{"query_echo":{"q":"","filters":{"geography":["Koppal district"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Koppal district' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Koppal+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":"sei-000360","url":"https://climateinsightsdirectory.org/document/sei-000360","title":"Forest, Farms, Fuelwood Cooking India","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-03-03","source_url":"https://www.sei.org/publications/forest-farms-fuelwood-cooking-india/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines the impact of clean cooking interventions on fuelwood sourcing in Kullu and Koppal, India, finding that the reduction of forest dependence varies by location and is influenced by demand, resource substitutability, and socio-economic factors.","ai_generated":true,"unit":"sei-000360#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The impact of clean cooking solutions on fuelwood sourcing differed by location: households in Kullu reduced their dependence on forests, whereas households in Koppal reduced their dependence on farm sources.","ai_generated":true,"unit":"sei-000360#insight-1","date_modified":"2026-10-23"},{"text":"The extent to which forest extraction is reduced depends on several factors, including the type of demand (such as cooking versus heating), the availability and quality of farm resources as substitutes for forest resources, and the wealth and caste of the household.","ai_generated":true,"unit":"sei-000360#insight-2","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","forest management","deforestation"],"geography_discussed":["Himachal Pradesh","Karnataka"],"frame_perspective":[],"analysis_type":["intervention study"]}]}