{"query_echo":{"q":"","filters":{"geography":["Karamoja"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Karamoja' 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=Karamoja","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":"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-001524","url":"https://climateinsightsdirectory.org/document/iisd-001524","title":"Review of Current and Planned Adaptation Action in Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2016","source_url":"https://www.iisd.org/system/files/publications/idl-55952-uganda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Uganda faces significant climate risks, particularly in its semi-arid northern regions and the 'cattle corridor,' where rising temperatures and rainfall variability threaten agriculture, water, and health. While the government has established a National Climate Change Policy and a coordinating institutional structure, adaptation mainstreaming into sectoral plans and district-level decision-making remains limited. International adaptation finance is heavily concentrated in the agriculture and water sectors, leaving gaps in fisheries, forestry, and health. The country is currently working toward a National Adaptation Plan to better integrate climate resilience into its goal of becoming a middle-income country by 2040.","ai_generated":true,"unit":"iisd-001524#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda's semi-arid northern and northeastern regions, as well as the \"cattle corridor,\" are identified as the most vulnerable areas due to low socioeconomic development and recurrent droughts.","ai_generated":true,"unit":"iisd-001524#insight-1","date_modified":"2026-10-23"},{"text":"Historical climate trends show a statistically significant decrease in annual rainfall since 1960, with a decline of 3.4 mm per month per decade, alongside a mean annual temperature increase of 1.3°C between 1960 and 2003.","ai_generated":true,"unit":"iisd-001524#insight-2","date_modified":"2026-10-23"},{"text":"Climate change projections indicate that maximum temperatures in Uganda could rise between 1.7°C and 2.1°C under a medium-emissions scenario (RCP 4.5) and between 3.2°C and 3.9°C under a high-emissions scenario (RCP 8.5) by 2100.","ai_generated":true,"unit":"iisd-001524#insight-3","date_modified":"2026-10-23"},{"text":"The agriculture sector is highly vulnerable, with specific risks to Arabica coffee production from higher temperatures and variable rainfall, and risks of aflatoxin in maize and beans if rains increase during the dry season.","ai_generated":true,"unit":"iisd-001524#insight-4","date_modified":"2026-10-23"},{"text":"The Government of Uganda has established a formal policy framework, including the National Climate Change Policy approved in April 2015 and the National Adaptation Programme of Action published in 2007.","ai_generated":true,"unit":"iisd-001524#insight-5","date_modified":"2026-10-23"},{"text":"Despite national policies, there is a gap in mainstreaming adaptation into sectoral strategies and district-level decision-making; only three districts (Buteleja, Masindi, and Nakasongola) had developed District Environment Policies as of 2009.","ai_generated":true,"unit":"iisd-001524#insight-6","date_modified":"2026-10-23"},{"text":"A review of 24 significant adaptation projects shows a heavy concentration in agriculture (46%) and freshwater supply (29%), while sectors like fisheries, energy, and forestry have 0% of identified discrete projects.","ai_generated":true,"unit":"iisd-001524#insight-7","date_modified":"2026-10-23"},{"text":"Uganda's estimated annual cost for addressing climate change is US$258 million (1.6% of GDP), but current expenditures are only 0.2% of national GDP.","ai_generated":true,"unit":"iisd-001524#insight-8","date_modified":"2026-10-23"},{"text":"Between 2003 and April 2015, Uganda received US$54.1 million in climate finance from designated funds, with 86% (US$46.6 million) allocated specifically to adaptation.","ai_generated":true,"unit":"iisd-001524#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","agriculture","water management","climate finance","forestry","human health","disaster risk reduction","ecosystem-based adaptation","Climate information service","green economy","food security","hydropower"],"geography_discussed":["Karamoja","Lake Victoria Basin","Kampala","East Africa"],"frame_perspective":[],"analysis_type":["policy review","vulnerability assessment","project mapping"]},{"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-000835","url":"https://climateinsightsdirectory.org/document/cdkn-000835","title":"Economic assessment of the impacts of climate change in Uganda: Key results","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"executive summary","language":"en","date_published":"2015-11","source_url":"https://cdkn.org/sites/default/files/files/UGANDA_Economic-assessment-of-climate-change_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the cost of inaction regarding climate change in Uganda is significantly higher than the cost of adaptation, estimating annual losses between US$3.1 bn and 5.9 bn by 2025 compared to an adaptation cost of US$406 m over five years. It identifies critical vulnerabilities in water availability, agricultural exports (particularly coffee), biomass energy supply, and infrastructure resilience, while highlighting that many proposed adaptation measures are 'no regrets' investments that provide immediate development benefits.","ai_generated":true,"unit":"cdkn-000835#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The economic cost of inaction is estimated to be 20 times greater than the cost of adaptation. While adaptation is estimated to cost around US$406 m between 2015 and 2020, the cost of inaction is projected to be between US$3.1 bn and 5.9 bn per year by 2025.","ai_generated":true,"unit":"cdkn-000835#insight-1","date_modified":"2026-10-23"},{"text":"Water demand in Uganda is projected to increase almost ten-fold by 2050, rising from 408 million cubic metres per year to 3,963 million cubic metres per year. Under current investment plans, the economic loss from unmet demand is calculated at US$5.5 bn per year.","ai_generated":true,"unit":"cdkn-000835#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is expected to severely impact agricultural exports, with Arabica and Robusta coffee production potentially falling by 50% by 2050, resulting in estimated losses of approximately US$1,235 m.","ai_generated":true,"unit":"cdkn-000835#insight-3","date_modified":"2026-10-23"},{"text":"Uganda faces a significant future deficit in biomass energy, with climate change expected to cause a further loss of 5 to 10% of domestic wood between 2020 and 2050. This would increase the costs of inaction from US$123.6 bn to between US$130 bn and 136 bn.","ai_generated":true,"unit":"cdkn-000835#insight-4","date_modified":"2026-10-23"},{"text":"Infrastructure is highly vulnerable to both lost resilience and extreme weather events. Costs from lost resilience in residential, public, and non-residential buildings could reach US$347–621 m by 2050, while damages from a doubling in the frequency of extreme events could reach US$938–3,236 m by 2050.","ai_generated":true,"unit":"cdkn-000835#insight-5","date_modified":"2026-10-23"},{"text":"Climate change and population growth are projected to increase the economic costs of malaria in specific districts. In Tororo, annual costs may rise from US$8.7–221 m currently to US$20.1–560.5 m by 2050; in Kabale, costs may rise from US$0.7–15.8 m to US$1.55–41.7 m by 2050.","ai_generated":true,"unit":"cdkn-000835#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","water scarcity","agricultural production","bioenergy","hydropower","extreme weather event","greenhouse gas emissions"],"geography_discussed":["Kampala","Bududa District","Karamoja","Mpanga river catchment","Kabale District","Tororo District","Rwanda","Kenya","Tanzania"],"frame_perspective":[],"analysis_type":["economic assessment","impact assessment","case study"]},{"id":"cdkn-000827","url":"https://climateinsightsdirectory.org/document/cdkn-000827","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_Karamoja_case-study2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines climate change impacts in the Karamoja region of Uganda through case studies of three villages: Oryeotyene North ward (agricultural zone), Nakayot (agro-pastoralist zone), and Lopedot (pastoral zone). It finds that recent droughts and floods have caused production losses of 50% to 100% for many households, with the 2014 drought being particularly severe. The study estimates that without adaptation, future extreme events could lead to significant losses in crop and livestock value by 2050, while long-term temperature and rainfall trends may reduce yields for maize and beans. Livestock is identified as providing greater resilience than crops, as animals can be moved to other regions during crises. Recommended adaptation priorities include improving water availability, capacity building, and crop diversification.","ai_generated":true,"unit":"cdkn-000827#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Recent severe climate events, including droughts and floods, have caused substantial agricultural losses, with some households experiencing \"losses of 50 to 100% of total expected production\".","ai_generated":true,"unit":"cdkn-000827#insight-1","date_modified":"2026-10-23"},{"text":"The 2014 drought resulted in significant average losses per household across the three study sites: approximately $179 in Oryeotyene North ward, between $159 and $501 in Nakayot, and between $748 and $1,224 in Lopedot.","ai_generated":true,"unit":"cdkn-000827#insight-2","date_modified":"2026-10-23"},{"text":"Livestock production is perceived as more resilient than crop production because animals can be moved to other regions for grazing during droughts, allowing households to \"retain some limited household consumption of milk and meat, and also to retain remaining livestock assets for future years\".","ai_generated":true,"unit":"cdkn-000827#insight-3","date_modified":"2026-10-23"},{"text":"Illustrative projections of future losses from extreme climate events up to 2050 suggest potential crop production value losses of 9% to 18% for Oryeotyene Northward, 15% to 32% for Nakayot, and 19% to 28% for Lopedot.","ai_generated":true,"unit":"cdkn-000827#insight-4","date_modified":"2026-10-23"},{"text":"Long-term climate trends (rainfall and temperature) are projected to reduce yields of key crops by 2050, with potential reductions of up to 12% for maize and up to 20% for beans.","ai_generated":true,"unit":"cdkn-000827#insight-5","date_modified":"2026-10-23"},{"text":"The study identifies improving water availability as a \"Very High\" priority adaptation response, noting that the net benefits from water conservation and collection are high relative to costs.","ai_generated":true,"unit":"cdkn-000827#insight-6","date_modified":"2026-10-23"},{"text":"Other high-priority adaptation strategies include capacity building, crop diversification, and the provision of pasture for animals.","ai_generated":true,"unit":"cdkn-000827#insight-7","date_modified":"2026-10-23"},{"text":"There is a risk that the gap in living standards between the Karamoja region and the rest of Uganda will widen, as national per capita income is projected to grow faster than regional agricultural productivity.","ai_generated":true,"unit":"cdkn-000827#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","drought","flood","agricultural production","capacity building","climate change adaptation","food security"],"geography_discussed":["Abim District","Napak District","Amudat District","Oryeotyene North ward","Nakayot","Lopedot"],"frame_perspective":[],"analysis_type":["economic assessment","case study","impact projection"]},{"id":"cdkn-000823","url":"https://climateinsightsdirectory.org/document/cdkn-000823","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_CC-Economics_Infrastructure-Sector.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report estimates that making Uganda's infrastructure climate-resilient will cost between US$52-66 million annually by 2020, rising to US$638-1,157 million by 2050. Residential buildings are the most affected sector, accounting for approximately half of all adaptation costs. The study also projects that annual damages from extreme events, if frequency doubles every 25 years, could reach US$738-3,294 million by 2050. Key adaptation priorities include climate-proofing public buildings and developing resilient transport standards.","ai_generated":true,"unit":"cdkn-000823#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The annual cost of making infrastructure more climate-resilient is projected to increase from US$52-66 million for the 2015-2020 period to US$638-1,157 million for the 2045-2050 period. New construction is estimated to represent approximately 37% of these total costs, with the remainder attributed to additional maintenance.","ai_generated":true,"unit":"cdkn-000823#insight-1","date_modified":"2026-10-23"},{"text":"Total infrastructure adaptation costs to 2050 vary by scenario: a climate-friendly scenario (temperature increase of 1.5 to 2°C) results in costs of around US$2 billion, while a less friendly scenario (temperature increase of 2 to 3°C) increases costs to US$3 billion.","ai_generated":true,"unit":"cdkn-000823#insight-2","date_modified":"2026-10-23"},{"text":"Buildings account for 92% of all infrastructure adaptation costs, with residential buildings being the most impacted sector (approximately 50% of total costs), followed by public buildings (25%) and private non-residential infrastructure (16%). Transport infrastructure accounts for 8% to 10% of costs, estimated at US$194 to US$250 million by 2050.","ai_generated":true,"unit":"cdkn-000823#insight-3","date_modified":"2026-10-23"},{"text":"Annual damages from extreme events are currently estimated between US$20-130 million. If the frequency of these events remains constant, damages rise to US$189-838 million by 2050. However, if the frequency of extreme events doubles every 25 years, annual damages could reach US$738-3,294 million by 2050.","ai_generated":true,"unit":"cdkn-000823#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies the highest priorities for the infrastructure adaptation programme as climate-proofing public buildings, developing standards for transport and infrastructure planning, and integrating climate-resilient standards into existing risk assessment guidelines.","ai_generated":true,"unit":"cdkn-000823#insight-5","date_modified":"2026-10-23"},{"text":"The Government of Uganda's Costed Implementation Strategy for the National Climate Change Policy proposes risk management actions with a total cost of US$12 million to 2030. High-priority actions include improving early-warning systems, implementing a disaster risk management strategy, strengthening the National Emergency Coordination and Operations Centre, and establishing a national contingency fund.","ai_generated":true,"unit":"cdkn-000823#insight-6","date_modified":"2026-10-23"},{"text":"A disaster risk reduction programme costing US$12 million could generate a rate of return of at least 10% if it reduces expected damages by as little as 7% (under conservative assumptions) or 1.2% (under upper bound assumptions).","ai_generated":true,"unit":"cdkn-000823#insight-7","date_modified":"2026-10-23"},{"text":"Historical data from 1933-2014 shows 1,512 climate-related events in Uganda, causing an average of 26.7 deaths, 146 injuries, and 265 destroyed houses per year.","ai_generated":true,"unit":"cdkn-000823#insight-8","date_modified":"2026-10-23"}],"climate_tags":["infrastructure resilience","climate change adaptation","climate finance","flood","drought","residential building","disaster risk reduction","early warning system"],"geography_discussed":["Kasese District","Teso","Karamoja","Bududa District","Manafwa District","Butaleja District"],"frame_perspective":[],"analysis_type":["economic assessment","cost-benefit analysis","risk assessment"]},{"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-003275","url":"https://climateinsightsdirectory.org/document/iisd-003275","title":"UGANDA: Assessment of implementation readiness","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2015-03","source_url":"https://www.iisd.org/system/files/publications/mpf-uganda-assessment-of-implementation-readiness.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment finds that while Uganda has established a comprehensive legal and policy framework for mining, its actual implementation readiness is medium to low due to severe capacity constraints in monitoring, inspection, and enforcement. Strengths include the public availability of geological data and a progressive variable tax rate for mining companies. However, critical gaps exist in mine closure planning, financial assurance for restoration, and the formalization of the artisanal and small-scale mining (ASM) sector, which accounts for 90% of national production but remains overwhelmingly informal. The report recommends prioritizing socioeconomic benefit optimization, improving post-mining transition frameworks, and increasing transparency in the distribution of mining revenues.","ai_generated":true,"unit":"iisd-003275#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda has a strong system for geological data transparency, having made comprehensive information covering 80% of the country freely available online through the Geological and Mineral Information System (GMIS) and the Unpublished Document Information System (UDIS).","ai_generated":true,"unit":"iisd-003275#insight-1","date_modified":"2026-10-23"},{"text":"The government utilizes a progressive corporate tax system for mining that varies between 25% and 45% based on profit to account for the volatility of international commodity prices.","ai_generated":true,"unit":"iisd-003275#insight-2","date_modified":"2026-10-23"},{"text":"There is a pervasive lack of capacity, personnel, and resources for monitoring and enforcing existing mining laws, which undermines the effectiveness of the legal and regulatory environment across all MPF themes.","ai_generated":true,"unit":"iisd-003275#insight-3","date_modified":"2026-10-23"},{"text":"Mine closure and post-mining transition are significant weaknesses; the Mining Act does not mandate financial assurance (such as Environmental Performance Bonds) for all developers, leaving it to the Commissioner's discretion.","ai_generated":true,"unit":"iisd-003275#insight-4","date_modified":"2026-10-23"},{"text":"The artisanal and small-scale mining (ASM) sector is critical to the economy, employing 150,000 to 200,000 people and providing 90% of national production, yet it remains largely informal with fewer than 5% of miners holding required location licenses.","ai_generated":true,"unit":"iisd-003275#insight-5","date_modified":"2026-10-23"},{"text":"Revenue transparency is low; royalty payments are integrated into the national budget, and there is a lack of clear processes to ensure these funds reach local governments and landowners.","ai_generated":true,"unit":"iisd-003275#insight-6","date_modified":"2026-10-23"},{"text":"Occupational health and safety (OHS) regulations for mining are outdated, dating back to 1949, and are largely not applied to the ASM workforce.","ai_generated":true,"unit":"iisd-003275#insight-7","date_modified":"2026-10-23"},{"text":"Uganda lacks domestic legislation to regulate the use of mercury and cyanide in the ASM sector, despite having signed the Minamata Convention on Mercury in 2013.","ai_generated":true,"unit":"iisd-003275#insight-8","date_modified":"2026-10-23"},{"text":"The permitting process fails to specifically address the rights of indigenous peoples, cultural heritage, or resettlement, despite the Constitution recognizing 56 indigenous communities.","ai_generated":true,"unit":"iisd-003275#insight-9","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","environmental impact assessment","land tenure","indigenous people","water management","biodiversity conservation"],"geography_discussed":["Karamoja","Nakemara","Tiira","Kampala","Entebbe","Democratic Republic of the Congo","South Sudan"],"frame_perspective":[],"analysis_type":["policy assessment","capacity assessment","legal review"]},{"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":"saiia-000015","url":"https://climateinsightsdirectory.org/document/saiia-000015","title":"Uganda: Neglect of environmental sector threatens scorched earth","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2011-02-06","source_url":"https://saiia.org.za/research/uganda-neglect-of-environmental-sector-threatens-scorched-earth/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights a critical gap between the economic value derived from Uganda's natural resources and the minimal budgetary support allocated to their preservation. It notes that Uganda's forests are disappearing at twice the rate of sub-Saharan Africa, driven by high population growth and a heavy reliance on biomass for over 90% of energy needs. The author details a trend of 'degazetting' protected lands for industrial and agricultural use, citing conflicts in Namanve Forest Reserve, Pian Upe Wildlife Reserve, and the Mabira forest. The document warns that the discovery of oil in protected areas, including the Greater Virunga Transfrontier Park, further escalates the risk of conflict between the state and civil society.","ai_generated":true,"unit":"saiia-000015#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda's natural resource base is depleting rapidly, with forest loss occurring at twice the rate of sub-Saharan Africa and nine times faster than the global average. This degradation is exacerbated by a population growth rate of 3.2% per year, which adds approximately 1 million people annually and doubles the population every 20 years, creating a risk of human-induced desertification.","ai_generated":true,"unit":"saiia-000015#insight-1","date_modified":"2026-10-23"},{"text":"Deforestation in Uganda is driven by a lack of affordable alternative energy, as the country relies on biomass for more than 90% of its energy requirements, as well as land-use changes intended to boost manufacturing and production.","ai_generated":true,"unit":"saiia-000015#insight-2","date_modified":"2026-10-23"},{"text":"The Ugandan government has a trend of 'degazetting' protected areas for commercial use, which has led to conflict. Examples include the 1997 degazettement of over 1000 hectares of Namanve Forest Reserve for an industrial estate, a failed 2002 attempt by Libyan investors to degazette a wetland in Pian Upe Wildlife Reserve, and the 2007 Save Mabira Campaign against a proposed sugar plantation.","ai_generated":true,"unit":"saiia-000015#insight-3","date_modified":"2026-10-23"},{"text":"The discovery of oil in Uganda has increased tensions, as approximately 70% of oil discoveries are located within protected areas. This includes proposed drilling in the Greater Virunga Transfrontier Park, which has faced opposition from local and international civil society organisations.","ai_generated":true,"unit":"saiia-000015#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biomass","desertification","land-use change","natural resource management"],"geography_discussed":["sub-Saharan Africa","Namanve Forest Reserve","Pian Upe Wildlife Reserve","Karamoja","Greater Virunga Transfrontier Park"],"frame_perspective":[],"analysis_type":["policy analysis","environmental assessment"]},{"id":"saiia-000888","url":"https://climateinsightsdirectory.org/document/saiia-000888","title":"Lessons from Citizen Activism in Uganda: Saving Mabira Forest","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2008-07","source_url":"https://saiia.org.za/wp-content/uploads/2008/07/Occasional-Paper-7.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In August 2006, the Ugandan Cabinet proposed donating 7,100 hectares of the 30,000-hectare Mabira forest to the Mehta group of companies to expand sugar plantations. This proposal triggered a massive public outcry and a coordinated 'Save Mabira Crusade' involving civil society, religious institutions, and legal experts. The campaign utilized empirical research, media engagement, and strategic litigation to challenge the government's decision. The author argues that the campaign's success was rooted in a growing public awareness of environmental rights, supported by the 1995 Constitution and the National Environment Act. The effort not only protected the forest but also served as a vehicle to expose broader governance deficits and the lack of political will to adhere to existing conservation laws.","ai_generated":true,"unit":"saiia-000888#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Ugandan government proposed to give 7,100 hectares of the 30,000-hectare Mabira forest to the Mehta group of companies to increase sugar production and tax revenue, but civil society research indicated the public cost of this 'give-away' would be US$890-million.","ai_generated":true,"unit":"saiia-000888#insight-1","date_modified":"2026-10-23"},{"text":"The 'Save Mabira Crusade' succeeded by coordinating diverse stakeholders—including religious, cultural, and donor groups—and employing tactics such as boycotting the developer's products, using satirical SMS messages, and targeting the investor in court to create a 'chilling message' for other prospective investors.","ai_generated":true,"unit":"saiia-000888#insight-2","date_modified":"2026-10-23"},{"text":"Uganda's legal framework, specifically the 1995 Constitution and the National Environment Act, provided the necessary grounds for activism by defining a clean and healthy environment as a fundamental human right and promoting public participation in policy development.","ai_generated":true,"unit":"saiia-000888#insight-3","date_modified":"2026-10-23"},{"text":"Environmental litigation in Uganda has evolved to overcome hurdles of admissibility and cost; precedents now allow individuals and organizations to institute proceedings on behalf of others in public interest cases.","ai_generated":true,"unit":"saiia-000888#insight-4","date_modified":"2026-10-23"},{"text":"The campaign highlighted a systemic gap between Uganda's progressive environmental laws and the government's actual political will, as evidenced by the resignation of the National Forestry Authority's executive director and board due to political interference.","ai_generated":true,"unit":"saiia-000888#insight-5","date_modified":"2026-10-23"},{"text":"Forest degradation in Uganda is severe, with forest cover dropping from 50% at independence in 1962 to 24% of the land area, with current afforested land disappearing at a rate of 70,000 to 200,000 hectares per year.","ai_generated":true,"unit":"saiia-000888#insight-6","date_modified":"2026-10-23"}],"climate_tags":["forest conservation","environmental law","climate change","sustainable development","biodiversity","carbon sink","governance"],"geography_discussed":["Kampala","Mukono","Jinja","Lake Victoria","Namanve Forest Reserve","Butamira Forest","Pian Upe Game Reserve","Karamoja","Moroto District","Nakapiripit","Bugala Islands"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"saiia-000889","url":"https://climateinsightsdirectory.org/document/saiia-000889","title":"Leçons d’activisme citoyen en Ouganda : Sauver la forêt de Mabira","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"fr","date_published":"2008-07","source_url":"https://saiia.org.za/wp-content/uploads/2008/07/Occasional-Paper-7-FR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the 2006 campaign to save the Mabira Forest in Uganda, where the government proposed giving 7,100 hectares of the reserve to the Mehta Group for sugarcane cultivation. It details how a coalition of civil society, religious institutions, and legal experts used environmental laws and public mobilization to stop the proposal. The author argues that the campaign succeeded by framing the environmental issue as a broader failure of governance and accountability, leveraging the 1995 Constitution's recognition of the right to a healthy environment and the 2005 Access to Information Act.","ai_generated":true,"unit":"saiia-000889#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In August 2006, the Ugandan Cabinet proposed granting 7,100 hectares of the 30,000-hectare Mabira Forest to the Mehta Group of companies to expand sugarcane plantations, aiming to increase sugar production, tax revenues, and export foreign exchange.","ai_generated":true,"unit":"saiia-000889#insight-1","date_modified":"2026-10-23"},{"text":"Civil society research indicated that the economic cost of giving away the forest would be 890 million dollars, far outweighing the projected 20 million dollars in annual revenue for the Mehta Group.","ai_generated":true,"unit":"saiia-000889#insight-2","date_modified":"2026-10-23"},{"text":"The campaign succeeded by coordinating a multi-front strategy that included legal action against the investor, public boycotts of Lugazi Sugar Works products, and international pressure via the Forest Governance Learning Group and the IIED.","ai_generated":true,"unit":"saiia-000889#insight-3","date_modified":"2026-10-23"},{"text":"Uganda's legal framework, specifically the 1995 Constitution and the National Environment Act, provided the basis for the activism by establishing a clean and healthy environment as a fundamental right.","ai_generated":true,"unit":"saiia-000889#insight-4","date_modified":"2026-10-23"},{"text":"The campaign highlighted a trend of increasing environmental litigation in Uganda, aided by legal precedents like the 1997 TEAN v. AG & NEMA case which allowed organizations to sue on behalf of others.","ai_generated":true,"unit":"saiia-000889#insight-5","date_modified":"2026-10-23"},{"text":"The author identifies a pattern of 'degazetting' protected lands for private investment in Uganda, citing the 1997 Namanve Forest Reserve and the 2001 Butamira Forest cases as previous examples where the government prioritized commercial interests over conservation.","ai_generated":true,"unit":"saiia-000889#insight-6","date_modified":"2026-10-23"},{"text":"Environmental degradation in Uganda is linked to a lack of political will to enforce existing laws and the impact of climate change, which has caused droughts in the East and floods in the North.","ai_generated":true,"unit":"saiia-000889#insight-7","date_modified":"2026-10-23"}],"climate_tags":["forest conservation","biodiversity","climate change","sustainable development","environmental law","land use","carbon sequestration","ecosystem service","governance"],"geography_discussed":["Kampala","Jinja","Mukono","Lake Victoria","Butamira Forest","Pian Upe Wildlife Reserve","Karamoja","Bugala Islands"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"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-000828","url":"https://climateinsightsdirectory.org/document/cdkn-000828","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_KARAMOJA_case-study_Briefing-Note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines climate-related agricultural losses in the Karamoja region of Uganda, highlighting that recent droughts have caused production losses of 50% to 100% for some households. It projects future losses of 9% to 32% of total production by 2050 and identifies significant yield reductions for maize and beans. The study recommends prioritizing water availability, crop diversification, and livestock support to build resilience.","ai_generated":true,"unit":"cdkn-000828#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Recent severe climate events, specifically droughts and flooding, have caused some affected households to lose between 50% and 100% of their total expected production.","ai_generated":true,"unit":"cdkn-000828#insight-1","date_modified":"2026-10-23"},{"text":"Projections for 2050 suggest that future extreme climate events could lead to total crop production losses ranging from 9% to 32%, depending on the location and severity of the scenario. Specifically, Oryeotyene Northward is projected to lose 9% to 18%, Nakayot 15% to 32%, and Lopedot 19% to 28%.","ai_generated":true,"unit":"cdkn-000828#insight-2","date_modified":"2026-10-23"},{"text":"Long-term rainfall and temperature trends, based on International Food Policy Research Institute (IFPRI) modelling, indicate potential yield reductions of up to 12% for maize and up to 20% for beans by 2050.","ai_generated":true,"unit":"cdkn-000828#insight-3","date_modified":"2026-10-23"},{"text":"Livestock ownership is identified as a means of providing greater resilience to climate events, as the overall impacts on livestock production and income are generally less comprehensive than those on crop production.","ai_generated":true,"unit":"cdkn-000828#insight-4","date_modified":"2026-10-23"},{"text":"The study identifies several high-priority adaptation strategies, with improving water availability rated as 'Very High' priority. Other high-priority actions include capacity building on climate change resilience, providing pasture for animals, and crop diversification.","ai_generated":true,"unit":"cdkn-000828#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agricultural production","climate variability","drought","flood","livestock","climate resilience","climate finance","food security"],"geography_discussed":["Abim District","Napak District","Amudat District"],"frame_perspective":[],"analysis_type":["economic assessment","case study"]}]}