{"query_echo":{"q":"","filters":{"geography":["Pastriz"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Pastriz' 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=Pastriz","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":"bc3res-000121","url":"https://climateinsightsdirectory.org/document/bc3res-000121","title":"FLOOD RISK MANAGEMENT: WHAT ARE THE MAIN DRIVERS OF PREVENTION?","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2013-03","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20130416104638916819195.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that climate change increases flood risk through more intense and frequent extreme events, necessitating a shift from purely infrastructural defenses to a coordinated approach. Using the Ebro river basin as a case study, it demonstrates how spatial hydro-economic models can identify specific drivers of risk across different municipalities and sectors. The author advocates for a combination of institutional alerts, environmental river restoration, and private-sector self-protection to manage vulnerability and exposure.","ai_generated":true,"unit":"bc3res-000121#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is expected to increase the frequency of extreme rainfall and flooding due to higher evaporation, increased water cycling intensity, and a warmer atmosphere's capacity to hold more water vapor.","ai_generated":true,"unit":"bc3res-000121#insight-1","date_modified":"2026-10-23"},{"text":"Anthropogenic activities in the twentieth century have contributed to increased climatic risk; for example, simulation models for floods in England and Wales in autumn 2000 indicate a risk increase of over 20%.","ai_generated":true,"unit":"bc3res-000121#insight-2","date_modified":"2026-10-23"},{"text":"Flood risk is determined by the interaction of flood hazard (volume, depth, velocity), exposure (urban, rural, and human elements), and vulnerability (preparedness and capacity to recover).","ai_generated":true,"unit":"bc3res-000121#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Flood risk management","climate change adaptation","climate change vulnerability","land-use planning","climate finance","insurance"],"geography_discussed":["Wales","England","Europe","Germany","France"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]}]}