{"query_echo":{"q":"","filters":{"geography":["Congo Basin"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Congo Basin' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":88,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Congo+Basin&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Congo+Basin&page=4","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":"fordecl-000065","url":"https://climateinsightsdirectory.org/document/fordecl-000065","title":"Kemajuan Deklarasi Hutan New York Melindungi dan Merestorasi Hutan","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"id","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2019/09/2019NYDFReport_ES_BH.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2019 executive summary reports that the New York Declaration on Forests (NYDF) is unlikely to meet its 2020 targets, as tropical deforestation continues at an unsustainable rate. While political will for restoration has increased, implementation is slow and often occurs outside natural forests. The report highlights that agricultural expansion remains the primary driver of forest loss, and that current financial and policy interventions are insufficient to catalyze systemic change.","ai_generated":true,"unit":"fordecl-000065#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2020 targets of the New York Declaration on Forests (NYDF) are nearly impossible to achieve, as tropical deforestation has continued at an unsustainable pace since 2014.","ai_generated":true,"unit":"fordecl-000065#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural commodity expansion is the leading cause of deforestation, with over 90% of global deforestation linked to agricultural commodities and urbanization in tropical regions.","ai_generated":true,"unit":"fordecl-000065#insight-2","date_modified":"2026-10-23"},{"text":"Loss of primary tropical rainforests increased by 44% compared to the 2002–2013 baseline, rising from 3.0 to 4.3 million hectares per year.","ai_generated":true,"unit":"fordecl-000065#insight-3","date_modified":"2026-10-23"},{"text":"Indonesia saw a significant slowdown in primary forest loss in 2017 and 2018, decreasing by more than 30% compared to the 2002–2016 average, though severe forest fires have recurred since 2015.","ai_generated":true,"unit":"fordecl-000065#insight-4","date_modified":"2026-10-23"},{"text":"Forest restoration efforts are lagging; as of April 2019, only 18% of the 2020 restoration goals (26.7 million hectares since 2000) have been evidenced in forests, despite 170.6 million hectares of combined commitments for 2020 and 2030 via the Bonn Challenge.","ai_generated":true,"unit":"fordecl-000065#insight-5","date_modified":"2026-10-23"},{"text":"Corporate commitments to eliminate deforestation are stagnating, with only 8% of companies having 'zero deforestation' commitments that cover all operations and supply chains.","ai_generated":true,"unit":"fordecl-000065#insight-6","date_modified":"2026-10-23"},{"text":"Green financing for forests is insufficient at USD 22 billion, and investments to stop deforestation in tropical countries represent less than 1.5% (USD 3.2 billion) of the USD 256 billion promised by multilateral institutions and donor countries for climate change mitigation since 2010.","ai_generated":true,"unit":"fordecl-000065#insight-7","date_modified":"2026-10-23"},{"text":"In the Democratic Republic of the Congo, shifting agriculture accounts for 70% of total tree cover loss and affects more than a quarter of forested land.","ai_generated":true,"unit":"fordecl-000065#insight-8","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest restoration","carbon sink","greenhouse gas emissions","climate finance","biodiversity","land use","Paris Agreement","agroforestry","afforestation"],"geography_discussed":["Brazil","Indonesia","Democratic Republic of the Congo","European Union","United States","Mekong region","Congo Basin"],"frame_perspective":[],"analysis_type":["progress assessment","policy evaluation"]},{"id":"fordecl-000068","url":"https://climateinsightsdirectory.org/document/fordecl-000068","title":"Avaliação do Progresso da Declaração de Nova Iorque sobre Florestas","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"pt","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2019/09/2019NYDFReport_ES_PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2019 five-year assessment of the New York Declaration on Forests (NYDF) concludes that achieving the 2020 goals of halving tropical deforestation and restoring 150 million hectares of degraded landscapes is likely impossible. Despite political commitments, tropical deforestation continues at an unsustainable rate, driven primarily by agricultural commodity expansion. While some progress is noted in Indonesia, significant losses persist in Latin America and the Brazilian Amazon. Restoration efforts have largely occurred outside natural forests, and financial investments in forest protection remain critically low compared to other climate mitigation efforts. The report emphasizes that systemic change requires coordinated action across supply chains, increased 'green' financing, stronger governance, and the recognition of indigenous land rights.","ai_generated":true,"unit":"fordecl-000068#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The goals of the New York Declaration on Forests (NYDF) for 2020, which included halving tropical deforestation and restoring 150 million hectares of degraded landscapes, are likely impossible to achieve as tropical deforestation has remained at an unsustainable rate since 2014.","ai_generated":true,"unit":"fordecl-000068#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural commodity expansion is the primary driver of deforestation, with over 90% of global deforestation linked to agricultural commodities and urbanization occurring in the tropics.","ai_generated":true,"unit":"fordecl-000068#insight-2","date_modified":"2026-10-23"},{"text":"Tropical primary forest loss increased by 44% compared to the 2002–2013 period, rising from 3.0 to 4.3 million hectares per year. Between 2014 and 2018, the average annual loss of tropical tree cover emitted 4.7 gigatonnes of carbon dioxide, exceeding the total 2017 greenhouse gas emissions of the European Union.","ai_generated":true,"unit":"fordecl-000068#insight-3","date_modified":"2026-10-23"},{"text":"Forest restoration progress is limited; of the 170.6 million hectares of restoration commitments made by countries, jurisdictions, and companies through the Bonn Challenge for 2020 and 2030, only 18% of the 2020 goal has been documented as implemented within forests (26.7 million hectares since 2000).","ai_generated":true,"unit":"fordecl-000068#insight-4","date_modified":"2026-10-23"},{"text":"Private sector commitments to eliminate deforestation from supply chains have stagnated over the last three years, and only 8% of companies with such commitments have a zero-deforestation pledge covering all operations and supply chains.","ai_generated":true,"unit":"fordecl-000068#insight-5","date_modified":"2026-10-23"},{"text":"Financial investment in forest protection is severely inadequate; since 2010, investments to stop deforestation in tropical countries represented less than 1.5% (USD 3.2 billion) of the USD 256 billion committed by developed country donors and multilateral institutions for climate mitigation.","ai_generated":true,"unit":"fordecl-000068#insight-6","date_modified":"2026-10-23"},{"text":"In the Democratic Republic of the Congo, shifting agriculture accounts for over 25% of all forested lands and is responsible for 70% of the country's total forest cover loss.","ai_generated":true,"unit":"fordecl-000068#insight-7","date_modified":"2026-10-23"}],"climate_tags":["forest restoration","carbon sink","greenhouse gas emissions","climate finance","biodiversity","land use"],"geography_discussed":["Latin America","Brazil","Indonesia","Democratic Republic of the Congo","Congo Basin","Mekong River","United States"],"frame_perspective":[],"analysis_type":["progress assessment","policy evaluation"]},{"id":"fordecl-000069","url":"https://climateinsightsdirectory.org/document/fordecl-000069","title":"Progreso en la Declaración de Nueva York sobre los Bosques","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"es","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2019/09/2019NYDFReport_ES_SP.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2019 five-year assessment of the New York Declaration on Forests (NYDF) concludes that the 2020 goals for reducing tropical deforestation and restoring landscapes are likely unattainable. Despite high political will, tropical deforestation continues at an unsustainable rate, driven primarily by agricultural commodity expansion. Restoration efforts have been slow and largely occur outside natural forests. The report highlights a critical lack of 'green' financing, inadequate corporate commitment implementation, and the need for stronger governance and recognition of indigenous land rights to achieve the 2030 targets.","ai_generated":true,"unit":"fordecl-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The goals of the New York Declaration on Forests (NYDF) for 2020 are likely impossible to achieve, as tropical deforestation has continued at an unsustainable rate since 2014.","ai_generated":true,"unit":"fordecl-000069#insight-1","date_modified":"2026-10-23"},{"text":"Tropical forest loss remains severe, with an average annual loss of tree cover between 2014 and 2018 equivalent to the size of the United Kingdom. Latin America continues to lose the most tree cover annually, and Brazilian Amazon deforestation rates surged by 88 percent in June 2019 compared to the previous year.","ai_generated":true,"unit":"fordecl-000069#insight-2","date_modified":"2026-10-23"},{"text":"The loss of irreplaceable primary tropical forests has increased by 44 percent relative to the 2002–2013 baseline, rising from 3.0 to 4.3 million hectares per year. Between 2014 and 2018, this annual loss emitted 4.7 gigatonnes of carbon dioxide, exceeding the total 2017 greenhouse gas emissions of the European Union.","ai_generated":true,"unit":"fordecl-000069#insight-3","date_modified":"2026-10-23"},{"text":"Forest restoration progress is significantly lagging; as of April 2019, only 18 percent of the 2020 restoration goal has been implemented (26.7 million hectares since 2000), despite 170.6 million hectares of commitments from 59 entities via the Bonn Challenge.","ai_generated":true,"unit":"fordecl-000069#insight-4","date_modified":"2026-10-23"},{"text":"Corporate efforts to eliminate deforestation from supply chains have stagnated over the last three years, with only 8 percent of companies having a total elimination commitment covering all operations and supply chains.","ai_generated":true,"unit":"fordecl-000069#insight-5","date_modified":"2026-10-23"},{"text":"Financial investment in forests is critically insufficient. Green financing for forests is below USD 22 trillion, and investments to stop deforestation in tropical countries represent less than 1.5 percent (USD 3.2 trillion) of the USD 256 trillion committed by developed countries and multilateral institutions for climate change mitigation since 2010.","ai_generated":true,"unit":"fordecl-000069#insight-6","date_modified":"2026-10-23"},{"text":"Socioeconomic factors, particularly poverty and population growth, drive forest loss. In the Democratic Republic of the Congo, shifting cultivation affects over 25 percent of forest lands and accounts for 70 percent of total forest cover loss.","ai_generated":true,"unit":"fordecl-000069#insight-7","date_modified":"2026-10-23"}],"climate_tags":["forest restoration","carbon sequestration","climate finance","greenhouse gas emissions","land use","biodiversity","Paris Agreement"],"geography_discussed":["Latin America","Brazil","Indonesia","Democratic Republic of the Congo","Congo Basin","Mekong region","European Union","United States"],"frame_perspective":[],"analysis_type":["progress assessment","policy evaluation"]},{"id":"fordecl-000174","url":"https://climateinsightsdirectory.org/document/fordecl-000174","title":"Progress on the New York Declaration on Forests","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2020/11/2019NYDFGoal3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that non-agricultural sectors continue to pose a significant risk to global forests, acting as 'drivers of drivers' where infrastructure like roads enables further clearing. Despite the adoption of the 'mitigation hierarchy' and new sustainability certifications, political inertia and the demand for minerals—driven by both industrialization and the transition to low-carbon technologies—threaten intact forests in the Amazon, Congo Basin, and Indonesia. The document highlights a trend of 'protected area downgrading, downsizing, and degazettement' (PADDD) to facilitate construction and notes that while biodiversity offsets are increasing, they often fail to reduce overall forest impacts.","ai_generated":true,"unit":"fordecl-000174#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Non-agricultural sectors like mining and infrastructure often act as 'drivers of drivers', where the construction of roads and complementary infrastructure facilitates further migration and forest-clearing for agriculture or settlements.","ai_generated":true,"unit":"fordecl-000174#insight-1","date_modified":"2026-10-23"},{"text":"Extractive activities overlap significantly with high-value conservation areas: 44% of large-scale mines are in forests, 77% of forest mines are within 50km of a protected area, and 19% of remaining intact forest landscapes overlap with mining, oil, and gas concessions.","ai_generated":true,"unit":"fordecl-000174#insight-2","date_modified":"2026-10-23"},{"text":"The global transition to renewable energy is expected to increase the demand for mined minerals like lithium, graphite, and nickel, potentially driving exploration and road construction into remote forest areas.","ai_generated":true,"unit":"fordecl-000174#insight-3","date_modified":"2026-10-23"},{"text":"There is a growing trend of 'protected area downgrading, downsizing, and degazettement' (PADDD) to facilitate infrastructure and mining, notably in Brazil where the administration announced intentions to subject over 60 protected areas to this process.","ai_generated":true,"unit":"fordecl-000174#insight-4","date_modified":"2026-10-23"},{"text":"Environmental Impact Assessments (EIAs) are often ineffective due to data omissions or failure to account for secondary impacts; for example, a review of 236 monitoring practices in Minas Gerais, Brazil, found they met only 32% of best-practice technical requirements.","ai_generated":true,"unit":"fordecl-000174#insight-5","date_modified":"2026-10-23"},{"text":"While the number of countries with biodiversity offset policies nearly doubled between 2000 and 2017, these projects often do little to reduce overall forest impacts due to issues with ecological effectiveness and longevity.","ai_generated":true,"unit":"fordecl-000174#insight-6","date_modified":"2026-10-23"},{"text":"New industry-led certification schemes, such as the Initiative for Responsible Mining (IRMA) and the Aluminium Stewardship Initiative (ASI), are emerging to promote sustainability and the application of the mitigation hierarchy.","ai_generated":true,"unit":"fordecl-000174#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","mining","renewable energy","environmental impact assessment","indigenous rights"],"geography_discussed":["Amazon basin","Congo Basin","Indonesia","Brazil","Peru","Democratic Republic of the Congo","Ghana","Zambia","Zimbabwe","People's Republic of China","Ecuador","Minas Gerais","Kalimantan","Papua"],"frame_perspective":[],"analysis_type":["progress assessment","policy analysis","environmental impact analysis"]},{"id":"fordecl-000175","url":"https://climateinsightsdirectory.org/document/fordecl-000175","title":"Progress on the New York Declaration on Forests Goal 4 Assessment","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2020/11/2019NYDFGoal4.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the drivers of basic-needs deforestation, such as subsistence farming and woodfuel collection, and evaluates interventions like formalization, clean cooking technology, and REDD+ funding. It highlights the difficulty of measuring progress due to data gaps and emphasizes that successful interventions require social safeguards and good governance to protect livelihoods while reducing forest loss.","ai_generated":true,"unit":"fordecl-000175#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Measuring progress toward Goal 4 is hindered by a lack of data on how poverty and sustainable development interventions specifically impact forests, as most such programs do not track forest-related outcomes.","ai_generated":true,"unit":"fordecl-000175#insight-1","date_modified":"2026-10-23"},{"text":"The most prevalent basic-needs activities driving forest loss are wood harvesting and small-scale crop production, with regional variations: shifting agriculture causes 93 percent of tree cover loss in Africa compared to 24 percent in Latin America.","ai_generated":true,"unit":"fordecl-000175#insight-2","date_modified":"2026-10-23"},{"text":"Socioeconomic pressures, including a lack of non-forest livelihood alternatives, population growth, and insecure land tenure, drive unsustainable forest use. In the Congo Basin, small-scale forest clearing for agriculture accounts for 84 percent of forest-loss area.","ai_generated":true,"unit":"fordecl-000175#insight-3","date_modified":"2026-10-23"},{"text":"Formalization of informal activities can reduce forest loss if combined with secure property rights and good governance, but poorly implemented formalization may lead to negative outcomes, such as turning informal producers into illegal operators.","ai_generated":true,"unit":"fordecl-000175#insight-4","date_modified":"2026-10-23"},{"text":"Clean cooking technologies can reduce fuel use by 30-60 percent, relieving pressure on forests. While financing increased by 36 percent from 2016 to USD 40 million in 2017, this represents only 1 percent of the USD 4 billion needed for universal access by 2030.","ai_generated":true,"unit":"fordecl-000175#insight-5","date_modified":"2026-10-23"},{"text":"Artisanal and small-scale mining is increasing in areas like the Peruvian Amazon, where it caused nearly 100,000 hectares of deforestation between 1984 and 2017, with 53 percent of that loss occurring since 2011.","ai_generated":true,"unit":"fordecl-000175#insight-6","date_modified":"2026-10-23"},{"text":"Under REDD+ programs, 16 countries have committed roughly USD 3.5 billion to support livelihood alternatives to basic-needs forest loss, though these funds have not yet been distributed as programs have not gone into effect.","ai_generated":true,"unit":"fordecl-000175#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","clean cooking","land tenure","Reducing emissions from deforestation and forest degradation","poverty reduction","sustainable development"],"geography_discussed":["Africa","Latin America","South Asia","East Africa","Congo Basin","Malawi","Democratic Republic of the Congo","Central African Republic","Indonesia","Haiti","Peru","Guatemala","Tanzania","Kenya","India","Brazil","Guyana"],"frame_perspective":[],"analysis_type":["progress assessment","literature review","case study"]},{"id":"fordecl-000179","url":"https://climateinsightsdirectory.org/document/fordecl-000179","title":"Protecting and Restoring Forests","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://forestdeclaration.org/images/uploads/resource/2019NYDFReport.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2019 NYDF Progress Assessment finds that the world is not on track to meet its 2020 targets to halve tropical deforestation and restore 150 million hectares of degraded land. Global gross tree cover loss increased by 43% since the declaration, with a particularly alarming 44% acceleration in the loss of irreplaceable humid tropical primary forests. While some progress is noted in Indonesia, where primary forest loss dropped by over 30% in 2017-18, overall trends are negative. Restoration efforts are largely occurring outside of natural forests, and only 18% of the 2020 restoration goal has been realized. The report highlights a critical funding gap, noting that 'grey' finance for agriculture is 15 times higher than 'green' finance for forests, and that forest-related climate finance represents only 1.5% of total multilateral commitments. Governance remains a significant barrier, with nearly half of tropical deforestation being illegal and indigenous land rights remaining largely unrecognized.","ai_generated":true,"unit":"fordecl-000179#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global rate of gross tree cover loss has increased by 43% since the endorsement of the New York Declaration on Forests, moving away from the goal of halving the rate by 2020.","ai_generated":true,"unit":"fordecl-000179#insight-1","date_modified":"2026-10-23"},{"text":"Loss of irreplaceable humid tropical primary forests has accelerated by 44% since 2014, increasing from 3.0 to 4.3 million hectares per year.","ai_generated":true,"unit":"fordecl-000179#insight-2","date_modified":"2026-10-23"},{"text":"Annual carbon dioxide emissions from tropical tree cover loss are now equivalent to the total greenhouse gas emissions of the European Union, with 43% of these emissions occurring in primary forests.","ai_generated":true,"unit":"fordecl-000179#insight-3","date_modified":"2026-10-23"},{"text":"Only 18% of the 2020 goal to restore 150 million hectares of forest landscapes has been realized, with only 26.7 million hectares documented as restored since 2000.","ai_generated":true,"unit":"fordecl-000179#insight-4","date_modified":"2026-10-23"},{"text":"Restoration efforts are disproportionately occurring outside of natural forests; a pilot study of the Mekong region found that 75% of tree cover gain happened on non-forest lands (croplands, shrublands) compared to 25% inside forests.","ai_generated":true,"unit":"fordecl-000179#insight-5","date_modified":"2026-10-23"},{"text":"In Indonesia, primary forest loss decreased by more than 30% in 2017 and 2018 compared to the 2002–16 average, attributed to a combination of government moratoria, private sector action, and wetter weather.","ai_generated":true,"unit":"fordecl-000179#insight-6","date_modified":"2026-10-23"},{"text":"Private sector commitments to eliminate deforestation from supply chains are insufficient; only 8% of assessed companies have zero-deforestation commitments that cover all operations and supply chains.","ai_generated":true,"unit":"fordecl-000179#insight-7","date_modified":"2026-10-23"},{"text":"There is a severe imbalance in financial flows, with 'grey' development finance for agriculture in deforestation countries being 15 times greater than 'green' climate mitigation finance for forestry.","ai_generated":true,"unit":"fordecl-000179#insight-8","date_modified":"2026-10-23"},{"text":"Forests receive a very small fraction of global climate finance, accounting for less than 1.5% (USD 3.2 billion) of the USD 256 billion committed by developed country donors and multilateral institutions since 2010.","ai_generated":true,"unit":"fordecl-000179#insight-9","date_modified":"2026-10-23"},{"text":"Forest governance is weak, with approximately 49% of tropical deforestation worldwide continuing to be illegal.","ai_generated":true,"unit":"fordecl-000179#insight-10","date_modified":"2026-10-23"},{"text":"Indigenous peoples and local communities manage at least 22% of the total carbon stored in forests across 52 tropical and subtropical countries, yet their land rights remain largely unrecognized.","ai_generated":true,"unit":"fordecl-000179#insight-11","date_modified":"2026-10-23"},{"text":"In the Congo Basin, shifting agriculture is the primary driver of tree cover loss, accounting for 84% of loss in the region and 93% in the Democratic Republic of the Congo.","ai_generated":true,"unit":"fordecl-000179#insight-12","date_modified":"2026-10-23"}],"climate_tags":["carbon sequestration","sustainable finance","Reducing emissions from deforestation and forest degradation","afforestation","reforestation","agroforestry","climate change mitigation","climate change adaptation","biodiversity loss"],"geography_discussed":["Brazil","People's Republic of China","Indonesia","El Salvador","Malawi","Congo Basin","Mekong region","Democratic Republic of the Congo","European Union"],"frame_perspective":[],"analysis_type":["progress assessment","biophysical analysis","socioeconomic analysis","policy review"]},{"id":"fordecl-000180","url":"https://climateinsightsdirectory.org/document/fordecl-000180","title":"Protecting and Restoring Forests","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2022/08/2019NYDFReport-low-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2019 NYDF Progress Assessment finds that the world is not on track to meet its 2020 targets to halve tropical deforestation and restore 150 million hectares of degraded land. While some regional successes exist, such as a reduction in primary forest loss in Indonesia, global gross tree cover loss has increased by 43% since 2014. The report highlights a critical gap in finance, noting that 'green' finance for forests is dwarfed by 'grey' finance for agriculture, and argues that current corporate and government actions are too isolated and lack the ambition needed for systemic change.","ai_generated":true,"unit":"fordecl-000180#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global progress toward ending the loss of natural forests has not been achieved; instead, the global rate of gross tree cover loss increased by 43% since the NYDF was endorsed.","ai_generated":true,"unit":"fordecl-000180#insight-1","date_modified":"2026-10-23"},{"text":"The loss of irreplaceable humid tropical primary forests has accelerated by 44% since 2014, rising from 3.0 to 4.3 million hectares per year.","ai_generated":true,"unit":"fordecl-000180#insight-2","date_modified":"2026-10-23"},{"text":"Annual carbon dioxide emissions from tropical tree cover loss between 2014 and 2018 averaged 4.7 gigatons, exceeding the total 2017 greenhouse gas emissions of the European Union.","ai_generated":true,"unit":"fordecl-000180#insight-3","date_modified":"2026-10-23"},{"text":"The 2020 goal to restore 150 million hectares of forest landscapes will not be met, with only 18% (26.7 million hectares) documented as restored since 2000.","ai_generated":true,"unit":"fordecl-000180#insight-4","date_modified":"2026-10-23"},{"text":"A pilot study of the Mekong region indicates that most tree cover gain since 2010 occurred outside of forests (on croplands and shrublands), while the region still experienced a net loss of natural forests.","ai_generated":true,"unit":"fordecl-000180#insight-5","date_modified":"2026-10-23"},{"text":"Corporate efforts to eliminate deforestation from agricultural supply chains are insufficient; none of the 350 most influential companies are on track to meet their 2020 commitments, and only 8% have commitments covering all operations and supply chains.","ai_generated":true,"unit":"fordecl-000180#insight-6","date_modified":"2026-10-23"},{"text":"In Indonesia, primary forest loss dropped by more than 30% in 2017 and 2018 compared to the 2002–16 average, attributed to a combination of government moratoria on peatlands, private sector action, and wetter weather.","ai_generated":true,"unit":"fordecl-000180#insight-7","date_modified":"2026-10-23"},{"text":"Extractive industries and infrastructure act as 'drivers of drivers,' where the direct footprint of mining or oil and gas is small, but the resulting roads enable further migration and agricultural clearing.","ai_generated":true,"unit":"fordecl-000180#insight-8","date_modified":"2026-10-23"},{"text":"Poverty and lack of livelihood alternatives drive forest loss in regions like the Congo Basin, where shifting agriculture accounts for 70% of total tree cover loss in the Democratic Republic of the Congo.","ai_generated":true,"unit":"fordecl-000180#insight-9","date_modified":"2026-10-23"},{"text":"There is a severe imbalance in finance: public international finance for agriculture in deforestation countries is 15 times higher than climate mitigation finance specifically for forestry.","ai_generated":true,"unit":"fordecl-000180#insight-10","date_modified":"2026-10-23"},{"text":"Green finance for forests is significantly lower than for other climate sectors; since 2010, the renewables sector received over 100 times more financial commitments than forests.","ai_generated":true,"unit":"fordecl-000180#insight-11","date_modified":"2026-10-23"},{"text":"Forest governance improvements are too slow, with approximately 49% of tropical deforestation remaining illegal due to corruption, weak enforcement, and insecure tenure.","ai_generated":true,"unit":"fordecl-000180#insight-12","date_modified":"2026-10-23"},{"text":"Indigenous peoples and local communities manage at least 22% of the total carbon stored in tropical forests, yet a significant portion of their customary land rights remain unrecognized.","ai_generated":true,"unit":"fordecl-000180#insight-13","date_modified":"2026-10-23"}],"climate_tags":["deforestation","carbon sequestration","climate finance","Reducing emissions from deforestation and forest degradation","agroforestry","afforestation","sustainable finance","biodiversity","land-use change"],"geography_discussed":["Brazil","Indonesia","People's Republic of China","Democratic Republic of the Congo","Congo Basin","El Salvador","Malawi","European Union","United States"],"frame_perspective":[],"analysis_type":["progress assessment","biophysical analysis","socioeconomic analysis","policy evaluation"]},{"id":"wmbco-000004","url":"https://climateinsightsdirectory.org/document/wmbco-000004","title":"Businesses call for deeper partnership to build a more forest positive future","publisher":{"name":"We Mean Business Coalition","organization":"we-mean-business-coalition"},"document_type":"statement","language":"en","date_published":"2019-08-30","source_url":"https://www.wemeanbusinesscoalition.org/what-we-do/for-policymakers/coalition-led-advocacy-interventions-from-business/statement-in-response-to-amazon-fires/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that halting deforestation is essential to limiting global temperature rise to 1.5 degrees Celsius and calls for deeper collaboration between governments, the private sector, and civil society. It highlights that over 40% of global deforestation is driven by agricultural expansion for commodities like soybeans, cattle, palm oil, rubber, and cocoa. The authors advocate for the inclusion of farmers and producers in solutions and cite the Soy Moratorium in Brazil and the Palm Oil Moratorium in Indonesia as successful models where agricultural production increased while deforestation decreased.","ai_generated":true,"unit":"wmbco-000004#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Intergovernmental Panel on Climate Change indicates that maintaining a temperature limit of 1.5 degrees Celsius is impossible without an end to deforestation.","ai_generated":true,"unit":"wmbco-000004#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural expansion for commodities—specifically soybeans, cattle, palm oil, rubber, and cocoa—is responsible for more than 40% of deforestation worldwide.","ai_generated":true,"unit":"wmbco-000004#insight-2","date_modified":"2026-10-23"},{"text":"The Soy Moratorium in Brazil and the Palm Oil Moratorium in Indonesia serve as successful examples where deforestation declined while agricultural production increased.","ai_generated":true,"unit":"wmbco-000004#insight-3","date_modified":"2026-10-23"},{"text":"Effective solutions to deforestation require the active engagement of farmers and producers who are at the base of global supply chains.","ai_generated":true,"unit":"wmbco-000004#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","climate change mitigation"],"geography_discussed":["Indonesia","Congo Basin","Southeast Asia","Panama","Belgium"],"frame_perspective":[],"analysis_type":["policy advocacy"]},{"id":"client-000866","url":"https://climateinsightsdirectory.org/document/client-000866","title":"Republic of Congo: five priorities for developing community forestry laws","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"briefing","language":"en","date_published":"2019-08","source_url":"https://www.clientearth.org/media/jhsfpku2/republic-of-congo-five-priorities-for-developing-community-forestry-laws-coll-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Republic of Congo is revising its forest legislation to include community forestry for the first time. ClientEarth identifies five priority areas for the new legal framework: clear land and forest tenure rights, accessible allocation processes, principles for community governance, simple management rules, and equitable benefit-sharing mechanisms. The briefing emphasizes that current proposals lack precision in these areas and calls for an inclusive, participatory drafting process involving local communities and indigenous populations to avoid implementation challenges and elite capture.","ai_generated":true,"unit":"client-000866#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Republic of Congo's current forest legislation does not cover the establishment of community forests, and existing community development areas (CDAs) are insufficient because they depend on logging companies and end when the concession expires.","ai_generated":true,"unit":"client-000866#insight-1","date_modified":"2026-10-23"},{"text":"The first priority for the legal framework is establishing clear land and forest tenure rights, specifically recognizing the rights of local communities and indigenous peoples (LCIPs) regardless of whether their customary rights are formally recognized, and requiring free prior and informed consent (FPIC).","ai_generated":true,"unit":"client-000866#insight-2","date_modified":"2026-10-23"},{"text":"The second priority is the creation of accessible forest allocation processes that are simple and inexpensive, as current proposals are unclear regarding the types of legal entities communities can form and the specific steps, criteria, and timescales for application.","ai_generated":true,"unit":"client-000866#insight-3","date_modified":"2026-10-23"},{"text":"The third priority involves setting clear principles for community governance to ensure transparency, accountability, and dispute resolution, while allowing local actors to determine specific implementation details and ensuring the participation of women, youth, and migrants.","ai_generated":true,"unit":"client-000866#insight-4","date_modified":"2026-10-23"},{"text":"The fourth priority is the development of simple management rules that empower communities to design their own forest management plans, with technical requirements adapted to the community context and explicit provisions for regulated third-party support.","ai_generated":true,"unit":"client-000866#insight-5","date_modified":"2026-10-23"},{"text":"The fifth priority is ensuring equitable benefit-sharing mechanisms to prevent elite capture and discrimination against women and indigenous peoples, requiring transparency and a monitoring system for how funds are used.","ai_generated":true,"unit":"client-000866#insight-6","date_modified":"2026-10-23"},{"text":"A successful legal framework requires an inclusive and participatory drafting process involving a broad range of stakeholders to ensure the laws are fit for purpose and to secure buy-in from those who will apply them.","ai_generated":true,"unit":"client-000866#insight-7","date_modified":"2026-10-23"}],"climate_tags":["indigenous people","forest management"],"geography_discussed":["Gabon","Nepal","Tanzania","Philippines","Congo Basin"],"frame_perspective":[],"analysis_type":["policy analysis","legal analysis"]},{"id":"glorespar-000107","url":"https://climateinsightsdirectory.org/document/glorespar-000107","title":"Stepping Up Action on Building Climate Resilient Agriculture and Food Systems in Africa","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2019-03-18","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/11/outcomes-from-the-day-message-and-actions-for-unsgs-climate-action-summit.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines outcomes from an event held during Africa Climate Week 2019 in Ghana, focusing on scaling up resilience in African agriculture. It emphasizes the need for nature-based solutions, the centrality of smallholder farmers, and the urgent requirement for climate finance to reach local levels, particularly in least developed countries. The document proposes specific actions for the UN Secretary-General's Climate Action Summit, including halting land degradation, implementing early warning-early action systems, and integrating climate risk analysis into National Determined Contributions (NDCs) and National Adaptation Plans (NAPs).","ai_generated":true,"unit":"glorespar-000107#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Large-scale restoration and nature-based solutions are critical for building climate resilience and meeting the global food demand increase of 49% by 2050.","ai_generated":true,"unit":"glorespar-000107#insight-1","date_modified":"2026-10-23"},{"text":"Climate finance must be redirected to reach local levels, with a target that over 75% of funds from international and national institutions reach smallholder farmers and agribusinesses in least developed countries (LDCs).","ai_generated":true,"unit":"glorespar-000107#insight-2","date_modified":"2026-10-23"},{"text":"Early Warning Early Action (EWEA) and Forecast based Finance (FbF) are essential tools to shift from reactive to proactive disaster management, protecting livelihoods and development gains.","ai_generated":true,"unit":"glorespar-000107#insight-3","date_modified":"2026-10-23"},{"text":"Smallholder farmers, including fishers and pastoralists, must be central to transformative changes, requiring support to strengthen their technical and financial capacities alongside traditional knowledge.","ai_generated":true,"unit":"glorespar-000107#insight-4","date_modified":"2026-10-23"},{"text":"Climate risk analyses are necessary to bridge the gap between high-level planning (NDCs and NAPs) and actual implementation for resilient farmers' livelihoods.","ai_generated":true,"unit":"glorespar-000107#insight-5","date_modified":"2026-10-23"},{"text":"The African Development Bank announced a USD 20 billion funding package for 2020-2026, with 40% allocated to climate-related activities.","ai_generated":true,"unit":"glorespar-000107#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food system","nature-based solutions","agroforestry","climate finance","land degradation","early warning system","Nationally Determined Contributions","national adaptation plan","smallholder","Climate risk assessment","biodiversity","carbon sink"],"geography_discussed":["Ghana","Sahara","Sahel","Congo Basin"],"frame_perspective":[],"analysis_type":["policy recommendation","outcome report"]},{"id":"client-000458","url":"https://climateinsightsdirectory.org/document/client-000458","title":"Communities at the heart of forest management: How can the law make a difference?","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"report","language":"en","date_published":"2019-02","source_url":"https://www.clientearth.org/media/mr2f3x3k/communities-at-the-heart-of-forest-management-ce-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies ten 'building blocks' for enabling community forestry laws, emphasizing the need for secure tenure, simple allocation processes, and inclusive governance. Through case studies of Nepal, the Philippines, and Tanzania, it argues that legal frameworks should be supportive rather than restrictive, iterative in design, and coherent across multiple sectors to ensure sustainable forest management and improved local livelihoods.","ai_generated":true,"unit":"client-000458#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Successful community forestry requires an enabling regulatory framework characterized by secure tenure, strong governance, viable technology, adequate market knowledge, and a supportive bureaucracy.","ai_generated":true,"unit":"client-000458#insight-1","date_modified":"2026-10-23"},{"text":"The report identifies ten essential 'building blocks' for legal frameworks: land and forest tenure, allocation of community forests, internal community governance, participation of vulnerable groups, forest management rules, market access, benefit sharing, conflict resolution, enforcement, and external support.","ai_generated":true,"unit":"client-000458#insight-2","date_modified":"2026-10-23"},{"text":"Statutory recognition of land and forest tenure is a strong enabling factor that encourages long-term forest stewardship by preventing community dispossession.","ai_generated":true,"unit":"client-000458#insight-3","date_modified":"2026-10-23"},{"text":"In Nepal, the creation of independent Community Forest User Groups (CFUGs) as legal entities has provided communities with significant autonomy from state administration, allowing them to remain resilient even during periods of state dysfunction.","ai_generated":true,"unit":"client-000458#insight-4","date_modified":"2026-10-23"},{"text":"The Philippines' Community-Based Forest Management (CBFM) system has faced challenges due to a lack of primary legislation, relying instead on a 'plethora of administrative issuances' that are unstable and vulnerable to political pressure.","ai_generated":true,"unit":"client-000458#insight-5","date_modified":"2026-10-23"},{"text":"Gender-focused legal provisions in Nepal, such as requiring 50% of Executive Committee positions to be held by women, have led to approximately 1,000 women-only-led community forests and increased female leadership in broader local government.","ai_generated":true,"unit":"client-000458#insight-6","date_modified":"2026-10-23"},{"text":"Complex and overly technical requirements for forest management plans can hinder access to community forestry; in the Philippines, it is estimated that fewer than 50% of CBFM agreement holders have completed their plans.","ai_generated":true,"unit":"client-000458#insight-7","date_modified":"2026-10-23"},{"text":"Centralization of the allocation process in the Philippines, requiring final approval from central offices in Manila regardless of area size, has increased allocation time and distanced decision-making from local realities.","ai_generated":true,"unit":"client-000458#insight-8","date_modified":"2026-10-23"},{"text":"Effective community forestry laws should be iterative and participatory, utilizing 'action learning' to refine regulations based on empirical evidence and stakeholder feedback, as demonstrated by Nepal's policy evolution since 1988.","ai_generated":true,"unit":"client-000458#insight-9","date_modified":"2026-10-23"}],"climate_tags":["land tenure","indigenous rights","deforestation","environmental law"],"geography_discussed":["Congo Basin"],"frame_perspective":[],"analysis_type":["comparative legal analysis","case study"]},{"id":"cdkn-000928","url":"https://climateinsightsdirectory.org/document/cdkn-000928","title":"Climate models: What they show us and how they can be used in planning","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2016-12","source_url":"https://cdkn.org/sites/default/files/files/FCFA_Climate_Models_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document provides a guide on Global Climate Models (GCMs), distinguishing them from weather forecasts and explaining how they use socio-economic scenarios to project long-term climate trends. It emphasizes that while GCMs have coarse resolution and struggle with localized rainfall patterns—especially in Africa due to data gaps and complex features like the Congo Basin—they are sufficient for strategic planning over 5 to 40 years. The brief warns against the 'myth' that downscaled projections are inherently better, noting that additional manipulation can increase uncertainty.","ai_generated":true,"unit":"cdkn-000928#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global Climate Models (GCMs) simulate complex interactions between the atmosphere, oceans, land surface, polar ice sheets, and the sun using physical laws and mathematical equations.","ai_generated":true,"unit":"cdkn-000928#insight-1","date_modified":"2026-10-23"},{"text":"GCMs rely on socio-economic scenarios to account for uncertainty in future human activities and greenhouse gas emissions, as different paths (e.g., carbon-intensive vs. emission reduction) lead to different climate outcomes.","ai_generated":true,"unit":"cdkn-000928#insight-2","date_modified":"2026-10-23"},{"text":"The reliability of GCMs is validated by their ability to accurately predict historical climate trends and large-scale weather patterns, though this process is hindered in parts of Africa by a lack of historical weather observations.","ai_generated":true,"unit":"cdkn-000928#insight-3","date_modified":"2026-10-23"},{"text":"Temperature is easier for GCMs to project than rainfall because rainfall is influenced by more localized factors, such as mountains and forest basins like the Congo, and the El Niño Southern Oscillation, which models cannot skillfully simulate.","ai_generated":true,"unit":"cdkn-000928#insight-4","date_modified":"2026-10-23"},{"text":"GCM projections are suitable for medium- to long-term planning (5–40 years), such as designing irrigation schemes or strategic agricultural shifts to early maturing crops, whereas short-term decisions rely on weather forecasts.","ai_generated":true,"unit":"cdkn-000928#insight-5","date_modified":"2026-10-23"},{"text":"Using an 'ensemble of models' (multiple models under the same scenario) provides a more robust 'envelope' of projected change than relying on a single figure.","ai_generated":true,"unit":"cdkn-000928#insight-6","date_modified":"2026-10-23"},{"text":"High-resolution or 'downscaled' projections are not necessarily superior to GCMs; because they are contingent on GCM outputs, further manipulation can increase the 'cascade of uncertainty' and provide a false sense of precision.","ai_generated":true,"unit":"cdkn-000928#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change scenario","greenhouse gas emissions","climate variability","climate finance","food security","El Niño southern oscillation"],"geography_discussed":["Congo Basin","Malawi","Tanzania","Germany","United States","United Kingdom"],"frame_perspective":[],"analysis_type":["policy brief","technical guide"]},{"id":"ucs-001178","url":"https://climateinsightsdirectory.org/document/ucs-001178","title":"The Lacey Act\u001a Effectiveness in Reducing Illegal Wood Imports","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2015-10","source_url":"https://www.ucs.org/sites/default/files/attach/2015/10/ucs-lacey-report-2015.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that U.S. imports of illegal wood declined by 32% to 44% since the 2008 Lacey Act amendments, with China accounting for two-thirds of this reduction. While the law contributed to this decline, it has not eliminated illegal imports, which were estimated at $2.8 billion in 2013. The report highlights that the reduction was driven more by U.S. buyers avoiding high-risk products and countries rather than discriminating between legal and illegal wood within the same product category.","ai_generated":true,"unit":"ucs-001178#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"U.S. imports of illegally sourced wood products decreased by an estimated 32% to 44% in roundwood equivalent (RWE) volume between 2007 and 2013. The 32% figure represents a baseline analysis of total imports from high-risk countries, while the 44% figure includes assumed discrimination by buyers in China, Indonesia, and Vietnam.","ai_generated":true,"unit":"ucs-001178#insight-1","date_modified":"2026-10-23"},{"text":"China was the primary driver of the overall reduction in illegal wood imports, accounting for approximately two-thirds of the decline. This was largely due to a shift in China's own sourcing; the proportion of Chinese imports of logs and sawn wood from high-risk countries dropped from over 80% in 2007 to 45% in 2013.","ai_generated":true,"unit":"ucs-001178#insight-2","date_modified":"2026-10-23"},{"text":"Despite the overall decline, significant volumes of illegal wood still enter the U.S. In 2013, these imports were estimated at 4.7 million cubic meters RWE, with a value of approximately $2.8 billion. China, Indonesia, and Vietnam combined for 78% of these estimated illegal imports.","ai_generated":true,"unit":"ucs-001178#insight-3","date_modified":"2026-10-23"},{"text":"The proportion of U.S. wood imports originating from high-risk countries actually increased from 19% in 2007 to 27% in 2013. This trend is attributed to the housing market collapse affecting low-risk imports more severely and the growth of China as a supplier, rather than a failure of the Lacey Act to reduce illegality within those flows.","ai_generated":true,"unit":"ucs-001178#insight-4","date_modified":"2026-10-23"},{"text":"U.S. importers showed significant discrimination against high-risk product types from China. Specifically, imports of tropical plywood from China—perceived as higher risk—fell by nearly 90% between 2007 and 2013, dropping from 25% of Chinese plywood imports to just 4%.","ai_generated":true,"unit":"ucs-001178#insight-5","date_modified":"2026-10-23"},{"text":"The impact of the Lacey Act varied by country and product. In Indonesia, the proportion of paper imports likely coming from illegal natural forest conversion fell from 34% in 2007 to 2% in 2013. In Peru, tropical lumber imports decreased by over 70% between 2007 and 2010. Conversely, estimated illegal imports from Vietnam doubled due to a surge in wood furniture imports.","ai_generated":true,"unit":"ucs-001178#insight-6","date_modified":"2026-10-23"}],"climate_tags":["illegal logging","deforestation","forest degradation","climate change"],"geography_discussed":["People's Republic of China","Indonesia","Vietnam","Peru","Congo Basin","Malaysia","Brazil","Russia","Mexico","Canada","New Zealand","Gabon"],"frame_perspective":[],"analysis_type":["quantitative analysis","trade data analysis","policy effectiveness assessment"]},{"id":"client-000089","url":"https://climateinsightsdirectory.org/document/client-000089","title":"The legal framework for forest conversion in the Republic of Congo","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"report","language":"en","date_published":"2015-06","source_url":"https://www.clientearth.org/media/fjjd1sbo/2015-06-09-the-legal-framework-for-forest-conversion-in-the-republic-of-congo-ce-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the legal processes for converting forests in the Republic of Congo into agricultural or mining land. It highlights a critical lack of a national land-use plan, which leads to overlapping land use and insecurity. The document details the requirements for declassifying permanent forest estates and obtaining deforestation permits, while arguing that the rights of local communities and indigenous people (LCIP) are insufficiently protected. It also notes that the Voluntary Partnership Agreement (VPA) does not adequately cover the legality of conversion timber.","ai_generated":true,"unit":"client-000089#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Republic of Congo lacks a national land-use plan (NLUP), which results in exploitation permits being issued without reference to detailed planning documents, causing \"considerable overlapping land-usage across Congolese territory\", particularly between mining and forestry.","ai_generated":true,"unit":"client-000089#insight-1","date_modified":"2026-10-23"},{"text":"Forests in the permanent forest estate (PFE) cannot be converted for other purposes unless they undergo a declassification procedure to enter the non-permanent forest estate (NPFE). This process requires the project to be deemed of \"public utility\", a term not explicitly defined in forestry legislation but generally applied to agricultural and mining activities.","ai_generated":true,"unit":"client-000089#insight-2","date_modified":"2026-10-23"},{"text":"The declassification procedure for PFE forests requires the prior classification of an equivalent size area and the payment of a deforestation tax. It involves impact studies on ecosystems and living conditions, though the report notes that the \"recognition of the rights of LCIP are not yet provided for by law in the classification or declassification procedure\".","ai_generated":true,"unit":"client-000089#insight-3","date_modified":"2026-10-23"},{"text":"Agricultural projects on state public property, including the NPFE, typically require an \"express occupation permit\" issued by a decree from the Council of Ministers. The report notes a lack of clarity regarding the roles of the Ministry of Finance, Ministry of Land Affairs, and Ministry of Agriculture in this process.","ai_generated":true,"unit":"client-000089#insight-4","date_modified":"2026-10-23"},{"text":"Mining activities are governed by the Mining Code and require specific exploitation permits. While the code requires environmental impact assessments and compensation for landowners, the report finds that mining concessions are often located within the PFE in practice, despite the legal requirement for prior declassification.","ai_generated":true,"unit":"client-000089#insight-5","date_modified":"2026-10-23"},{"text":"To clear converted forest, operators must obtain a deforestation permit from the Minister of Water and Forests, pay a deforestation tax, and conduct an environmental impact assessment. The report argues that the issuance of these permits is largely at the Minister's discretion due to a lack of specific assessment criteria.","ai_generated":true,"unit":"client-000089#insight-6","date_modified":"2026-10-23"},{"text":"Conversion timber can generally be recovered by the company performing the deforestation and may be sold or exported, provided forest taxes are paid and the timber is primarily processed. However, the report identifies a \"legal loophole\" because the specific procedure for selling such timber is not detailed in legislation.","ai_generated":true,"unit":"client-000089#insight-7","date_modified":"2026-10-23"},{"text":"The Voluntary Partnership Agreement (VPA) legality matrices do not explicitly cover the land allocation procedures or the specific permits required for conversion timber, despite the VPA's general aim to cover all national sources of timber.","ai_generated":true,"unit":"client-000089#insight-8","date_modified":"2026-10-23"},{"text":"The rights of local communities and indigenous people (LCIP) are consistently under-recognised across land planning, declassification, and permit procedures. While Law n°5-2011 recognizes customary land rights, the report finds that the modalities for LCIP involvement in decision-making are often missing or non-mandatory.","ai_generated":true,"unit":"client-000089#insight-9","date_modified":"2026-10-23"}],"climate_tags":["deforestation","land-use planning","mining","indigenous rights","climate finance","environmental impact assessment"],"geography_discussed":["Congo Basin"],"frame_perspective":[],"analysis_type":["legal analysis","policy review"]},{"id":"cdkn-000115","url":"https://climateinsightsdirectory.org/document/cdkn-000115","title":"Financing readiness: insights from the Amazon Fund and Congo Basin Forest Funds' efforts to reduce emissions from deforestation and degradation","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-12-18","source_url":"https://cdkn.org/resource/financing-readiness-insights-from-the-amazon-fund-and-congo-basin-forest-funds-efforts-to-reduce-emissions-from-deforestation-and-degradation","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the evolution of 'readiness finance' for REDD+, arguing that the transition from readiness to performance-based support is not a static endpoint but requires ongoing investment in governance and institutions. Comparing the Amazon Fund and the Congo Basin Forest Fund (CBFF), the authors find that while both have funded policy and governance efforts, the level of support has been modest and coordination between regional REDD+ initiatives remains a challenge, particularly in the Congo Basin.","ai_generated":true,"unit":"cdkn-000115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The conceptualization of 'readiness' has shifted from a narrow focus on technical requirements to a broader scope including policy frameworks and the strengthening of governance systems regarding transparency, accountability, and inclusiveness.","ai_generated":true,"unit":"cdkn-000115#insight-1","date_modified":"2026-10-23"},{"text":"Both the Amazon Fund and the Congo Basin Forest Fund (CBFF) have provided relatively modest support for policy, governance, and the independent monitoring and verification of emission reductions.","ai_generated":true,"unit":"cdkn-000115#insight-2","date_modified":"2026-10-23"},{"text":"There is a persistent need for better coordination among REDD+ financing initiatives within the same region; while Brazil has established some institutional frameworks for this, such frameworks are significantly weaker in the Congo Basin countries.","ai_generated":true,"unit":"cdkn-000115#insight-3","date_modified":"2026-10-23"},{"text":"The authors argue against a static view of readiness with a fixed endpoint, suggesting instead that strengthening institutions and governance requires sustained investment that should continue into the performance-based phase of REDD+.","ai_generated":true,"unit":"cdkn-000115#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Reducing emissions from deforestation and forest degradation","forest conservation","climate finance","governance","deforestation","forest degradation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["comparative analysis","policy review"]},{"id":"fordecl-000154","url":"https://climateinsightsdirectory.org/document/fordecl-000154","title":"NEW YORK DECLARATION ON FORESTS Action Agenda","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2014-09-14","source_url":"https://forestdeclaration.org/wp-content/uploads/2021/08/NYDF_Action-Agenda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The New York Declaration on Forests Action Agenda provides a framework for governments, companies, indigenous peoples, and multilateral institutions to combat deforestation. It highlights significant progress, such as Brazil's 71% reduction in deforestation by 2013 and the adoption of zero-deforestation policies by major palm oil traders covering 60% of global trade. The agenda details specific roles for stakeholders, including the implementation of the Warsaw Framework for REDD+ and the commitment of indigenous peoples to protect 400 million hectares of forests. It also notes financial commitments from developed nations like Germany, Norway, and the UK to provide predictable REDD+ financing.","ai_generated":true,"unit":"fordecl-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forests are critical for climate stability and biodiversity, supporting up to 80% of terrestrial biodiversity and sequestering carbon, yet 13 million hectares are lost annually, with commodity production (soy, palm oil, beef, and paper) causing roughly half of this loss.","ai_generated":true,"unit":"fordecl-000154#insight-1","date_modified":"2026-10-23"},{"text":"Several nations have achieved measurable success in reducing forest loss: Brazil reduced deforestation by 71% compared to the 1996-2005 average by 2013, and Indonesia pledged to reduce greenhouse gas emissions by 26% by 2020 (or 41% with international support).","ai_generated":true,"unit":"fordecl-000154#insight-2","date_modified":"2026-10-23"},{"text":"The global palm oil trade is seeing a rapid shift toward zero-deforestation; major traders including Wilmar International, Golden Agri-Resources, and Cargill have adopted policies covering approximately 60% of global trade, which is estimated to reduce 400-450 million tons of CO2 per year by 2020.","ai_generated":true,"unit":"fordecl-000154#insight-3","date_modified":"2026-10-23"},{"text":"A global coalition of indigenous peoples from Indonesia, the Congo Basin, Central America, and the Amazon has pledged to protect and sustainably manage 400 million hectares of forests, storing more than 85 Gt of CO2.","ai_generated":true,"unit":"fordecl-000154#insight-4","date_modified":"2026-10-23"},{"text":"The Governors' Climate and Forest Task Force, representing 26 states and provinces covering 25% of tropical forests, pledged in the August 2014 Rio Branco Declaration to achieve an 80% reduction in deforestation by 2020, supported by results-based payments.","ai_generated":true,"unit":"fordecl-000154#insight-5","date_modified":"2026-10-23"},{"text":"Specific restoration targets have been set under the Bonn Challenge, with Ethiopia (22 million hectares), DRC (8 million hectares), Uganda (2.5 million hectares), and Guatemala (1.2 million hectares) making new pledges at the Summit.","ai_generated":true,"unit":"fordecl-000154#insight-6","date_modified":"2026-10-23"},{"text":"Developed nations, specifically Germany, Norway, and the United Kingdom, have signaled intent to provide predictable, sustainable financing for REDD+, including results-based payments for up to 20 new emission reduction programs by 2016.","ai_generated":true,"unit":"fordecl-000154#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest restoration","carbon sequestration","Reducing emissions from deforestation and forest degradation","climate finance","biodiversity conservation","indigenous rights","greenhouse gas emissions"],"geography_discussed":["Brazil","Indonesia","Congo Basin","Colombia","Mexico","Norway","Germany","Japan","Nepal","Liberia","Peru","Ethiopia","Democratic Republic of the Congo","Uganda","Guatemala","United Kingdom","France","Netherlands","Chile","Ghana","Vietnam"],"frame_perspective":[],"analysis_type":["policy framework","stakeholder commitment tracking"]},{"id":"ucs-001127","url":"https://climateinsightsdirectory.org/document/ucs-001127","title":"Historias de éxito en torno a la deforestación","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"es","date_published":"2014-06","source_url":"https://www.ucs.org/sites/default/files/2019-10/UCS-2014-DeforestationSuccessStories-Espanol-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes diverse strategies used by developing nations to protect tropical forests and reduce greenhouse gas emissions. It categorizes successes into those driven by planned policies (e.g., Brazil, India), those that yielded positive results despite deviating from economic theory (e.g., Mexico, Costa Rica), and those resulting from socioeconomic shifts (e.g., Central Africa, El Salvador). Key mechanisms identified include REDD+, payments for ecosystem services (PES), governance reforms, and industry moratoria.","ai_generated":true,"unit":"ucs-001127#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Brazil achieved some of the world's largest reductions in deforestation and emissions, with emissions from land-use change decreasing by 64% between 2001 and 2011. This success was driven by a combination of government action, such as the PPCDAm plan, and industry-led moratoria on soy and beef produced from deforested Amazonian lands.","ai_generated":true,"unit":"ucs-001127#insight-1","date_modified":"2026-10-23"},{"text":"India has successfully reversed its deforestation trend, with forest cover increasing to approximately 68 million hectares. This was largely achieved through the National Forest Policy Act of 1988 and the implementation of Joint Forest Management (JFM), which decentralized forest governance to local communities.","ai_generated":true,"unit":"ucs-001127#insight-2","date_modified":"2026-10-23"},{"text":"Mexico significantly reduced its primary forest loss rate from over 2% annually in the 1990s to 0.13% between 2005 and 2010. A key tool was the Payments for Environmental Services (PSA) program, which, despite not functioning exactly as market economists intended, encouraged forest management actions among landholders.","ai_generated":true,"unit":"ucs-001127#insight-3","date_modified":"2026-10-23"},{"text":"Costa Rica has transitioned toward becoming a carbon-neutral country by 2021, increasing its forest cover from roughly 20% in the late 1980s to over 50%. This was supported by the 1996 Forestry Law and the National Program of Payments for Environmental Services (PPSA), funded by a fuel tax.","ai_generated":true,"unit":"ucs-001127#insight-4","date_modified":"2026-10-23"},{"text":"In Vietnam, forest cover has increased since the 1990s despite rapid agricultural growth. This 'forest transition' is attributed to agricultural intensification by smallholders, decentralization of forest control, and the Payments for Forest Environmental Services (PFES) program established in 2004.","ai_generated":true,"unit":"ucs-001127#insight-5","date_modified":"2026-10-23"},{"text":"The Congo Basin in Central Africa has maintained a high forest cover and low deforestation rate, with rates halving between the 1990s and 2000s. This is attributed to a mix of new forest management policies and socioeconomic shifts, such as urbanization and a move toward extractive industries (oil and minerals) over agriculture.","ai_generated":true,"unit":"ucs-001127#insight-6","date_modified":"2026-10-23"},{"text":"El Salvador has seen a recovery in forest cover, with woody vegetation growing by 16% between 2001 and 2010. A distinctive factor in this recovery was the financial support from emigrants and remittances, which correlated with higher rates of forest recovery in specific areas.","ai_generated":true,"unit":"ucs-001127#insight-7","date_modified":"2026-10-23"},{"text":"Community-based projects in Madagascar (COFAV corridor) and Kenya (Kasigau corridor) have successfully reduced emissions through the sale of voluntary carbon credits and the creation of sustainable local economies. The COFAV reserve reduced CO2 emissions by approximately 2.2 million tons between 2007 and 2012.","ai_generated":true,"unit":"ucs-001127#insight-8","date_modified":"2026-10-23"},{"text":"In Tanzania and Mozambique, participatory forest management in the Miombo woodlands has helped protect ecosystems and reduce emissions, although these efforts have had limited impact on eliminating poverty for the most marginalized populations.","ai_generated":true,"unit":"ucs-001127#insight-9","date_modified":"2026-10-23"},{"text":"Technological advancements in remote sensing and satellite imagery (e.g., Global Forest Watch, INPE) have become critical for transparency, allowing authorities to identify specific landowners responsible for deforestation and remove them from global supply chains.","ai_generated":true,"unit":"ucs-001127#insight-10","date_modified":"2026-10-23"}],"climate_tags":["deforestation","reforestation","Reducing emissions from deforestation and forest degradation","carbon credit","land-use change","climate finance","biodiversity conservation","remote sensing","agroforestry","carbon sequestration"],"geography_discussed":["Brazil","Guyana","Madagascar","Kenya","India","Mexico","Vietnam","Costa Rica","Tanzania","Mozambique","Central Africa","El Salvador","Congo Basin","Democratic Republic of the Congo","Gabon","Cameroon"],"frame_perspective":[],"analysis_type":["case study","policy assessment"]},{"id":"saiia-001814","url":"https://climateinsightsdirectory.org/document/saiia-001814","title":"Emerging Insights into Governance and Sustainable Management of Africa’s Natural Ecosystems","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2014-05","source_url":"https://saiia.org.za/wp-content/uploads/2014/05/Policy-Briefing-95.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that African countries must integrate an ecosystem-based approach into economic planning to protect natural assets from pressures like population growth and extractive industries. It advocates for the use of ecological accounting and natural asset pricing to quantify the economic value of ecosystems, which often exceeds the value of their conversion for mining or farming. The brief recommends a multi-level governance system—combining national interdisciplinary coordination with local community co-management—and the adoption of innovative financing like Payment for Ecosystem Services (PES) and Blue Carbon frameworks. It emphasizes the need for rigorous environmental impact assessments (EIAs) and scientific spatial mapping to guide conservation priorities and regulate development in sensitive areas.","ai_generated":true,"unit":"saiia-001814#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human pressures and economic activities are compromising the resilience of Africa's ecosystems and their ability to provide vital services. Key drivers of habitat destruction include population growth, economic development, urbanisation, energy demand, new infrastructure projects, and the expansion of large-scale commercial aquaculture and agriculture.","ai_generated":true,"unit":"saiia-001814#insight-1","date_modified":"2026-10-23"},{"text":"The discovery of oil, coal, and gas has led to increased exploration and mining in ecologically sensitive areas across Africa. Specific examples include wetlands and estuaries in Nigeria, Guinea-Bissau, and Mozambique; mangrove areas and fisheries breeding grounds in Lamu, northern Kenya; dune forests and the Karoo in South Africa; and the Congo Basin rainforest and Virunga National Park in east Africa.","ai_generated":true,"unit":"saiia-001814#insight-2","date_modified":"2026-10-23"},{"text":"Econometric models indicate that the total economic value of sustainably managed ecosystems is higher than the value gained from converting them into intensive practices such as logging, mining, or farming. Natural asset accounting and the pricing of externalities are proposed to help policymakers better reflect this value in intervention strategies.","ai_generated":true,"unit":"saiia-001814#insight-3","date_modified":"2026-10-23"},{"text":"An 'ecosystem-based approach' (EbA) using spatial mapping is recommended to balance multiple objectives and recognize the interdependence of terrestrial, marine, and coastal systems. This approach is particularly relevant for managing the water–food–energy nexus.","ai_generated":true,"unit":"saiia-001814#insight-4","date_modified":"2026-10-23"},{"text":"Effective governance requires a dual system: horizontal coordination at the national level through interdisciplinary forums, and vertical coordination that includes partnerships and co-management with local communities and municipalities to incorporate indigenous knowledge.","ai_generated":true,"unit":"saiia-001814#insight-5","date_modified":"2026-10-23"},{"text":"Innovative financing mechanisms, such as Payment for Ecosystem Services (PES) and Blue Carbon calculations for coastal ecosystems, can provide financial incentives for conservation and generate income for local participants.","ai_generated":true,"unit":"saiia-001814#insight-6","date_modified":"2026-10-23"},{"text":"There is an urgent need to strengthen legal frameworks and the implementation of rigorous environmental impact assessments (EIAs), particularly in the oil, gas, and extractive sectors, to ensure ecosystem service values are included in mitigation and compensation plans.","ai_generated":true,"unit":"saiia-001814#insight-7","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","climate change adaptation","environmental impact assessment","biodiversity conservation","extractive industry","Sustainable Development Goals","Mangrove restoration"],"geography_discussed":["Nigeria","Guinea-Bissau","Mozambique","Kenya","Lamu","South Africa","KwaZulu-Natal","Eastern Cape","Karoo","Congo Basin","Virunga National Park","European Union"],"frame_perspective":[],"analysis_type":["policy analysis","governance assessment"]},{"id":"sei-000388","url":"https://climateinsightsdirectory.org/document/sei-000388","title":"Current vulnerability in the Virunga landscape, Rwanda","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2013-09-26","source_url":"https://www.sei.org/publications/current-vulnerability-in-the-virunga-landscape-rwanda/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The vulnerability assessment in the Virunga landscape reveals that climate-related disturbances affect different social groups and activities unevenly. While non-Batwa women identified that direct consequences of events like flooding can be mitigated to reduce impacts on income, Batwa groups perceive themselves as more severely affected by destructive disturbances such as strong winds. The Batwa are identified as a particularly vulnerable group due to extreme poverty, high dependency on the park, and displacement resulting from restricted park access, leaving many in poor housing.","ai_generated":true,"unit":"sei-000388#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate-related disturbances have differentiated impacts on agricultural activities, specifically affecting soil through landslides, damaging plants, and impacting production. Participatory exercises with non-Batwa women indicated that direct consequences, such as field flooding that hinders access, can be mitigated to reduce the final impact on income or well-being.","ai_generated":true,"unit":"sei-000388#insight-1","date_modified":"2026-10-23"},{"text":"Batwa groups experience higher perceived vulnerability to destructive disturbances, such as strong winds that destroy produce, houses, and fields, compared to non-Batwa groups.","ai_generated":true,"unit":"sei-000388#insight-2","date_modified":"2026-10-23"},{"text":"The Batwa are characterized by extreme poverty and a high level of dependency on the park. Furthermore, restrictions on park access have caused the displacement of these communities, and most Batwa continue to live in flimsy or poor housing despite some rehousing initiatives.","ai_generated":true,"unit":"sei-000388#insight-3","date_modified":"2026-10-23"}],"climate_tags":["vulnerability assessment","climate change adaptation","climate change mitigation","land use","agriculture","natural resource management"],"geography_discussed":["Congo Basin","Uganda","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["baseline assessment","participatory research"]},{"id":"sei-001659","url":"https://climateinsightsdirectory.org/document/sei-001659","title":"Current vulnerability in the Monte Alén–Monts de Cristal landscape, Equatorial Guinea","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2013-04","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/sei-cobam-eg-briefing-note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment identifies that the village of Atom is highly vulnerable due to a combination of unpredictable rainfall, forest degradation, and a lack of alternative livelihoods. While traditional shifting cultivation provides some flexibility, the loss of labor due to urban migration and restrictions on hunting in protected areas have weakened local resilience. The document recommends implementing climate-smart agriculture and improving market linkages to enhance food security and adaptive capacity.","ai_generated":true,"unit":"sei-001659#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Local residents in the Atom village have observed significant ecological and socio-economic shifts since the 1970s, including a decline in forest cover and a decreasing population due to migratory outflows.","ai_generated":true,"unit":"sei-001659#insight-1","date_modified":"2026-10-23"},{"text":"Climate-related disturbances, specifically unpredictable rainfall patterns, increased temperatures, and torrential rains, have disrupted the traditional agricultural calendar and reduced food production.","ai_generated":true,"unit":"sei-001659#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerability is differentiated by social group; female-headed households and those lacking young people due to urban migration are most at risk because they cannot perform essential farming tasks on time.","ai_generated":true,"unit":"sei-001659#insight-3","date_modified":"2026-10-23"},{"text":"The local economy is heavily reliant on subsistence farming and shifting cultivation, but this resilience is undermined by forest degradation and legal bans on hunting primates and animals in protected areas.","ai_generated":true,"unit":"sei-001659#insight-4","date_modified":"2026-10-23"},{"text":"The region's land use is dominated by industrial logging concessions, covering 65% of available land, although interest has shifted toward the oil economy since 1996.","ai_generated":true,"unit":"sei-001659#insight-5","date_modified":"2026-10-23"},{"text":"Adaptive capacity is limited by weak collective action and a lack of familiarity with community forest management, despite the existence of 'bosques comunales' legal titles.","ai_generated":true,"unit":"sei-001659#insight-6","date_modified":"2026-10-23"},{"text":"To improve future resilience, the document suggests adopting climate-smart agriculture—such as agroforestry and conservation agriculture—and enhancing rural-urban market linkages for food crops and non-timber forest products.","ai_generated":true,"unit":"sei-001659#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate variability","food security","agroforestry","deforestation","Climate-smart agriculture","climate change adaptation","climate change mitigation"],"geography_discussed":["Gabon","Congo Basin","Centro Sur","Evinayong"],"frame_perspective":[],"analysis_type":["vulnerability assessment","participatory research"]}]}