Skip to main content

Advertisement

Log in

Agricultural innovation and adaptation to climate change: empirical evidence from diverse agro-ecologies in South Asia

  • Published:
Environment, Development and Sustainability Aims and scope Submit manuscript

Abstract

While impacts of climate change on agricultural systems have been widely researched, there is still limited understanding of what agricultural innovations have evolved over time in response to both climatic and non-climatic drivers. Although there has been some progress in formulating national adaptation policies and strategic planning in different countries of South Asia, research to identify local-level adaptive strategies and practices is still limited. Through eight case studies and a survey of 300 households in 15 locations in India, Nepal and Bangladesh, this paper generates empirical evidence on emerging agricultural innovations in contrasting socio-economic, geographical and agro-ecological contexts. The study demonstrates that several farm practices (innovations) have emerged in response to multiple drivers over time, with various forms of institutional and policy support, including incentives to reduce risks in the adoption of innovative practice. It further shows that there is still limited attempt to systematically mainstream adaptation innovations into local, regional and national government structures, policies and planning processes. The paper shows that the process of farm-level adaptation through innovation adoption forms an important avenue for agricultural adaptation in South Asia. A key implication of this finding is that there is a need for stronger collaborations between research institutions, extension systems, civil society and the private sector actors to enhance emerging adaptive innovations at the farm level.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Aase, T. H., Chapagain, P. S., & Tiwari, P. C. (2013). Innovation as an expression of adaptive capacity to change in Himalayan farming. Mountain Research and Development, 33(1), 4–10.

    Article  Google Scholar 

  • Adger, W. (2003). Social capital, collective action, and adaptation to climate change. Economic Geography, 79, 387–404.

    Article  Google Scholar 

  • Aggarwal, P., Pathak, H., Kumar, S., & Sharma, P. (2013). South Asia perspectives on climate change and agriculture: Adaptation options. In D. Hillel & C. Rosenzweig (Eds.), Handbook of climate change and agroecosystems. ICP series on climate change impacts, adaptation, and mitigation (Vol. 2). London: Imperial College Press.

    Google Scholar 

  • Agrawal, A. (2010). Local institutions and adaptation to climate change. In R. Mearns & N. Norton (Eds.), Social dimensions of climate change: Equity and vulnerability in a warming world. Washington, DC: The World Bank.

    Google Scholar 

  • Agrawal, A., & Perrin, N. (2008). Climate adaptation, local institutions, and rural livelihoods. IFRI working paper W081-6. University of Michigan, USA.

  • Akon-Yamga, G., Boadu, P., Obiri, D. B., Amoako, J., & Mboob, F. J. (2011). Agricultural innovations for climate change adaptation and food security in Africa: The cases of Ghana and the Gambia. African Technology Policy Studies Network, Working paper series 59, Nairobi, Kenya.

  • Altieri, M. A., & Nicholls, C. I. (2013). The adaptation and mitigation potential of traditional agriculture in a changing climate. Climatic Change. doi:10.1007/s10584-013-0909-y

    Google Scholar 

  • Amaru, S., & Chhetri, N. B. (2013). Climate adaptation: Institutional response to environmental constraints, and the need for increased flexibility, participation, and integration of approaches. Applied Geography, 39, 128–139.

    Article  Google Scholar 

  • Astier, M., García-Barrios, L., Galván-Miyoshi, Y., González-Esquivel, C. E., & Masera, O. R. (2012). Assessing the sustainability of small farmer natural resource management systems: A critical analysis of the MESMIS program (1995–2010). Ecology and Society. doi:10.5751/ES-04910-170325

    Google Scholar 

  • Astier, M., Speelman, E. N., López-Ridaura, S., Masera, O. R., & Gonzalez-Esquivel, C. E. (2011). Sustainability indicators, alternative strategies and trade-offs in peasant agroecosystems: Analysing 15 case studies from Latin America. International Journal of Agricultural Sustainability, 9(3), 409–422. doi:10.1080/14735903.2011.583481

    Article  Google Scholar 

  • Ayers, J., Huq, S., Wright, H., Faisal, A. M., & Hussain, S. T. (2014). Mainstreaming climate change adaptation into development in Bangladesh. Climate and Development, 6(4), 293–305. doi:10.1080/17565529.2014.977761

    Article  Google Scholar 

  • Balasubramanian, V., Adhya, T. K., & Ladha, J. K. (2013). Enhancing eco-efficiency in the intensive cereal-based systems of the Indo-Gangetic Plains. In C. H. Hershey & P. Neate (Eds.), Eco-efficiency: From vision to reality. Colombia: International Center for Tropical Agriculture.

    Google Scholar 

  • Below, T., Artner, A., Siebert, R., Sieber, S. (2010). Micro-level practices to adapt to climate change for African small-scale farmers: A review of selected literature. IFPRI discussion paper 00953. International Food Policy Research Institute Washington, DC.

  • 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 

  • Bhatta, G. D., Aggarwal, P. K., Poudel, S., & Belgrave, D. A. (2015a). Climate-induced migration in South Asia: Migration decisions and gender dimensions of adverse climatic events. The Journal of Rural and Community Development, 10(4), 1–23.

    Google Scholar 

  • Bhatta, G. D., Aggarwal, P. K., Shrivastava, A. K., & Sproule, L. (2015b). Is rainfall gradient a factor of livelihood diversification? Empirical evidence from around climatic hotspots in Indo-Gangetic Plains. Environment, Development and Sustainability. doi:10.1007/s10668-015-9710-6

    Google Scholar 

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

    Google Scholar 

  • Boko, M., Niang, A., Nyong, A., Vogel, C., Githeko, M., Mednay, M., et al. (Eds.) (2007) Africa. Climate change 2007: Impacts, adaptation and vulnerability. Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge.

  • Chhabra, A., Manjunath, K. R., Panigrahy, S., & Parihar, J. S. (2009). Spatial pattern of methane emissions from Indian livestock. Current Science, 96(5), 683–689.

    CAS  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. B., & Easterling, W. (2010). 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 

  • Cruz, R. V., Harasawa, H., Lal, M., Wu, S., Anokhin, Y., Punsalmaa, B., et al. (2007). Asia. Climate change 2007: Impacts, adaptation and vulnerability. In M. L. Parry, O. F. Canziani, J. P. Palutikof, P. J. vander Linden, & C. E. Hanson (Eds.), Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change (pp. 469–506). Cambridge: Cambridge University Press.

    Google Scholar 

  • DAE. (2013). Report on floating vegetable cultivation. Disaster and climate risk management in agriculture project. Dhaka: Department of Agricultural Extension.

    Google Scholar 

  • De, U. S., & Mukhopadhyay, R. K. (1998). Severe heat wave over the Indian subcontinent in 1998 in perspective of global climate. Current Science, 75(12), 1308–1315.

    Google Scholar 

  • Dietz, T., Ostrom, E., & Stern, P. (2003). The struggle to govern the commons. Science, 302(5652), 1907–1912. doi:10.1126/science.1091015

    Article  CAS  Google Scholar 

  • Eriksen, S., & Selboe, E. (2012). The social organization of adaptation to climate variability and global change: The case of a mountain farming community in Norway. Applied Geography, 33, 159–167.

    Article  Google Scholar 

  • FAO. (2013). FAO statistical book 2013. Food and Agriculture Organization of the United Nations, Rome.

  • Fresque-Baxter, J. A., & Armitage, D. (2012). Place identity and climate change adaptation: A synthesis and framework for understanding. Wiley Interdisciplinary Reviews: Climate Change, 3(3), 251–266.

    Google Scholar 

  • Gartaula, H., Niehof, A., & Visser, L. (2010). Feminisation of agriculture as an effect of male out-migration: unexpected outcomes from Jhapa District, Eastern Nepal. The International Journal of Interdisciplinary Social Sciences, 5(2), 565–578.

    Article  Google Scholar 

  • Gathalaa, M. K., Kumara, V., Sharma, P. C., Saharawata, Y. S., Jat, H. S., Singh, M., et al. (2013). Optimizing intensive cereal-based cropping systems addressing current and future drivers of agricultural change in the northwestern Indo-Gangetic Plains of India. Agriculture, Ecosystems & Environment, 177, 85–97. doi:10.1016/j.agee.2013.06.002

    Article  Google Scholar 

  • Gauchan, D., Joshi, M., & Biggs, S. (2003). A strategy for strengthening participatory technology development in agriculture and natural resources innovations systems: The case of Nepal. International Journal of Technology Management and Sustainable Development, 2, 39–52.

    Article  Google Scholar 

  • Gitz, V., & Meybeck, A. (2012). Risks, vulnerabilities and resilience in a context of climate change. In A. Meybeck, J. Lankoski, S. Redfern, N. Azzu, & V. Gitz (Eds.), Building resilience for adaptation to climate change in the agriculture sector. Rome: Food and Agriculture Organization of the United Nations.

    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 

  • Gupta, J., Termeer, C., Klostermann, J., Meijerink, S., vanden Brink, M., Jong, P., et al. (2010). The Adaptive Capacity Wheel: A method to assess the inherent characteristics of institutions to enable the adaptive capacity of society. Environmental Science & Policy, 13(6), 459–471. doi:10.1016/j.envsci.2010.05.006

    Article  Google Scholar 

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

    Google Scholar 

  • Howden, S. M., Soussana, J. F., Tubiello, F. N., Chhetri, N., Dunlop, M., & Meinke, H. (2007). Adapting agriculture to climate change. Proceedings of the National Academy of Sciences of the United States of America, 104(50), 19691–19696. doi:10.1073/pnas.0701890104

    Article  CAS  Google Scholar 

  • Hussain, S., & Iqbal, A. (2011). Research priorities in Bangladesh agriculture. Dhaka: Bangladesh Agricultural Research Council (BARC).

    Google Scholar 

  • IPCC. (2007). Climate change 2007: Impacts, adaptation and vulnerability. Contribution of working group II to the 4th Assessment Report of the Intergovernmental Panel on Climate Change (IPCC). Summary for Policy Makers. Cambridge University Press, UK.

  • 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, India.

  • Kibria, Z. (2011). Tidal river management (TRM): Indigenous water management practices. Community-Based River Basin Management and Climate Change Adaptation in Southwest Coastal Region of Bangladesh, Uttaran, Dhaka, Bangladesh.

  • Klein, R. J. T., Schipper, E. L. F., & Dessai, S. (2005). Integrating mitigation and adaptation into climate and development policy: Three research questions. Environmental Science & Policy, 8, 579–588.

    Article  Google Scholar 

  • Kristjanson, P., Förch, W., Barahona, C., Garlick, C., Thornton, P. (2010). CCAFS baseline household survey manual for survey sites. Climate Change, Agriculture and Food Security (CCAFS). www.ccafs.cgiar.org/resources/baseline-surveys

  • 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. doi:10.1007/s12571-012-0194-z

    Article  Google Scholar 

  • Kumar, V., & Ladha, J. K. (2011). Direct seeding of rice: Recent developments and further research needs. Advances in Agronomy, 111, 297–413. doi:10.1016/B978-0-12-387689-8.00001-1

    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, E. Yadvinder-Singh, 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 (IRRI).

    Google Scholar 

  • Lal, M. (2005). Climate change—Implications for India’s water resources. In M. M. Q. Mirza & Q. K. Ahmad (Eds.), Climate change and water resources in South Asia. London: A A Balkema Publishers (Taylor & Francis Group).

    Google Scholar 

  • Lal, M., Nozawa, T., Emori, S., Harasawa, H., Takahashi, K., Kimoto, M., et al. (2001). Future climate change: Implications for Indian summer monsoon and its variability. Current Science, 81(9), 1196–1207.

    Google Scholar 

  • Levine, S., Ludi, E., & Jones, L. (2011). Rethinking support for adaptive capacity to climate change: The role of development interventions. London: Overseas Development Institute.

    Google Scholar 

  • Lybbert, T., & Sumner, D. (2010). Agricultural technologies for climate change mitigation and adaptation in developing countries: Policy options for innovation and technology diffusion. Washington, DC: ICTSD-IPC Platform on Climate Change, Agriculture and Trade, International Centre for Trade and Sustainable Development, Geneva, Switzerland and International Food & Agricultural Trade Policy Council.

    Book  Google Scholar 

  • Mall, R. K., Singh, R., Gupta, A., Srinivasan, G., & Rathore, L. S. (2006). Impact of climate change on Indian agriculture: A review. Climatic Change, 78(2–4), 445–478. doi:10.1007/s10584-005-9042-x

    Article  Google Scholar 

  • 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 

  • Mbilinyi, B. P., Tumbo, S. D., Mahoo, H. F., & Mkiramwinyi, F. O. (2007). GIS-based decision support system for identifying potential sites for rainwater harvesting. Physics and Chemistry of the Earth, 30(15–18), 1074–1081.

    Article  Google Scholar 

  • MoE. (2010). National Adaptation Programme of Action (NAPA). Ministry of Environment, Government of Nepal, Kathmandu, Nepal.

  • MoEF. (2009). Bangladesh climate change strategy and action plan. Ministry of Environment and Forests, Government of Bangladesh. Retrieved from www.moef.gov.bd/climate_change_strategy2009.pdf

  • MoEF. (2011). Climate change and agriculture in Bangladesh: Information brief. Ministry of Environment and Forests, Government of the People’s Republic of Bangladesh.

  • 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 

  • Mytelka, L. K. (2000). Local systems of innovation in a globalized world economy. Industry and Innovation, 7(1), 15–32. doi:10.1080/713670244

    Article  Google Scholar 

  • Mytelka, L. K., & Smith, K. (2001). Innovation theory and innovation policy: Bridging the gap. In: Organisation for economic co-operation and development (OECD), Social Sciences and Innovation. Paris: OECD. http://www.druid.dk/uploads/tx_picturedb/ds2001-278.pdf. Accessed on 17 June 2015.

  • Narain, P., & Kar, A. (Eds.). (2005). Drought in Western Rajasthan: Impact, coping mechanism and management strategies. Jodhpur: Central Arid Zone Research Institute.

    Google Scholar 

  • Nhemachena, C., & Hassan, R. (2007). Micro-level analysis of farmers’ adaptation to climate change in southern Africa. IFPRI discussion paper 00714, Washington DC.

  • Nielson, J. O., & Reenberg, A. (2010). Cultural barriers to climate change adaptation: A case study from Northern Burkina Faso. Global Environmental Change, 20, 142–152.

    Article  Google Scholar 

  • Niles, M. T., Lubell, M., & Brown, M. (2015). How limiting factors drive agricultural adaptation to climate change. Agriculture Ecosystem and Environment, 200, 178–185.

  • Nin, A., Ehui, S., & Benin, S. (2007). Livestock productivity in developing countries: An assessment. Handbook of Agricultural Economics, 3, 2461–2532.

    Article  Google Scholar 

  • Ojha, H. R., Ghimire, S., Pain, A., Nightingale, A., Khatri, D. B., & Dhungana, H. (2015). Policy without politics: Technocratic control of climate change adaptation policy making in Nepal. Climate Policy. doi:10.1080/14693062.2014.1003775

    Google Scholar 

  • Ojha, H., Sulaiman, R., Sultana, P., Dahal, K. R., Thapa, D., Mittal, N., et al. (2013). Is South Asian agriculture adapting to climate change? Evidence from the Indo-Gangetic Plains. Agroecology and Sustainable Food Systems. doi:10.1080/216835652013841607

    Google Scholar 

  • Oreskes, N., Stainforth, D. A., & Smith, L. A. (2010). Adaptation to global warming: Do climate models tell us what we need to know? Philosophy of Science, 77, 1012–1028.

    Article  Google Scholar 

  • Pai, D. S., Thapliyal, V., & Kokate, P. D. (2004). Decadal variation in the heat and cold waves over India during 1971–2000. Mausam, 55(2), 281–292.

    Google Scholar 

  • Pelling, M., High, C., Dearing, J., & Smith, D. (2008). Shadow spaces for social learning: A relational understanding of adaptive capacity to climate change within organizations. Environmental Planning, 40, 867–884.

    Article  Google Scholar 

  • Reid, H. (2015). Ecosystem- and community-based adaptation: Learning from community-based natural resource management. Climate and Development. doi:10.1080/17565529.2015.1034233

    Google Scholar 

  • Reynolds, L., & Nierenbirg, D. (2012). Innovations in sustainable agriculture: Supporting climate-friendly food production. World watch report 188, World Watch Institute, Washington DC.

  • Ribot, J. C. (2010). Vulnerability does not just fall from the sky: Toward multi-scale pro-poor climate policy. In R. Mearns, & A. Norton (Eds.), Social dimensions of climate change: Equity and vulnerability in a warming World. Washington, DC: The World Bank.

  • Rodima-Taylor, D. (2012). Social innovation and climate adaptation: Local collective action in diversifying Tanzania. Applied Geography, 33, 128–134.

    Article  Google Scholar 

  • Rohilla, P. P., Chand, K., & Mathur, D. C. (2004). Livestock rearing practices in arid fringes of Rajasthan. Annals of Arid Zone, 43(2), 185–190.

    Google Scholar 

  • Sivakumar, M. V. K., & Stefanski, R. (2011). Climate change in South Asia. In: R. Lal, M. V. K. Shitakumar, S. M. A. Faiz, A. H. M. Rahman, K. R. Islam (Eds.), Climate change and food security in South Asia (Vol. XXII). Springer Science + Business Media B.V.

  • 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 University Press, Cambridge.

  • Smit, B., & Wandel, J. (2006). Adaptation, adaptive capacity and vulnerability. Global Environmental Change, 16(3), 282–292. doi:10.1016/j.gloenvcha.2006.03.008

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Spielman, D. J. (2005). Innovation systems perspectives on developing-country agriculture: A critical review. ISNAR discussion paper 2. International Service for National Agricultural Research (ISNAR) Division and International Food Policy Research Institute (IFPRI), Washington, DC.

  • Spielman, D. J., Ekboir, J., & Davis, K. (2009). Developing the art and science of innovative systems enquiry: Alternative tools and methods, and applications to sub-Saharan African agriculture. In P. Sanginga, A. Waters-Bayer, S. Kaaria, J. Njuki, & C. Wettasinha (Eds.), Innovation Africa: Enriching farmers’ livelihoods. London: Earthscan Publishing for a Sustainable Future.

    Google Scholar 

  • Staal, S. J., NinPratt, A., Jabbar, M. (2008). Dairy development for the resource poor. Part 3: Pakistan and India Dairy Development Case Studies. PPLPI working paper no. 44-3 ILRI, Kenya.

  • Sterrett, C. (2011). Review of climate change adaptation practices in South Asia. Oxford, UK: Oxfam Research Reports, Oxfam GB.

  • Thomas, D. S. G., Twyman, C., Osbahr, H., & Hewitson, B. (2007). Adaptation to climate change and variability: Farmer responses to intra-seasonal precipitation trends in South Africa. Climatic Change, 83(3), 301–322. doi:10.1007/s10584-006-9205-4

    Article  Google Scholar 

  • Wiseman, K., & Chhetri, R. (2011). Governance of climate change adaptation finance: Nepal. Oxfam research report.

  • 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 Environmental Change, 25, 163–172. doi:10.1016/j.gloenvcha.2013.12.011

    Article  Google Scholar 

  • World Bank. (2006). Enhancing agricultural innovation: How to go beyond the strengthening of research systems. Washington, DC: The International Bank for Reconstruction and Development/The World Bank.

    Book  Google Scholar 

  • World Bank. (2007). Enhancing agricultural innovation. Washington, DC: The World Bank.

    Google Scholar 

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

    Google Scholar 

  • Wright, H., Vermeulen, S., Laganda, G., Olupot, M., Ampaire, E., & Jat, M. L. (2014). Farmers, food and climate change: Ensuring community-based adaptation is mainstreamed into agricultural programmes. Climate and Development, 6(4), 318–328. doi:10.1080/17565529.2014.965654

    Article  Google Scholar 

Download references

Acknowledgments

The authors would like to thank all members of site survey teams for collecting data. We would like to thank all interviewees in the local communities. We also extend our thanks to Amit Shrivastava for preparing a nice map of surveyed sites. We appreciate the support from CCAFS’s numerous investors and CGIAR center colleagues and partners. This research project was made possible by funding supports from CCAFS South Asia Program. We would like to recognize and thank all anonymous reviewers for their constructive suggestions and comments. Robert Rivers deserves special thanks for his assistance in editing language.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gopal Datt Bhatta.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bhatta, G.D., Ojha, H.R., Aggarwal, P.K. et al. Agricultural innovation and adaptation to climate change: empirical evidence from diverse agro-ecologies in South Asia. Environ Dev Sustain 19, 497–525 (2017). https://doi.org/10.1007/s10668-015-9743-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10668-015-9743-x

Keywords

Navigation