{"query_echo":{"q":"","filters":{"geography":["Southeastern Arizona"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Southeastern Arizona' 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=Southeastern+Arizona","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-000066","url":"https://climateinsightsdirectory.org/document/iai-000066","title":"Vulnerability and adaptation to climate change and variability in semi-arid rural southeastern Arizona, USA","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":"2025-01-17","source_url":"https://iai.int/es/pub_acad/vulnerability-and-adaptation-to-climate-change-and-variability-in-semi-arid-rural-southeastern-arizona-usa/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study identifies drought, floods, and frosts as the primary climatic risks for producers in Pima and Cochise Counties, Arizona. While groundwater use remains a critical adaptation strategy despite rising costs, the utility of seasonal climate forecasts (SCFs) is limited by low risk tolerance and economic uncertainty. Producers instead rely on past experience and short-range forecasts to hedge against risks, suggesting that access to information is not the primary barrier to improved decision-making.","ai_generated":true,"unit":"iai-000066#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agricultural producers in Pima and Cochise Counties identify drought, floods, and frosts as their primary climatic risks, and they continue to rely on groundwater as a key strategy despite the increase in pumping costs.","ai_generated":true,"unit":"iai-000066#insight-1","date_modified":"2026-10-23"},{"text":"Seasonal climate forecasts (SCFs) have limited utility for farmers and ranchers because of low risk tolerance and uncertainty regarding marketing and production conditions; consequently, producers prefer past experience and short-range forecasts to hedge their risks.","ai_generated":true,"unit":"iai-000066#insight-2","date_modified":"2026-10-23"},{"text":"The research concludes that the primary limitation to improving producer decision-making is not a lack of access to information.","ai_generated":true,"unit":"iai-000066#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate variability","drought","flood"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["vulnerability assessment","adaptive strategy analysis"]}]}