{"query_echo":{"q":"","filters":{"analysis_type":["energy sector planning"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'energy sector planning' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=energy+sector+planning","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-000815","url":"https://climateinsightsdirectory.org/document/cdkn-000815","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_Energy-Sector_Briefing-Note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study predicts a significant biomass deficit in Uganda from the 2020s onwards, which climate change is expected to exacerbate by reducing domestic wood availability by 5 to 10 percent between 2020 and 2050. Addressing this gap through imported biomass or LPG would require additional expenditures of US$0.6-1.3 billion or US$5-11 billion, respectively. While a potential 26 percent decline in hydropower potential by 2050 could be managed by the government's current expansion programme, this requires an estimated US$83 billion in capital investment for hydro, nuclear, and other generation through 2050. The document recommends prioritizing a switch from traditional biomass to modern energy sources and implementing energy efficiency standards.","ai_generated":true,"unit":"cdkn-000815#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Uganda's energy supply is currently dominated by traditional biomass, but a 'Business as Usual' growth scenario is unsustainable, with a 'huge deficit of biomass' predicted for the 2020s and beyond.","ai_generated":true,"unit":"cdkn-000815#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is expected to reduce biomass availability; a plausible 5 to 10 percent loss of domestic wood between 2020 and 2050 would cost between US$0.6-1.3 billion to replace with imported biomass or US$5-11 billion if replaced by LPG.","ai_generated":true,"unit":"cdkn-000815#insight-2","date_modified":"2026-10-23"}],"climate_tags":["biomass","hydropower","energy demand","energy efficiency","climate change adaptation","nuclear power","greenhouse gas emissions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["economic assessment","energy sector planning"]}]}