{"query_echo":{"q":"","filters":{"geography":["Kapchorwa District"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Kapchorwa District' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Kapchorwa+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-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":"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"]}]}