{"query_echo":{"q":"","filters":{"geography":["Mount Elgon"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Mount Elgon' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":14,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Mount+Elgon","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"iisd-001838","url":"https://climateinsightsdirectory.org/document/iisd-001838","title":"Nature-Based Solutions for Adaptation in Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2026-06","source_url":"https://www.iisd.org/system/files/2026-06/nature-based-solutions-inventory-uganda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The inventory identifies a diverse range of NbS in Uganda, primarily focused on wetland and catchment restoration, forest management, and agroforestry. These interventions address coupled challenges of food insecurity, water stress, and disaster risk. Key projects include the GCF FP034 wetland restoration and the CAPA Initiative in the Greater Virunga Landscape. While social inclusion is present, it is unevenly documented across the portfolio.","ai_generated":true,"unit":"iisd-001838#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda's NbS for adaptation are distributed across multiple ecosystem types rather than being dominated by one, including wetlands, protected areas, forest landscapes, mountain ecosystems, peatlands, river systems, savannah parklands, and restoration mosaics.","ai_generated":true,"unit":"iisd-001838#insight-1","date_modified":"2026-10-23"},{"text":"The most frequent interventions focus on wetland and catchment restoration, forest and protected area management, and landscape restoration, primarily to improve water security and livelihood resilience.","ai_generated":true,"unit":"iisd-001838#insight-2","date_modified":"2026-10-23"},{"text":"NbS interventions in Uganda typically employ integrated packages—combining ecosystem rehabilitation, buffer zone protection, community engagement, and alternative livelihoods—rather than single activities like tree planting.","ai_generated":true,"unit":"iisd-001838#insight-3","date_modified":"2026-10-23"},{"text":"Biodiversity benefits in these projects are generally achieved by improving overall ecosystem conditions and reducing pressures such as encroachment and erosion, rather than through species-specific conservation targets.","ai_generated":true,"unit":"iisd-001838#insight-4","date_modified":"2026-10-23"},{"text":"Social inclusion efforts, including gender-responsive design and focus on marginalized groups like refugees and the Batwa, are present but unevenly documented across the project portfolio.","ai_generated":true,"unit":"iisd-001838#insight-5","date_modified":"2026-10-23"},{"text":"The GCF FP034 project reported restoring 38,317 ha of degraded wetlands and 1,655 ha of degraded catchment by December 2022, while supporting 17,422 households through alternative livelihoods.","ai_generated":true,"unit":"iisd-001838#insight-6","date_modified":"2026-10-23"},{"text":"The CAPA Initiative in the Greater Virunga Landscape has reforested over 350 ha of wildfire-degraded land in Rwenzori Mountains National Park and cleared over 200 ha of invasive species in Queen Elizabeth National Park.","ai_generated":true,"unit":"iisd-001838#insight-7","date_modified":"2026-10-23"},{"text":"In the Awoja ecosystem, WWF reporting indicates that wetland restoration increased from 35% to 80% within two years, and vegetation cover rose from 15% to 48%.","ai_generated":true,"unit":"iisd-001838#insight-8","date_modified":"2026-10-23"},{"text":"The inventory identifies significant gaps in NbS coverage, noting that dryland systems, urban ecosystems, and certain northern and northeastern regions are comparatively underrepresented.","ai_generated":true,"unit":"iisd-001838#insight-9","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","ecosystem-based adaptation","agroforestry","water security","Flood mitigation","soil erosion","landslide","biodiversity conservation","climate finance"],"geography_discussed":["Greater Virunga Landscape","Mount Elgon","Rwenzori Mountains National Park","Queen Elizabeth National Park","Bwindi Impenetrable National Park","Mpologoma","Mpanga","Awoja","Rwanda"],"frame_perspective":[],"analysis_type":["inventory","case study","policy analysis"]},{"id":"iisd-000306","url":"https://climateinsightsdirectory.org/document/iisd-000306","title":"Sustainable Asset Valuation of the Benefits of Nature-Based Infrastructure in Kenya","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2024-10-28","source_url":"https://www.iisd.org/publications/report/nature-based-infrastructure-kenya","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the economic and environmental benefits of nature-based infrastructure (NBI) in Kenya, specifically within the Integrated Natural Resources Management Programme (INReMP). It finds that NBI investments yield a return of USD 1.71 to 1.91 for every dollar spent, with the highest gains coming from agroforestry and drought mitigation.","ai_generated":true,"unit":"iisd-000306#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya's 'water tower' ecosystems, comprising forests in the mountains, cover less than 2% of the country's land area but provide nearly 75% of its water, though they have been severely degraded by deforestation, overgrazing, and informal settlements.","ai_generated":true,"unit":"iisd-000306#insight-1","date_modified":"2026-10-23"},{"text":"The Integrated Natural Resources Management Programme (INReMP), supported by IFAD, targets 100,000 hectares to benefit 100,000 households and nearly 600,000 people through climate-smart agriculture, clean energy, and water storage protection.","ai_generated":true,"unit":"iisd-000306#insight-2","date_modified":"2026-10-23"},{"text":"An analysis of NBI interventions—including 13,500 ha of agroforestry, 20,000 ha of reforestation, 13,900 ha of rangeland rehabilitation, and 14,900 ha of wetland restoration—shows a return of USD 1.71 to 1.91 for every USD 1 invested.","ai_generated":true,"unit":"iisd-000306#insight-3","date_modified":"2026-10-23"},{"text":"The highest economic returns from NBI are generated by agroforestry, producing USD 167–168.1 million in fruit and timber revenue over 25 years, and drought mitigation, which avoids costs between USD 67.3–105.4 million.","ai_generated":true,"unit":"iisd-000306#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","water scarcity","sustainable agriculture","agroforestry","reforestation","carbon sequestration"],"geography_discussed":["Mount Kenya","Aberdare Range","Mau Complex","Cherangany Hills","Mount Elgon","Geopark Teskei"],"frame_perspective":[],"analysis_type":["cost-benefit analysis"]},{"id":"glorespar-000075","url":"https://climateinsightsdirectory.org/document/glorespar-000075","title":"Terminal Review of the UNDP-GEF ‘Resilience for Peace and Stability, Food and Water Security Innovation Grant Programme’ PIMS 6467, GEF ID 10430","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/12/final-report-10-10-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The terminal review evaluates a UNDP-GEF project aimed at scaling early-stage innovations to enhance climate resilience in fragile regions of Uganda and Sudan. The project achieved high effectiveness, with 98% compliance of objective indicators and 94.8% of outcome targets, despite the civil war in Sudan. Key successes include the empowerment of women and the use of innovative finance mechanisms for agro-forestry commodities like coffee in Uganda and Gum Arabic in Sudan. The review highlights the success of a 'hands-off' implementation model where UNDP provided oversight while the Global Resilience Partnership (GRP) managed execution. While the project is considered highly cost-effective and sustainable, remaining risks include conflict-related challenges in Sudan and perceived high investment risks in fragile states.","ai_generated":true,"unit":"glorespar-000075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project demonstrated high effectiveness, achieving an average of 98% compliance with objective indicators and 94.8% of outcome targets. The only target falling behind was the number of people trained, primarily due to the civil war in Sudan since 2023.","ai_generated":true,"unit":"glorespar-000075#insight-1","date_modified":"2026-10-23"},{"text":"In Sudan, the project successfully adapted to the outbreak of civil war by relocating its coordination hub to Kassala, transitioning to remote management via WhatsApp, and utilizing mobile transfers (Benkek) to ensure the continuation of loan capital disbursement.","ai_generated":true,"unit":"glorespar-000075#insight-2","date_modified":"2026-10-23"},{"text":"The project had a significant positive impact on gender equality, with women taking active leadership roles in decision-making. In Sudan, women led all supported cooperatives, and in Uganda, a price premium for coffee produced by women encouraged men to allocate land to their wives.","ai_generated":true,"unit":"glorespar-000075#insight-3","date_modified":"2026-10-23"},{"text":"The implementation model, described as a 'hands-off approach', was successful; UNDP served an oversight role and provided initial design training, while the Global Resilience Partnership (GRP) was delegated responsibility for GEF resources and co-financing.","ai_generated":true,"unit":"glorespar-000075#insight-4","date_modified":"2026-10-23"},{"text":"The project is considered highly cost-effective and efficient, achieving results on time with a low budget over three years. This was attributed to building on established partnerships and local knowledge, which allowed activities to start without the typical delays seen in other GEF projects.","ai_generated":true,"unit":"glorespar-000075#insight-5","date_modified":"2026-10-23"},{"text":"Financial sustainability is viewed positively, as Mountain Harvest in Uganda operates a sustainable business and rural cooperatives in Sudan utilize rotational credit funds. However, scaling up these benefits would require new funding sources.","ai_generated":true,"unit":"glorespar-000075#insight-6","date_modified":"2026-10-23"},{"text":"The project faced significant barriers regarding the 'perceived risk' of investing in fragile countries, which limits access to capital and increases financing costs despite the potential for high investment gains.","ai_generated":true,"unit":"glorespar-000075#insight-7","date_modified":"2026-10-23"},{"text":"The project's environmental focus was on climate change adaptation through agro-forestry: organic coffee in Uganda and Gum Arabic (Acacia senegal) in Sudan. In Uganda, Mountain Harvest maintained a strict non-pesticide policy to preserve organic certification.","ai_generated":true,"unit":"glorespar-000075#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Community based adaptation","climate resilience","agroforestry","gender equality","Sustainable land management","biodiversity conservation"],"geography_discussed":["North Kordofan State","Kassala","Mount Elgon"],"frame_perspective":[],"analysis_type":["terminal evaluation","impact assessment"]},{"id":"glorespar-000030","url":"https://climateinsightsdirectory.org/document/glorespar-000030","title":"Challenging established practices in the coffee industry","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2023-03-01","source_url":"https://www.globalresiliencepartnership.org/challenging-established-practices-in-the-coffee-industry/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mountain Harvest works with 850 farmers in Mount Elgon, Uganda, to bypass commodity pricing through organic certification and premium coffee production. To combat climate-driven threats like droughts and mudslides, the organisation promotes regenerative agriculture and income diversification via macadamia, avocados, and rabbit rearing. Additionally, Mountain Harvest is addressing the poverty of female hand sorters by providing more stable employment and exploring micro-loan opportunities.","ai_generated":true,"unit":"glorespar-000030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mountain Harvest supports 850 farmers across eight communities in Mount Elgon, Uganda, helping them achieve organic certification to decouple their products from standard commodity pricing and secure higher prices on the global market.","ai_generated":true,"unit":"glorespar-000030#insight-1","date_modified":"2026-10-23"},{"text":"Smallholder coffee farmers in Uganda face significant climate risks, including droughts and heavy rains that cause deadly mudslides and destroy coffee trees.","ai_generated":true,"unit":"glorespar-000030#insight-2","date_modified":"2026-10-23"},{"text":"To build climate resilience and diversify income between coffee seasons, Mountain Harvest implements regenerative agriculture practices, including planting macadamia and avocados for shade and rain protection, rabbit rearing for organic manure, and planting legumes for soil nitrogen and food security.","ai_generated":true,"unit":"glorespar-000030#insight-3","date_modified":"2026-10-23"},{"text":"Female hand sorters in the coffee value chain are identified as 'invisible workers' who often live in severe poverty on less than $1 a day with no job security; Mountain Harvest is attempting to improve their conditions by providing daily meals and more than six months of work.","ai_generated":true,"unit":"glorespar-000030#insight-4","date_modified":"2026-10-23"}],"climate_tags":["regenerative agriculture","climate change adaptation","smallholder","climate resilience"],"geography_discussed":["Sipi","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000410","url":"https://climateinsightsdirectory.org/document/cdkn-000410","title":"How research and engagement influenced Uganda’s climate change adaptation landscape","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2022-08","source_url":"https://cdkn.org/sites/default/files/2022-08/CDKN%20Uganda%20Learning%20Story%20web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the process and impact of an economic study in Uganda that found the cost of inaction on climate change to be 20–24 times higher than the cost of adaptation. This evidence facilitated the integration of climate change into national development plans (NDP II and NDP III), the elevation of the Climate Change Unit to a Department, and the passage of the National Climate Change Act 2021. Key success factors included continuous engagement with high-level leadership, an in-country presence, and the use of layered communication products like documentary films. However, challenges remain in sub-national implementation and the lack of dedicated climate budget lines in the national budgeting system.","ai_generated":true,"unit":"cdkn-000410#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The economic assessment provided a critical financial justification for climate action, estimating that the \"cost of inaction\" on climate change in Uganda was 20–24 times higher than the cost of action or adaptation, with total costs estimated between US$ 273–427 billion.","ai_generated":true,"unit":"cdkn-000410#insight-1","date_modified":"2026-10-23"},{"text":"The study's findings were instrumental in mainstreaming climate change into Uganda's national planning, specifically influencing the Second National Development Plan (NDP II) for 2015/16–2019/20 and the Third National Development Plan (NDP III) for 2020/21–2024/25.","ai_generated":true,"unit":"cdkn-000410#insight-2","date_modified":"2026-10-23"},{"text":"The evidence generated by the study contributed to institutional strengthening by facilitating the transformation of the Climate Change Unit into the Climate Change Department in July 2014, providing it with a legal position, permanent staff, and a government budget.","ai_generated":true,"unit":"cdkn-000410#insight-3","date_modified":"2026-10-23"},{"text":"The study's data on the high economic cost of climate change was used to advocate for and inform the National Climate Change Act 2021, which was assented to in August 2021 and came into force in January 2022.","ai_generated":true,"unit":"cdkn-000410#insight-4","date_modified":"2026-10-23"},{"text":"The research results helped Uganda secure international climate finance by providing the necessary justification for proposals submitted to agencies such as the Green Climate Fund, Adaptation Fund, European Union, and Global Environmental Facility.","ai_generated":true,"unit":"cdkn-000410#insight-5","date_modified":"2026-10-23"},{"text":"Successful knowledge uptake was driven by a 'layered' communication strategy that translated technical reports into accessible formats, most notably a policy booklet and a documentary film.","ai_generated":true,"unit":"cdkn-000410#insight-6","date_modified":"2026-10-23"},{"text":"Despite national-level progress, sub-national mainstreaming remains limited due to weak technical capacity and a lack of dedicated funding at the district level, with the exception of the Kampala Capital City Authority.","ai_generated":true,"unit":"cdkn-000410#insight-7","date_modified":"2026-10-23"},{"text":"A significant barrier to implementation is the lack of climate-specific budget lines in Uganda's Programme-based Budgeting System (PBS), leading the Ministry of Finance to initiate a Climate Change Budget Tagging (CCBT) process in 2018 with World Bank support.","ai_generated":true,"unit":"cdkn-000410#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","mainstreaming","climate policy","agriculture","water management","infrastructure","urban resilience"],"geography_discussed":["Kampala","Karamoja","Mount Elgon","Bududa District","Mpanga","Kabale District","Tororo District","Kenya","Tanzania","Rwanda"],"frame_perspective":[],"analysis_type":["case study","impact assessment","lessons learned"]},{"id":"iisd-001042","url":"https://climateinsightsdirectory.org/document/iisd-001042","title":"Adaptive and Inclusive Watershed Management: Assessing policy and institutional support in Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2018-07","source_url":"https://www.iisd.org/system/files/publications/adaptive-inclusive-watershed-management-uganda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines Uganda's efforts to integrate gender and climate change considerations into its water sector. It finds that while significant progress has been made in gender-responsive budgeting and women's representation on local water committees, implementation remains weak due to a lack of technical capacity and the persistence of customary gender stereotypes. The link between water and climate change is well-institutionalized, but the intersection of gender and climate change is described as virtually non-existent in terms of funding and representation. The report emphasizes that women's limited land ownership and literacy levels continue to obstruct their effective participation in water management decision-making.","ai_generated":true,"unit":"iisd-001042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda has implemented a mandatory gender-responsive budgeting system where the Ministry of Finance, Planning & Economic Development requires ministries, departments, and agencies to mainstream gender and equity issues to receive budget approvals. This is supported by a 'Certificate of Gender and Equity' issued for ministerial policy statements to ensure non-discrimination.","ai_generated":true,"unit":"iisd-001042#insight-1","date_modified":"2026-10-23"},{"text":"Women's representation in local water governance is supported by the National Water Policy (1999), which mandates that 50 per cent of water user committees (WUCs) be women and that at least one woman hold a key position. However, women are disproportionately concentrated in treasurer roles (72.5 per cent), while men dominate the positions of Chair (69.8 per cent) and Vice Chair (58.3 per cent).","ai_generated":true,"unit":"iisd-001042#insight-2","date_modified":"2026-10-23"},{"text":"There is a stark disparity in the mainstreaming of gender into the water sector versus the climate change sector. While water-gender linkages are established through budgeting and quotas, gender mainstreaming in climate change is described as 'virtually non-existent' regarding funding for adaptation, representation in institutions, and access to information.","ai_generated":true,"unit":"iisd-001042#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is severely impacting Uganda's water systems through changing rainfall patterns, degradation of wetlands, and extreme weather events. Specific impacts include the melting of ice caps on the Rwenzori Mountains, which have lost 40 per cent of their ice since 1955, and increased incidences of waterborne diseases like cholera in flooded areas.","ai_generated":true,"unit":"iisd-001042#insight-4","date_modified":"2026-10-23"},{"text":"Women face significant barriers to accessing climate and agricultural information compared to men. For example, only 31 per cent of women access agricultural extension services compared to 67 per cent of men, and only 1 per cent of women access newspapers compared to 33 per cent of men.","ai_generated":true,"unit":"iisd-001042#insight-5","date_modified":"2026-10-23"},{"text":"Despite policy progress, the implementation of gender mainstreaming is hindered by a lack of gender-disaggregated data and limited technical expertise. In the Ministry of Water and Environment, women's representation in top management declined from 23 per cent in 2014 to 15 per cent in 2017.","ai_generated":true,"unit":"iisd-001042#insight-6","date_modified":"2026-10-23"},{"text":"Customary laws and social norms continue to undermine formal policies, particularly regarding land ownership. Women own only 16 per cent of registered land despite providing 7080 per cent of agricultural household labour, which limits their ability to influence decisions on water infrastructure installation and maintenance.","ai_generated":true,"unit":"iisd-001042#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","gender mainstreaming","water management","Integrated Water Resources Management","climate finance","land tenure"],"geography_discussed":["Rakai District","Nwoya District","Wakiso District","Rwenzori Mountains","Mount Elgon"],"frame_perspective":[],"analysis_type":["policy assessment","institutional analysis"]},{"id":"cdkn-000820","url":"https://climateinsightsdirectory.org/document/cdkn-000820","title":"Economic Assessment of the Impacts of Climate Change in Uganda","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-11","source_url":"http://cdkn.org/wp-content/uploads/2015/12/Uganda_CC-economics_Final-Report2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report estimates that the cost of inaction regarding climate change in Uganda's agriculture, water, energy, and infrastructure sectors will range between US$273 billion and US$437 billion from 2010 to 2050. These costs are estimated to be 24-46 times greater than the proposed adaptation budget. The study identifies water and energy as the sectors with the highest costs of inaction, while infrastructure is expected to require the most adaptation investment in the long term. Key recommendations include prioritizing the government's Costed Implementation Strategy and mainstreaming climate adaptation into national and district development plans.","ai_generated":true,"unit":"cdkn-000820#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total cost of inaction for the agriculture, water, energy, and infrastructure sectors between 2010 and 2050 is estimated to be between US$273 billion and US$437 billion.","ai_generated":true,"unit":"cdkn-000820#insight-1","date_modified":"2026-10-23"},{"text":"Annual costs of inaction are projected to be between US$3.16 billion and US$5.86 billion by 2025, which is 24-46 times higher than the estimated annual adaptation budget of approximately US$81 million for the same period.","ai_generated":true,"unit":"cdkn-000820#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause significant yield losses for key export crops by 2050, with coffee potentially seeing reductions of 50-75%.","ai_generated":true,"unit":"cdkn-000820#insight-3","date_modified":"2026-10-23"},{"text":"The water sector faces massive unmet demand, projected to rise from 3.7 million cubic meters per year (MCM/y) in 2010 to 1,651 MCM/y by 2050 if no additional investments are made.","ai_generated":true,"unit":"cdkn-000820#insight-4","date_modified":"2026-10-23"},{"text":"The energy sector is dominated by a fragile biomass supply; without action, a deficit of 1,710 million tonnes of biomass is predicted between 2010 and 2050, costing US$123.6 billion.","ai_generated":true,"unit":"cdkn-000820#insight-5","date_modified":"2026-10-23"},{"text":"Infrastructure damages from extreme events are expected to rise from US$20-130 million annually to US$234-809 million by 2050, assuming no change in frequency; if frequency doubles every 25 years, damages could reach US$938-3,236 million by 2050.","ai_generated":true,"unit":"cdkn-000820#insight-6","date_modified":"2026-10-23"},{"text":"Adaptation costs for the period 2015-2030 are estimated at US$1.65 billion, with infrastructure being the highest overall component at 43% of undiscounted costs.","ai_generated":true,"unit":"cdkn-000820#insight-7","date_modified":"2026-10-23"},{"text":"In the Mount Elgon region, adopting Climate Smart Agriculture (CSA) for Arabica coffee could increase the Internal Rate of Return (IRR) from 5% (under BAU with climate change in 2030-2045) to 22%.","ai_generated":true,"unit":"cdkn-000820#insight-8","date_modified":"2026-10-23"},{"text":"Climate change is expected to increase the economic cost of malaria in Tororo from US$8.7-221 million in 2010 to US$20.1-560.5 million by 2050.","ai_generated":true,"unit":"cdkn-000820#insight-9","date_modified":"2026-10-23"},{"text":"The report recommends that the Government of Uganda prioritize the National Climate Change Policy (NCCP) Costed Implementation Strategy and mainstream adaptation into the National Development Plan II (NDPII) and District Development Plans.","ai_generated":true,"unit":"cdkn-000820#insight-10","date_modified":"2026-10-23"}],"climate_tags":["agriculture","livestock","water resource","climate finance","Climate-smart agriculture","biomass","hydropower","malaria","drought"],"geography_discussed":["Kampala","Karamoja","Mount Elgon","Mpanga","Tororo","Kabale","Lake Victoria"],"frame_perspective":[],"analysis_type":["economic assessment","cost-benefit analysis","climate projection","case study"]},{"id":"cdkn-000829","url":"https://climateinsightsdirectory.org/document/cdkn-000829","title":"Economic Assessment of the Impacts of Climate Change in Uganda","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2015-10","source_url":"https://cdkn.org/sites/default/files/files/Uganda_CC-Economics_Mount-Elgon_case-study.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines the vulnerability of Arabica coffee in Bududa, Uganda, to climate variability and projected climate change. It finds that yields have declined due to poor management and extreme weather, including droughts and landslides. The report argues that transitioning from 'Business as Usual' (BAU) to Climate Smart Agriculture (CSA)—defined here as planting shade trees, mulching, and trench construction—significantly improves the internal rate of return (IRR) for farmers, even under future climate scenarios. While costly, the study concludes that a combined programme of CSA and institutional support is economically justified, with a projected IRR of around 36%.","ai_generated":true,"unit":"cdkn-000829#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Arabica coffee production in Bududa has seen a significant decline, with total production dropping from 12,000 tonnes in 1991 to approximately 5,000 tonnes in 2014, a reduction of around 66%.","ai_generated":true,"unit":"cdkn-000829#insight-1","date_modified":"2026-10-23"},{"text":"Climate projections for the Bududa district indicate that by the 2080s, temperatures are expected to rise by 2.7 to 4.6°C, while annual rainfall is predicted to decrease by 10-12%.","ai_generated":true,"unit":"cdkn-000829#insight-2","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","climate variability","drought","landslide","flood","rain","agroforestry","climate finance"],"geography_discussed":["Mount Elgon"],"frame_perspective":[],"analysis_type":["economic assessment","cost-benefit analysis","climate projection","case study"]},{"id":"cdkn-000993","url":"https://climateinsightsdirectory.org/document/cdkn-000993","title":"Economic Assessment of the Impacts of Climate Change in Uganda","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-03","source_url":"https://cdkn.org/sites/default/files/files/Uganda_Agricultural_Sector.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while national-level losses for food crops by 2050 are projected to be less than US$1.5 billion (under 0.2% of GDP), agricultural exports—particularly coffee—face severe risks. Climate-induced yield and area losses for coffee could reach 50-75% by 2050, with potential value losses of US$1,235 million to US$1,850 million. Tea and cotton also face significant production declines. Extreme weather events, such as droughts and floods, are identified as a more urgent threat than gradual yield decreases, with the 2010-11 drought causing approximately US$470 million in losses to the agricultural sector. The report evaluates eight strategic adaptation interventions, noting that most address current climate variability and offer high benefit-to-cost ratios, particularly community-based adaptation and agricultural diversification.","ai_generated":true,"unit":"cdkn-000993#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"National-level impacts on food crops by 2050 are difficult to predict due to model divergence, but overall losses are projected to be no more than US$1.5 billion, representing less than 0.2 percent of projected GDP in that year.","ai_generated":true,"unit":"cdkn-000993#insight-1","date_modified":"2026-10-23"},{"text":"Certain staple food crops are highly vulnerable, with cassava, potato, and sweet potato predicted to decline by as much as 40% by 2050.","ai_generated":true,"unit":"cdkn-000993#insight-2","date_modified":"2026-10-23"},{"text":"Agricultural exports are severely threatened; coffee production could see yield and area losses of 50-75% by 2050, with a 50% reduction scenario resulting in a value loss of US$1,235 million and a 75% reduction scenario resulting in US$1,850 million.","ai_generated":true,"unit":"cdkn-000993#insight-3","date_modified":"2026-10-23"},{"text":"Tea and cotton exports also face significant risks, with a plausible 50% fall in tea production by 2050 potentially causing a US$175 million export loss, and cotton production potentially falling to 60-77% of the no-climate-change scenario.","ai_generated":true,"unit":"cdkn-000993#insight-4","date_modified":"2026-10-23"},{"text":"Extreme weather events are a higher priority for adaptation than gradual yield declines; the 2010-11 drought caused approximately US$470 million in losses to food crops, cash crops, and livestock, equating to 16% of their total GDP value in 2011.","ai_generated":true,"unit":"cdkn-000993#insight-5","date_modified":"2026-10-23"},{"text":"Regional analysis indicates that the Eastern and Northern regions of Uganda will experience the largest negative impacts on production and total value for all crops.","ai_generated":true,"unit":"cdkn-000993#insight-6","date_modified":"2026-10-23"},{"text":"Impacts on livestock production from general temperature and precipitation trends are projected to be small (1-2%), suggesting that the primary risks to livestock are extreme events like droughts, floods, and diseases.","ai_generated":true,"unit":"cdkn-000993#insight-7","date_modified":"2026-10-23"},{"text":"The Government of Uganda's eight strategic adaptation interventions, with a proposed 15-year budget of US$297 million, are generally viewed as economically justifiable because they address current climate variability.","ai_generated":true,"unit":"cdkn-000993#insight-8","date_modified":"2026-10-23"},{"text":"High-priority adaptation actions with potentially high benefit-to-cost ratios include community-based adaptation strategies, agricultural diversification, and the promotion of adaptive crop varieties.","ai_generated":true,"unit":"cdkn-000993#insight-9","date_modified":"2026-10-23"}],"climate_tags":["agricultural production","food security","crop yield","drought","flood","climate change adaptation","climate finance","Climate information service"],"geography_discussed":["Karamoja","Mount Elgon"],"frame_perspective":[],"analysis_type":["economic assessment","impact projection","policy evaluation"]},{"id":"iisd-001275","url":"https://climateinsightsdirectory.org/document/iisd-001275","title":"CLIMATE RISK MANAGEMENT FOR SUSTAINABLE CROP PRODUCTION IN UGANDA: RAKAI AND KAPCHORWA DISTRICTS","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2013-01","source_url":"https://www.iisd.org/system/files/publications/crm_uganda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the vulnerability of crop production in Uganda's Rakai and Kapchorwa districts, finding that increasing climate variability—specifically more frequent droughts and intense floods—threatens food security and livelihoods. While crop modelling suggests limited long-term yield declines for maize and beans by 2050, current climate hazards already disrupt farming calendars and reduce coffee quality. The study highlights that high poverty, land tenure issues, and HIV/AIDS exacerbate vulnerability, often leading to maladaptive coping strategies like wetland encroachment. It recommends a holistic approach combining small-scale irrigation, conservation agriculture, stress-resistant crop varieties, and improved meteorological information systems, supported by stronger national governance and coordination.","ai_generated":true,"unit":"iisd-001275#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda is experiencing a rise in temperature and an increase in the frequency and intensity of extreme weather events. Temperatures have risen by 0.37° C per decade since 1960, and while long-term rainfall trends are unclear, floods and landslides are increasing.","ai_generated":true,"unit":"iisd-001275#insight-1","date_modified":"2026-10-23"},{"text":"Climate hazards significantly impact crop production in Rakai and Kapchorwa, leading to total crop failure for maize and beans, and reduced quality and quantity for coffee. Farmers report that they can no longer follow traditional farming calendars due to erratic seasons and irregular rainfall distribution.","ai_generated":true,"unit":"iisd-001275#insight-2","date_modified":"2026-10-23"},{"text":"In Kapchorwa, farmers have observed the emergence of 'fly crops'—coffee flowering outside the normal cycle—which they associate with temperature and rainfall changes. These fly crops produce smaller beans and lower yields, reducing the crop's value.","ai_generated":true,"unit":"iisd-001275#insight-3","date_modified":"2026-10-23"},{"text":"Crop modelling using the Decision Support System for Agrotechnology Transfer (DSSAT) predicts that by 2050, maize production in Sanzara (Kapchorwa) may decrease by 8 to 10 percent and bean production by around 6 percent, whereas impacts in Rakai are expected to be negligible.","ai_generated":true,"unit":"iisd-001275#insight-4","date_modified":"2026-10-23"},{"text":"Investment in water management, specifically irrigation, is identified as a primary method to offset climate change impacts. Modelling indicates that irrigation could increase maize and bean production in Rakai and bean production in Kapchorwa beyond current levels by 2050.","ai_generated":true,"unit":"iisd-001275#insight-5","date_modified":"2026-10-23"},{"text":"Smallholder farmers employ various coping strategies, but some are maladaptive and increase long-term vulnerability. Examples include encroaching on wetlands to plant quick-maturing crops during droughts and illegal deforestation for charcoal and firewood sales.","ai_generated":true,"unit":"iisd-001275#insight-6","date_modified":"2026-10-23"},{"text":"Socio-economic factors significantly amplify climate vulnerability. In Rakai, high HIV/AIDS prevalence (12 percent, nearly double the national average) reduces available agricultural labour and limits the capacity of households to invest in adaptive technologies.","ai_generated":true,"unit":"iisd-001275#insight-7","date_modified":"2026-10-23"},{"text":"Uganda possesses a framework of policies and institutions for climate risk management, including the Climate Change Unit (CCU) and the National Adaptation Programme of Action (NAPA), but these suffer from limited financial and human capacity and poor coordination.","ai_generated":true,"unit":"iisd-001275#insight-8","date_modified":"2026-10-23"},{"text":"There is a critical gap in the availability and dissemination of climate data. Many meteorological stations are non-functional, and national weather information is often provided in English, making it inaccessible to local farmers who rely on eroding indigenous knowledge.","ai_generated":true,"unit":"iisd-001275#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate risk management","climate change adaptation","smallholder","drought","flood","agroforestry","food security","land tenure","disaster risk reduction"],"geography_discussed":["Karamoja","Lake Victoria","Mount Elgon"],"frame_perspective":[],"analysis_type":["climate risk assessment","vulnerability analysis","crop modelling","policy review"]},{"id":"issafri-000647","url":"https://climateinsightsdirectory.org/document/issafri-000647","title":"Tribes and Identity Cards in Kenya","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"briefing","language":"en","date_published":"2008-01-29","source_url":"https://issafrica.org/topics/corruption-and-governance/29-jan-2008-iss-today-tribes-and-identity-cards-in-kenya","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The briefing examines the role of ethnic markers in Kenya's post-election violence, noting that while identity cards do not explicitly state tribe, cultural naming conventions allow perpetrators to identify and target individuals. It highlights the resulting mistrust in public sectors like healthcare and education, and argues for a neutral national identification system, the devolution of power, and the elimination of neo-patrimonial politics to ensure long-term stability.","ai_generated":true,"unit":"issafri-000647#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Although Kenyan identity cards and passports do not explicitly list a person's tribe, perpetrators of violence used cultural naming conventions to identify and target individuals based on their ethnic group.","ai_generated":true,"unit":"issafri-000647#insight-1","date_modified":"2026-10-23"},{"text":"Ethnic tensions have disrupted essential public services, leading to mistrust within the medical fraternity and the flight of teachers and students from regions where they are perceived as ethnic outsiders.","ai_generated":true,"unit":"issafri-000647#insight-2","date_modified":"2026-10-23"},{"text":"The author suggests that African nations facing ethnic conflict should adopt neutral identification systems, such as a social security number assigned at birth, to prevent the use of identity documents as tools for punishment.","ai_generated":true,"unit":"issafri-000647#insight-3","date_modified":"2026-10-23"},{"text":"Long-term stability in Kenya requires the aggressive addressing of ethnic stereotypes, the devolution of political and economic power, and the end of political patronage and neo-patrimonialism.","ai_generated":true,"unit":"issafri-000647#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Busia","Western Province","Rwanda","Mount Elgon"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000814","url":"https://climateinsightsdirectory.org/document/cdkn-000814","title":"Economic Assessment of the Impacts of Climate Change in Uganda","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Uganda_CC-Economics_-Agricultural_Sector_Briefing-Note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses climate change impacts on Uganda's agricultural sector, projecting significant losses for export crops like coffee and certain food crops by 2050, while identifying droughts and floods as the most immediate adaptation priorities.","ai_generated":true,"unit":"cdkn-000814#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"By 2050, overall losses for food crops are projected to be no more than US$1.5 billion, which would represent less than 0.2 percent of GDP under assumed economic growth. While most of the 11 modelled food crops show production reductions, impacts vary by region, with the East and North experiencing the largest effects. Specific crops such as cassava, potato, and sweet potato could see reductions of around 40 percent, while millet, sorghum, and pigeon peas are expected to see reductions of less than 10 percent.","ai_generated":true,"unit":"cdkn-000814#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural exports are expected to be strongly affected by climate change by 2050 without adaptation. Coffee yield losses could range from 50-75% due to yield reductions and loss of suitable growing areas. A 50% reduction in combined Arabica and Robusta coffee production would result in losses of approximately US$1,235 million, while a 75% reduction would cost about US$1,850 million. Combined losses for coffee and tea from a 50% production reduction are estimated at US$1,400 million.","ai_generated":true,"unit":"cdkn-000814#insight-2","date_modified":"2026-10-23"},{"text":"Extreme weather events are identified as a more critical threat for some products than decreased yields. The 2010-11 drought caused estimated losses of US$470 million across food crops, cash crops, and livestock, representing about 16 percent of the total value of these items in 2011 GDP. The 2008 drought caused annual crop damage of US$47 million, roughly 3 percent of the value of all cash and food crops.","ai_generated":true,"unit":"cdkn-000814#insight-3","date_modified":"2026-10-23"},{"text":"The immediate adaptation priority is addressing the threat from droughts and floods. The Government of Uganda has proposed a budget of approximately US$297 million over 15 years for eight agricultural adaptation areas. The study suggests that many of these measures have potentially high benefits relative to costs and should be initiated now to allow for testing and development of robust programmes.","ai_generated":true,"unit":"cdkn-000814#insight-4","date_modified":"2026-10-23"},{"text":"Modelling for livestock production suggests small impacts on yield and area (1 to 2 percent), but notes that primary impacts are likely to stem from diseases, floods, and droughts.","ai_generated":true,"unit":"cdkn-000814#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agriculture","livestock","drought","flood","climate change adaptation","gross domestic product"],"geography_discussed":["Karamoja","Mount Elgon"],"frame_perspective":[],"analysis_type":["economic assessment","impact projection"]},{"id":"cdkn-000830","url":"https://climateinsightsdirectory.org/document/cdkn-000830","title":"Economic Assessment of the Impacts of Climate Change in Uganda Briefing Note","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Uganda_CC-Economics_Mount-Elgon_case-study_Briefing-Note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the vulnerability of Arabica coffee in Uganda's Bududa District to climate variability and projected climate change. It compares 'Business as Usual' (BAU) with 'Climate Smart Agriculture' (CSA) scenarios, finding that CSA—which includes tree planting, mulching, and trench construction—offers a higher Internal Rate of Return (IRR) than BAU under both current and future conditions. The study suggests that combining CSA with institutional support could sustain coffee cultivation, though it notes that estimates are preliminary and require further research and piloting.","ai_generated":true,"unit":"cdkn-000830#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Arabica coffee production in the Mount Elgon region is highly vulnerable to climate variability, with yields and quality declining over the last 30 years due to poor management and an increase in droughts, floods, and landslides.","ai_generated":true,"unit":"cdkn-000830#insight-1","date_modified":"2026-10-23"},{"text":"Climate change projections for Mount Elgon include rising temperatures, a slight decrease in total annual rainfall, and an increase in the frequency and intensity of extreme events such as droughts and excess rainfall, which are expected to lower coffee yields.","ai_generated":true,"unit":"cdkn-000830#insight-2","date_modified":"2026-10-23"},{"text":"Investment in Climate Smart Agriculture (CSA)—defined as planting trees, mulching, and trench construction—is more profitable than 'Business as Usual' (BAU) under current conditions, with the Internal Rate of Return (IRR) increasing from 27% for BAU to 41% for CSA.","ai_generated":true,"unit":"cdkn-000830#insight-3","date_modified":"2026-10-23"},{"text":"Combining CSA with institutional support measures is estimated to yield an internal rate of return of approximately 36%. The required investment costs for CSA are projected to be US$2.4 million in 2016, increasing to US$4.9 million by 2019, which significantly exceeds the Bududa District Local Government's institutional support budget of around US$214,329.","ai_generated":true,"unit":"cdkn-000830#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","climate variability","drought","flood","landslide","climate change adaptation","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["economic assessment","cost-benefit analysis"]},{"id":"iisd-001263","url":"https://climateinsightsdirectory.org/document/iisd-001263","title":"CRiSTAL helps farmers adapt to drought on the slopes of Mount Elgon, Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":null,"source_url":"https://www.iisd.org/system/files/publications/cristal_stories_uganda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes how the CRiSTAL framework was used in Sanzara, Kapchorwa District, to analyze the impacts of climate variability on crop production. The process revealed that water stress and environmental degradation were primary challenges, leading the community to propose and implement a water gravity flow scheme from the River Sippi to adapt to prolonged dry spells. The project, supported by the IUCN and district officials, involved an environmental impact assessment and a community action plan, with implementation beginning in April 2012.","ai_generated":true,"unit":"iisd-001263#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The application of the CRiSTAL framework in Sanzara identified water stress as a primary challenge, noting that the area suffers from long dry spells and high seasonal variability despite the presence of the River Sippi.","ai_generated":true,"unit":"iisd-001263#insight-1","date_modified":"2026-10-23"},{"text":"Community consultations revealed significant environmental degradation and a lack of crop resilience, where only cassava survives droughts and only coffee survives floods, though coffee production has declined due to deforestation.","ai_generated":true,"unit":"iisd-001263#insight-2","date_modified":"2026-10-23"},{"text":"The CRiSTAL process led to a community-driven solution to implement a water gravity flow scheme for irrigation by tapping water from the River Sippi to mitigate the effects of prolonged dry spells.","ai_generated":true,"unit":"iisd-001263#insight-3","date_modified":"2026-10-23"},{"text":"The project implementation involved a collaboration between the three villages, the IUCN, and district officials, starting in April 2012 with the district environment office conducting an environmental impact assessment.","ai_generated":true,"unit":"iisd-001263#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate variability","drought","flood","landslide","deforestation","agricultural irrigation","climate change adaptation","food insecurity"],"geography_discussed":["Kapchorwa District","Mount Elgon","Kenya"],"frame_perspective":[],"analysis_type":["case study"]}]}