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Agricultural households’ adaptation to weather shocks in Sub-Saharan Africa: implications for land-use change and deforestation

Published online by Cambridge University Press:  26 February 2021

Julia Girard Open the ORCID record for Julia Girard [Opens in a new window] ,
Philippe Delacote  and
Antoine Leblois Open the ORCID record for Antoine Leblois [Opens in a new window]
Julia Girard*
Affiliation:
Climate Economics Chair, Paris, France
Philippe Delacote
Affiliation:
Climate Economics Chair, Paris, France BETA, Université de Lorraine, CNRS, INRAE, AgroParisTech, Nancy, France
Antoine Leblois
Affiliation:
Climate Economics Chair, Paris, France CEE-M, Univ Montpellier, CNRS, INRAE, Montpellier SupAgro, Montpellier, France
*
*Corresponding author. E-mail: [email protected]
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Abstract

Agriculture in Sub-Saharan Africa is regularly threatened by the occurrence of weather shocks. We wonder whether the way farmers respond to shocks can affect land use and induce deforestation. Reviewing the existing literature, we found that this question has only been marginally studied. Drawing from the adaptation and land-use change literatures, we then expose the mechanisms through which weather shocks can push farmers to induce land-use change, or conversely to foster conservation. As farmers cope with shocks, their responses can cause degradations in ecosystems which could, in the long term, encourage deforestation and land-use change. To prepare for the next growing season, or adapt to climate variability and risk in the longer term, farmers also make structural adjustments in their farm and land-use decisions, which may lead to changes in land holding. They also resort to adaptation strategies that can indirectly affect land-use decisions by affecting households’ resources (labor, income).

Keywords

adaptationagriculturecopingdeforestationland useweather shocks

JEL classification

Q54: Climate • Natural Disasters and Their Management • Global Warming Q24: Land Q57: Ecological Economics: Ecosystem Services • Biodiversity Conservation • Bioeconomics • Industrial Ecology Q15: Land Ownership and Tenure • Land Reform • Land Use • Irrigation • Agriculture and Environment R14: Land Use Patterns
Type
Review Article
Information
Environment and Development Economics , Volume 26 , Special Issue 5-6: Weather and Climate Impacts in Developing Countries , October 2021 , pp. 538 - 560
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

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References

Agrawal, A (1994) Rules, rule making and rule breaking: examining the fit between rule systems and resource use. In Ostrom, E, Gardner, R and Walker, J (eds), Rules, Games and Common-Pool Resources. Ann Arbor: University of Michigan Press, pp. 267–282.Google Scholar
Aker, L (2017) Are rainwater harvesting techniques profitable for small-scale farmers? A study on the impacts of adopting rainwater harvesting techniques in Niger. Unpublished report submitted to the Standing Panel on Impact Assessment (SPIA) of the ISPC.CrossRefGoogle Scholar
Albers, HJ and Robinson, EJZ (2013) A review of the spatial economics of non-timber forest product extraction: implications for policy. Ecological Economics 92, 87–95.CrossRefGoogle Scholar
Alderman, H and Paxson, CH (1994) Do the poor insure? A synthesis of the literature on risk and consumption in developing countries. In Bacha, EL (ed.), Economics in A Changing World. International Economic Association Series. London: Palgrave Macmillan, pp. 48–78.CrossRefGoogle Scholar
Angelsen, A and Kaimowitz, D (1999) Rethinking the causes of deforestation: lessons from economic models. The World Bank Research Observer 14, 73–98.CrossRefGoogle ScholarPubMed
Angelsen, A and Kaimowitz, D (2001) Agricultural Technologies and Tropical Deforestation. Wallingford, Oxon, UK; New York, NY, USA: CABI Publishing in association with Center for International Forestry Research (CIFOR).CrossRefGoogle Scholar
Angelsen, A and Wunder, S (2003) Exploring the Forest-Poverty Link: Key Concepts, Issues and Research Implications. CIFOR Occasional Paper No. 40, Bogor, Indonesia: Center for International Forestry Research (CIFOR).Google Scholar
Angelsen, A, Jagger, P, Babigumira, R, Belcher, B, Hogarth, NJ, Bauch, S, Börner, J, Smith-Hall, C and Wunder, S (2014) Environmental income and rural livelihoods: a global-comparative analysis. World Development 64, S12–S28.CrossRefGoogle ScholarPubMed
Antwi-Agyei, P, Dougill, AJ, Stringer, LC and Codjoe, SNA (2018) Adaptation opportunities and maladaptive outcomes in climate vulnerability hotspots of northern Ghana. Climate Risk Management 19, 83–93.CrossRefGoogle Scholar
Araujo, C, Combes, J-L and Feres, JG (2014) Determinants of Amazon Deforestation: The Role of Off-Farm Income. Etudes et Documents No. 23, Clermont-Ferrand, France: CERDI.Google Scholar
Araujo Bonjean, C and Simonet, C (2016) Are grain markets in Niger driven by speculation? Oxford Economic Papers 68, 714–735.CrossRefGoogle Scholar
Azadi, H, Keramati, P, Taheri, F, Rafiaani, P, Teklemariam, D, Gebrehiwot, K, Hosseininia, G, Van Passel, S, Lebailly, P and Witlox, F (2018) Agricultural land conversion: reviewing drought impacts and coping strategies. International Journal of Disaster Risk Reduction 31, 184–195.CrossRefGoogle Scholar
Bailey, RC, Jenike, MR, Ellison, PT, Bentley, GR, Harrigan, AM and Peacock, NR (1992) The ecology of birth seasonality among agriculturalists in Central Africa. Journal of Biosocial Science 24, 393–412.CrossRefGoogle ScholarPubMed
Besley, T (1995) Savings, credit and insurance. In Chenery, H and Srinivasan, TN (eds), Handbook of Development Economics, vol. 3. Amsterdam: Elsevier, pp. 2123–2207.Google Scholar
Bezabih, M and Sarr, M (2012) Risk preferences and environmental uncertainty: implications for crop diversification decisions in Ethiopia. Environmental and Resource Economics 53, 483–505.CrossRefGoogle Scholar
Biazin, B and Sterk, G (2013) Drought vulnerability drives land-use and land cover changes in the Rift Valley dry lands of Ethiopia. Agriculture, Ecosystems and Environment 164, 100–113.CrossRefGoogle Scholar
Binswanger, HP (1986) Risk aversion, collateral requirements, and the markets for credit and insurance in rural areas. In Hazell, P, Pomareda, C and Valdes, A (eds). Crop Insurance for Agricultural Development. Baltimore, MD: Johns Hopkins University Press, pp. 67–86.Google Scholar
Blanc, E (2012) The impacts of climate change on crop yields in Sub-Saharan Africa. American Journal of Climate Change 1, 1–13.CrossRefGoogle Scholar
Bozzola, M, Smale, M and Di Falco, S (2016) Climate, Shocks, Weather and Maize Intensification Decisions in Rural Kenya. Geneva: Centre for International Environmental Studies, The Graduate Institute.Google Scholar
Bryan, E, Deressa, TT, Gbetibouo, GA and Ringler, C (2009) Adaptation to climate change in Ethiopia and South Africa: options and constraints. Environmental Science and Policy 12, 413–426.CrossRefGoogle Scholar
Bryan, E, Ringler, C, Okoba, B, Roncoli, C, Silvestri, S and Herrero, M (2013) Adapting agriculture to climate change in Kenya: household strategies and determinants. Journal of Environmental Management 114, 26–35.CrossRefGoogle ScholarPubMed
Campbell, DJ, Lusch, DP, Smucker, TA and Wangui, EE (2005) Multiple methods in the study of driving forces of land use and land cover change: a case study of SE Kajiado District, Kenya. Human Ecology 33, 763–794.CrossRefGoogle Scholar
Cook, KH and Vizy, EK (2006) Coupled model simulations of the West African monsoon system: twentieth- and twenty-first-century simulations. Journal of Climate 19, 3681–3703.CrossRefGoogle Scholar
Corbett, J (1988) Famine and household coping strategies. World Development 16, 1099–1112.CrossRefGoogle Scholar
Curtis, PG, Slay, CM, Harris, NL, Tyukavina, A and Hansen, MC (2018) Classifying drivers of global forest loss. Science (New York, N.Y.) 361, 1108–1111.CrossRefGoogle ScholarPubMed
Damania, R, Desbureaux, S, Hyland, M, Islam, A, Moore, S, Rodella, A-S, Russ, J and Zaveri, E (2017) Uncharted Waters: The New Economics of Water Scarcity and Variability. Washington, DC: World Bank.CrossRefGoogle Scholar
Davis, J and Lopez-Carr, D (2014) Migration, remittances and smallholder decision-making: implications for land use and livelihood change in Central America. Land Use Policy 36, 319–329.CrossRefGoogle Scholar
Delacote, P (2007) Agricultural expansion, forest products as safety nets, and deforestation. Environmental and Development Economics 12, 235–249.CrossRefGoogle Scholar
Delacote, P (2009) Commons as insurance: safety nets or poverty traps? Environmental and Development Economics 14, 305–322.CrossRefGoogle Scholar
Delacote, P and Angelsen, A (2015) Reducing deforestation and forest degradation: leakage or synergy? Land Economics 91, 501–515.CrossRefGoogle Scholar
Dercon, S (1996) Risk, crop choice, and savings: evidence from Tanzania. Economic Development and Cultural Change 44, 485–513.CrossRefGoogle Scholar
Dercon, S (2002) Income risk, coping strategies, and safety nets. The World Bank Research Observer 17, 141–166.CrossRefGoogle Scholar
Desbureaux, S and Damania, R (2018) Rain, forests and farmers: evidence of drought induced deforestation in Madagascar and its consequences for biodiversity conservation. Biological Conservation 221, 357–364.CrossRefGoogle Scholar
de Sherbinin, A, VanWey, LK, McSweeney, K, Aggarwal, R, Barbieri, A, Henry, S, Hunter, LM, Twine, W and Walker, R (2008) Rural household demographics, livelihoods and the environment. Global Environmental Change 18, 38–53.CrossRefGoogle ScholarPubMed
Di Falco, S and Veronesi, M (2013) How can African agriculture adapt to climate change? Land Economics 89, 743–766.CrossRefGoogle Scholar
Dillon, A, Mueller, V and Salau, S (2011) Migratory responses to agricultural risk in Northern Nigeria. American Journal of Agricultural Economics 93, 1048–1061.CrossRefGoogle Scholar
Dinar, A, Hassan, R, Mendelsohn, R and Benhin, J (2008) Climate Change and Agriculture in Africa. Impact Assessment and Adaptation Strategies. London: Earthscan.Google Scholar
Ellis, F (2008) The determinants of rural livelihood diversification in developing countries. Journal of Agricultural Economics 51, 289–302.CrossRefGoogle Scholar
Elum, ZA, Modise, DM and Marr, A (2017) Farmer's perception of climate change and responsive strategies in three selected provinces of South Africa. Climate Risk Management 16, 246–257.CrossRefGoogle Scholar
Ervin, D, Lopez-Carr, D, Riosmena, F and Ryan, SJ (2020) Examining the relationship between migration and forest cover change in Mexico from 2001 to 2010. Land Use Policy 91, 104334. doi: 10.1016/j.landusepol.2019.104334.CrossRefGoogle Scholar
Ewers, RM, Scharlemann, JPW, Balmford, A and Green, RE (2009) Do increases in agricultural yield spare land for nature? Global Change Biology 15, 1716–1726.CrossRefGoogle Scholar
Fisher, M, Chaudhury, M and McCusker, B (2010) Do forests help rural households adapt to climate variability? Evidence from Southern Malawi. World Development 38, 1241–1250.CrossRefGoogle Scholar
Fitchett, JM and Grab, SW (2014) A 66-year tropical cyclone record for south-east Africa: temporal trends in a global context. International Journal of Climatology 34, 3604–3615.CrossRefGoogle Scholar
Fox, J, Saksena, S, Hurni, K, van den Hoek, J, Smith, AC, Chhetri, R and Sharma, P (2019) Mapping and understanding changes in tree cover in Nepal: 1992 to 2016. Journal of Forest and Livelihood 18, 1–11.Google Scholar
Gautier, D, Denis, D and Locatelli, B (2016) Impacts of drought and responses of rural populations in West Africa: a systematic review. Wiley Interdisciplinary Reviews: Climate Change 7, 666–681.Google Scholar
Geist, HJ and Lambin, EF (2001) What Drives Tropical Deforestation? A Meta-Analysis of Proximate and Underlying Causes of Deforestation Based on Subnational Case Study Evidence (LUCC Report Series No. 4). Louvain-la-Neuve, Belgium: LUCC International Project Office, University of Louvain.Google Scholar
Gray, C and Mueller, V (2012) Drought and population mobility in rural Ethiopia. World Development 40, 134–145.CrossRefGoogle ScholarPubMed
Greiner, C and Sakdapolrak, P (2013) Rural–urban migration, agrarian change, and the environment in Kenya: a critical review of the literature. Population and Environment 34, 524–553.CrossRefGoogle Scholar
Guan, K, Sultan, B, Biasutti, M, Baron, C and Lobell, DB (2015) What aspects of future rainfall changes matter for crop yields in West Africa? Geophysical Research Letters 42, 8001–8010.CrossRefGoogle Scholar
Haile, M (2005) Weather patterns, food security and humanitarian response in Sub-Saharan Africa. Philosophical Transactions of the Royal Society B: Biological Sciences 360, 2169–2182.CrossRefGoogle ScholarPubMed
Hecht, S (2010) The new rurality: globalization, peasants and the paradoxes of landscapes. Land Use Policy 27, 161–169.CrossRefGoogle Scholar
Hegde, R and Bull, G (2008) Economic shocks and Miombo Woodland resource use: a household level study in Mozambique. In Dewees, P (ed.), Managing the Miombo Woodlands of Southern Africa. Washington, DC: World Bank, pp. 80–105.Google Scholar
Herrero, M, Thornton, PK, van de Steeg, J and Notenbaert, A (2009) The impacts of climate change on livestock and livestock systems in developing countries: a review of what we know and what we need to know. Agricultural Systems 101, 113–127.Google Scholar
Hulme, M, Doherty, R, Ngara, T and New, M (2005) Global warming and African climate change: a reassessment. In Low, PS (ed.), Climate Change and Africa. Cambridge, UK: Cambridge University Press, pp. 29–40.CrossRefGoogle Scholar
Ifejika Speranza, C (2010) Drought coping and adaptation strategies: understanding adaptations to climate change in agro-pastoral livestock production in Makueni District, Kenya. The European Journal of Development Research 22, 623–642.CrossRefGoogle Scholar
International Water Management Institute (IWMI) (2010) Managing Water for Rainfed Agriculture. IWMI Water Issue Brief No. 10, Colombo, Sri Lanka: International Water Management Institute.Google Scholar
IPCC (2014) Climate Change 2014: Impacts, Adaptation, and Vulnerability. Working Group I, II, and III contribution to the fifth assessment report of the Intergovernmental Panel on Climate Change. New York, NY: Cambridge University Press.Google Scholar
IPCC (2019) Climate Change and Land. An IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems. Available at https://www.ipcc.ch/report/srccl/.Google Scholar
Jodha, NS (1978) Effectiveness of farmers’ adjustments to risk. Economic and Political Weekly 13, A38–A48.Google Scholar
Kazianga, H and Udry, C (2006) Consumption smoothing? Livestock, insurance and drought in rural Burkina Faso. Journal of Development Economics 79, 413–446.CrossRefGoogle Scholar
Kindu, M, Schneider, T, Teketay, D and Knoke, T (2015) Drivers of land use/land cover changes in Munessa-Shashemene landscape of the south-central highlands of Ethiopia. Environmental Monitoring and Assessment 187, 1–17. https://doi.org/10.1007/s10661-015-4671-7.CrossRefGoogle ScholarPubMed
Kosmowski, F, Leblois, A and Sultan, B (2016) Perceptions of recent rainfall changes in Niger: a comparison between climate-sensitive and non-climate sensitive households. Climatic Change 135, 227–241.CrossRefGoogle Scholar
Kotir, JH (2011) Climate change and variability in Sub-Saharan Africa: a review of current and future trends and impacts on agriculture and food security. Environment, Development and Sustainability 13, 587–605.CrossRefGoogle Scholar
Libois, F (2016) Success and Failure of Communities Managing Natural Resources: Static and Dynamic Inefficiencies. Working Paper No. 1601, Namur, Belgium: University of Namur, Department of Economics.Google Scholar
Liswanti, N, Sheil, D, Basuki, I, Padmanaba, M and Mulcahy, G (2011) Falling back on forests: how forest-dwelling people cope with catastrophe in a changing landscape. International Forestry Review 13, 442–455.CrossRefGoogle Scholar
Lobell, DB, Bänziger, M, Magorokosho, C and Vivek, B (2011) Nonlinear heat effects on African maize as evidenced by historical yield trials. Nature Climate Change 1, 42–45.CrossRefGoogle Scholar
Maddison, D (2007) The Perception of and Adaptation to Climate Change in Africa. Policy Research Working Paper No. 4308, Washington, DC: The World Bank.CrossRefGoogle Scholar
Mapfumo, P, Jalloh, A and Hachigonta, S (2014) Review of Research and Policies for Climate Change Adaptation in the Agriculture Sector in Southern Africa. Brighton, UK: Future Agricultures Consortium.Google Scholar
Mbilinyi, A, Ole Saibul, G and Kazi, V (2013) Impact of Climate Change to Small Scale Farmers: Voices of Farmers in Village Communities in Tanzania. ESRF Discussion Paper No. 47, Dar es Salaam, Tanzania: Economic and Social Research Foundation.Google Scholar
Mertz, O, Mbow, C, Reenberg, A and Diouf, A (2009) Farmers’ perceptions of climate change and agricultural adaptation strategies in rural Sahel. Environmental Management 43, 804–816.CrossRefGoogle ScholarPubMed
Minang, P, Bernard, F, van Noordwijk, M and Kahurani, E (2011) Agroforestry in REDD+: Opportunities and Challenges. ASB Policy Brief No. 26, Nairobi, Kenya: ASB Partnership for the Tropical Forest Margins.Google Scholar
National Research Council (NRC) (1981) Effect of Environment on Nutrient Requirements of Domestic Animals. Washington, DC: National Academy Press.Google Scholar
Ngoma, H, Angelsen, A, Carter, S and Roman-Cuesta, RM (2018) Climate-smart agriculture: will higher yields lead to lower deforestation? In Angelsen, A, Martius, C, de Sy, V, Duchelle, AE, Larson, AM and Pham, TT (eds), Transforming REDD+: Lessons and New Directions. Bogor, Indonesia: Center for International Forestry Research (CIFOR), pp. 175–188.Google Scholar
Noack, F, Wunder, S, Angelsen, A and Börner, J (2015) Responses to Weather and Climate: A Cross-Section Analysis of Rural Incomes. Policy Research Working Papers No. 7478, Washington, DC: The World Bank.CrossRefGoogle Scholar
Noack, F, Riekhof, M-C and Di Falco, S (2019) Droughts, biodiversity and rural incomes in the tropics. Journal of the Association of Environmental and Resource Economists 6, 823–852.CrossRefGoogle Scholar
Oldekop, JA, Sims, KRE, Karna, BK, Whittingham, MJ and Agrawal, A (2018) An upside to globalization: international outmigration drives reforestation in Nepal. Global Environmental Change 52, 66–74.CrossRefGoogle Scholar
Osbahr, H, Twyman, C, Adger, WN and Thomas, DSG (2008) Effective livelihood adaptation to climate change disturbance: scale dimensions of practice in Mozambique. Geoforum; Journal of Physical, Human, and Regional Geosciences 39, 1951–1964.Google Scholar
Ostrom, E (1990) Governing the Commons: The Evolution of Institutions for Collective Action. Cambridge, UK and New York, NY: Cambridge University Press.CrossRefGoogle Scholar
Paavola, J (2008) Livelihoods, vulnerability and adaptation to climate change in Morogoro, Tanzania. Environmental Science and Policy 11, 642–654.CrossRefGoogle Scholar
Panthou, G, Vischel, T and Lebel, T (2014) Recent trends in the regime of extreme rainfall in the Central Sahel. International Journal of Climatology 34, 3998–4006.CrossRefGoogle Scholar
Partey, ST, Zougmoré, RB, Ouédraogo, M and Campbell, BM (2018) Developing climate-smart agriculture to face climate variability in West Africa: challenges and lessons learnt. Journal of Cleaner Production 187, 285–295.CrossRefGoogle Scholar
Pattanayak, SK and Sills, EO (2001) Do tropical forests provide natural insurance? The microeconomics of non-timber forest product collection in the Brazilian Amazon. Land Economics 77, 595–612.CrossRefGoogle Scholar
Peters, CM (1994) Sustainable Harvest of Non-Timber Plant Resources in Tropical Moist Forest: An Ecological Primer. Washington, DC: Biodiversity Support Program.Google Scholar
Radel, C and Schmook, B (2008) Male transnational migration and its linkages to land-use change in a Southern Campeche ejido. Journal of Latin American Geography 7, 59–84.CrossRefGoogle Scholar
Reenberg, A (1994) Land-use dynamics in the Sahelian zone in eastern Niger – monitoring change in cultivation strategies in drought prone areas. Journal of Arid Environment 27, 179–192.CrossRefGoogle Scholar
Reenberg, A and Paarup-Laursen, B (1997) Determinants for land use strategies in a Sahelian agro-ecosystem – anthropological and ecological geographical aspects of natural resource management. Agricultural Systems 53, 209–229.CrossRefGoogle Scholar
Reenberg, A, Nielsen, TL and Rasmussen, K (1998) Field expansion and reallocation in the Sahel – land use pattern dynamics in a fluctuating biophysical and socio-economic environment. Global Environmental Change 8, 309–327.CrossRefGoogle Scholar
Reid, RS, Kruska, RL, Muthui, N, Taye, A, Wotton, S, Wilson, CJ and Mulatu, W (2000) Land-use and land-cover dynamics in response to changes in climatic, biological and socio-political forces: the case of southwestern Ethiopia. Landscape Ecology 15, 339–355.CrossRefGoogle Scholar
Robinson, EJZ, Williams, JC and Albers, HJ (2002) The influence of markets and policy on spatial patterns of non-timber forest product extraction. Land Economics 78, 260–271.CrossRefGoogle Scholar
Robinson, EJZ, Albers, HJ and Busby, GM (2013) The impact of buffer zone size and management on illegal extraction, park protection, and enforcement. Ecological Economics 92, 96–103.CrossRefGoogle Scholar
Robledo, C, Clot, N, Hammill, A and Riché, B (2012) The role of forest ecosystems in community-based coping strategies to climate hazards: three examples from rural areas in Africa. Forest Policy and Economics 24, 20–28.CrossRefGoogle Scholar
Rodriguez-Solorzano, C (2014) Unintended outcomes of farmers’ adaptation to climate variability: deforestation and conservation in Calakmul and Maya biosphere reserves. Ecology and Society 19, 53. http://dx.doi.org/10.5751/ES-06509-190253.CrossRefGoogle Scholar
Rodriguez-Solorzano, C (2016) Connecting climate social adaptation and land use change in internationally adjoining protected areas. Conservation and Society 14, 125–133.CrossRefGoogle Scholar
Romankiewicz, C, Doevenspeck, M and Brandt, M (2016) Adaptation as by-product: migration and environmental change in Nguith, Senegal. Journal of the Geographical Society of Berlin 147, 95–108.Google Scholar
Roncoli, C, Ingram, K and Kirshen, P (2001) The costs and risks of coping with drought: livelihood impacts and farmers’ responses in Burkina Faso. Climate Research 19, 119–132.CrossRefGoogle Scholar
Rosenzweig, C, Iglesius, A, Yang, XB, Epstein, PR and Chivian, E (2001) Climate change and extreme weather events – implications for food production, plant diseases, and pests. Global Change and Human Health 2, 90–104.CrossRefGoogle Scholar
Rudel, TK, Schneider, L, Uriarte, M, Turner, BL, DeFries, R, Lawrence, D, Geoghegan, J, Hecht, S, Ickowitz, A, Lambin, EF, Birkenholtz, T, Baptista, S and Grau, R (2009) Agricultural intensification and changes in cultivated areas, 1970–2005. Proceedings of the National Academy of Sciences of the United States of America 106, 20675–20680.CrossRefGoogle ScholarPubMed
Shah, MM, Fischer, G and van Velthuizen, H (2008) Food Security and Sustainable Agriculture: The Challenges of Climate Change in Sub-Saharan Africa. Laxenburg, Austria: International Institute for Applied Systems Analysis.Google Scholar
Silvestri, S, Bryan, E, Ringler, C, Herrero, M and Okoba, B (2012) Climate change perception and adaptation of agro-pastoral communities in Kenya. Regional Environmental Change 12, 791–802.CrossRefGoogle Scholar
Smucker, TA and Wisner, B (2008) Changing household responses to drought in Tharaka, Kenya: vulnerability, persistence and challenge. Disasters 32, 190–215.CrossRefGoogle Scholar
Sokona, Y and Denton, F (2001) Climate change impacts: can Africa cope with the challenges? Climate Policy 1, 117–123.CrossRefGoogle Scholar
Somorin, OA (2010) Climate impacts, forest-dependent rural livelihoods and adaptation strategies in Africa: a review. African Journal of Environmental Science and Technology 4, 903–912.Google Scholar
Sunderlin, WD, Angelsen, A, Belcher, B, Burgers, P, Nasi, R, Santoso, L and Wunder, S (2005) Livelihoods, forests, and conservation in developing countries: an overview. World Development 33, 1383–1401.CrossRefGoogle Scholar
Thomas, DSG, Twyman, C, Osbahr, H and Hewitson, B (2007) Adaptation to climate change and variability: farmer responses to intra-seasonal precipitation trends in South Africa. Climatic Change 83, 301–322.CrossRefGoogle Scholar
Thornton, P and Cramer, L (2012) Impacts of Climate Change on the Agricultural and Aquatic Systems and Natural Resources Within the CGIAR's Mandate. CCAFS Working Paper 23, Copenhagen, Denmark: CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS).Google Scholar
Tibbo, M and van de Steeg, J (2013) Climate change adaptation and mitigation options for the livestock sector in the Near East and North Africa. In Sivakumar, MVK, Lal, R, Selvaraju, R and Hamdan, I (eds), Climate Change and Food Security in West Asia and North Africa. Dordrecht: Springer Netherlands, pp. 269–280.CrossRefGoogle Scholar
Tsegaye, D, Moe, SR, Vedeld, P and Aynekulu, E (2010) Land-use/cover dynamics in Northern Afar rangelands, Ethiopia. Agriculture, Ecosystems and Environment 139, 174–180.CrossRefGoogle Scholar
Usman, M and Reason, C (2004) Dry spell frequencies and their variability over Southern Africa. Climate Research 26, 199–211.CrossRefGoogle Scholar
van Asten, PJA, Fermont, AM and Taulya, G (2011) Drought is a major yield loss factor for rainfed East African highland banana. Agricultural Water Management 98, 541–552.CrossRefGoogle Scholar
Veljanoska, S (2018) Can land fragmentation reduce the exposure of rural households to weather variability? Ecological Economics 154, 42–51.CrossRefGoogle Scholar
Wik, M, Aragie Kebede, T, Bergland, O and Holden, ST (2004) On the measurement of risk aversion from experimental data. Applied Economics 36, 2443–2451.CrossRefGoogle Scholar
Wilkie, D, Morelli, G, Rotberg, F and Shaw, E (1999) Wetter isn't better: global warming and food security in the Congo Basin. Global Environmental Change 9, 323–328.CrossRefGoogle Scholar
Woittiez, LS, Rufino, MC, Giller, KE and Mapfumo, P (2013) The use of woodland products to cope with climate variability in communal areas in Zimbabwe. Ecology and Society 18, 24. http://dx.doi.org/10.5751/ES-05705-180424.CrossRefGoogle Scholar
Wunder, S, Börner, J, Shively, G and Wyman, M (2014) Safety nets, gap filling and forests: a global-comparative perspective. World Development 64, S29–S42.CrossRefGoogle Scholar
Wunder, S, Noack, F and Angelsen, A (2018) Climate, crops, and forests: a pan-tropical analysis of household income generation. Environment and Development Economics 23, 279–297.CrossRefGoogle Scholar
Yegbemey, RN, Yegbemey, EO and Yabi, JA (2017) Sustainability analysis of observed climate change adaptation strategies in maize farming in Benin, West Africa. Outlook on Agriculture 46, 20–27.CrossRefGoogle Scholar
Yesuf, M and Bluffstone, RA (2009) Poverty, risk aversion, and path dependence in low-income countries: experimental evidence from Ethiopia. American Journal of Agricultural Economics 91, 1022–1037.CrossRefGoogle Scholar
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