{"query_echo":{"q":"","filters":{"analysis_type":["risk framework analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'risk framework analysis' 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=risk+framework+analysis","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-000399","url":"https://climateinsightsdirectory.org/document/clipolin-000399","title":"Central Kalimantan’s Oil Palm Value Chain: Opportunities for Productivity, Profitability and Sustainability Gains","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2015-11","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2015/11/Central-Kalimantan-Oil-Palm-Value-Chain-Full-Working-Paper.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the economic value and operational gaps in Central Kalimantan's oil palm sector, highlighting significant under-utilization of midstream mill capacity and limited downstream refining. It identifies a wide range of business models, from smallholder farmers to fully integrated multinationals, and argues that integrated models are better equipped to manage financial, production, and market risks. The authors recommend a 'landscape management approach' via the PALM Program to transition the sector toward sustainable, high-productivity practices without further deforestation.","ai_generated":true,"unit":"clipolin-000399#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2013, the oil palm value chain in Central Kalimantan generated substantial economic value, with approximately USD 1 billion added upstream, USD 0.95-1.25 billion midstream, and USD 30-31 million downstream.","ai_generated":true,"unit":"clipolin-000399#insight-1","date_modified":"2026-10-23"},{"text":"Upstream productivity in Central Kalimantan is lower than national and regional averages; 2013 yields were 14.7 tonnes of fresh fruit bunches (FFB) per hectare, which is 13% lower than the Indonesia-wide average and 23% lower than Malaysia's average.","ai_generated":true,"unit":"clipolin-000399#insight-2","date_modified":"2026-10-23"},{"text":"Midstream processing capacity was significantly under-utilized in 2013, with mills operating at only 50-65% of their installed capacity due largely to an insufficient supply of FFB.","ai_generated":true,"unit":"clipolin-000399#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in downstream value retention, as only 22% of the crude palm oil (CPO) generated in Central Kalimantan was refined locally in 2013.","ai_generated":true,"unit":"clipolin-000399#insight-4","date_modified":"2026-10-23"},{"text":"Business models vary significantly in risk exposure; single-point operators (smallholders and independent plantations/mills) face the highest financial, off-take, and supply risks due to limited collateral and lack of integration.","ai_generated":true,"unit":"clipolin-000399#insight-5","date_modified":"2026-10-23"},{"text":"Integrated business models (Models C, D, E, and F) are better positioned to manage sustainability and market-access risks, as they can more effectively trace supply and implement mitigation measures.","ai_generated":true,"unit":"clipolin-000399#insight-6","date_modified":"2026-10-23"},{"text":"Smallholder farmers manage approximately 15% of the oil palm area in Central Kalimantan, and while ISPO certification is currently voluntary for them, their support is critical for overall sector sustainability.","ai_generated":true,"unit":"clipolin-000399#insight-7","date_modified":"2026-10-23"},{"text":"The authors propose a 'landscape management approach' through the Production-Protection Approach to Landscape Management (PALM) Program (2016–2020) to coordinate government, business, and community efforts for sustainable development.","ai_generated":true,"unit":"clipolin-000399#insight-8","date_modified":"2026-10-23"}],"climate_tags":["land use","deforestation","sustainable agriculture","greenhouse gas emissions","biofuel","climate risk"],"geography_discussed":["Indonesia","Malaysia","Seruyan","Kotawaringan Timur","Kotawaringan Barat","Sumatra"],"frame_perspective":[],"analysis_type":["value chain analysis","economic assessment","risk framework analysis"]}]}