{"query_echo":{"q":"","filters":{"geography":["Cumbaza watershed"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Cumbaza watershed' 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=Cumbaza+watershed","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-000792","url":"https://climateinsightsdirectory.org/document/cdkn-000792","title":"STRENGTHENING CLIMATE RESILIENCE IN URBAN AMAZONIA","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2018","source_url":"https://cdkn.org/sites/default/files/files/StrengtheningClimateResilienceCumbaza.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document applies a Water-Energy-Food (WEF) nexus approach to analyze the Cumbaza watershed in Peru, highlighting how deforestation and climate change threaten urban and rural resource security. It quantifies 11 key WEF interactions and projects resource demands through 2050, emphasizing the critical role of forest ecosystem services in maintaining water quality and quantity for the region's growing population.","ai_generated":true,"unit":"cdkn-000792#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Cumbaza watershed experienced a significant loss of forest cover, with 58% lost between 1977 and 2005, leaving approximately 8,500 hectares or 15% of the watershed as forest.","ai_generated":true,"unit":"cdkn-000792#insight-1","date_modified":"2026-10-23"},{"text":"Deforestation in the upper watershed has led to increased erosion and sedimentation in rivers, which negatively impacts the water treatment capacity and increases costs for urban water services provided by EMAPA, particularly in the Shilcayo and Ayashiyacu sub-basins.","ai_generated":true,"unit":"cdkn-000792#insight-2","date_modified":"2026-10-23"},{"text":"The region is highly dependent on external food and energy sources; food imports constitute 47% of total consumption, and the fossil fuel energy required to transport these imports accounts for over 90% of the watershed's total energy demands.","ai_generated":true,"unit":"cdkn-000792#insight-3","date_modified":"2026-10-23"},{"text":"Future projections for 2050 under a business-as-usual scenario predict that the population will reach 335,000, leading to a 75% increase in food demand and a 61% increase in energy required for transportation and agricultural production.","ai_generated":true,"unit":"cdkn-000792#insight-4","date_modified":"2026-10-23"},{"text":"Forests are vital for the livelihoods of indigenous Kichwa-Lamas communities, providing drinking water, non-timber forest products, and fuelwood, which is used for food preparation by 94% of rural households compared to 23% of urban households.","ai_generated":true,"unit":"cdkn-000792#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","deforestation","water security","food security","energy security","urbanization","agroforestry","green infrastructure"],"geography_discussed":["Lamas","Lima","Chiclayo","Yurimaguas","Moyobamba","Tocache"],"frame_perspective":[],"analysis_type":["case study","quantitative analysis","qualitative analysis","scenario modeling"]}]}