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A group photo with RCMRD staff and the county Ministry of Agriculture and  Livestock Development -Machakos  Analysis Validation Exercise  held in Machakos County

Enhancing Climate-Smart Agriculture through the Africa Agriculture Adaptation Atlas (AAAA): Insights from the County-Level Validation Exercise

Kenya's agricultural sector is crucial for food security, livelihoods, and economic development, particularly in rural areas. According to Central Bank of Kenya (2024),the agriculture sector contributes about 20 percent of Gross Domestic Product (GDP). The sector also employs over 40 percent of the total population and more than 70 percent of the rural populace . The country’s diverse agro-ecological zones (AEZs) shape farming systems, from rain-fed agriculture in fertile highlands to livestock farming in arid and semi-arid lands (ASALs). Mixed farming systems thrive in moderate rainfall areas, while irrigated agriculture sustains regions with limited water resources. However, the sector faces challenges such as climate risks (drought, erratic rainfall, shifting seasons), which hinder sustainability and resilience. In response, Kenya has implemented Agriculture Sector Transformation Growth Strategy (ASTGS), Climate-Smart Agriculture (CSA), and the Bottom-Up Economic Transformation Agenda (BETA) to boost productivity, resilience, and resource access for smallholder farmers. The Africa Agriculture Adaptation Atlas (AAAA) supports these efforts by offering geospatial tools and localized insights for climate adaptation and value chain optimization. By integrating data on climate hazards, land use, socio-economics, the AAAA enables data-driven decision-making but requires localized datasets to improve its impact. 

With funding from the Gates Foundation, the Regional Centre for Mapping of Resources for Development (RCMRD) in partnership with Sustainable Agriculture Foundation (SAF-A) conducted a county-level landscape validation exercise in Kenya. This initiative aimed to assess existing agricultural practices, particularly climate-smart agriculture (CSA) initiatives, and explore opportunities for the AAAA under the Sustainable Agriculture Foundation-Africa (SAF-A) Project. The exercise covered over 35 counties across the country, among them Machakos, Makueni, Nyeri, Murang’a, Nyandarua, Kilifi, Kwale, Taita Taveta, Kirinyaga, Embu, Kajiado, Busia, Narok, Kisii, Bomet, Turkana, West Pokot, Nakuru, Isiolo, Uasin Gichu, Baringo among others.


The validation exercise aimed to establish a shared understanding of the AAAA project and its county-level implementation, gain insights into specific agricultural activities and challenges, and collect comprehensive feedback through questionnaires to tailor support effectively. Additionally, it sought to develop a clear action plan for the successful implementation of the AAAA project. As part of the exercise, stakeholders were introduced to the Africa Agriculture Adaptation Atlas (adaptationatlas.cgiar.org), demonstrating its capabilities in analyzing climate risks, estimating economic returns on adaptation investments, and prioritizing livestock investments.

The Africa Agriculture Adaptation Atlas (AAAA) emerges as a crucial tool in bridging the gap between scientific knowledge and practical applications. By providing data-driven insights, the platform enables county governments to address climate risks and promote agricultural sustainability. During the validation missions, county officials discussed various ongoing CSA initiatives, including seed distribution, livestock breeding, aquaculture, agro-processing, water projects, and conservation agriculture.

The findings from this validation exercise highlighted both challenges and opportunities within Kenya's agricultural landscape. One key observation was the gender disparity in agriculture. Women make up 75% of the agricultural labor force, yet they continue to face barriers stemming from reproductive, productive, and community responsibilities. Despite efforts by initiatives such as the Women Enterprise Fund and various NGO programs aimed at improving access to credit, training, and markets, issues such as limited land ownership and the adverse effects of climate change remain significant challenges. Women played a particularly active role in goat and poultry farming, while community-driven initiatives focused on water conservation, agroforestry, cooperatives, and value chain development.

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Several recommendations emerged from the validation exercise to enhance the AAAA’s effectiveness. Counties emphasized the need for capacity building through targeted training programs for county officials, enabling them to better interpret data and make informed decisions. Customization of the platform to include county-specific datasets and Agro-Ecological Zone (AEZ) classifications was also recommended. 

Additionally, stakeholders highlighted the importance of:

 • Establishing GIS/Remote Sensing (RS) laboratories to facilitate real-time monitoring and support policy formulation

 • Updating outdated value chain data to reflect current agricultural trends

The validation exercise demonstrated that with proper customization and support, the AAAA can serve as a transformative tool in advancing sustainable agriculture, fostering resilience, and driving economic growth across the country.





Written by: Gladys Mwangi


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