{"query_echo":{"q":"","filters":{"analysis_type":["socioeconomic profiling"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'socioeconomic profiling' 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=socioeconomic+profiling","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":"clipolin-000867","url":"https://climateinsightsdirectory.org/document/clipolin-000867","title":"Smallholders in the Caatinga and the Cerrado: A Baseline Analysis for a Rural Just Transition in Brazil","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-02","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/02/Smallholders-in-the-Caatinga-and-the-Cerrado.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report analyzes the disparities between smallholders in the Caatinga and Cerrado biomes, highlighting that those in the Caatinga face higher poverty, lower productivity, and greater climate vulnerability. It argues that a rural just transition in Brazil requires tailored policies that address these regional differences, specifically targeting subsistence farmers with social support and providing commercial-oriented smallholders with low-carbon technological and financial solutions.","ai_generated":true,"unit":"clipolin-000867#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Smallholders represent 76.8% of all agricultural establishments in Brazil but occupy only 23% of the cropland, making them highly vulnerable to climate change due to limited resource access.","ai_generated":true,"unit":"clipolin-000867#insight-1","date_modified":"2026-10-23"},{"text":"There are significant productivity and economic disparities between the two biomes: smallholders in the Cerrado produce almost twice the value of those in the Caatinga, with average farm sizes of 36.2 hectares compared to 14.3 hectares in the Caatinga.","ai_generated":true,"unit":"clipolin-000867#insight-2","date_modified":"2026-10-23"},{"text":"Smallholders in the Caatinga experience extreme water scarcity and high poverty, with 72% relying on cisterns as their primary water source and a poverty rate of 22.8%, significantly higher than the national average of 6.6%.","ai_generated":true,"unit":"clipolin-000867#insight-3","date_modified":"2026-10-23"},{"text":"Access to technical assistance and information is severely limited, particularly in the Caatinga where only 8% of smallholders receive such assistance, compared to 16.8% in the Cerrado.","ai_generated":true,"unit":"clipolin-000867#insight-4","date_modified":"2026-10-23"},{"text":"Socioeconomic vulnerability is intersectional, with women and black farmers often managing smaller plots; in the Caatinga, black smallholders run 71.2% of holdings, and black women head 17.7% of farms compared to 10.6% in the Cerrado.","ai_generated":true,"unit":"clipolin-000867#insight-5","date_modified":"2026-10-23"},{"text":"A stark contrast exists in production goals: 68.3% of smallholders in the Caatinga produce for self-consumption, whereas only 43.5% do so in the Cerrado, where commercialization is a more primary source of income.","ai_generated":true,"unit":"clipolin-000867#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a 'leapfrog' opportunity for smallholders interested in commercialization to adopt labor-intensive, low-carbon practices like organic horticulture and extractive agriculture instead of conventional pesticide-heavy methods.","ai_generated":true,"unit":"clipolin-000867#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","greenhouse gas emissions","organic agriculture","climate finance","water scarcity","desertification"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["baseline analysis","socioeconomic profiling"]}]}