Abdulkarim, A., Aljameel, K.M., Maigandi, S A., Na-Allah, Y. (2022). Diagnostic survey on utilization of Kanwa by ruminant livestock farmers in Sokoto state, Nigeria. Nig. J. Anim. Prod., 49(3), 285-293. https://doi.org/10.51791/njap.v49i3.3560. (Crossref)

Akano, O., Modirwa, S., Oluwasemire, K., Oladele O. (2022). Awareness and Perception of climate change by smallholder farmers in two agroecological zones of Oyo state Southwest Nigeria. GeoJournal. https://doi.org/10.1007/s10708-22-10590-y. (Crossref)

Alliance for a Green Revolution in Africa (AGRA). (2014). Africa agriculture status report: Climate change and smallholder agriculture in sub-Saharan Africa. Nairobi, Kenya.

Amare, D., Wondie, M., Mekuria, W., Darr, D. (2020). Agroforestry of Smallholder Farmers in Ethiopia: Practices and Benefits. Small Scale Forestry, 18, 39-56. (Crossref)

Amare, T., Zegeye, A., Yitaferu, B., Steenhuis, T., Hurni, H., Zeleke, G. (2014). Combined effect of soil bund with biological soil and water conservation measures in the Northwestern Ethiopian Highlands. Ecohydrology and Hydrobiology, 14(3), 192-199, doi:10.1016/ j.ecohyd.2014.07.002. (Crossref)

Antwi-Agyei, P., Abalo, E.M., Dougill, A.J., Baffour-Ata, F. (2021). Motivations, enablers and barriers to the adoption of climate-smart agricultural practices by smallholder farmers: Evidence from the transitional and savannah agroecological zones of Ghana. Regional Sustainability, 2(4), 375-386. (Crossref)

Antwi-Agyei, P., Atta-Aidoo, J., Asare-Nuamah, P., Stringer, L.C., Antwi, K. (2023). Trade-offs, synergies and acceptability of climate smart agricultural practices by smallholder farmers in rural Ghana. International Journal of Agricultural Sustainability, 21(1), 2193439. (Crossref)

Ayanlade, A., Radeny, M. (2020). COVID-19 and food security in Sub-Saharan Africa: implications of lockdown during agricultural planting seasons. npj Science of Food, 4(1), 13. (Crossref)

Barasa, P.M., Botai, C.M., Botai, J.O., Mabhaudhi, T. (2021). A review of climate-smart agriculture research and applications in Africa. Agronomy, 11(6), 1255. (Crossref)

Climate Trace (2021). Nigeria Emitted 4.9% of Global Agricultural Emissions in 2021. https://www.climatescorecard.org/2023/03/nigeria-emitted-4-9-of-global-agricultural-emissions-in-2021/.

Colussi, J.; Morgan, E.L.; Schnitkey, G.D.; Padula, A.D. (2022). How communication affects the adoption of digital technologies in soybean production: A survey in Brazil. Agriculture, 12, 611. (Crossref)

Dhehibi, B., Dhraief, M.Z., Ruediger, U., Frija, A., Werner, J., Straussberger, L., Rischkowsky B. (2022). Impact of improved agricultural extension approaches on technology adoption: Evidence from a randomised controlled trial in rural Tunisia. Experimental Agriculture. https://doi.org/10.1017/S0014479722000084. (Crossref)

Dougill, A.J., Hermans, T.D., Eze, S., Antwi-Agyei, P., Sallu, S.M. (2021). Evaluating Climate-Smart Agriculture as Route to Building Climate Resilience in African Food Systems. Sustainability, 13(17), 9909. (Crossref)

Elia, E. (2017). Farmers’ awareness and understanding of climate change and variability in central semi-arid Tanzania. University of Dar es Salaam Library Journal, 12(2), 124-138.

Fadairo, O., Olajuyigbe, S., Adelakun, O., Osayomi, T. (2023). Drivers of vulnerability to climate change and adaptive responses of forest-edge farming households in major agro-ecological zones of Nigeria. GeoJournal, 88(2), 2153-2170. (Crossref)

FAO (2021). Climate-smart agriculture case studies 2021 – Projects from around the world. Rome. https://doi.org/10.4060/cb5359en (Crossref)

Fawole, B.E., Aderinoye-Abdulwahab, S.A. (2021). Farmers’ adoption of climate smart practices for increased productivity in Nigeria. In African Handbook of Climate Change Adaptation (pp. 495-508). Cham: Springer International Publishing. (Crossref)

García-Jiménez, C.I., Velandia, M., Lambert, D.M., Mishra, A.K. (2022). Information sources impact on the adoption of precision technology by cotton producers in the United States. Agrociencia https://doi.org/10.47163/ agrociencia.v56i1.2688 . (Crossref)

Gebre, G.G., Isodab, H., Rahut, D.B., Amekawa, Y., Nomura H. (2019). Gender differences in the adoption of agricultural technology: the case of improved maize varieties in southern Ethiopia. Women’s Studies International Forum, 76, 102264. (Crossref)

George, J., Adelaja, A., Awokuse, T., Vaughan, O. (2021). Terrorist attacks, land resource competition and violent farmer-herder conflicts. Land Use Policy, 102, 105241. https://doi.org/10.1016/j. landusepol.2020.105241. (Crossref)

George, J., Adelaja, A. Vaughan, O., Awokuse, T. (2022). Explaining transhumance-related violence: Fulani Ethnic Militia in rural Nigeria. Journal of Rural Studies, 89, 275-286. (Crossref)

Gudere, A., Wemali, E., Ndunda, E. (2022). Adaptation of Climate-Smart Technologies among Agro-Pastoralists of Marsabit County, Kenya. East African Agricultural and Forestry Journal, 86(1-2), 9-9.

Gujarati, D. (2004). Basic Econometrics, 4th edn, McGraw‐Hill, Maidenhead

Habakubaho, T., Mhache, E.P., Saria, J. (2023). Investigating indigenous knowledge developed by agro-pastoralists to cope with climate change and variability in the agro-pastoralism region of Rwanda. Ghana Journal of Geography, 15(3), 48-91. (Crossref)

Haider, H. (2019). Climate change in Nigeria: Impacts and responses. K4D Helpdesk Report 675. Brighton, UK: Institute of Development Studies.

IFAD (2018). Ensuring environmental sustainability and building resilience to climate change. https://www.ifad.org/de-DE/web/guest/climate-and-environment

Ifeanyi-Obi, C.C., Issa, F.O., Aderinoye-Abdulwahab, S.O. Ayinde, A.F., Umeh, O.J., Tologbonse, E.B. (2022). Promoting uptake and integration of climate smart agriculture technologies, innovations and management practices into policy and practice in Nigeria. International Journal of climate change strategies and management, 14(4), 354-374. (Crossref)

Iiyama, M., Neufeldt, H., Dobie, P., Njenda, M., Ndegwa, G., Jamnadass, R. (2014). The potential of agroforestry in the provision of sustainable woodfuel in sub-Saharan Africa. Current Opinion in Environmental Sustainability, 6, 138-147. https://doi.org/10.1016/j.cosust.2013.12.003. (Crossref)

Imana, C., Zenda, M. (2023). Impact of Climate Change on Sustainable Pastoral Livelihoods in Loima Sub-County, Turkana County, Kenya. South African Journal of Agricultural Extension (SAJAE), 51(1), 13-33. https://doi.org/10.17159/2413-3221/2023/v51n1a11367. (Crossref)

International Food Policy Research Institute (IFPRI) (2014). Farmers Preference for Climate Smart Agriculture: An Assessment in the Indo-Gangetic Plain. Discussion paper. IFPRI, New Delhi.

IPCC (2021). Special report on climate change and land, Chapter 5 Food Security. https://www.ipcc.ch/site/assets/uploads/sites/4/2022/11/SRCCL_Full_Report.pdf.

Kaltungo, B.Y., Saidu, S.N.A., Kudi, C.A., Isma’il, M., Jacob, R.J., Salisu, U., Baba, Y.A., Buhari, H.U. (2019). Geo-Spatial Distribution of Brucella melitensis Infection in Selected Local Government Areas of Katsina and Sokoto States, Nigeria. Nigerian Veterinary Journal, 40(2) 95-103. https://dx.doi.org/10.4314/nvj.v40i2.1. (Crossref)

Kargbo, A., Jawo, E., Amoutchi, A. I., Ndow, M., Bojang, A., Zainabou, D., ... Kuye, R. (2023). Perceptions and impacts of climate variability on livestock farming in The Gambia. Journal of Applied Animal Research, 51(1), 366-374. (Crossref)

Kassa, B.A., Abdi, A.T. (2022). Factors Influencing the Adoption of Climate-Smart Agricultural Practice by Small-Scale Farming Households in Wondo Genet, Southern Ethiopia. SAGE Open, 12(3). https://doi.org/10.1177/21582440221121604.

Kassa, B.A., Abdi, A.T. (2021). Factors Influencing the Adoption of Climate-Smart Agricultural Practice by Small-Scale Farming Households in Wondo Genet, Southern Ethiopia. SAGE Open, 12(3), 1-13 DOI: 10.1177/21582440221121604 (Crossref)

Kassie, M., Teklewold, H., Jaleta, M., Marenya, P., Erenstein, O. (2015). Understanding the adoption of a portfolio of sustainable intensification practices in eastern and southern Africa. Land Use Policy, 42, 400-411. (Crossref)

Kelil, A., Girma, Y., Hiruy, M. (2020) Access and use of agricultural Information in Africa: A conceptual review. Information and Knowledge Management, 10, 1-5.

Khatri-Chhetri, A., Aggarwal, P.K., Joshi, P.K., Vyas, S. (2017). Farmers' prioritization of climate-smart agriculture (CSA) technologies. Agricultural Systems, 151, 184-191, https://doi.org/10.1016/j.agsy.2016.10.005. (Crossref)

Kolapo, A., Kolapo, A.J. (2023). Implementation of conservation agricultural practices as an effective response to mitigate climate change impact and boost crop productivity in Nigeria. Journal of Agriculture and Food Research, 12, https://doi.org/10.1016/j.jafr.2023.100557. (Crossref)

Kosoe, E.A., Ahmed, A. (2022). Climate change adaptation strategies of cocoa farmers in the Wassa East District: Implications for climate services in Ghana. Climate Services, 26, 100289. (Crossref)

Koutsoyiannis, A. (1972). Theory of Econometrics: An Introductory Exposition of Econometric Methods. Second Edition. New York: Barnes &; Noble Books.

Kpadonou, R.A.B., Owiyo, T., Barbier, B., Denton, F., Rutabingwa, F., Kiema, A. (2017). Advancing climate-smart-agriculture in developing drylands: Joint analysis of the adoption of multiple on-farm soil and water conservation technologies in West African Sahel. Land Use Policy, 61, 196-207. (Crossref)

Madaki, M.Y., Barnabas, B., Shehu, A., Ullah, A., Bavorova, M. (2025). Institutional services towards climate action: A case of climate change adaptation of agro-pastoralists in the drylands of Nigeria. Climate Policy, 1 15. (Crossref)

Mairura, F.S., Musafiri, C.M., Kiboi, M.N., Macharia, J.M., Ng'etich, O.K., Shisanya, C. A., ... Ngetich, F.K. (2022). Farm factors influencing soil fertility management patterns in Upper Eastern Kenya. Environmental Challenges, 6, 100409. (Crossref)

Mamun, A.A., Roy, S., Islam, A.R.M.T., Alam, G.M.M., Alam, E., Chandra Pal, S., Sattar, M.A., Mallick, J. (2021). Smallholder Farmers’ Perceived Climate-Related Risk, Impact, and Their Choices of Sustainable Adaptation Strategies. Sustainability,13(21), 11922. https://doi.org/10.3390/su132111922. (Crossref)

Mofya-Mukuka, R., Hichaambwa, M. (2018). Livelihood effects of crop diversification: a panel data analysis of rural farm households in Zambia. Food Security, 10(6), 1449-1462. (Crossref)

Mulema, J., Mugambi, I., Kansiime, M., Chan, H.T., Chimalizeni, M., Pham, T.X., Oduor, G. (2021). Barriers and opportunities for the youth engagement in agribusiness: empirical evidence from Zambia and Vietnam. Development in Practice, 31(5), 690-706. (Crossref)

Musafiri, C.M., Macharia, J.M., Ng'etich, O.K., Kiboi, M.N.. Okeyo, J., Shisanya, C.A., Okwuosa, E.A., Mugendi, D.N., Ngetich, F.K. (2020). Farming systems' typologies analysis to inform agricultural greenhouse gas emissions potential from smallholder rain-fed farms in Kenya. Scientific African, 8, e00458. (Crossref)

Muyanga, M., Aromolaran, A.B., Jayne, TS., Liverpool-Tasie, L.S.O., A., Titus, Adelaja, A., Obayelu, E., Issa, FO., Lifeyo, Y. (2022). Changing Farm Structure and Agricultural Commercialisation: Implications for Livelihood Improvements Among Small-Scale Farmers in Nigeria. APRA Working Paper 93. Brighton: Future Agricultures Consortium. (Crossref)

Myeni, L., Moeletsi, M.E. (2020). Factors Determining the Adoption of Strategies Used by Smallholder Farmers to Cope with Climate Variability in the Eastern Free State, South Africa. Agriculture, 10(9), 410. doi.org/10.3390/agriculture10090410. (Crossref)

Nagler, J. (1994). Scobit: An Alternative Estimator to Logit and Probit. American Journal of Political Science, 38(1), 230-255. (Crossref)

Nantongo, B., Ssekandi, J., Ngom, A., Dieng, B., Diouf, N., Diouf, J., Noba, K. (2022). Predicting the adoption of multiple climate-smart agriculture technologies in Tambacounda and Kolda, Senegal. Journal of Agricultural Extension and Rural Development, 14(4), 163-172. (Crossref)

Ndebele, Z., Zenda, M. (2023). Climate Change Impact and Adaptation of Agro-Pastoral Farmers in Awerial County, Lakes State of South Sudan. South African Journal of Agricultural Extension, 51(3), 135-160. https://doi.org/10.17159/2413-3221/2023/v51n3a14086. (Crossref)

Nhemachena, C., Nhamo, L., Matchaya, G., Nhemachena, C.R., Muchara, B., Karuaihe, S.T., Mpandeli, S. (2020). Climate Change Impacts on Water and Agriculture Sectors in Southern Africa: Threats and Opportunities for Sustainable Development. Water, 12(10), 2673. https://doi.org/10.3390/w12102673. (Crossref)

Nyang'au, J.O., Mohamed, J.H., Mango, N., Makate, C., Wangeci, A.N. (2021). Smallholder farmers' perception of climate change and adoption of climate-smart agriculture practices in Masaba South Sub-county, Kisii, Kenya. Heliyon, 21, 7(4):e06789. doi:10.1016/j.heliyon.2021.e06789. (Crossref)

Oduniyi, O.S., Tekana, S.S. (2021). Does Information Acquisition Influence the Adoption of Sustainable Land Management Practices? Evidence from Mpumalanga Province South Africa. Frontiers in Sustainable Food Systems, 5:769094. doi: 10.3389/fsufs.2021.769094. (Crossref)

Olorunfemi, T.O., Olorunfemi, O.D., Oladele, O.I. (2020). Borich needs model analysis of extension agents’ competence on climate smart agricultural initiatives in South West Nigeria. The Journal of Agricultural Education and Extension, 26:1, 59-73, DOI: 10.1080/1389224X.2019.1693406. (Crossref)

Omodara, O.D., Ige, O.A., Oluwasola, O., Oyebanji, A.T., Afape, O.O. (2023). Factors influencing cassava farmers’ choice of climate change adaption practices and its effect on cassava productivity in Nigeria. Heliyon, 9(3). (Crossref)

Otitoju M.A., Enete, A.A. (2016). Climate change adaptation: Uncovering constraints to the use of adaptation strategies among food crop farmers in South-west, Nigeria using principal component analysis (PCA). Cogent Food & Agriculture, 2: 1178692. (Crossref)

Ricart, S., Castelletti, A., Gandolfi, C. (2022). On farmers’ perceptions of climate change and its nexus with climate data and adaptive capacity. A comprehensive review. Environmental Research Letters, 17 083002. (Crossref)

Saidu, A.I., Yeom, C. (2020). Success Criteria Evaluation for a Sustainable and Affordable Housing Model: A Case for Improving Household Welfare in Nigeria Cities. Sustainability, 12(2), 656. https://doi.org/10.3390/su12020656. (Crossref)

Serote, B., Mokgehle, S., Senyolo, G., du Plooy, C., Hlophe-Ginindza, S., Mpandeli, S., Nhamo, L., Araya, H. (2023). Exploring the Barriers to the Adoption of Climate-Smart Irrigation Technologies for Sustainable Crop Productivity by Smallholder Farmers: Evidence from South Africa. Agriculture, 13, 246. https://doi.org/10.3390/ agriculture13020246. (Crossref)

Tesfaye, H., Baye, B., Eyob, B., Kaleb, K., Daniel, H., Fitsum, D. (2018). Impact of improved wheat variety on productivity in Oromia Regional State, Ethiopia. Greener Journal of Agricultural Sciences, 8(4), 74-81, doi:10.15580/GJAS.2018.4.092117135. (Crossref)

World Bank (2022). Climate -Smart Agriculture. https://www.worldbank.org/en/topic/climate-smart-agriculture.

Yakubu, D.H., John, B., Yekinni, O.T., Muhammad, M.B., Abdullahi, M.K., Adisa, R.S. (2016). Agricultural information channels used by livestock farmers in Wurno local government area of Sokoto State, Nigeria, Nigerian Journal of Rural Sociology, 16(4). DOI: 10.22004/ag.econ.287482.

Zampaligré, N., Fuchs, L.E. (2019). Determinants of Adoption of Multiple Climate-Smart Adaptation Practices in Sudano-Sahelian Pastoral and Agro-Pastoral Production Systems. Sustainability, 11(18), 4831. https://doi.org/10.3390/su11184831. (Crossref)