{"query_echo":{"q":"","filters":{"analysis_type":["population vulnerability assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'population vulnerability 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=population+vulnerability+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-001630","url":"https://climateinsightsdirectory.org/document/iai-001630","title":"Heads above water","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"fact sheet","language":"en","date_published":"2010","source_url":"https://iai.int/admin/site/sites/default/files/uploads/2014/06/Snapshot3_heads_above_water.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Using GIS methodology and 2006 census data, the document identifies that approximately 19 million people in the 23 coastal states of the conterminous U.S. live within 1 km of the shoreline, and 11.6 million live below a three-meter elevation. Florida, Louisiana, and New York have the highest absolute numbers of people living below 3 meters, while states like Rhode Island and Maine have high relative shares of their population within 1 km of the coast. These populations are identified as highly vulnerable to the combined effects of projected sea-level rise—estimated by the IPCC to be 18-59 cm by 2100—and increased cyclone activity.","ai_generated":true,"unit":"iai-001630#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the conterminous United States, approximately 19 million people (10.0% of the population of the 23 coastal states) live within 1 km of the shoreline, while 11.6 million people (6.1% of the coastal population) live below an elevation of three meters.","ai_generated":true,"unit":"iai-001630#insight-1","date_modified":"2026-10-23"},{"text":"Florida has the highest number of people living below 3 meters at 5.9 million (32.5% of its population), followed by Louisiana with 1.2 million (27.6%) and New York with 1.0 million (5.4%).","ai_generated":true,"unit":"iai-001630#insight-2","date_modified":"2026-10-23"},{"text":"Certain states, including Rhode Island, Maine, Florida, Delaware, and the District of Columbia, have over 20 percent of their population living within 1 km of the coast, making them particularly susceptible to sea-level rise and storm surges.","ai_generated":true,"unit":"iai-001630#insight-3","date_modified":"2026-10-23"},{"text":"Coastal communities face increased vulnerability due to the combination of enhanced cyclone activities and projected sea-level rise, with conservative 2007 IPCC estimates predicting a rise of 18-59 cm by the year 2100.","ai_generated":true,"unit":"iai-001630#insight-4","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","storm surge","emergency management","climate change"],"geography_discussed":["Caribbean","Florida","Louisiana","New York","District of Columbia","Rhode Island","Maine","Delaware"],"frame_perspective":[],"analysis_type":["population vulnerability assessment"]}]}