{"query_echo":{"q":"","filters":{"geography":["Maya Golden Landscape"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Maya Golden Landscape' 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=Maya+Golden+Landscape","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-000393","url":"https://climateinsightsdirectory.org/document/cdkn-000393","title":"Drought and Agricultural-related Forest Fires in Belize","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/Cariwig-case-study-report-forest-fires-in-Belize-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that the SPEI 12 drought index correlates with forest fire occurrence, particularly during severe and extreme drought events, though 'Milpa' farming remains the primary cause of fire escapes. Projections indicate that future drought events in the region will become more frequent, with an average recurrence time of 1 in 5 years, increasing the risk of escaped agricultural fires.","ai_generated":true,"unit":"cdkn-000393#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Standardized Precipitation Evaporation Index (SPEI) accumulated over 12 months (SPEI 12) shows a relationship with the annual number of forest fires, especially during 'severe and extreme drought events'.","ai_generated":true,"unit":"cdkn-000393#insight-1","date_modified":"2026-10-23"},{"text":"While meteorological conditions contribute to fire outbreaks, the primary driver of fire escapes in the Maya Golden Landscape is 'Milpa' farming, a traditional 'slash and burn' method used to prepare land.","ai_generated":true,"unit":"cdkn-000393#insight-2","date_modified":"2026-10-23"},{"text":"Multi-model projections indicate that drought events will increase in frequency, with an average recurrence time of 1 in 5 years (ranging from 1 in 3 to 1 in 12 years), and the area affected by drought is expected to increase after the middle of the 21st century.","ai_generated":true,"unit":"cdkn-000393#insight-3","date_modified":"2026-10-23"},{"text":"The CARiDRO tool is identified as a potentially useful component for an early warning system for forest fire management, provided it is improved with a regularly updated regional climate monthly database for real-time monitoring.","ai_generated":true,"unit":"cdkn-000393#insight-4","date_modified":"2026-10-23"}],"climate_tags":["drought","forest fire","early warning system","climate change scenario","land-use planning"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","climate projection"]}]}