Implications of Farmer's Adaptation Strategies to Climate Change in Agricultural Sector of Gujarat: Experience from Farm Level Data

Ajay Kumar Singh

School of Liberal Arts and Management, DIT University, Dehradun, Uttarakhand, 248009, India

Sanjeev Kumar

School of Liberal Arts and Management, DIT University, Dehradun, Uttarakhand, 248009, India

Shah Nawaz Ashraf

Entrepreneurship Development Institute of India Ahmedabad, Gujarat, India

Bhim Jyoti

V.C.S.G., UUHF, College of Forestry, Ranichauri, Tehri Garhwal, Uttarakhand, India

DOI: https://doi.org/10.36956/rwae.v3i1.498

Received: 28 February 2022; Received in revised form: 25 March 2022; Accepted: 28 March 2022; Published: 31 March 2022

Copyright © 2022 Ajay Kumar Singh, Sanjeev Kumar, Shah Nawaz Ashraf, Bhim Jyoti. Published by Nan Yang Academy of Sciences Pte. Ltd.

Creative Commons LicenseThis is an open access article under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License.


Abstract

This study examined the farmer's perception of climate change and adaptation strategies to mitigate the adverse effect of climate change in the agricultural sector of Gujarat. It used farm level information from 400 farmers who were purposely selected from 8 districts. Thereupon, linear, non-linear and log-linear production function models were used to examine the impact of climate change, farmers' adaptation strategies and technological change on agricultural production in Gujarat. The descriptive and empirical results specify that adaptation strategies (i.e., change in showing the time of crops, mixed cropping pattern, irrigation facilities, application of green and organic fertilizer, hybrid varieties of seeds, dampening of seed before planting, climate tolerate crops, organic farming and technology) have a positive impact on agricultural production. Thus, farmers' adaptation strategies are useful to mitigate the negative impact of climate change in the agricultural sector. Maximum temperature and minimum temperature, precipitation and rainfall have a negative impact on agricultural production. However, the impact of these factors seemed positive in the agricultural sector when farmers applied the aforementioned adaptation strategies in cultivation. Family size, education level of farmers, annual income of farmers, arable land, irrigated area, cost of technology, appropriate technology and financial support from the government have a positive contribution to increasing agricultural production in Gujarat.

Keywords: Adaptation strategies, Agricultural sector, Technology, Climate change, Gujarat, India, Mitigation approach


References

[1] Singh, S., Awais, M., 2019. Climate variability and rice production in North India: A review. Economic Affairs. 64(2), 425-429.

[2] Gummadi, S., Jyotishi, A., Jagadeesh, G., 2021. Juxtaposing farmer’s suicide and climate change vulnerability: An empirical analysis of Indian states. Space and Culture, India. 9(1), 66-79.

[3] Dirani, A.A., Abebe, G.K., Bahn, R.A, et al., 2021. Exploring climate change adaptation practices and household food security in the Middle Eastern context: A case of small family farmers in Central Bakaa, Lebanon. Food Security. 13(1), 1029-2047.

[4] Kapur, D., Khosla, R., Mehta, P.B., 2009. Climate change: India’s options. Environment & Public Works. 36(1), 34-42.

[5] Kumar, A., Sharma, P., Joshi, S., 2016. Assessing the impacts of climate change on land productivity in Indian crop agriculture: An evidence from panel data analysis. Journal of Agricultural Science and Technology. 18(1), 1-13.

[6] Fierros-González, I., López-Feldman, A., 2021. Farmers’ perception of climate change: A review of the literature for Latin America. Frontiers in Environmental Science. 9(672399), 1-7.

[7] Ashraf, S.N., Singh, A.K., 2021. Impact of technological change on growth and agricultural sector in Gujarat state of India: A time series data study. ADPR, 9(3), 144-160.

[8] Jyoti, B., Singh, A.K., 2020. Projected sugarcane yield in different climate change scenarios across Indian states: A state-wise panel data exploration. International Journal of Food and Agricultural Economics. 8(4), 343-365.

[9] Singh, A.K., Singh, B.J., 2020. Assessing the infectious diseases of students in different weather seasons in DIT University Dehradun, Uttarakhand (India). African Journal of Microbiology Research. 9(3), 34- 48.

[10] Singh, A.K., Kumar, S., Jyoti, B., 2022. Influence of climate change on agricultural sustainability in India: A state-wise panel data analysis. Asian Journal of Agriculture and Development. 6(1), 15-27.

[11] Todmal, R.S., 2021. Future climate change scenario over Maharashtra, Western India: Implications of the regional climate model (REMO-2009) for the understanding of agricultural vulnerability. Pure and Applied Geophysics. 178(1), 155-168.

[12] Kumar, A., Sharma, P., Ambrammal, S.K., 2015. Climatic effects on sugarcane productivity in India: A stochastic production function application. International Journal of Business and Economics Research. 10(2), 179-203.

[13] Attri, S.D., Rathore, L.S., 2003. Simulation of impact of projected climate change on wheat in India. International Journal of Climatology. 23(1), 693-705.

[14] Hundal, S.S., Prabhjyot-kaur, 2007. Climatic variability and its impact on cereal productivity in Indian Punjab. Current Science. 92(4), 506-512.

[15] Kalra, N., Chakraborty, D., Sharma, A., et al., 2008. Effect of increasing temperature on yield of some winter crops in northwest India. Current Science. 94(1), 82-88.

[16] Haris, A.A., Sandeep, B., Chhabra, V., 2010. Climate change impacts on productivity of rice (Oryza Sativa) in Bihar. Indian Journal of Agronomy. 55(4), 295-298.

[17] Jha, B., Tripathi, A., 2011. Isn’t climate change affecting wheat productivity in India?. Indian Journal of Agricultural Economics. 66(3), 353-364.

[18] Birthal, P.S., Khan, Md.T., Negi, D.S., et al., 2014. Impact of climate change on yields of major food crops in India: Implications for food security. Agricultural Economic Research Review. 27(2), 145-155.

[19] Kumar, A., Sharma, P., 2014. Climate change and sugarcane productivity in India: An empirical analysis. Journal of Social & Development Sciences. 5(2), 111-122.

[20] Mondal, P., Jain, M., Robertson, A., et al., 2014. Winter crop sensitivity to inter-annual climate variability in central India. Climate Change. 126(1), 61- 76.

[21] Mondal, P., Jain, M., DeFries, R.S., et al., 2015. Sensitivity of crop cover to climate variability: Insights from two Indian agro-ecoregions. Journal of Environmental Management. 148(1), 21-30.

[22] Abeysingha, N.S., Singh, M., Islam, A., et al., 2016. Climate change impacts on irrigated rice and wheat production in Gomti River basin of India: A case study. Springer Plus. 5(125), 1-20.

[23] Shukla, S.K., Yadav, S.K., 2017. Sustainability of smallholder sugarcane growers under changing climatic scenarios. Current Advances in Agricultural Sciences. 9(2), 197-203.

[24] Dubey, S.K., Gavil, A.S., Yadav, S.K., et al., 2018. Remote sensing-based yield forecasting for sugarcane (Saccharum-officinarum L.) crop in India. Journal of the Indian Society of Remote Sensing. 46(1), 1823-1833.

[25] Singh, A.K., Sharma, P., 2018. Measuring the productivity of food-grain crops in different climate change scenarios in India: An evidence from time series investigation. Climate Change. 4(16), 661-673.

[26] Guntukula, R., 2019. Assessing the impact of climate change on Indian agriculture: Evidence from major crop yields. Journal of Public Affairs. 20(1), 1-7.

[27] Singh, A.K., Narayanan, K.G.S., Sharma, P., 2019. Measurement of technical efficiency of climatic and non-climatic factors in sugarcane farming in Indian states: Use of stochastic frontier production. Climate Change. 5(19), 150-166.

[28] Kelkar, S.M., Kulkarni, A., Rao, K.K., 2020. Impact of climate variability and change on crop productivity in Maharashtra, India. Current Science. 118(8), 1235-1245.

[29] Singh, S. 2020. Assessment of climate change impact on wheat yield in western dry region: A district level analysis. Indian Journal of Ecology. 47(2), 1-9.

[30] Singh, A.K., Jyoti, B., 2021. Projected food-grain production and yield in India: An evidence from state-wise panel data investigation during 1977-2014. Journal of Agricultural Sciences – Sri Lanka. 16(1), 108-125.

[31] Kumar, K.S.K., Parikh, J., 2001. Socio-economic impacts of climate change on Indian agriculture. International Review of Environmental Strategies. 2(1), 277-293.

[32] Kumar, K.K., Kumar, K.R., Ashrit, R.G., et al., 2004. Climate impact of Indian agriculture. International Journal Of Climatology. 24(1), 1375-1393.

[33] Nandhini, U.S., Alagumani, T., Shibi, S., 2006. Economic analysis of agriculture in southern parts of coastal India. Agricultura Tropica Et Subtropica. 39(1), 279-284.

[34] Kumar, K.S.K., 2011. Climate sensitivity of Indian agriculture do spatial effects matter?. Cambridge Journal of Regions Economy and Society. (1), 1-15.

[35] Asha, L.K.V., Gopinath, M., Bhat, A.R.S., 2012. Impact of climate change on rainfed agriculture in India. International Journal of Environmental Science and Development. 3(1), 368-371.

[36] Kumar, A., Sharma, P., 2013. Impact of climate variability on land productivity in India: A panel data analysis. Journal of Earth Science & Climatic Change. 4(4), 81.

[37] Forster, D., Andres, C., Verma, R., et al., 2013. Yield and economic performance of organic and conventional cotton-based farming systems-Results from a field trial in India. PLOS ONE. 8(12), 1-15.

[38] Singh, S., Nayak, S., 2014. Climate change and agriculture production in India. European Academic Research. 2(6), 8398-8415.

[39] Davari, M.R., Ram, M., Tewari, J.C., et al., 2010. Impact of agricultural practices on ecosystem services. International Journal of Agronomy & Plant Production. 1(1), 11-23.

[40] Suresh, R.B., 2010. Organic farming: Status, issues and prospects-A review. Agricultural Economic Review. 23(2), 343-358.

[41] Ram, M., Davari, M.R., Sharma, S.N., 2011. Effect of organic manures and biofertilizers on basmati rice (Oryza sativa L.) under organic farming of ricewheat cropping system. International Journal of Advanced Computing Sciences. 3(3), 76-84.

[42] Gupta, A.K., Tyagi, P., Sehgal, V.K., 2011. Drought disaster challenges and mitigation in India: Strategic appraisal. Current Science. 100(12), 1795-1806.

[43] Udmale, P., Ichikwa, Y., Manadhar, S., et al., 2014. Farmers’ perception of drought impacts, local adaptation and administrative mitigation measures in Maharashtra state, India. International Journal of Disaster Risk Reduction. 10(1), 250-269. DOI: https://doi.org/10.1016/j.ijdrr.2014.09.011

[44] Singh, S., Singh, A., 2019. Farmer’s perception of climate change and livelihood vulnerability in rainfed regions of India: A gender-environment perspective. International Journal of Environment & Climate Change. 9(12), 878-889.

[45] Syan, A.S., Kumar, V., Sandhu, V., et al., 2019. Empirical analysis of farmers’ intention to adopt sustainable agricultural practices. Asia-Pacific Journal of Management Research and Innovation. 15(1-2), 39- 52.

[46] Das, A., Senapati, M., Johan, J., 2009. Impact of agricultural credit on agriculture production: An empirical analysis in India. RBIOP, 30(2), 1-33.

[47] Hazarika, S., Kumar, M., Thakuria, D., et al., 2013. Organic farming: Reality and concern. Indian Journal of Hill Farming. 26(2), 88-97.

[48] Yadav, S.K., Babu, S., Yadav, M.K., et al., 2013. A review of organic farming for sustainable agriculture in Northern India. International Journal of Agronomy. (1), 1-8. DOI: https://doi.org/10.1155/2013/718145

[49] Patil, S., Reidsma, P., Shah, P., et al., 2014. Comparing conventional and organic agriculture in Karnataka, India: Where and when can organic farming be sustainable?. Land Use Policy. 37(1), 40-51.

[50] Aher, S.B., Lakaria, B.L., Kaleshananda, S., et al., 2015. Effect of organic farming practices on soil and performance of soybean (Glycine max) under semi-arid tropical conditions in Central India. Journal of Applied & Natural Science. 7(1), 1-13.

[51] Eyhorn, F., van den Berg, M., Decock, C., et al., 2018. Does organic farming provide a viable alternative for smallholder rice farmers in India?. Sustainability. 10(1), 1-15.

[52] Shabbir, M.M., Yaqoob, N., 2019. The impact of technological advancement on total factor productivity of cotton: A comparative analysis between Pakistan and India. Journal of Economic Structures. 4(1), 1-24.

[53] Luu, A.T., Hguyen, A.T., Trinh, Q.A., et al., 2019. Farmers’ intention to climate change adaptation in agriculture in the red river Delta Biosphere Reserve (Vietnam): A combination of structural equation modelling (SEM) and protection motivation theory (PMT). Sustainability. 11(2993), 1-17.

[54] Pakmehr, S., Yazdanpanah, M., Baradaran, M., 2020. Explaining farmers’ response to climate change-induced water stress through cognitive theory of stress: an Iranian perspective. Environment, Development and Sustainability. 23(1), 5776-5793.

[55] Angom, J., Viswanathan, P.K., Ramesh, M.V., 2021. The dynamics of climate change adaptation in India: A review of climate smart agricultural practices among smallholder farmers in Aravali District, Gujarat, India. Current Research Environmental Sustainability. 3(100039), 1-11.

[56] Khatian, M.A., Peerzado, M.B., Kaleri, A.A., et al., 2017. Impact of climate change on sugarcane and wheat crops in district Hyderabad Sindh, Pakistan. Journal of Basic & Applied Science. 13(1), 404-407.

[57] Asrat, P., Simane, B., 2018. Farmers’ perception of climate change and adaptation strategies in the Dabus watershed, North-West Ethiopia. Ecological Processes. 7(7), 1-13.

[58] Diallo, A., Donkor, E., Owusu, V., 2020. Climate change adaptation strategies, productivity and sustainable food security in southern Mali. Climate Change. 159(1), 309-327.

[59] Falco, S.D., Veronesi, M., 2013. How can African agriculture adapt to climate change? A counterfactual analysis from Ethiopia. Land Economics. 89(4), 743- 766.

[60] Maciel, E.S., Savay-Da-Silva, L.K., Vasconcelos, J.S., et al., 2013. Application of exploratory factor analysis to assess fish consumption in a university community. Food Science and Technology (Campinas). 33(1), 99-106.

[61] Avelar-Sosa, L., García-Alcaraz, J.L., Maldonado-Macías, A.A., et al., 2018. Application of structural equation modelling to analyse the impact of logistics services on risk perception, agility and customer service level. Advances in Production Engineering & Management. 13(2), 179-192.

[62] Taber, K.S., 2018. The use of Cronbach’s Alpha when developing and reporting research instruments in science education. Research in Science Education. 48(1), 1273-1296.

[63] Astivia, O.L., Zumbo, B.D., 2019. Heteroskedasticity in multiple regression analysis: What it is, how to detect it and how to solve it with applications in R and SPSS. Practical Assessment, Research & Evaluation. 24(1), 1-16.

[64] Abdullahi, H.S., Mahieddine, F., Sheriff, R.E., 2015. Technology impact on agricultural productivity: A review of precision agriculture using unmanned Aerial vehicles. In: Pillai P., Hu Y., Otung I., Giambene G. (eds) Wireless and Satellite Systems, WiSATS 2015, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 154(1), 388-400. DOI: https://doi.org/10.1007/978-3-319-25479-1_29

[65] Pingali, P., Aiyar, A., Abraham, M., et al., 2019. Agricultural technology for increasing competitiveness of small holders. Transforming Food Systems for a Rising India, Palgrave Studies in Agricultural Economics and Food Policy, Palgrave Macmillan, Cham. pp. 215-240. https://link.springer.com/chapter/10.1007/978-3-030-14409-8_9

Online ISSN: 2737-4785, Print ISSN: 2737-4777, Published by Nan Yang Academy of Sciences Pte. Ltd.