{"query_echo":{"q":"","filters":{"geography":["Rakai District"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Rakai District' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Rakai+District","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-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":"iisd-000876","url":"https://climateinsightsdirectory.org/document/iisd-000876","title":"Promoting an Integrated Approach to Climate Adaptation: Lessons from the coffee value chain in Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2014-03-18","source_url":"https://www.iisd.org/publications/report/promoting-integrated-approach-climate-adaptation-lessons-coffee-value-chain","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A 2013 pilot project in Uganda used 'Climate Dialogue Theatres' to examine how climate hazards affect different actors in the coffee value chain. The study found that farmers and processors are more vulnerable than traders and exporters, and that a lack of trust and communication hinders adaptation. It recommends strengthening actor networks, developing flexible financial products, and investing in climate-resilient infrastructure.","ai_generated":true,"unit":"iisd-000876#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate hazards, including floods, droughts, and shifting rainfall patterns, negatively impact every actor in the coffee value chain, though the degree and nature of the impact vary.","ai_generated":true,"unit":"iisd-000876#insight-1","date_modified":"2026-10-23"},{"text":"Coffee processors and farmers experience higher vulnerability to climate hazards compared to exporters, middlemen, and traders. This is attributed to weak organizational capacity, a lack of diversification, and an unfavorable policy environment.","ai_generated":true,"unit":"iisd-000876#insight-2","date_modified":"2026-10-23"},{"text":"Climate adaptation efforts are obstructed by a lack of trust and communication between the various actors within the value chain.","ai_generated":true,"unit":"iisd-000876#insight-3","date_modified":"2026-10-23"},{"text":"The study proposes three primary solutions for the coffee value chain: enhancing partnerships and networking through existing structures and incentives, creating flexible financial products via public-private partnerships, and increasing investment in resilient infrastructure such as telecommunications, storage, irrigation, and roads.","ai_generated":true,"unit":"iisd-000876#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate risk management","climate finance"],"geography_discussed":["Rakai District","Kampala"],"frame_perspective":[],"analysis_type":["qualitative","participatory"]},{"id":"iisd-002316","url":"https://climateinsightsdirectory.org/document/iisd-002316","title":"Promoting an Integrated Approach to Climate Adaptation: Lessons from the coffee value chain in Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2014-02","source_url":"https://www.iisd.org/system/files/publications/value_chains_coffee_uganda_briefing_note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes how climate hazards like drought and floods affect all actors in Uganda's coffee value chain, from farmers to exporters. It finds that while adaptation efforts exist, they are often uncoordinated, unsustainable, and hindered by a lack of trust and communication between stakeholders. The report highlights a critical gap in agricultural financing and recommends improving networking, developing flexible financial products, and investing in climate-resilient infrastructure to enhance the sector's resilience.","ai_generated":true,"unit":"iisd-002316#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate hazards, specifically drought, floods, and changing rainfall patterns, negatively impact every actor in the coffee value chain. These hazards cause physiological disruptions to coffee trees, increase pests and diseases, damage seedlings, disrupt bean-drying, and destroy processing and transport infrastructure. Indirectly, they raise costs for human labor at the production level, increase equipment breakdown at the transformation level due to high bean moisture, and increase vehicle repair costs for distribution due to road deterioration.","ai_generated":true,"unit":"iisd-002316#insight-1","date_modified":"2026-10-23"},{"text":"Vulnerability to climate hazards is most concentrated at the production end of the value chain. Coffee farmers and processors are generally more vulnerable than traders, middlemen, and exporters due to limited diversification capacity, weak organizational capacity, and a policy environment where losses are often passed down to farmers through lower bean prices.","ai_generated":true,"unit":"iisd-002316#insight-2","date_modified":"2026-10-23"},{"text":"Existing risk management responses are often uncoordinated and unsustainable. Some actors engage in malpractices to compensate for climate-driven losses, such as farmers using expired inputs for quick cash, traders using inaccurate scales or adding foreign objects to coffee, and processors smuggling coffee from neighboring countries to maintain quality and quantity.","ai_generated":true,"unit":"iisd-002316#insight-3","date_modified":"2026-10-23"},{"text":"A significant lack of communication and trust between value chain actors hampers effective climate adaptation. The chain is fragmented by many intermediaries, leading to mutual distrust; for example, farmers blame input suppliers for adulterated chemicals, while exporters attribute low coffee quality to a lack of ethics and discipline among other actors.","ai_generated":true,"unit":"iisd-002316#insight-4","date_modified":"2026-10-23"},{"text":"Limited access to agricultural finance is a cross-cutting barrier that exacerbates climate impacts. Total agriculture lending by regulated financial and microfinance institutions declined by 21.6% between 2007 and 2010. Farmers face prohibitively high loan interest rates between 12% and 36%, while processors and exporters struggle with a lack of start-up capital and insurance for infrastructure damage.","ai_generated":true,"unit":"iisd-002316#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate risk management","smallholder"],"geography_discussed":["Rakai District","Kampala"],"frame_perspective":[],"analysis_type":["case study","policy analysis","stakeholder analysis"]},{"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"]}]}