Khush GS, Cassman KG (2004) Rice yields decline with higher night temperature from global warming. Proc Natl Acad Sci USA 101:9971–9975
Prasanna V (2014) Impact of monsoon rainfall on the total food grain yield over India. J Earth Syst Sci 123(5):1129–1145
Rajendran K, Kitoh A (2008) Indian summer monsoon in future climate projection by a super high-resolution global model. Curr Sci 95:1560–1569
Raju PVS, Bhatla R, Almazroui M, Assiri M (2015) Performance of convection schemes on the simulation of summer monsoon features over the South Asia CORDEX domain using RegCM-4.3. Int J Climatol. https://doi.org/10.1002/joc.4317
Rao BRS, Rao DVB, Rao VB (2004) Decreasing trend in the strength of Tropical Easterly Jet during the Asian summer monsoon and the number of tropical cyclonic system over Bay of Bengal. Geophys Res Lett. https://doi.org/10.1029/2004GL019817
Rao KN, Jagannathan P (1963) Climate change in India. In: Proceedings of symposium on changes in climate. UNESCO and WHO, Rome, pp 49–66
Reserve Bank of India Bulletin (2015) Monsoon and Indian agriculture—Conjoined or decoupled? RBI Bulletin May 2015, https://rbidocs.rbi.org.in/rdocs/Bulletin/PDFs/03ARE19041941BD1459CA876A339F836C520.PDF
Rupa Kumar K, Pant GB, Parthasarathy B, Sontakke NA (1992) Spatial and sub seasonal patterns of the long term trends of Indian summer monsoon rainfall. Int J Climatol 12:257–268
Rupa Kumar K, Sahai AK, Krishna Kumar K et al (2006) High-resolution climate change scenarios for India for the 21st century. Curr Sci 90:334–345
Singh N, Sontakke NA (1999) On the variability and prediction of rainfall in the post-monsoon season over India. Int J Climatol 19:309–339
Srivatsava HN, Dewan BN, Dikshit SK, PrakasRao GS, Singh SS, Rao KR (1992) Decadal trends in climate over India. Mausam 43:7–20
Tao F, Yokozawa M, Hayashi Y, Lin E (2003) Changes in soil moisture in China over the last half-century and their effects on agricultural production. Agric For Meteorol 118:251–261
Tao F, Yokozawa M, Hayashi Y, Lin E (2003) Future climate change, the agricultural water cycle, and agricultural production in China. Agric Ecosyst Environ 95:203–215
Tao F, Yokozawa M, Liu J, Zhang Z (2008) Climate-crop yield relationships at province scale in China and the impacts of recent climate trend. Clim Res 38:83–94
Tao F, Hayashi Y, Zhang Z, Sakamoto T, Yokozawa M (2008) Global warming, rice production and water use in China: developing a probabilistic assessment. Agric For Meteorol 148:94–110
Tao F, Yokozawa M, Xu Y, Hayashi Y, Zhang Z (2006) Climate changes and trends in phenology and yields of field crops in China, 1981–2000. Agric For Meteorol 138:82–92
Thapliyal V, Kulshrestha SM (1991) Climate changes and trends over India. Mausam 42:333–338
Acknowledgements
This work is a part of a R&D project, funded by Department of Science and Technology (DST), Ministry of Earth Science (MoES), Govt. of India. The authors wish to thank to India Meteorology Department (IMD), European Centre for Medium-Range Weather Forecasts (ECMWF) and International Crops Research Institute in Semi-Arid Tropics (ICRISAT-IN) for providing dataset. Authors also wish their sincere gratitude to the editor and the reviewers for their valuable suggestion and comments. Special thanks to International Center for Theoretical Physics (ICTP), Italy, for RegCM-4.3 model.
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RB and SG are conceived the study. SV, SG and GG have analyzed the data. RKM has guided in agriculture section. SG, SV and RB have written the manuscript.
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Bhatla, R., Ghosh, S., Verma, S. et al. Variability of Monsoon Over Homogeneous Regions of India Using Regional Climate Model and Impact on Crop Production. Agric Res 8, 331–346 (2019). https://doi.org/10.1007/s40003-018-0368-9
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DOI: https://doi.org/10.1007/s40003-018-0368-9