{"query_echo":{"q":"","filters":{"analysis_type":["multicriteria assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'multicriteria assessment' 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=multicriteria+assessment","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":"iai-000030","url":"https://climateinsightsdirectory.org/document/iai-000030","title":"A multicriteria assessment of vulnerability to extreme rainfall events on the Pacific coast of Mexico","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-09","source_url":"https://iai.int/es/pub_acad/a-multicriteria-assessment-of-vulnerability-to-extreme-rainfall-events-on-the-pacific-coast-of-mexico/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study identifies Guasave and Escuinapa as the most vulnerable municipalities to extreme rainfall events in Sinaloa, Mexico, using a model that weights geographic exposure and economic conditions as the primary determinants of vulnerability.","ai_generated":true,"unit":"iai-000030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vulnerability assessment identified Geographic exposure (weighted at 0.43) and Economic conditions (weighted at 0.34) as the primary determinants of vulnerability to extreme rainfall events.","ai_generated":true,"unit":"iai-000030#insight-1","date_modified":"2026-10-23"},{"text":"Using both standardized values and the integral vulnerability index (IVI), the municipalities of Guasave and Escuinapa were found to be the most vulnerable, while Culiacán and San Ignacio were the least vulnerable.","ai_generated":true,"unit":"iai-000030#insight-2","date_modified":"2026-10-23"},{"text":"While coastal population was the primary determinant of vulnerability with a median of 0.57, other indicators related to severity and response capacity also contributed to higher IVI scores.","ai_generated":true,"unit":"iai-000030#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","tropical cyclone","hurricane","public policy"],"geography_discussed":["Guasave Municipality","Escuinapa Municipality","Culiacán Municipality","San Ignacio Municipality"],"frame_perspective":[],"analysis_type":["multicriteria assessment","vulnerability analysis"]}]}