{"query_echo":{"q":"","filters":{"analysis_type":["data synthesis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'data synthesis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=data+synthesis","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":"sei-000485","url":"https://climateinsightsdirectory.org/document/sei-000485","title":"A review of water-forest-energy-food security nexus data and assessment of studies in East Africa","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-05-14","source_url":"https://www.sei.org/publications/a-review-of-water-forest-energy-food-security-nexus-data-and-assessment-of-studies-in-east-africa/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study identifies a critical need for integrated attention to food, water, forest, and energy security in East Africa to achieve sustainable development goals, noting that high reliance on agriculture makes the region vulnerable to climate change. A primary obstacle is the lack of current and comprehensive data, particularly regarding water and energy indices, with some available data dating back to 2016.","ai_generated":true,"unit":"sei-000485#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is an urgent need to address food, water, forest, and energy security alongside climate change to achieve sustainable development goals in East Africa, as the region's populations are highly dependent on agriculture for their livelihoods.","ai_generated":true,"unit":"sei-000485#insight-1","date_modified":"2026-10-23"},{"text":"Data availability is a significant challenge across the four studied countries, specifically concerning the WFEF nexus and water and energy indices; some data is outdated, dating back to 2016.","ai_generated":true,"unit":"sei-000485#insight-2","date_modified":"2026-10-23"},{"text":"The study recommends establishing regional and national monitoring systems for energy, water, food security, and forest cover, supported by appropriate institutional arrangements and policy environments to manage resource exploitation.","ai_generated":true,"unit":"sei-000485#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","food security","water security","energy security","forest conservation","Sustainable Development Goals","agriculture"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["literature review","data synthesis"]},{"id":"iisd-002641","url":"https://climateinsightsdirectory.org/document/iisd-002641","title":"Ceres2030 : Solutions durables pour éradiquer la faim","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2020","source_url":"https://ceres2030.iisd.org/wp-content/uploads/2021/03/ceres2030_fr-summary-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Ceres2030 report argues that a world without hunger is possible through a coordinated investment of 33 billion USD annually until 2030. Using AI-driven data synthesis and complex economic modeling, the project identifies ten key recommendations across three pillars: empowering the excluded, on-farm improvements, and food movement. The findings emphasize that integrated portfolios of interventions—combining technology with human capital, social protection, and market access—are more effective than isolated solutions. The report highlights Africa as the region with the greatest need and calls for a doubling of donor contributions to 26 billion USD per year, supplemented by increased domestic taxation in recipient countries.","ai_generated":true,"unit":"iisd-002641#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To eradicate hunger and double smallholder incomes by 2030 while adhering to Paris Agreement emissions targets, an additional 33 billion USD per year is required. This is split between an average of 14 billion USD from donors and 19 billion USD from low- and middle-income countries via increased taxation.","ai_generated":true,"unit":"iisd-002641#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural interventions are most effective when they are integrated into portfolios rather than applied in isolation, and when they target multiple objectives simultaneously, such as combining climate resilience with market quality.","ai_generated":true,"unit":"iisd-002641#insight-2","date_modified":"2026-10-23"},{"text":"Membership in farmers' organizations is strongly linked to increased income, with positive effects observed in 57% of examined cases, primarily in Africa. These organizations enhance the market power of producers.","ai_generated":true,"unit":"iisd-002641#insight-3","date_modified":"2026-10-23"},{"text":"The adoption of climate-resilient crops is primarily driven by the availability and effectiveness of extension services, with nearly 50% of studies identifying these services as a key success factor.","ai_generated":true,"unit":"iisd-002641#insight-4","date_modified":"2026-10-23"},{"text":"Post-harvest losses for cereals and legumes can be kept below 2% to 5% through the use of airtight containers and improved handling practices, such as precise harvest timing and drying.","ai_generated":true,"unit":"iisd-002641#insight-5","date_modified":"2026-10-23"},{"text":"Small and Medium Enterprises (SMEs) in rural areas, particularly in Africa, are critical for technology adoption and productivity because they provide bundled services including credit, training, and market links.","ai_generated":true,"unit":"iisd-002641#insight-6","date_modified":"2026-10-23"},{"text":"There is a critical lack of gender-disaggregated data in agricultural research; only about 10% of analyzed documents accounted for gender differences in intervention outcomes.","ai_generated":true,"unit":"iisd-002641#insight-7","date_modified":"2026-10-23"},{"text":"Africa is the region with the most urgent need for additional resources, as it is expected to concentrate more than half of the world's undernourished population by 2030.","ai_generated":true,"unit":"iisd-002641#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","sustainable agriculture","climate finance","water scarcity","agroforestry","biodiversity loss","Paris Agreement","smallholder","food security"],"geography_discussed":["Africa","South Asia","United States","Indonesia","India"],"frame_perspective":[],"analysis_type":["economic modeling","data synthesis","policy recommendation"]},{"id":"iisd-002170","url":"https://climateinsightsdirectory.org/document/iisd-002170","title":"Support to Fuel Consumption for Fisheries","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/support-to-fuel-consumption%20-fisheries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the prevalence and scale of fuel subsidies in the fisheries sector, highlighting a significant gap between reported WTO notifications and actual support levels. It finds that while both OECD and non-OECD countries use fuel tax concessions and direct price support to maintain fisher competitiveness and income stability, such measures often lead to unsustainable fishing levels. The brief emphasizes the need for greater transparency and the application of fossil fuel subsidy reform lessons to achieve sustainable fisheries management.","ai_generated":true,"unit":"iisd-002170#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fuel support is a major component of fisheries subsidies globally; one estimate for 2018 values total fisheries subsidies at USD 35.4 billion, with USD 7.7 billion specifically allocated to fuel, of which USD 5.9 billion was granted in developing countries.","ai_generated":true,"unit":"iisd-002170#insight-1","date_modified":"2026-10-23"},{"text":"Fuel support is widespread across both developed and developing nations. Among 29 OECD economies, nine use fuel tax concessions and one uses market price support, totaling approximately USD 330.8 million in 2017. Among 14 surveyed non-OECD economies, eight use either tax concessions or direct price support, totaling about USD 2.257 billion in 2017.","ai_generated":true,"unit":"iisd-002170#insight-2","date_modified":"2026-10-23"},{"text":"China and Indonesia provide the largest amounts of fuel support among non-OECD economies, with China's direct fuel support amounting to approximately USD 2 billion and Indonesia's fuel tax exemptions reaching USD 133 million.","ai_generated":true,"unit":"iisd-002170#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency and a disparity in data reporting within the WTO. Many fuel subsidies are missing from ASCM notifications, as members often use a restrictive definition of 'specificity' or implement universal pricing policies that are not accounted for in fisheries discussions.","ai_generated":true,"unit":"iisd-002170#insight-4","date_modified":"2026-10-23"},{"text":"While governments use fuel subsidies to protect fishers' incomes and competitiveness against oil price volatility, evidence suggests these measures are the least likely to support long-term income and may instead encourage unsustainable production levels.","ai_generated":true,"unit":"iisd-002170#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance"],"geography_discussed":["People's Republic of China","Indonesia","India","Mexico","Brazil","Costa Rica","Canada","Norway"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","data synthesis"]}]}