Abstract
The main objective of this study was to capture farmers’ perceptions and adaptations to climate change in agriculture sector. Along with this, it also identified farmers’ adaptations to perceived climate change. Binary logit models were applied on data of 386 farmers, collected from three different agro-ecological zones of Punjab, Pakistan, to present a comprehensive analysis of different adaptation strategies missing in the existing literature. The coefficients of a binary logit model only explain the direction of change; therefore, to see the magnitude of change, marginal effects were also estimated. Findings revealed that farmers perceived climate change and opted different adaptation strategies. Results of binary logit models described age, education, farming experience, landholding, access to climate information, access to credit facilities, and access to extension services as important determinants of adaptation. This research also found lack of access to climate information, lack of irrigation resources, and knowledge about appropriate adaptations as key constraints in adaptation process. This situation can be improved by enhancing institutional support and capacity. It is suggested that improved agricultural education with better access to climate information and extension services affects the farmers’ well-being directly and hence is good for the economy of Pakistan.
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Data availability
The datasets generated and/or analyzed during the current study are not publicly available because primary data was collected for this study by interviewing farmers.
References
Abid M, Scheffran J, Schneider UA, Ashfaq M (2015) Farmers' perceptions of and adaptation strategies to climate change and their determinants, the case of Punjab province, Pakistan. Earth Syst Dyn 6(1):225–243
Adger WN, Huq S, Brown K, Conway D, Hulme M (2003) Adaptation to climate change in the developing world. Prog Dev Stud 3(3):179–195
Ahmed H, Khan MR, Panadero-Fontan R, Sandez CL, Farooq M, Naqvi SMS, Qayyum M (2012) Geographical distribution of hypodermosis (Hypoderma sp.) in Northern Punjab, Pakistan. Kafkas Univ Vet Fak Derg 18:215–219
Alam GM, Alam K, Mushtaq S (2017) Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh. Clim Risk Manag 17:52–63
Amsalu A, De-Graaff J (2007) Determinants of adoption and continued use of stone terraces for soil and water conservation in an Ethiopian highland watershed. Ecol Econ 61(2):294–302
Anley Y, Bogale A, Haile-Gabriel A (2007) Adoption decision and use intensity of soil and water conservation measures by smallholder subsistence farmers in Dedo district, Western Ethiopia. Land Degrad Dev 18(3):289–302
Asif M (2013) Climatic change, irrigation water crisis and food security in Pakistan
Ayers JM, Huq S (2009) The value of linking mitigation and adaptation, a case study of Bangladesh. Environ Manag 43(5):753–764
Bekele W, Drake L (2003) Soil and water conservation decision behavior of subsistence farmers in the Eastern Highlands of Ethiopia, a case study of the Hunde-Lafto area. Ecol Econ 46(3):437–s51
Belay A, Recha JW, Woldeamanuel T, Morton JF (2017) Smallholder farmers’ adaptation to climate change and determinants of their adaptation decisions in the Central Rift Valley of Ethiopia. Agric Food Secur 6(1):24
Below TB, Schmid JC, Sieber S (2015) Farmers’ knowledge and perception of climatic risks and options for climate change adaptation, a case study from two Tanzanian villages. Reg Environ Chang 15(7):1169–1180
Bradshaw B, Dolan H, Smit B (2004) Farm-level adaptation to climatic variability and change, crop diversification in the Canadian prairies. Clim Chang 67(1):119–141
Britannica (2016) https://www.britannica.com/place/Punjab-province-Pakistan (last access, 25 October, 2016)
Bryan E, Deressa TT, Gbetibouo GA, Ringler C (2009) Adaptation to climate change in Ethiopia and South Africa, options and constraints. Environ Sci Policy 12(4):413–426
Bryan E, Ringler C, Okoba B, Roncoli C, Silvestri S, Herrero M (2013) Adapting agriculture to climate change in Kenya: Household strategies and determinants. J Environ Manage 114:26–35
Deressa TT (2007) Measuring the economic impact of climate change on Ethiopian agriculture, Ricardian approach. World Bank Policy Research Working Paper, 4342
Deressa TT, Hassan RM, Ringler C, Alemu T, Yesuf M (2009) Determinants of farmers’ choice of adaptation methods to climate change in the Nile Basin of Ethiopia. Glob Environ Chang 19(2):248–255
Dolisca F, Carter DR, McDaniel JM, Shannon DA, Jolly CM (2006) Factors influencing farmers’ participation in forestry management programs, a case study from Haiti. For Ecol Manag 236(2):324–331
Eckstein D, Künzel V, Schäfer L, Winges M (2019) Global climate risk index 2020. Germanwatch Available at: https://germanwatch.org/sites/germanwatch.org/files/20-2-01e%20Global, 20
Gebrehiwot T, Van-der-Veen A (2013) Farm level adaptation to climate change, the case of farmer’s in the Ethiopian Highlands. Environ Manag 52(1):29–44
GOP (2012) Government of Pakistan, Ministry of Finance, Pakistan Economic Survey
GOP (2019) Government of Pakistan, Ministry of Finance, Pakistan Economic Survey. 2019-20
Gorst A, Groom B, Dehlavi A (2015) Crop productivity and adaptation to climate change in Pakistan. Grantham Research Institute on Climate Change and the Environment Working paper, 189
Gorst A, Dehlavi A, Groom B (2018) Crop productivity and adaptation to climate change in Pakistan. Environ Dev Econ 23(6):679–701
Greene WH (2000) Econometric analysis, vol 2000, 4th edn, Prentice Hall
Hassan R, Nhemachena C (2008) Determinants of African farmers’ strategies for adapting to climate change, Multinomial choice analysis. Afr J Agric Resour Econ 2(1):83–104
Hisali E, Birungi P, Buyinza F (2011) Adaptation to climate change in Uganda: evidence from micro level data. Glob Environ Change 21(4):1245–1261
IFAD (2010) Climate change impacts, South Asia, http://www.ifad.org/events/apr09/impact/seasia.pdf(Accessed, 12 July 2014), 2010
Indexmundi (2019) https://www.indexmundi.com/g/g.aspx?c=pk&v=69
Jorgensen SL, Termansen M (2016a) Linking climate change perceptions to adaptation and mitigation action. Clim Chang 138(2):283–296
Jorgensen SL, Termansen M (2016b) Linking climate change perceptions to adaptation and mitigation action. Clim Chang:1–4
Kandlikar M, Risbey J (2000) Agricultural impacts of climate change, if adaptation is the answer, what is the question? Clim Chang 45(3):529–539
Kato E, Ringler C, Yesuf M, Bryan E (2011) Soil and water conservation technologies: a buffer against production risk in the face of climate change? Insights from the Nile basin in Ethiopia. Agric Econ 42(5):593–604
Kurukulasuriya P, Mendelsohn R, Hassan R, Dinar A (2008) A Ricardian analysis of the impact of climate change on African cropland. Afr J Agric Resour Econ 2(1):1–23
Long SJ (1997) Regression models for categorical and limited dependent variables. Adv Quant Tech Soc Sci 7
Maddison DJ (2007) The perception of and adaptation to climate change in Africa. World Bank Policy Research Working Paper, 4308
Makate C, Makate M, Mango N (2017) Smallholder farmers’ perceptions on climate change and the use of sustainable agricultural practices in the Chinyanja Triangle, Southern Africa. Soc Sci 6(1):30
Mase AS, Gramig BM, Prokopy LS (2017) Climate change beliefs, risk perceptions, and adaptation behavior among Midwestern US crop farmers. Clim Risk Manag 15:8–17
Muzamhindo N, Mtabheni S, Jiri O, Mwakiwa E, Hanyani-Mlambo BE (2015) Factors influencing smallholder farmers’ adaptation to climate change and variability in Chiredzi District of Zimbabwe
Nastis SA, Michailidis A, Chatzitheodoridis F (2012) Climate change and agricultural productivity. Afr J Agric Res 7(35):4885–4893
Niles MT, Brown M, Dynes R (2016) Farmer’s intended and actual adoption of climate change mitigation and adaptation strategies. Clim Chang 135(2):277–295
Nomman AM, Schmitz M (2011) Economic assessment of the impact of climate change on the agriculture of Pakistan. Bus Econ Horiz 4(1):1–12
OECD (2011) Organization for economic co-operation and development, the economics of adapting fisheries to climate change, OECD Publishing, Chateau de la Muette, Paris, France. https://doi.org/10.1787/9789264090415-en
Pattanayak SK, Mercer DE, Sills E, Yang JC (2003) Taking stock of agroforestry adoption studies. Agrofor Syst 57(3):173–186
Schmidheiny K, Basel U (2013) Binary response models. Short guides to micro econometrics. Unversität Basel, Basel
Shakoor U, Saboor A, Ali I, Mohsin AQ (2011) Impact of climate change on agriculture, empirical evidence from arid region. Pak J Agric Sci 48(4):327–333
Thomas DS, Twyman C, Osbahr H, Hewitson B (2007) Adaptation to climate change and variability, farmer responses to intra-seasonal precipitation trends in South Africa. Clim Chang 83(3):301–322
Tizale CY (2007) The dynamics of soil degradation and incentives for optimal management in the Central Highlands of Ethiopia (Doctoral dissertation, University of Pretoria)
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MFA collected, analyzed, and interpreted the data, whereas SR assisted in literature review and write up.
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Ali, M.F., Rose, S. Farmers’ perception and adaptations to climate change: findings from three agro-ecological zones of Punjab, Pakistan. Environ Sci Pollut Res 28, 14844–14853 (2021). https://doi.org/10.1007/s11356-020-11472-x
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DOI: https://doi.org/10.1007/s11356-020-11472-x