Sub-Saharan Africa is a vulnerable region facing climate crises, leading to severe food insecurity due to its rainfed agriculture sector. The Climate Smart Village (CSV) approach, developed in 2010, aims to scale promising climate-smart agricultural technologies and innovations among rural communities and small-scale farmers who significantly contribute to the production of the food we consume worldwide. The Climate Smart Village approach has been piloted and implemented in Latin America, Southeast Asia, South Asia, East and West Africa. A comprehensive literature review using the PRISMA methodology was conducted from 2010 to 2025, focusing on the current mapping, implementation, challenges, and lessons learned in Sub-Saharan Africa. The resources included a mix of journal articles and grey literature from: 1) Scopus, 2) the Directory of Open Access Journals, 3) Google Scholar, and 4) the Consultative group data base called CG Space of the Consultative Group of International Agricultural Research Institutes databases, supplemented with a key informant’s interview with relevant institutions of the AICCRA and CGIAR climate action programs and other stakeholders in Sub-Saharan Africa. Results show that 20 Climate Smart Villages have been established in Sub-Saharan Africa from 2010 to 2025. Despite low adoption rates, several climate-smart agriculture technologies and practices have improved the lives of farming communities. Climate-smart technologies, practices, and innovations should be considered in climate-related projects and innovative extension services to facilitate their wider dissemination, especially in the Central Africa Region, where these technologies are lacking. The CSV approach should be upgraded by integrating digital innovations as a 7th and last component. The concept should be renamed “DIGIT CSV”. The Climate Smart Village approach is recommended for scaling up and out of climate-smart agriculture everywhere in Sub-Saharan Africa.
References
[1]
Abegunde, V. O., Sibanda, M., & Obi, A. (2019). The Dynamics of Climate Change Adaptation in Sub-Saharan Africa: A Review of Climate-Smart Agriculture among Small-Scale Farmers. Climate,7, Article 132. https://doi.org/10.3390/cli7110132
[2]
Adesipo, A., Fadeyi, O., Kuca, K., Krejcar, O., Maresova, P., Selamat, A. et al. (2020). Smart and Climate-Smart Agricultural Trends as Core Aspects of Smart Village Functions. Sensors,20, Article 5977. https://doi.org/10.3390/s20215977
[3]
Aggarwal, P. K., Jarvis, A., Campbell, B. M., Zougmoré, R. B., Khatri-Chhetri, A., Vermeulen, S. J. et al. (2018). The Climate-Smart Village Approach: Framework of an Integrative Strategy for Scaling up Adaptation Options in Agriculture. EcologyandSociety,23, Article 14. https://doi.org/10.5751/es-09844-230114
[4]
Agyekum, T. P., Antwi-Agyei, P., & Dougill, A. J. (2022). The Contribution of Weather Forecast Information to Agriculture, Water, and Energy Sectors in East and West Africa: A Systematic Review. FrontiersinEnvironmentalScience,10, Article 935696. https://doi.org/10.3389/fenvs.2022.935696
[5]
Allhabo, A., Mahamat, N. Z., Hachim, Y., Mahamat, A., Wadi, E., Ogou, A., Ouédraogo, M., & Laderach, P. (2023). EtudedebasecommunautairepourlamiseenplacedevillageintelligentfaceauclimatàAmsinéné,ProvincedeSalamatauTCHAD (p. 32). Rapport De Site. https://cgspace.cgiar.org/server/api/core/bitstreams/f0163c77-f8d2-4961-ae32-85b1d0c14dca/content
[6]
Ambaw, G., Recha, J. W., Nigussie, A., Solomon, D., & Radeny, M. (2020). Soil Carbon Sequestration Potential of Climate-Smart Villages in East African Countries. Climate,8, Article 124. https://doi.org/10.3390/cli8110124
[7]
Appiah, C. E., Quarmine, W., Osei-Amponsah, C., Okem, A. E., & Sarpong, D. B. (2025). Improving Smallholder Farmers’ Access to and Utilization of Climate Information Services in Sub-Saharan Africa through Social Networks: A Systematic Review. ClimateServices,37, Article ID: 100528. https://doi.org/10.1016/j.cliser.2024.100528
[8]
Bashiru, M., Ouedraogo, M., Ouedraogo, A., & L？derach, P. (2024). Smart Farming Technologies for Sustainable Agriculture: A Review of the Promotion and Adoption Strategies by Smallholders in Sub-Saharan Africa. Sustainability,16, Article 4817. https://doi.org/10.3390/su16114817
[9]
Bayala, J., Ky-Dembele, C., Dayamba, S. D., Somda, J., Ouédraogo, M., Diakite, A. et al. (2021). Multi-Actors’ Co-Implementation of Climate-Smart Village Approach in West Africa: Achievements and Lessons Learnt. FrontiersinSustainableFoodSystems,5, Article 637007. https://doi.org/10.3389/fsufs.2021.637007
[10]
Beal, C., Bernardo, E., Castellanos, A. E., Martinez, J. D., Ouedraogo, M., Recha, J. W., & Bonilla-Findji, O. (2021). CCAFS Outcome Synthesis Report: OutcomesAchievedWithintheContextofClimate-SmartVillageApproach. https://cgspace.cgiar.org/items/3aff23c6-a4de-4c2c-92a2-3a6c88f5da33
[11]
Bhattacharyya, P., Pathak, H., & Pal, S. (2020). Mainstreaming of Climate-Smart Agriculture. In P. Bhattacharyya, H. Pathak, & S. Pal (Eds.), Climate Smart Agriculture (pp. 169-188). Springer. https://doi.org/10.1007/978-981-15-9132-7_11
[12]
Busby, J. W., Smith, T. G., & Krishnan, N. (2014). Climate Security Vulnerability in Africa Mapping 3.0. PoliticalGeography,43, 51-67. https://doi.org/10.1016/j.polgeo.2014.10.005
CCAFS (2018b). Climate-SmartVillageAR4DApproach:Synthesisof Lessons Learned. CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS). https://ccafs.cgiar.org/es/node/113789
[15]
Cramer, L., Thornton, P. K., Dinesh, D., Jat, M. L., Khatri-Chhetri, A., L？derach, P., & Veeger, M. (2018). Lessonson Bridging the Science-Policy Dividefor Climate Change Action in Developing Countries. Consultative Group on International Agricultural Research. https://cgspace.cgiar.org/items/d3ef221b-e1df-4540-8a98-bcf0fce3f87a
[16]
Damba, O. T., Ageyo, C. O., Kizito, F., Mponela, P., Yeboah, S., Clottey, V. A. et al. (2024). Constructing A Climate-Smart Readiness Index for Smallholder Farmers: The Case of Prioritized Bundles of Climate Information Services and Climate Smart Agriculture in Ghana. Climate Services, 34, Article ID: 100453. https://doi.org/10.1016/j.cliser.2024.100453
[17]
Dayamba, D. S., Ky-Dembele, C., Bayala, J., Dorward, P., Clarkson, G., Sanogo, D. et al. (2018). Assessment of the Use of Participatory Integrated Climate Services for Agriculture (PICSA) Approach by Farmers to Manage Climate Risk in Mali and Senegal. ClimateServices,12, 27-35. https://doi.org/10.1016/j.cliser.2018.07.003
[18]
Defe, R., & Matsa, M. M. (2024). Building Community Resilience to Enhance the Development of Climate Smart Villages in Developing Countries of Southern Africa. SSRNElectronicJournal. https://doi.org/10.2139/ssrn.4983860
[19]
Dey, K., & Mishra, P. K. (2022). Mainstreaming Blended Finance in Climate-Smart Agriculture: Complementarity, Modality, and Proximity. JournalofRuralStudies,92, 342-353. https://doi.org/10.1016/j.jrurstud.2022.04.011
[20]
Dinesh, D., Zougmore, R., Vervoort, J., Totin, E., Thornton, P., Solomon, D. et al. (2018). Facilitating Change for Climate-Smart Agriculture through Science-Policy Engagement. Sustainability,10, Article 2616. https://doi.org/10.3390/su10082616
[21]
Djido, A., Zougmoré, R. B., Houessionon, P., Ouédraogo, M., Ouédraogo, I., & Diouf, N. S. (2021). To What Extent Do Weather and Climate Information Services Drive the Adoption of Climate-Smart Agriculture Practices in Ghana? Climate Risk Management, 32, Article ID: 100309. https://doi.org/10.1016/j.crm.2021.100309
[22]
FAO (2018). UpscalingClimateSmartAgriculture.LessonsforExtensionandAdvisoryServices.OccasionalPapersonInnovationinFamilyFarming. Food and Agriculture Organization of the United Nations. https://openknowledge.fao.org/handle/20.500.14283/i9209en https://openknowledge.fao.org/items/07ca0c8e-1e05-44f0-8c2c-cd4861a1072a
[23]
Fehling, M., Nelson, B. D., & Venkatapuram, S. (2013). Limitations of the Millennium Development Goals: A Literature Review. GlobalPublicHealth,8, 1109-1122. https://doi.org/10.1080/17441692.2013.845676
[24]
Feliciano, D., Recha, J., Ambaw, G., MacSween, K., Solomon, D., & Wollenberg, E. (2022). Assessment of Agricultural Emissions, Climate Change Mitigation and Adaptation Practices in Ethiopia. ClimatePolicy,22, 427-444. https://doi.org/10.1080/14693062.2022.2028597
[25]
Ganyo, K. K., Kpadonou, G. E., Segnon, A. C., Ouédraogo, H., Tall, B., Lamien, N., & Zougmore, R. B. (2024). LeveragingtheClimate-SmartVillage(CSV) Approach to Implement the Integrated Land Management (ILM) Concept in FSRP Countries. https://cgspace.cgiar.org/items/24670c72-f57b-42ce-bcc8-4697280e034a
[26]
Ghimire, R., Khatri-Chhetri, A., & Chhetri, N. (2022). Institutional Innovations for Climate Smart Agriculture: Assessment of Climate-Smart Village Approach in Nepal. FrontiersinSustainableFoodSystems,6, Article 734319. https://doi.org/10.3389/fsufs.2022.734319
[27]
Gwagwa, A., Kraemer-Mbula, E., Rizk, N., Rutenberg, I., & De Beer, J. (2020). Artificial Intelligence (AI) Deployments in Africa: Benefits, Challenges and Policy Dimensions. TheAfricanJournalofInformationandCommunication(AJIC),No. 26, 1-28. https://doi.org/10.23962/10539/30361
[28]
Hajian, M., & Kashani, S. J. (2021). Evolution of the Concept of Sustainability. from Brundtland Report to Sustainable Development Goals. In C. M. Hussain, & J. F. Velasco-Mu？oz (Eds.), SustainableResourceManagement (pp. 1-24). Elsevier. https://doi.org/10.1016/b978-0-12-824342-8.00018-3
[29]
Joshi, S., Sharma, M., Luthra, S., Garza-Reyes, J. A., & Anbanandam, R. (2024). An Assessment Framework to Evaluate the Critical Success Factors to Quality 4.0 Transition in Developing Countries: A Case Experience of Sustainable Performance of Indian Manufacturers. TheTQMJournal,36, 1756-1793. https://doi.org/10.1108/tqm-10-2023-0311
[30]
Kagabo, D. M., Mvuyibwami, P., Byandaga, L., Nasson, N., & Manjari, S (2024a). Innovative Digital AgroClimate Solutions for Effective Agricultural Risk Management. https://cgspace.cgiar.org/server/api/core/bitstreams/6afdf219-71d7-4bf4-962b-ceee9d4988ce/content
[31]
Kagabo, D. M., Byandaga, L., Gatsinzi, P., Mvuyibwami, P., Munyangeri, Y. U., Ntwari, N. et al. (2024b). Scaling Climate Information Services and Climate Smart Agriculture through Bundled Business Models. ClimateServices,37, Article ID: 100526. https://doi.org/10.1016/j.cliser.2024.100526
[32]
Kaptymer, B. L., Abdulkerim Ute, J., & Negeso Hule, M. (2019). Climate Smart Agriculture and Its Implementation Challenges in Africa. CurrentJournalofAppliedScienceandTechnology,38, 1-13. https://doi.org/10.9734/cjast/2019/v38i430371
[33]
Kombat, R., Sarfatti, P., & Fatunbi, O. A. (2021). A Review of Climate-Smart Agriculture Technology Adoption by Farming Households in Sub-Saharan Africa. Sustainability, 13, Article 12130. https://doi.org/10.3390/su132112130
[34]
Kubanza, N. S., & Oladele, O. J. (2024). Climate Smart Agricultural Policy in Sub-Saharan Africa: A Case Study of Ngaka Modiri Molema District Municipality of North West Province, South Africa. LocalEnvironment,29, 1579-1593. https://doi.org/10.1080/13549839.2024.2390467
Lipper, L., Thornton, P., Campbell, B. M., Baedeker, T., Braimoh, A., Bwalya, M. et al. (2014). Climate-Smart Agriculture for Food Security. NatureClimateChange,4, 1068-1072. https://doi.org/10.1038/nclimate2437
[37]
Mahamat, A. Y., Mahamat, N. Z., Ache Billah, K. A., Ngue’ndoyoum, G., Baimi, T., Ogou, A., Ouédraogo, M., & Laderach, P. (2023). EtudedebasecommunautairepourlamiseenplacedevillageintelligentfaceauclimatàBédogo2,ProvincedeMandoulauTCHAD (p. 35). https://cgspace.cgiar.org/server/api/core/bitstreams/2c6ec5e8-a41c-4f62-a949-055abe1f36c0/content
[38]
Makate, C., Makate, M., Mutenje, M., Mango, N., & Siziba, S. (2019). Synergistic Impacts of Agricultural Credit and Extension on Adoption of Climate-Smart Agricultural Technologies in Southern Africa. EnvironmentalDevelopment,32, Article ID: 100458. https://doi.org/10.1016/j.envdev.2019.100458
[39]
Marty, E., Segnon, A. C., Tui, S. H., Trautman, S., Huyer, S., Cramer, L. et al. (2024). Enabling Gender and Social Inclusion in Climate and Agriculture Policy and Planning through Foresight Processes: Assessing Challenges and Leverage Points. ClimatePolicy,24, 1034-1049. https://doi.org/10.1080/14693062.2023.2268042
[40]
Mbuvha, R., Yaakoubi, Y., Bagiliko, J., Hincapie Potes, S., Nammouchi, A., & Sabrina Amrouche, S. (2024). Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration. SSRNElectronicJournal. https://doi.org/10.2139/ssrn.4815919
[41]
Müller, M., Dembélé, S., Zougmoré, R., Gaiser, T., & Partey, S. (2020). Performance of Three Sorghum Cultivars under Excessive Rainfall and Waterlogged Conditions in the Sudano-Sahelian Zone of West Africa: A Case Study at the Climate-Smart Village of Cinzana in Mali. Water,12, Article 2655. https://doi.org/10.3390/w12102655
[42]
Nakalembe, C. L., & Kerner, H. R. (2024). Applications and Considerations for AI-EO for Agriculture in Sub-Saharan Africa. In AIJRProceedings (pp. 3-14). AIJR Publisher. https://doi.org/10.21467/proceedings.157.1
[43]
Njogu, J. W., Karuku, G., Busienei, J., & Gathiaka, J. K. (2024). Assessing Determinants of Scaling up Pathways for Adopted CSA Climate Smart Agricultural Practices: Evidence from Climate Smart Villages in Nyando Basin, Kenya. CogentFood&Agriculture,10, Article ID: 2316362. https://doi.org/10.1080/23311932.2024.2316362
[44]
Non-ndé, D. I., Mahamat, N. Z., Abdelaziz, B., Ndjelassem, N., Mbaigolem, J. C., Moyan, F., Allahtaroum, S., Djogo, B. S., Ogou, A., Ouédraogo, M., & Laderach, P. (2023). EtudedebasecommunautairepourlamiseenplacedevillageintelligentfaceauclimatàMa？béssé,ProvincedeMoyen-ChariauTCHAD.RapportDeSite (p. 37). https://cgspace.cgiar.org/server/api/core/bitstreams/c5615776-7a08-448b-9b2a-fc4880fcecf6/content
[45]
Nyoni, R. S., Bruelle, G., Chikowo, R., & Andrieu, N. (2024). Targeting Smallholder Farmers for Climate Information Services Adoption in Africa: A Systematic Literature Review. ClimateServices,34, Article ID: 100450. https://doi.org/10.1016/j.cliser.2024.100450
[46]
Ogada, M. J., Radeny, M., Recha, J., & Solomon, D. (2020a). Adoptionof Climate-Smart Agricultural Technologies in Lushoto Climate-Smart Villages in North-Eastern Tanzania. CCAFS Work Paper. https://cgspace.cgiar.org/items/dbdfb814-c642-4268-8b90-5b7d3eb228a8
[47]
Ogada, M. J., Rao, E. J. O., Radeny, M., Recha, J. W., & Solomon, D. (2020b). Climate-Smart Agriculture, Household Income and Asset Accumulation among Smallholder Farmers in the Nyando Basin of Kenya. WorldDevelopmentPerspectives,18, Article ID: 100203. https://doi.org/10.1016/j.wdp.2020.100203
[48]
Ogisi, O. D., & Begho, T. (2023). Adoption of Climate-Smart Agricultural Practices in Sub-Saharan Africa: A Review of the Progress, Barriers, Gender Differences and Recommendations. FarmingSystem,1, Article ID: 100019. https://doi.org/10.1016/j.farsys.2023.100019
[49]
Ogou, A., & Ouédraogo, M. (2023). AtelierdeformationdelacoordinationduprojetProPADet ses partenaires au Tchad sur la mise en place de villages intelligents face au Climat (VIC). https://cgspace.cgiar.org/server/api/core/bitstreams/6b0b4af9-e051-45e6-898f-d4151886a606/content
[50]
Ogou, A., Siagbe, G., & Ouédraogo, M. (2022). AtelierdelancementduprojetAT-TARSProetformation des équipes pays sur l’Agriculture Intelligente face au Climat (AIC). https://cgspace.cgiar.org/items/6a38a64b-5050-4a36-ba85-a18d266df6ba
[51]
Ogou, A., Kagabo, D., Ouédraogo, M., Sogbui, C. M., & Laderach, P. (2024a). TechnicalAssistanceoftheAllianceofBioversityInternationalandInternationalCentreforTropicalAgriculture(CIAT)toAgriculturalProductivity&ClimateResilienceEnhancement Project in Tchad (TA-ProPAD): Achievements and Lessons Learnt. https://cgspace.cgiar.org/items/f283f4e9-a6c4-42c9-901a-e69b5aa3f1e8
[52]
Ogou, A., Singh, M., Kagabo, D. M., Ouédraogo, M., & Laderach, P. (2024b). ModellingClimate Analoguesof Climate Smart Village Sites inWestandCentralAfrica:CaseStudyfromBenin,BurkinaFaso,Mali, Niger, and Tchad (p. 1). https://cgspace.cgiar.org/items/f617231e-ccce-4590-8f00-b624db5af6f8
[53]
Ogunyiola, A., Gardezi, M., & Vij, S. (2022). Smallholder Farmers’ Engagement with Climate Smart Agriculture in Africa: Role of Local Knowledge and Upscaling. ClimatePolicy,22, 411-426. https://doi.org/10.1080/14693062.2021.2023451
[54]
Oladele, O., Yakubu, D., & Oladele, O. (2025). Determinants of the Joint Adoption of Climate-Smart Agriculture Practices by Agro-Pastoralists in Sokoto State, Nigeria. ZeszytyNaukoweSGGWwWarszawie—ProblemyRolnictwa？wiatowego,25, 21-38. https://doi.org/10.22630/prs.2025.25.1.2
[55]
Ouedraogo, A., Egyir, I. S., Ouedraogo, M., & Jatoe, J. B. D. (2022). Farmers’ Demand for Climate Information Services: A Systematic Review. Sustainability,14, Article 9025. https://doi.org/10.3390/su14159025
[56]
Ouedraogo, I., Sarr, Y., Omar, S., & Chilambe, P. (2023). Scaling Access to Index-Based Insurance for More Productive Agriculture: Experiences, Lessons Learned and Perspectives. https://cgspace.cgiar.org/items/ff761b57-2d87-4768-ab71-97663a804528
[57]
Ouedraogo, A., Ouedraogo, M., Egyir, I. S., L？derach, P., Mensah-Bonsu, A., & Jatoe, J. B. D. (2025). Climate Services Bundles Preferences of Smallholder Farmers in West Africa: A Stated Choice Modelling. Frontiers in Climate, 7, Article 1581001. https://doi.org/10.3389/fclim.2025.1581001
[58]
Ouédraogo, M., Barry, S., Zougmoré, R., Partey, S., Somé, L., & Baki, G. (2018). Farmers’ Willingness to Pay for Climate Information Services: Evidence from Cowpea and Sesame Producers in Northern Burkina Faso. Sustainability,10, Article 611. https://doi.org/10.3390/su10030611
[59]
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D. et al. (2021). Updating Guidance for Reporting Systematic Reviews: Development of the PRISMA 2020 Statement. JournalofClinicalEpidemiology,134, 103-112. https://doi.org/10.1016/j.jclinepi.2021.02.003
[60]
Recha, J. W., Olale, K. O., Sila, A. M., Ambaw, G., Radeny, M., & Solomon, D. (2022). Measuring Soil Quality Indicators under Different Climate-Smart Land Uses across East African Climate-Smart Villages. Agronomy,12, Article 530. https://doi.org/10.3390/agronomy12020530
[61]
Redclift, M. (2005). Sustainable Development (1987-2005): An Oxymoron Comes of Age. SustainableDevelopment,13, 212-227. https://doi.org/10.1002/sd.281
[62]
Rosenstock, T. S., Lubberink, R., Gondwe, S., Manyise, T., & Dentoni, D. (2020). Inclusive and Adaptive Business Models for Climate-Smart Value Creation. CurrentOpinioninEnvironmentalSustainability,42, 76-81. https://doi.org/10.1016/j.cosust.2019.12.005
[63]
Sanogo, D., Sall, M., Camara, B. A., Diop, M., Badji, M., & Ba, H. S. (2020). TheClimateSmartVillage Approach: Putting Communitiesatthe Heart of Restoration. https://cgspace.cgiar.org/items/3cc66cbc-5dc5-4bca-a040-6739cd27bf18
[64]
Sarkar, S., Padaria, R. N., Das, S., Das, B., Biswas, G., Roy, D. et al. (2022). Conceptualizing and Validating a Framework of Climate Smart Village in Flood Affected Ecosystem of West Bengal. IndianJournalofExtensionEducation,58, 1-7. https://doi.org/10.48165/ijee.2022.58201
[65]
Segnon, A. C., Magassa, M., Obossou, E. A. R., Partey, S. T., Houessionon, P., & Zougmoré, R. B. (2024). Gender Vulnerability Assessment to Inform Gender-Sensitive Adaptation Action: A Case Study in Semi-Arid Areas of Mali. FrontiersinClimate,6, Article 1418015. https://doi.org/10.3389/fclim.2024.1418015
[66]
Simelton, E., Le, T., Coulier, M., Duong, M., & Le, D. (2018). Developing Participatory Agro-Climate Advisoriesfor Integrated and Agroforestry Systems.Towards Low-Emissions Landscapes inVietNam (pp. 129-144). https://www.researchgate.net/profile/Rachmat-Mulia/publication/333088696_Towards_low-emission_landscapes_in_Viet_Nam/links/5cdac3b092851c4eab9dd47c/Towards-low-emission-landscapes-in-Viet-Nam.pdf#page=129
[67]
Sodré, E., Tarpaga, W. V., Bandaogo, A. A., Tassembedo, B., Saba, F., Sawadogo, F. V., Ogou A., & Ouedraogo, M. (2024). Co-conception d’un modèle de village intelligent face au climat ou climate smart village à Ouda, dans le Centre-Sud du Burkina Faso. https://cgspace.cgiar.org/items/c44eb1a3-d87e-43c1-bbf3-579bf12bedfa
[68]
Suleman, K. K. (2017). Balancing Coal Miningand Conservation inSouth-West Ethiopia (p. 40). Policy Insights. https://www.jstor.org/stable/resrep29515
[69]
Taylor, M. (2018). Climate-Smart Agriculture: What Is It Good For? TheJournalofPeasantStudies,45, 89-107. https://doi.org/10.1080/03066150.2017.1312355
[70]
Totin, E., Segnon, A. C., Schut, M., Affognon, H., Zougmoré, R. B., Rosenstock, T. et al. (2018). Institutional Perspectives of Climate-Smart Agriculture: A Systematic Literature Review. Sustainability, 10, Article 1990. https://doi.org/10.3390/su10061990
[71]
Tran, H., Simelton, E., & Quinn, C. (2017). Rolesof Social Learningforthe Adoption of Climate-Smart Agriculture Innovations:Case Study fromMyLoiClimateSmartVillage,Vietnam. https://cgspace.cgiar.org/items/7d6d488d-f3f6-44e9-8c33-9b064f8070f1
[72]
Twahirwa, A. (2023). Determine Communication Channels Used by Smallholder Farmers to Access Climate Services in Musanze District. EastAfricanJournalofScience,TechnologyandInnovation,4. https://doi.org/10.37425/eajsti.v4i2.525
[73]
Wakweya, R. B. (2023). Challenges and Prospects of Adopting Climate-Smart Agricultural Practices and Technologies: Implications for Food Security. JournalofAgricultureandFoodResearch,14, Article ID: 100698. https://doi.org/10.1016/j.jafr.2023.100698
[74]
Wamalwa, I. W., Mburu, B. K., & Mang’uriu, D. G. (2016). Agro Climate and Weather Information Dissemination and Its Influence on Adoption of Climate Smart Practices among Small-Scale Farmers of Kisii Country, Kenya. Journal of Biology, Agriculture and Healthcare,6, 14-23.
[75]
Wattel, C., Asseldonk, M. V., Wesenbeeck, L. V., Oostendorp, R., Recha, J. W., Radeny, M. A., & Mulwa, R. (2018). Financial Landscape Mappingfor Climate-Smart AgricultureintheNyandoBasin, Western Kenya. https://cgspace.cgiar.org/items/28b9ed9f-2f09-47fb-8613-48d3d8fc1167
[76]
Yegbemey, R. N., & Egah, J. (2021). Reaching Out to Smallholder Farmers in Developing Countries with Climate Services: A Literature Review of Current Information Delivery Channels. ClimateServices,23, Article ID: 100253. https://doi.org/10.1016/j.cliser.2021.100253
[77]
Zella, A. Y., Kitali, L. J., Lusiru, S. N., Malekela, A. A., Msambichaka, S., Nassor, Z. et al. (2023). Adapting Innovation of Information and Communication Technologies to Climate Change Risks for Agriculture Sustainability in Central Tanzania. WorldJournalofAdvancedScienceandTechnology,3, 052-066. https://doi.org/10.53346/wjast.2023.3.1.0057
[78]
Zougmoré, R. B., L？derach, P., & Campbell, B. M. (2021). Transforming Food Systems in Africa under Climate Change Pressure: Role of Climate-Smart Agriculture. Sustainability,13, Article 4305. https://doi.org/10.3390/su13084305
[79]
Zougmoré, R. B., Partey, S. T., Ouédraogo, M., Torquebiau, E., & Campbell, B. M. (2018). Facing Climate Variability in Sub-Saharan Africa: Analysis of Climate-Smart Agriculture Opportunities to Manage Climate-Related Risks. CahiersAgricultures,27, Article ID: 34001. https://doi.org/10.1051/cagri/2018019
[80]
Zougmoré, R., Jalloh, A., & Tioro, A. (2014). Climate-Smart Soil Water and Nutrient Management Options in Semiarid West Africa: A Review of Evidence and Analysis of Stone Bunds and Za？ Techniques. Agriculture&FoodSecurity,3, Article No. 16. https://doi.org/10.1186/2048-7010-3-16
[81]
Zougmoré, R., Partey, S., Ouédraogo, M., Omitoyin, B., Thomas, T., Ayantunde, A. et al. (2016). Toward Climate-Smart Agriculture in West Africa: A Review of Climate Change Impacts, Adaptation Strategies and Policy Developments for the Livestock, Fishery and Crop Production Sectors. Agriculture&FoodSecurity,5, Article No. 26. https://doi.org/10.1186/s40066-016-0075-3
