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Is rainfall gradient a factor of livelihood diversification? Empirical evidence from around climatic hotspots in Indo-Gangetic Plains

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Abstract

Farmers in the Indo-Gangetic Plains are constantly seeking ways to adapt to changing circumstances and opportunities that include new technologies, institutions, policies, socio-economic and cultural shifts, as well as a changing climate. The relationship between rainfall and local livelihoods is important to devise policies to improve adaptive capacity of farmers to different drivers of changes. The present study investigates whether the spatial variations in rainfall have prompted the location-specific livelihood diversification by using data from 2660 farm families in the climatic risk areas in India, Nepal and Bangladesh. The results show a higher on-farm livelihood diversification in the areas with high rainfall (1500–2100 mm) compared to medium (900–1500 mm) and very high rainfall regimes (>2100 mm). Based on this study, the optimal range of rainfall for better agricultural livelihood in the context of changing environmental circumstances is from 1500 to 2100 mm. In terms of farm practices changed (proxy of adaptability), farmers responded more frequently to the market-related drivers than climatic stressors. Farmers in climate vulnerable areas (Bihar and coastal Bangladesh for instance) responded more to climatic stressors than those living in relatively less vulnerable areas (Terai for instance). The results imply that livelihood strategies should be tailor-made along the climatic resources such as rainfall, considering other biophysical and socio-economic variations at the spatial scale. Identifying household and farm-level coping strategies along the rainfall gradient can also be useful in targeting interventions to build resilience to shocks.

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References

  • Aggarwal, P. K. (2008). Global climate change and Indian agriculture: Impacts, adaptation and mitigation. Indian Journal of Agricultural Sciences, 78(11), 911–919.

    Google Scholar 

  • Aggarwal, P. K., Joshi, P. K., Ingram, J. S. I., & Gupta, R. K. (2004). Adapting food systems of the Indo-Gangetic plains to global environmental change: Key information needs to improve policy formulation. Environmental Science & Policy, 7(6), 487–498.

    Article  Google Scholar 

  • Ahmed, A. U., Hassan, S. R., Etzold, B., & Neelormi, S. (2012). Where the rain falls, case study: Bangladesh. United Nations University and Institute for Environment and Human Security (UNU-EHS), Bonn.

  • Barrett, C., Marenya, P. P., McPeak, J. G., Minten, B., Murithi, F. M., Oluoch-Kosura, W., et al. (2006). Welfare dynamics in rural Kenya and Madagascar. Journal of Development Studies, 42(2), 248–277.

    Article  Google Scholar 

  • Barrett, C. B., & Reardon, T. (2001). Nonfarm income diversification and household livelihood strategies in rural Africa: Concepts, dynamics, and policy implications. Food Policy, 26(4), 315–331.

    Article  Google Scholar 

  • Bhatta, G. D., & Aggarwal, P. K. (2015). Coping with weather adversity and adaptation to climatic variability: A cross-country study of smallholder farmers in South Asia. Climate and Development,. doi:10.1080/17565529.2015.1016883.

    Google Scholar 

  • Bhattacharyya, A., & Werz, M. (2012). Climate change, migration and conflict in South Asia. Washington DC: Centre for American Progress.

    Google Scholar 

  • Bijay-Singh, N., Tiwari, M. K., & Abrol, Y. P. (2008). Reactive nitrogen in agriculture, industry and environment in India. New Delhi: Indian National Science Academy.

    Google Scholar 

  • Brown, R., Stephens, C., Ouma, J., Murithi, M., & Barrett, C. (2006). Livelihood strategies in the rural Kenyan highlands. African Journal of Agricultural Research, 1(1), 21–36.

    Google Scholar 

  • Burke, M., & Lobell, D. (2010). Food security and adaptation to climate change: What do we know? In D. Lobell & M. Burke (Eds.), Climate change and food security, advances in global change research. Berlin: Springer.

    Google Scholar 

  • Chandra, A., Saradhi, P. P., Maikhuri, R. K., Saxena, K. G., & Rao, K. S. (2011). Traditional agrobiodiversity management: A case study of central Himalayan village ecosystem. Journal of Mountain Science, 8, 62–74.

    Article  Google Scholar 

  • Chhetri, N. B. (2012). Adapting agriculture to climate variability and change: Capacity building through technological innovation. In A. Hannachi (Ed.), Climate variability—Some aspects, challenges and prospects (pp. 182–192). Croatia: InTech Europe.

    Google Scholar 

  • Chhetri, N., Chaudhary, P., Tiwari, P. R., & Yadav, R. B. (2012). Institutional and technological innovation: Understanding agricultural adaptation to climate change in Nepal. Applied Geography, 33(3), 142–150. doi:10.1016/j.apgeog.2011.10.006.

    Article  Google Scholar 

  • Chhetri, N., & Easterling, W. (2012). Adapting to climate change: Retrospective analysis of climate technology interaction in the rice-based farming system of Nepal. Annals of the Association of American Geographers, 100(5), 1156–1176.

    Article  Google Scholar 

  • Cooper, P. J. M., Dimes, J., Rao, K. P. C., Shapiro, B., Shiferaw, B., & Twomlow, S. (2008). Coping better with current climatic variability in the rain-fed farming systems of sub-Saharan Africa: An essential first step in adapting to future climate change? Agriculture, Ecosystems and Environment, 126, 24–35.

    Article  Google Scholar 

  • CRU. (2013). University of East Anglia Climatic Research Unit. CRU TS3.21: Climatic Research Unit (CRU) Time-Series (TS) Version 3.21 of high resolution gridded data of month-by-month variation in climate (Jan. 1901–Dec. 2012). Data extracted in April 2013.

  • Cunguara, B., Langyintuo, A., & Darnhofer, I. (2011). The role of nonfarm income in coping with the effects of drought in southern Mozambique. Agricultural Economics, 42(6), 701–713. doi:10.1111/j.1574-0862.2011.00542.x.

    Article  Google Scholar 

  • Dixit, A., Upadhya, M., Dixit, K., Pokhrel, A., & Rai, D. R. (2009). Living with water stress in the hills of the Koshi Basin, Nepal. Kathmandu: Institute for Social and Environmental Transition-Nepal, ISET-N, ICIMOD.

    Google Scholar 

  • Erenstein, O., Thorpe, W., Singh, J., & Varma, A. (2007). Crop-livestock interactions and livelihoods in the Ingo-Gangetic Plains, India: A regional synthesis. Crop-livestock interactions scoping study-synthesis. New Delhi: CIMMYT-ILRI-RWC.

    Google Scholar 

  • Etzold, B., Ahmed, A. U., Hassan, S. R., & Neelormi, S. (2014). Clouds gather in the sky, but no rain falls. Vulnerability to rainfall variability and food insecurity in Northern Bangladesh and its effects on migration. Climate and Development, 6(1), 18–27. doi:10.1080/17565529.2013.833078.

    Article  Google Scholar 

  • Gebru, G. W., & Beyene, F. (2012). Rural household livelihood strategies in drought-prone areas: A case of Gulomekeda District, eastern zone of Tigray National Regional State, Ethiopia. Journal of Development and Agricultural Economics, 4(6), 158–168.

    Google Scholar 

  • Giorgi, F., & Bi, X. (2005). Regional changes in surface climate interannual variability for the 21st century from ensembles of global model simulations. Geophysical Research Letter, 32, L13701.

    Article  Google Scholar 

  • Gregory, P. J., Ingram, J. S. I., & Brklacich, M. (2005). Climate change and food security. Philosophical Transactions of the Royal Society Biological Sciences, 6, 2139–2148.

    Article  Google Scholar 

  • Gupta, R. K., & Seth, A. (2007). A review of resource conserving technologies for sustainable management of the rice–wheat cropping system of the Indo-Gangetic Plains, GCP. Crop Protection, 26, 436–447.

    Article  Google Scholar 

  • Hailu, R., & Hassen, A. (2012). Livelihood diversification among the agricultural land scarce peasants in the Central highlands of Ethiopia. International Journal of Agricultural Science, Research and Technology, 2, 1–8.

    Google Scholar 

  • Haque, S. A. (2006). Salinity problems and crop production in coastal regions of Bangladesh. Pakistan Journal of Botany, 38(5), 1359–1365.

    Google Scholar 

  • Harrington, L. W., & Hobbs, P. R. (2009). The rice–wheat consortium and the asian development bank: A history. In J. K. Ladha, S. Yadvinder, O. Erenstein, & B. Hardy (Eds.), Integrated crop and resource management in the rice–wheat system of South Asia (pp. 3–68). Los Baños: International Rice Research Institute.

    Google Scholar 

  • ICIMOD. (2009). Local responses to too much and too little water in the greater Himalayan region. Kathmandu: International Centre for Integrated Mountain Development, ICIMOD.

    Google Scholar 

  • IPCC. (2007). Climate change 2007: Impacts, adaptation and vulnerability. In M. L. Parry, O. F. Canziani, J. P. Palutikof, P. J. van der Linden, & C. E. Hanson (Eds.), Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change (976 p). Cambridge: Cambridge University Press.

  • Jehangir, W. A., Masih, I., Ahmed, S., Gill, M. A., Ahmad, M., Mann, R. A., et al. (2007). Sustaining crop water productivity in ricewheat systems of South Asia: A case study from the Punjab, Pakistan. IWMI working paper 115. International Water Management Institute, Colombo.

  • Jodha, N. S., Singh, N. P., & Bantilan, M. C. S. (2012). Enhancing farmers’ adaptation to climate change in arid and semi-arid agriculture of India: Evidences from indigenous practices. Working paper series No. 32. International Crops Research Institute for the Semi-Arid Tropics, Hyderabad.

  • Kerr, J. M. (1996). Sustainable development of rainfed agriculture in India. Washington DC: International Food Policy Research Institute.

    Google Scholar 

  • Kristjanson, P., Neufeldt, H., Gassner, A., Mango, J., Kyazze, F., Desta, S., et al. (2012). Are food insecure smallholder households making changes in their farming practices? Evidence from East Africa. Food Security, 4(3), 381–397.

    Article  Google Scholar 

  • Ladha, J. K., Kumar, V., Alam, M. M., Sharma, S., Gathala, M. K., Chandna, P., et al. (2009). Integrating crop and resource management technologies for enhanced productivity, profitability, and sustainability of the rice–wheat system in South Asia. In J. K. Ladha, S. Yadvinder, O. Erenstein, & B. Hardy (Eds.), Integrated crop and resource management in the rice–wheat system of South Asia (pp. 69–108). Los Baños: International Rice Research Institute.

    Google Scholar 

  • Lal, M., Meehl, G. A., & Arblaster, J. M. (2000). Simulation of Indian summer monsoon rainfall and its intraseasonal variability. Regional Environmental Change, 1, 163–169.

    Article  Google Scholar 

  • Lambrou, Y., & Nelson, S. (2010). Farmers in the changing climate. Does gender matter? Food security in Andhra Pradesh, India. Food and Agriculture Organization of the United Nations, Rome.

  • Manadhar, S., Vogt, D. S., Peret, S. R., & Kazama, F. (2011). Adapting cropping systems to climate change in Nepal: A cross-regional study of farmers’ perception and practices. Regional Environmental Change, 11(2), 335–348. doi:10.1007/s10113-010-0137-1.

    Article  Google Scholar 

  • Marschke, J. M., & Berkes, F. (2006). Exploring strategies that build livelihood resilience: A case from Cambodia. Ecology and Society, 11(1), 42–58.

    Google Scholar 

  • May, W. (2004). Simulation of the variability and extremes of daily rainfall during the Indian summer monsoon for present and future times in a global time slice experiment. Climate Dynamics, 22, 183–204.

    Article  Google Scholar 

  • Mertz, O., Mbow, C., Reenberg, A., & Diouf, A. (2009). Farmers’ perceptions of climate change and agricultural adaptation strategies in rural Sahel. Environment Management, 43, 804–816.

    Article  Google Scholar 

  • Mongi, H., Majule, A. E., & Lyimo, J. G. (2010). Vulnerability and adaptation of rainfed agriculture to climate change and variability in semi-arid Tanzania. African Journal of Environmental Science and Technology, 4(6), 371–381.

    Article  Google Scholar 

  • Morton, J. F. (2007). The impact of climate change on smallholder and subsistence agriculture. PNAS, 104(50), 19680–19685.

    Article  CAS  Google Scholar 

  • New, M., Rahiz, M., & Karmacharya, J. (2012). Climate change in Indo-Gangetic agriculture: Recent trends, current projections, crop-climate suitability, and prospects for improved climate model information. Agriculture and Food Security, Copenhagen, Denmark: CGIAR Research Program on Climate Change.

    Google Scholar 

  • Ngigi, S., Thome, J., Waweru, D., & Blank, H. (2000). Technical evaluation of low-head drip irrigation technologies in Kenya. Research report. Nairobi: Nairobi University and the International Water Management Institute.

    Google Scholar 

  • Nicholls, R. J., Wong, P. P., Burkett, V. R., Codignotto, J. O., Hay, J. E., McLean, et al. (2007). Coastal systems and low-lying areas. In M. L., Parry, O. F., Canziani, J. P., Palutikof, P. J., van der Linden, C. E., Hanson (Eds.), Climate change 2007: Impacts, adaptation and vulnerability. Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change (pp. 315–356). Cambridge: Cambridge University Press.

  • Osbahr, H., Twyman, C., Adger, W. N., & Thomas, D. S. G. (2008). Effective livelihood adaptation to climate change disturbance: Scale dimensions of practice in Mozambique. Geoforum, 39(6), 1951–1964.

    Article  Google Scholar 

  • Ranbhandari, B., & Bhatta, G. D. (2008). Food crops: Agro-ecology and modern agro-techniques. Kathmandu: Himalayan College of Agricultural Sciences and Technology.

    Google Scholar 

  • Ravera, F., Tarrasón, D., & Simelton, E. (2011). Envisioning adaptive strategies to change: Participatory scenarios for agropastoral semiarid systems in Nicaragua. Ecology and Society, 16(1), 20.

    Google Scholar 

  • Saini, H. S. (2008). Climate change and its future impact on the Indo-Gangetic Plain. E-Journal Earth Science, 1(3), 138–147.

    Google Scholar 

  • Selvaraju, R., Subbiah, A. R., Baas, S., & Ingmar, J. (2006). Developing institutions and options for livelihood adaptation to climate variability and change in drought-prone areas of Bangladesh. Food and Agriculture Organization of the United Nations and the Asian Disaster Preparedness Center, Rome.

  • Singh, R. B., Kumar, P., & Woodhead, T. (2002). Smallholder farmers in India: Food security and agricultural policy. RAP Publication: 2002/03., Food and Agriculture Organization of the United Nations, Regional Office for Asia and the Pacific, Bangkok.

  • Smit, B., Pilifosova, O., Burton, I., Challenger, B., Huq, S., Klein, R., et al. (2001). Adaptation to climate change in the context of sustainable development and equity. In J. J. McCarthy, O. F. Canziani, N. A. Leary, D. J. Dokken, K. S. White (Eds.), Climate Change 2001. Impacts, adaptation and vulnerability. Contribution of working group II to the third assessment report of the IPCC. Cambridge: Cambridge University Press.

  • Smithers, J., & Blay-Palmer, A. (2001). Technology innovation as a strategy for climate adaptation in agriculture. Applied Geography, 21, 175–197.

    Article  Google Scholar 

  • Start, D., & Johnson, C. (2004). Livelihood options? The political economy of access, opportunity and diversification. ODI working paper 233. Overseas Development Institute (ODI).

  • Sundstrom, J. F. (2014). Future trends of agricultural food production posed by environmental degradation, climate change, and animal and plant diseases—A risk analysis in three economic and climate settings. Food Security, 6, 201–215.

    Article  Google Scholar 

  • Teweldemedhin, M. Y., & Kapimbi, Y. (2012). Factors influencing enterprise diversification as a risk strategy management in Namibia: A case study of communal farmers from the Kunene region. International Journal of Agriculture Science, 2(9), 845–853.

    Google Scholar 

  • Thornton, P. K., Boone, R. B., Galvin, K. A., BurnSilver, S. B., Waithaka, M. M., Kuyiah, J., et al. (2007). Coping strategies in livestock-dependent households in East and southern Africa: A synthesis of four case studies. Human Ecology, 35(4), 461–476.

    Article  Google Scholar 

  • Turner, B., Kasperson, R., Matson, P., McCarthy, J., Corell, R., Christensen, L., et al. (2003). A framework for vulnerability analysis in sustainability science. Proceedings of the National Academy of Sciences, 100(14), 8074–8079.

    Article  CAS  Google Scholar 

  • UNDP. (2009). United Nation Development Programme. http://hdr.undp.org/en/reports/global/hdr2009/.

  • Wood, S. A., Jina, A. S., Jain, M., Kristjanson, P., & DeFries, R. S. (2014). Smallholder farmer cropping decisions related to climate variability across multiple regions. Global Environment Change, 25, 163–172. doi:10.1016/j.gloenvcha.2013.12.011.

    Article  Google Scholar 

  • World Bank. (2009). South Asia: Climate change strategy. Washington, DC USA: The World Bank.

    Google Scholar 

  • Ziervogel, G., Bharwani, S., & Downing, T. E. (2006). Adapting to climate variability: Pumpkins, people and policy. Natural Resources Forum, 30, 294–305.

    Article  Google Scholar 

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Acknowledgments

We would like to acknowledge all members of the site survey teams for collecting data. We would like to thank all interviewees in the local communities (Bihar state of India, Coastal Bangladesh and Terai of Nepal). We appreciate the support from CCAFS’s numerous investors and CGIAR centre colleagues and partners. This research was carried out with funding by the European Union (EU) and with technical support from the International Fund for Agricultural Development (IFAD). We also would like to recognize and thank Robert Rivers for editing language and providing constructive inputs. The comments and inputs from anonymous reviewers are invaluable in properly shaping the manuscript and hence they deserve special thank.

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Bhatta, G.D., Aggarwal, P.K., Shrivastava, A.K. et al. Is rainfall gradient a factor of livelihood diversification? Empirical evidence from around climatic hotspots in Indo-Gangetic Plains. Environ Dev Sustain 18, 1657–1678 (2016). https://doi.org/10.1007/s10668-015-9710-6

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