{"query_echo":{"q":"","filters":{"analysis_type":["assessment"]},"warnings":[]},"total":{"value":107,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=assessment&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=assessment&page=5","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-001111","url":"https://climateinsightsdirectory.org/document/sei-001111","title":"Why do farmers take up biodigesters?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2019-07","source_url":"https://www.sei.org/wp-content/uploads/2019/07/1708f-gill-osborne-biodigesters-bangladesh-100719-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment found that while small and mid-sized privately owned biodigesters provide health, environmental, and economic benefits, the 'community biodigester' model envisioned by Bangladesh's ILMM policy is not currently operational due to a lack of social capital and group financing. Adoption depends on access to finance, technical knowledge, livestock, and land.","ai_generated":true,"unit":"sei-001111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study found no evidence of biodigesters that were collectively owned or managed by small-scale or landless farmers, contradicting the goals of Bangladesh’s Integrated Livestock Manure Management (ILMM) policy.","ai_generated":true,"unit":"sei-001111#insight-1","date_modified":"2026-10-23"},{"text":"Barriers to the implementation of community-managed biodigesters include a lack of community-based organizations, insufficient social capital to support collective operation, and a lack of financing available for self-organizing groups.","ai_generated":true,"unit":"sei-001111#insight-2","date_modified":"2026-10-23"},{"text":"Biodigesters provide health and environmental benefits by reducing indoor air pollution from cooking smoke and decreasing the amount of unmanaged manure and nutrient run-off.","ai_generated":true,"unit":"sei-001111#insight-3","date_modified":"2026-10-23"},{"text":"Socio-economic benefits vary by scale: small biodigesters provide fuel security for the household, while mid-sized digesters allow owners to sell biogas and organic fertilizer to the community and market.","ai_generated":true,"unit":"sei-001111#insight-4","date_modified":"2026-10-23"},{"text":"The primary financing mechanism for small biodigesters is microfinance provided by organizations like Grameen Shakti and BRAC, while the Rural Development Agency (RDA) typically finances mid-sized digesters for larger farms.","ai_generated":true,"unit":"sei-001111#insight-5","date_modified":"2026-10-23"},{"text":"Successful installation and operation of biodigesters require four basic conditions: access to finance, technical knowledge, sufficient livestock or manure, and adequate land.","ai_generated":true,"unit":"sei-001111#insight-6","date_modified":"2026-10-23"},{"text":"Women are central to manure management and biogas use, and their preferences and labor savings are key factors in the adoption of improved manure management practices.","ai_generated":true,"unit":"sei-001111#insight-7","date_modified":"2026-10-23"}],"climate_tags":["biogas","methane","microfinance","air pollution","water pollution"],"geography_discussed":["Dhamrai Upazila"],"frame_perspective":[],"analysis_type":["assessment","policy evaluation"]},{"id":"iisd-000605","url":"https://climateinsightsdirectory.org/document/iisd-000605","title":"G20 Coal Subsidies: Tracking government support to a fading industry","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-06-25","source_url":"https://www.iisd.org/publications/report/g20-coal-subsidies-tracking-government-support-fading-industry","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report tracks G20 nations' efforts to phase out coal subsidies, finding that despite a 2009 commitment, these governments continue to spend at least USD 63.9 billion annually on coal and have failed to fully document the extent of this support.","ai_generated":true,"unit":"iisd-000605#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"G20 countries are responsible for 79 per cent of global greenhouse gas emissions and committed in 2009 to phase out fossil fuel subsidies in the medium term.","ai_generated":true,"unit":"iisd-000605#insight-1","date_modified":"2026-10-23"},{"text":"Ten years after their commitment, G20 governments spend at least USD 63.9 billion per year on coal subsidies and have not properly defined or documented the total amount of subsidies provided.","ai_generated":true,"unit":"iisd-000605#insight-2","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","greenhouse gas emissions","coal-fired power station","public finance"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["tracking","assessment"]},{"id":"newclim-000161","url":"https://climateinsightsdirectory.org/document/newclim-000161","title":"Climate Action Tracker Global Update: Some progress since Paris but not enough","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"briefing","language":"en","date_published":"2018-12-11","source_url":"http://www.newclimate.org/resources/publications/climate-action-tracker-global-update-some-progress-since-paris-but-not","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Action Tracker reports that global warming projections remain largely unchanged, with Paris Agreement commitments likely leading to 3.0°C of warming and real-world policies leading to 3.3°C. While some countries like Norway, Costa Rica, Chile, India, and South Africa show progress in decarbonisation and energy planning, others like China and Brazil show regressions in coal use and forest protection.","ai_generated":true,"unit":"newclim-000161#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current Paris Agreement commitments and real-world policies are insufficient to meet the 1.5°C limit, with projected warming estimated at 3.0°C and 3.3°C respectively.","ai_generated":true,"unit":"newclim-000161#insight-1","date_modified":"2026-10-23"},{"text":"Climate action progress in 2018 was mixed: Norway and Costa Rica advanced in renewable energy and transport decarbonisation, and Chile, India, and South Africa introduced energy roadmaps, while China saw increased coal use and Brazil weakened forest protection.","ai_generated":true,"unit":"newclim-000161#insight-2","date_modified":"2026-10-23"},{"text":"Of the 32 countries monitored by the Climate Action Tracker, none have increased their Paris Agreement commitments, meaning changes in warming estimates are primarily due to data and methodology updates rather than government action.","ai_generated":true,"unit":"newclim-000161#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","Nationally Determined Contributions","climate change","decarbonization","renewable energy","coal"],"geography_discussed":["Norway","Costa Rica","People's Republic of China","Brazil","Chile","India","South Africa"],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"fordecl-000057","url":"https://climateinsightsdirectory.org/document/fordecl-000057","title":"Meningkatkan Tata Kelola untuk Melindungi Hutan: Memberdayakan Masyarakat dan Komunitas, Memperkuat Hukum dan Kelembagaan","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"id","date_published":"2018-11","source_url":"https://forestdeclaration.org/wp-content/uploads/2021/10/2018NYDFReport_ES_BI.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while some progress has been made in forest transparency and law enforcement, governance improvements are too slow to significantly reduce deforestation. It highlights critical failures in securing indigenous land rights, persistent corruption, and increasing violence against land defenders. While some Asian economies have adopted demand-side regulations against illegal logging, systemic weaknesses in enforcement and transparency continue to hinder forest protection.","ai_generated":true,"unit":"fordecl-000057#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Despite the New York Declaration on Forests (NYDF), natural forest loss remained high between 2014 and 2017, with average annual destruction rates 42% higher than in the previous decade.","ai_generated":true,"unit":"fordecl-000057#insight-1","date_modified":"2026-10-23"},{"text":"Weak forest governance results in significant economic and ecological losses, with estimated annual costs exceeding USD 17 billion due to tax evasion, loss of ecosystem functions, and conflicts with forest communities.","ai_generated":true,"unit":"fordecl-000057#insight-2","date_modified":"2026-10-23"},{"text":"Illegal deforestation is prevalent in two-thirds of major timber-producing countries and all major producers of palm oil, soy, and beef, where commercial agriculture drives forest shrinkage.","ai_generated":true,"unit":"fordecl-000057#insight-3","date_modified":"2026-10-23"},{"text":"International cooperation among law enforcement agencies has successfully countered illegal timber trade, resulting in the seizure of USD 1.5 billion worth of timber since 2012.","ai_generated":true,"unit":"fordecl-000057#insight-4","date_modified":"2026-10-23"},{"text":"Several Asian economies, including China, Indonesia, Malaysia, South Korea, and Vietnam, have introduced demand-side regulations prohibiting the sale and import of illegally harvested timber, though their effectiveness is uncertain due to enforcement gaps.","ai_generated":true,"unit":"fordecl-000057#insight-5","date_modified":"2026-10-23"},{"text":"Transparency in the forestry sector remains low; while more countries have laws granting access to information, governments often deny requests based on \"national interest,\" and data is frequently inaccessible to vulnerable groups.","ai_generated":true,"unit":"fordecl-000057#insight-6","date_modified":"2026-10-23"},{"text":"Women are 24% less likely than men to be actively involved in decision-making or the implementation of REDD+ projects.","ai_generated":true,"unit":"fordecl-000057#insight-7","date_modified":"2026-10-23"},{"text":"Legally recognized forest rights for indigenous peoples and local communities increased from nearly 11% in 2002 to over 15% in 2017 across 41 countries, yet 33-39% of lands used by these groups in 14 assessed countries remain unrecognized.","ai_generated":true,"unit":"fordecl-000057#insight-8","date_modified":"2026-10-23"},{"text":"There has been an annual increase in the killing of land rights activists since 2014, driven by weak tenure recognition and increased demand for land.","ai_generated":true,"unit":"fordecl-000057#insight-9","date_modified":"2026-10-23"}],"climate_tags":["deforestation","indigenous rights","illegal logging","Reducing emissions from deforestation and forest degradation","land tenure","Global supply chain governance","climate finance"],"geography_discussed":["People's Republic of China","Indonesia","Malaysia","South Korea","Vietnam","Colombia","Brazil","Canada","Australia","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["assessment","policy evaluation"]},{"id":"fordecl-000058","url":"https://climateinsightsdirectory.org/document/fordecl-000058","title":"Progress on the New York Declaration on Forests","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"en","date_published":"2018-11","source_url":"https://forestdeclaration.org/wp-content/uploads/2021/10/2018NYDFReport_ES_EN.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that improvements in forest governance are too slow to measurably reduce deforestation, with significant gaps remaining in the legal recognition of indigenous land rights and the enforcement of forest laws. While some progress has been made in transparency and demand-side regulations in emerging economies, corruption remains rampant and violence against land defenders is increasing. The assessment highlights that secure tenure for local communities is more effective for forest protection than legally protected areas, yet a substantial portion of occupied lands remains unrecognized by governments.","ai_generated":true,"unit":"fordecl-000058#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Improvements in forest governance have not been sufficient to measurably reduce deforestation. While there is some progress in law enforcement, transparency, and demand-side measures, these efforts are outweighed by rampant corruption and a failure to grant decision-making power and rights to local communities and indigenous peoples.","ai_generated":true,"unit":"fordecl-000058#insight-1","date_modified":"2026-10-23"},{"text":"A high proportion of tropical deforestation is illegal, particularly where commercial agriculture drives forest loss. In all major tropical producers of beef, soy, and palm oil, and two-thirds of major timber-producing countries, there is a significant risk that forest laws are being violated.","ai_generated":true,"unit":"fordecl-000058#insight-2","date_modified":"2026-10-23"},{"text":"International cooperation among enforcement agencies has successfully targeted the illegal timber trade, resulting in the seizure of USD 1.5 billion worth of timber since 2012.","ai_generated":true,"unit":"fordecl-000058#insight-3","date_modified":"2026-10-23"},{"text":"Emerging Asian economies, specifically China, Indonesia, Malaysia, the Republic of Korea, and Vietnam, have implemented demand-side regulations to prohibit the import and sale of illegally harvested timber, though the effectiveness of these laws is hindered by potential loopholes and weak enforcement.","ai_generated":true,"unit":"fordecl-000058#insight-4","date_modified":"2026-10-23"},{"text":"Transparency in the forest sector remains low. While more countries are adopting laws for access to information, data is often unavailable in accessible formats, and governments frequently cite \"national interest\" to refuse access. Corporate transparency in agricultural supply chains is also limited, though companies like Nestlé and Unilever have begun disclosing palm oil supply chain information.","ai_generated":true,"unit":"fordecl-000058#insight-5","date_modified":"2026-10-23"},{"text":"Secure land rights for indigenous peoples and local communities are more effective at protecting forests than legally protected areas. However, between 33% and 39% of land used by these groups in 14 assessed countries (including Brazil, Canada, Australia, Indonesia, and the Democratic Republic of the Congo) is not legally recognized by governments.","ai_generated":true,"unit":"fordecl-000058#insight-6","date_modified":"2026-10-23"},{"text":"Violence and criminalization of land and forest defenders have increased annually since 2014, driven by weak tenure recognition, failure to respect free, prior, and informed consent, and rising land demand.","ai_generated":true,"unit":"fordecl-000058#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","indigenous rights","land tenure","illegal logging","Global supply chain governance","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["People's Republic of China","Indonesia","Malaysia","South Korea","Vietnam","Colombia","Brazil","Canada","Australia","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["assessment","progress report"]},{"id":"fordecl-000059","url":"https://climateinsightsdirectory.org/document/fordecl-000059","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":"2018-11","source_url":"https://forestdeclaration.org/wp-content/uploads/2021/10/2018NYDFReport_ES_ES.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that improvements in forest governance are too slow to quantifiably reduce deforestation, with significant gaps remaining in the legal recognition of indigenous land rights and the enforcement of laws against illegal logging. While some progress has been made in transparency and demand-side regulations in emerging Asian economies, corruption and violence against land defenders continue to undermine forest conservation efforts.","ai_generated":true,"unit":"fordecl-000059#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global natural forest loss accelerated after the adoption of the NYDF, with the average annual rate of loss between 2014 and 2017 being 42 percent higher than in the previous decade.","ai_generated":true,"unit":"fordecl-000059#insight-1","date_modified":"2026-10-23"},{"text":"Weak forest governance results in significant economic and ecological losses, estimated at over USD 17 billion annually due to tax evasion, loss of ecosystem functions, and community conflicts.","ai_generated":true,"unit":"fordecl-000059#insight-2","date_modified":"2026-10-23"},{"text":"Illegal deforestation is prevalent in major commodity production; there is a considerable risk of forest law violations in two-thirds of the main timber-producing countries and in all top tropical producers of beef, soy, and palm oil.","ai_generated":true,"unit":"fordecl-000059#insight-3","date_modified":"2026-10-23"},{"text":"International cooperation in law enforcement has successfully countered illegal timber trade, resulting in the seizure of wood valued at USD 1.5 billion since 2012.","ai_generated":true,"unit":"fordecl-000059#insight-4","date_modified":"2026-10-23"},{"text":"Emerging Asian economies, specifically China, Indonesia, Malaysia, the Republic of Korea, and Vietnam, have introduced demand-oriented regulations to ban the sale and import of illegally harvested timber.","ai_generated":true,"unit":"fordecl-000059#insight-5","date_modified":"2026-10-23"},{"text":"Gender inequality persists in forest governance; women are 24 percent less likely than men to actively participate in the decision-making or implementation of REDD+ projects.","ai_generated":true,"unit":"fordecl-000059#insight-6","date_modified":"2026-10-23"},{"text":"Legal recognition of forest rights for indigenous peoples and local communities increased from nearly 11 percent in 2002 to over 15 percent in 2017 across 41 countries, though 33–39 percent of occupied lands in 14 evaluated countries remain unrecognized.","ai_generated":true,"unit":"fordecl-000059#insight-7","date_modified":"2026-10-23"},{"text":"Violence against land and forest defenders has increased annually since 2014, driven by land demand, failure to respect the principle of free, prior and informed consent, and weak tenure recognition.","ai_generated":true,"unit":"fordecl-000059#insight-8","date_modified":"2026-10-23"}],"climate_tags":["deforestation","indigenous rights","land tenure","illegal logging","Reducing emissions from deforestation and forest degradation","transparency","climate justice"],"geography_discussed":["People's Republic of China","Indonesia","Malaysia","South Korea","Vietnam","Colombia","Brazil","Canada","Australia","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["assessment","executive summary"]},{"id":"newclim-000306","url":"https://climateinsightsdirectory.org/document/newclim-000306","title":"Bridging the emissions gap: the role of non-state and subnational actors","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2018-09-11","source_url":"http://www.newclimate.org/resources/publications/bridging-the-emissions-gap-the-role-of-non-state-and-subnational-actors","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report evaluates the role of cities, regions, companies, and investors in climate mitigation. While the potential for these actors to reduce emissions is vast—potentially up to 15-23 GtCO2 e per year by 2030—their current contribution remains limited. The document highlights a lack of consistent reporting and data, and calls for improved transparency, quantifiable targets, and stronger government support to scale up these efforts.","ai_generated":true,"unit":"newclim-000306#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant number of non-state actors have pledged mitigation action, including over 7,000 cities from 133 countries, 245 regions from 42 countries, and more than 6,000 companies with at least US$36 trillion in revenue.","ai_generated":true,"unit":"newclim-000306#insight-1","date_modified":"2026-10-23"},{"text":"Despite the high number of participants, there is substantial room for growth, as less than 20 percent of the global population is represented in current international initiatives.","ai_generated":true,"unit":"newclim-000306#insight-2","date_modified":"2026-10-23"},{"text":"The potential for non-state and subnational actors to reduce emissions is considerable, possibly reaching 15-23 GtCO2 e per year by 2030 compared to current policy, which would be critical for maintaining temperatures well below 2 degrees Celsius.","ai_generated":true,"unit":"newclim-000306#insight-3","date_modified":"2026-10-23"},{"text":"Current actual emission reductions from non-state actors are low compared to national pledges, estimated at 0.2-0.7 GtCO2 e per year by 2030 relative to full Nationally Determined Contribution implementation, or 1.5-2.2 GtCO2 e per year relative to current policy.","ai_generated":true,"unit":"newclim-000306#insight-4","date_modified":"2026-10-23"},{"text":"Non-state actors contribute to climate action beyond quantified reductions by building government confidence, pushing for ambitious national goals, providing space for experimentation, and exchanging knowledge and good practices.","ai_generated":true,"unit":"newclim-000306#insight-5","date_modified":"2026-10-23"},{"text":"The ability to track global non-state climate action is hindered by a lack of consistent reporting and low levels of available data.","ai_generated":true,"unit":"newclim-000306#insight-6","date_modified":"2026-10-23"},{"text":"Green Bond issuance reached just over US$74 billion in the first half of the year, though this remains a small portion of global capital markets.","ai_generated":true,"unit":"newclim-000306#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","climate bond","Nationally Determined Contributions","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"newclim-000113","url":"https://climateinsightsdirectory.org/document/newclim-000113","title":"For the Talanoa Dialogue: Input from the Climate Action Tracker","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2018-04-24","source_url":"http://www.newclimate.org/resources/publications/for-the-talanoa-dialogue-input-from-the-climate-action-tracker","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Climate Action Tracker reports that current national commitments and policies are insufficient to meet the Paris Agreement's warming limits, projecting temperature increases of 3.2°C to 3.4°C by 2100. To align with a 1.5°C limit, global emissions must peak by 2020, requiring rapid decarbonization across the electricity, transport, building, industry, and agriculture sectors.","ai_generated":true,"unit":"newclim-000113#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current Nationally Determined Contributions (NDCs) and implemented national policies are insufficient to meet the Paris Agreement's long-term warming limits. Full implementation of NDCs would result in a median global temperature increase of 3.2°C by 2100, while currently implemented policies would lead to 3.4°C.","ai_generated":true,"unit":"newclim-000113#insight-1","date_modified":"2026-10-23"},{"text":"To meet the 1.5°C warming limit, global greenhouse gas emissions must peak around 2020, necessitating immediate and major emission cuts across all key sectors, including energy generation, road transport, buildings, industry, forestry and land use, and commercial agriculture.","ai_generated":true,"unit":"newclim-000113#insight-2","date_modified":"2026-10-23"},{"text":"Specific sectoral requirements for decarbonization include the full decarbonization of the electricity sector by 2050, a dominant fleet share of zero-emission passenger vehicles by 2035, and all new buildings being fossil-free and near-zero energy by 2020.","ai_generated":true,"unit":"newclim-000113#insight-3","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","Paris Agreement","Nationally Determined Contributions","electric power industry","decarbonization","road transport","zero-emissions vehicle","energy efficiency","industrial emission","agriculture"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"fordecl-000018","url":"https://climateinsightsdirectory.org/document/fordecl-000018","title":"2018 Goal 10 Assessment","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://forestdeclaration.org/resources/2018-goal-10-assessment/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2018 Goal 10 Assessment finds that slow improvements in forest governance and the failure to implement existing laws contribute to ongoing deforestation. It highlights a critical gap between legal protections on paper and the practical security of land rights for indigenous peoples and local communities, noting an increase in land conflicts and violence against activists since 2014. While some Asian countries are introducing market restrictions on illegal commodities to complement EU, US, and Australian frameworks, the report emphasizes that local innovations for community empowerment require greater scaling and financial support.","ai_generated":true,"unit":"fordecl-000018#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forest governance is insufficient to support deforestation reduction, particularly in poorer countries where institutions and the rule of law are weak. While many nations have laws regarding justice and information access, these are often poorly implemented or contain restrictions that maintain opacity in the forest sector.","ai_generated":true,"unit":"fordecl-000018#insight-1","date_modified":"2026-10-23"},{"text":"Illegality is a primary driver of deforestation, especially in the production of commodities for commercial agriculture. To combat this, several Asian countries have introduced measures to restrict market access for illegal timber and agricultural products, adding to existing frameworks in Australia, the United States, and the European Union, though enforcement concerns remain.","ai_generated":true,"unit":"fordecl-000018#insight-2","date_modified":"2026-10-23"},{"text":"Progress in recognizing and securing land rights for indigenous peoples and local communities is slow. This lack of security, combined with land demand, has increased land conflicts and the number of murders of community activists annually since 2014. Developed countries with high forest cover often provide less protection for these rights than developing countries.","ai_generated":true,"unit":"fordecl-000018#insight-3","date_modified":"2026-10-23"}],"climate_tags":["deforestation","land tenure","indigenous people","illegal logging"],"geography_discussed":["Asia","European Union","United States","Australia"],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"wwfza-000152","url":"https://climateinsightsdirectory.org/document/wwfza-000152","title":"Food Loss and Waste: Facts and Futures","publisher":{"name":"WWF South Africa","organization":"wwf-south-africa"},"document_type":"report","language":"en","date_published":"2017","source_url":"http://awsassets.wwf.org.za/downloads/WWF_Food_Loss_and_Waste_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights that South Africa wastes approximately 10 million tonnes of food annually, representing a third of its total production. This waste results in significant economic losses of R61.5 billion and substantial environmental degradation, including the waste of 1.7 km3 of water and the emission of greenhouse gases from landfills. The document identifies that most waste occurs at the pre-consumer stage, particularly on farms, and calls for a coordinated effort between the public and private sectors to implement the UN Sustainable Development Goal 12.3 target of halving food waste by 2030.","ai_generated":true,"unit":"wwfza-000152#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa wastes approximately 10 million tonnes of food per year, which is about 32.7% of the 31 million tonnes produced annually, averaging 210 kg per person per year.","ai_generated":true,"unit":"wwfza-000152#insight-1","date_modified":"2026-10-23"},{"text":"The financial burden of food loss and waste in South Africa is estimated at R61.5 billion, representing 2.1% of the national GDP.","ai_generated":true,"unit":"wwfza-000152#insight-2","date_modified":"2026-10-23"},{"text":"Food waste in South Africa has a severe environmental impact, wasting approximately 1.7 km3 of water, which is roughly one-fifth of the country's total water withdrawals.","ai_generated":true,"unit":"wwfza-000152#insight-3","date_modified":"2026-10-23"},{"text":"The energy wasted to produce food that is never consumed in South Africa is estimated to be enough to power the city of Johannesburg for approximately 16 weeks, with an embedded energy cost of R1 billion per annum.","ai_generated":true,"unit":"wwfza-000152#insight-4","date_modified":"2026-10-23"},{"text":"Approximately 90% of waste in South Africa is sent to landfills, where food waste contributes to the production of carbon dioxide and methane, a potent greenhouse gas with 28\u001336 times more impact than carbon dioxide over 100 years.","ai_generated":true,"unit":"wwfza-000152#insight-5","date_modified":"2026-10-23"},{"text":"Food waste is most prevalent in fruits and vegetables, which account for 44% of the waste, though they only contribute 15% of the total wasted energy cost.","ai_generated":true,"unit":"wwfza-000152#insight-6","date_modified":"2026-10-23"},{"text":"Most food loss and waste in South Africa occurs early in the supply chain, specifically at the agricultural and post-harvest stage, which accounts for 50% of waste.","ai_generated":true,"unit":"wwfza-000152#insight-7","date_modified":"2026-10-23"},{"text":"There is a significant gap between the South African government's global commitment to halve food waste by 2030 under SDG 12.3 and the actual activities on the ground, with few national or provincial reduction initiatives identified.","ai_generated":true,"unit":"wwfza-000152#insight-8","date_modified":"2026-10-23"},{"text":"A survey of 53 companies in the packaged-food, retail, and hospitality sectors revealed that while 86% have food waste targets and policies, there is a lack of transparency and granular data, and many companies view food waste as an economic issue rather than a social or environmental responsibility.","ai_generated":true,"unit":"wwfza-000152#insight-9","date_modified":"2026-10-23"},{"text":"Misunderstanding of date labels contributes to unnecessary food waste; the report notes that 'sell by' dates are intended for retailers, not consumers, yet labels are often misinterpreted.","ai_generated":true,"unit":"wwfza-000152#insight-10","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","methane","water scarcity","food security","life cycle assessment","landfill","circular economy","sustainable agriculture"],"geography_discussed":["Johannesburg","Rustenburg","Stellenbosch","Western Cape","Sweden","Denmark","United States","United Kingdom","People's Republic of China"],"frame_perspective":[],"analysis_type":["assessment","policy recommendation"]},{"id":"newclim-000278","url":"https://climateinsightsdirectory.org/document/newclim-000278","title":"The Paris Agreement: Resolving the inconsistency between global goals and national contributions","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2016-11-02","source_url":"http://www.newclimate.org/resources/publications/the-paris-agreement-resolving-the-inconsistency-between-global-goals-and","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document notes that current intended nationally determined contributions (INDCs) are insufficient to meet the Paris Agreement's goals of limiting global temperature increases to well below 2°C or 1.5°C. However, it identifies several reasons for optimism: many contributions are conservative and may be overachieved, the INDC process has advanced national policy-making (especially in developing countries), and the Agreement mandates regular updates to strengthen actions. Additionally, the document highlights that non-state actions are not yet fully captured in INDCs and that faster-than-expected decarbonization in certain sectors suggests a broader transition is possible.","ai_generated":true,"unit":"newclim-000278#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The combined intended nationally determined contributions (INDCs) currently fail to align with the Paris Agreement's objectives of limiting the global average temperature increase to well below 2°C and pursuing efforts toward 1.5°C.","ai_generated":true,"unit":"newclim-000278#insight-1","date_modified":"2026-10-23"},{"text":"Several factors suggest the gap between national contributions and global goals can be closed, including the conservative nature of some INDCs, the advancement of national climate policy-making in developing countries, and the requirement for countries to regularly update and strengthen their actions.","ai_generated":true,"unit":"newclim-000278#insight-2","date_modified":"2026-10-23"},{"text":"Current INDCs do not adequately account for the significant volume of non-state actions, and rapid decarbonization in specific sectors provides a positive precedent for other sectors.","ai_generated":true,"unit":"newclim-000278#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","decarbonization"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"newclim-000238","url":"https://climateinsightsdirectory.org/document/newclim-000238","title":"Preparation of Intended Nationally Determined Contributions (INDCs) as a Catalyst for National Climate Change Mitigation Action","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"briefing","language":"en","date_published":"2015-12-01","source_url":"http://www.newclimate.org/resources/publications/preparation-of-intended-nationally-determined-contributions-indcs-as-a","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The preparation of intended nationally determined contributions (INDCs) has acted as a catalyst for national climate change mitigation action and policy making. Evidence from surveys and interviews indicates that the international process has driven significant developments in national capacity and potential mitigation actions for the period before 2020 for most countries, independent of the specific ambition levels proposed for post-2020 actions.","ai_generated":true,"unit":"newclim-000238#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The process of preparing INDCs has advanced national policy making and enhanced national climate change mitigation capacity and action beyond the specific requirements of the INDC preparation itself.","ai_generated":true,"unit":"newclim-000238#insight-1","date_modified":"2026-10-23"},{"text":"For most countries, the INDC preparation process has increased the capacity and potential for mitigation actions to be taken before 2020, regardless of the ambition levels set for post-2020 targets.","ai_generated":true,"unit":"newclim-000238#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","capacity building"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"cdkn-000917","url":"https://climateinsightsdirectory.org/document/cdkn-000917","title":"Climate information and services in BRACED countries","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2015-12","source_url":"https://cdkn.org/sites/default/files/files/Climate-information-and-services-in-BRACED-countries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines climate information services in BRACED countries, noting that while access is increasing, end-users struggle with data quality, inappropriate spatial scales, and poor communication. It details regional weather drivers like the ITCZ in Africa and the monsoon in Asia, and argues for a service-oriented approach that integrates localized, two-way communication into resilience programming to improve decision-making at the community level.","ai_generated":true,"unit":"cdkn-000917#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"End-users of climate information in Africa and Asia face significant barriers to applying data in decision-making, primarily due to poor product quality, a lack of information at appropriate local scales, and difficulties in communication and interpretation.","ai_generated":true,"unit":"cdkn-000917#insight-1","date_modified":"2026-10-23"},{"text":"Climate information in Africa is primarily provided by National Hydrological and Meteorological Services (NHMSs), with Ethiopia, Kenya, and Sudan possessing more advanced services and websites. Regional support is provided by entities such as the African Centre of Meteorological Application for Development (ACMAD) and the Intergovernmental Authority on Development (IGAD) Climate Prediction and Applications Centre (ICPAC).","ai_generated":true,"unit":"cdkn-000917#insight-2","date_modified":"2026-10-23"},{"text":"In Asia, Nepal and Myanmar have established web-based climate data portals to share decadal scenarios and past climate data, though these lack the spatial resolution required for local planning. Both countries are in the early stages of operationalising the Weather Research Forecast (WRF) model for short-range forecasting.","ai_generated":true,"unit":"cdkn-000917#insight-3","date_modified":"2026-10-23"},{"text":"The lack of localized data is a major constraint for smallholder farmers; information covering large geographic areas often fails to reflect local rainfall patterns. Downscaling seasonal forecasts to local homogeneous zones has shown positive results in Kenya and Zambia.","ai_generated":true,"unit":"cdkn-000917#insight-4","date_modified":"2026-10-23"},{"text":"Communication failures often prevent timely warnings from reaching at-risk populations, as seen in Myanmar during Cyclone Nargis (2008) and Cyclone Komen (2015), where limited radio access and government response gaps hindered the effectiveness of available data.","ai_generated":true,"unit":"cdkn-000917#insight-5","date_modified":"2026-10-23"},{"text":"There is a critical gap in how users interpret risk information and thresholds for action. For example, during Typhoon Haiyan in the Philippines, the term 'storm surge' was not understood by local communities, leading them to ignore warnings.","ai_generated":true,"unit":"cdkn-000917#insight-6","date_modified":"2026-10-23"},{"text":"The document argues that the success of resilience programmes depends on institutionalising two-way communication between producers and users and strengthening the capacity of providers to produce more localised and accurate information.","ai_generated":true,"unit":"cdkn-000917#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Climate information service","climate resilience","early warning system","climate change adaptation","disaster risk reduction","tropical cyclone","El Niño southern oscillation","precipitation","extreme weather event"],"geography_discussed":["Ethiopia","Kenya","Sudan","Nepal","Myanmar","Philippines","Zambia","India","Pakistan"],"frame_perspective":[],"analysis_type":["assessment","review"]},{"id":"newclim-000226","url":"https://climateinsightsdirectory.org/document/newclim-000226","title":"Mitigation Commitments and Fair Effort Sharing in a New Comprehensive","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2015-11-26","source_url":"https://newclimate.org/resources/publications/mitigation-commitments-and-fair-effort-sharing-in-a-new-comprehensive","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report evaluates the emissions commitments of ten countries for 2025 and 2030, analyzing how their INDCs align with different 'fair share' approaches and effort sharing models while considering national mitigation costs, socio-economic development, and current political contexts.","ai_generated":true,"unit":"newclim-000226#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report analyzes the performance of Intended Nationally Determined Contributions (INDCs) for ten selected countries based on various fair share approaches and effort sharing models.","ai_generated":true,"unit":"newclim-000226#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate target","Nationally Determined Contributions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"fordecl-000027","url":"https://climateinsightsdirectory.org/document/fordecl-000027","title":"Progress on the New York Declaration on Forests Technical Annexes","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2015-11","source_url":"https://forestdeclaration.org/wp-content/uploads/2020/11/2015Goal4.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document evaluates the impact of subsistence and smallholder activities on forest loss, noting that while they account for approximately 33% of deforestation and 27-34% of degradation in tropical and subtropical regions, the relationship between poverty and forest loss is non-linear. It identifies clean cookstove distribution and financial support for woodfuel interventions as key proxy indicators for progress. The report highlights a significant increase in Official Development Assistance (ODA) for the woodfuel sector and provides case studies from the Democratic Republic of Congo and Peru to illustrate localized interventions. It concludes that agricultural ODA and climate mitigation forestry ODA are largely uncoordinated, with the latter concentrating in middle-income countries rather than the least developed countries where food security is most pressing.","ai_generated":true,"unit":"fordecl-000027#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Subsistence and smallholder activities are not the primary drivers of deforestation in most high-loss regions, though they are estimated to be responsible for about 33% of deforestation and 27-34% of forest degradation across tropical and subtropical countries in Africa, Asia, and America.","ai_generated":true,"unit":"fordecl-000027#insight-1","date_modified":"2026-10-23"},{"text":"The relationship between poverty and forest loss is not linear; while low productivity can increase the land footprint for subsistence, increasing wealth can also drive forest loss by providing the financial and technological means to deforest.","ai_generated":true,"unit":"fordecl-000027#insight-2","date_modified":"2026-10-23"},{"text":"Financial support for woodfuel interventions is increasing, with ODA for the sector rising from an annual average of US$3.6 million (2006-2009) to US$47 million (2010-2013), and cookstove project developers receiving US$273 million in 2014.","ai_generated":true,"unit":"fordecl-000027#insight-3","date_modified":"2026-10-23"},{"text":"Clean cookstove distribution is largely targeting priority countries; in 2013, 93.5% of the 13.37 million replacement cookstoves distributed went to countries identified as priority intervention areas, with China receiving 47% of the total.","ai_generated":true,"unit":"fordecl-000027#insight-4","date_modified":"2026-10-23"},{"text":"In the Mai Ndombe Province of the DRC, a multi-pillar program involving an estimated US$95 million investment (2015-2020) targets agriculture, energy, forest, and enabling activities to reduce slash-and-burn farming and charcoal production.","ai_generated":true,"unit":"fordecl-000027#insight-5","date_modified":"2026-10-23"},{"text":"The Tambopata-Bahuaja REDD+ Project in Peru addresses small-scale agriculture as a driver of forest loss by working with over 1,100 smallholder farmers to produce certified 'zero-deforestation' organic and Fairtrade cocoa.","ai_generated":true,"unit":"fordecl-000027#insight-6","date_modified":"2026-10-23"},{"text":"There is a lack of coordination between agricultural ODA and climate mitigation forestry ODA; the former is highest in least developed countries with pressing food security needs, while the latter concentrates in middle-income countries.","ai_generated":true,"unit":"fordecl-000027#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","smallholder","climate finance","Reducing emissions from deforestation and forest degradation","agroforestry","carbon emission trading","poverty reduction"],"geography_discussed":["Democratic Republic of the Congo","Peru","People's Republic of China","Ethiopia","Kenya","Bangladesh"],"frame_perspective":[],"analysis_type":["assessment","case study","trend analysis"]},{"id":"iisd-002321","url":"https://climateinsightsdirectory.org/document/iisd-002321","title":"Water-Energy-Food Security and Mining in Suriname","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2015-09","source_url":"https://www.iisd.org/system/files/publications/water-energy-food-security-mining-suriname-project-overview.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details the development of the WEFsat-Mining tool, designed to help decision-makers in Suriname assess how mining impacts community access to water, energy, and food. It highlights the critical role of the mining sector in Suriname's economy, while noting severe environmental risks such as mercury pollution from artisanal gold mining. The project included capacity-building workshops and the proposal of a hydrologic monitoring framework to track water quality and quantity. Key recommendations emphasize the need for integrated WEF planning, diversified renewable energy, and improved local hiring and procurement policies to enhance community well-being.","ai_generated":true,"unit":"iisd-002321#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mining is the primary driver of Suriname's economy, with the export value of mining commodities rising from USD 1.2 billion in 2007 to USD 2.5 billion in 2013, accounting for nearly 40 per cent of the GDP.","ai_generated":true,"unit":"iisd-002321#insight-1","date_modified":"2026-10-23"},{"text":"Artisanal and small-scale mining (ASM), involving 20,000 to 30,000 people, has caused significant environmental degradation, specifically the salinization of rivers and creeks due to the misuse of mercury.","ai_generated":true,"unit":"iisd-002321#insight-2","date_modified":"2026-10-23"},{"text":"The WEFsat-Mining tool was developed to analyze the status of water, energy, and food security in communities and identify how mining operations influence these systems across their life cycle.","ai_generated":true,"unit":"iisd-002321#insight-3","date_modified":"2026-10-23"},{"text":"In interior Suriname, communities rely heavily on natural infrastructure, such as waterways and biodiversity, and depend on government subsidies for diesel fuel and water pumps.","ai_generated":true,"unit":"iisd-002321#insight-4","date_modified":"2026-10-23"},{"text":"Mining operations in Suriname can negatively impact WEF security through water pollution (mercury and sediment), land use conflicts that limit agricultural space, and increased fuel prices due to high industrial demand.","ai_generated":true,"unit":"iisd-002321#insight-5","date_modified":"2026-10-23"},{"text":"A proposed Hydrologic Information System (HIS) for Suriname would monitor sediment loading, water quantity, and flooding to reduce infrastructure risks and protect food sources.","ai_generated":true,"unit":"iisd-002321#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends that mining companies, such as the state-owned Grassalco, prioritize local hiring and create local markets for community-grown food to improve regional purchasing power.","ai_generated":true,"unit":"iisd-002321#insight-7","date_modified":"2026-10-23"},{"text":"There is a critical lack of systematic data collection and reporting in Suriname, necessitating investment in transparent monitoring technologies and the development of context-specific WEF indicators.","ai_generated":true,"unit":"iisd-002321#insight-8","date_modified":"2026-10-23"}],"climate_tags":["water security","energy security","food security","mining","sustainable development","renewable energy","land use","biodiversity loss"],"geography_discussed":["Paramaribo","Maripaston"],"frame_perspective":[],"analysis_type":["assessment","capacity building","framework development"]},{"id":"cdkn-000419","url":"https://climateinsightsdirectory.org/document/cdkn-000419","title":"Evaluating the resource mobilisation strategies and sustainability of national climate change funds","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-07","source_url":"https://cdkn.org/sites/default/files/files/CDKN-Dalberg-NCCF-Resource-Mobilization-Report_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates National Climate Change Funds (NCCFs), finding that they currently play a limited role in global climate finance, accounting for less than 0.2% of total flows in 2013. It identifies key barriers to resource mobilisation, including weak institutional capacities and a lack of clear vision, and proposes a structured three-step approach—defining vision, building capacity, and engaging investors—to improve their sustainability.","ai_generated":true,"unit":"cdkn-000419#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"National Climate Change Funds (NCCFs) have a marginal impact on global climate finance flows, with 2013 disbursements of less than USD 400 million, representing less than 0.2% of total climate finance for that year.","ai_generated":true,"unit":"cdkn-000419#insight-1","date_modified":"2026-10-23"},{"text":"A small number of funds dominate the NCCF landscape; four funds in Brazil and Bangladesh received USD 2.1 billion of the USD 2.5 billion total pledged to NCCFs since their inception.","ai_generated":true,"unit":"cdkn-000419#insight-2","date_modified":"2026-10-23"},{"text":"Bilateral donors are the primary source of funding for NCCFs, contributing over 60% of total funds, followed by public domestic sources at 37%.","ai_generated":true,"unit":"cdkn-000419#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies several internal barriers to successful resource mobilisation, specifically the absence of a well-defined vision and strategy, and weak institutional capacities such as poor fiduciary standards.","ai_generated":true,"unit":"cdkn-000419#insight-4","date_modified":"2026-10-23"},{"text":"Government support is critical for providing credibility and legitimacy to an NCCF, though donors often value a degree of autonomy to protect funds from political instability.","ai_generated":true,"unit":"cdkn-000419#insight-5","date_modified":"2026-10-23"},{"text":"Private sector finance is primarily attracted to NCCFs focusing on mitigation projects that are commercially viable, whereas adaptation projects often struggle to attract private investment.","ai_generated":true,"unit":"cdkn-000419#insight-6","date_modified":"2026-10-23"},{"text":"The report proposes a three-step resource mobilisation approach: first, defining a vision and strategy through a theory of change and benchmarking; second, building institutional capacities across people, tools, governance, and partnerships; and third, identifying and engaging target investors.","ai_generated":true,"unit":"cdkn-000419#insight-7","date_modified":"2026-10-23"},{"text":"Incubation through existing organisations, such as the UNDP, can provide new funds with necessary fiduciary credibility and a environment to develop project pipelines.","ai_generated":true,"unit":"cdkn-000419#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","resource mobilization theory","fiduciary","Reducing emissions from deforestation and forest degradation","Private sector engagement","public finance"],"geography_discussed":["World","Brazil","Bangladesh","Ethiopia","Rwanda","South Africa","Mali","Bhutan","Cambodia","Indonesia","Federated States of Micronesia","Peru","Thailand","Argentina","Morocco"],"frame_perspective":[],"analysis_type":["assessment","best practice guide"]},{"id":"cdkn-000267","url":"https://climateinsightsdirectory.org/document/cdkn-000267","title":"The potential impacts of urban and peri-urban agriculture and forestry on climate change adaptation, mitigation and other co-developmental benefits","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2014-08-14","source_url":"https://cdkn.org/resource/potential-impacts-of-urban-and-peri-urban-agriculture-and-forestry-on-climate-change-adaptation-mitigation-and-other-co-developmental-benefits","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines Urban and Peri-urban Agriculture and Forestry (UPAF), defined as the production of trees, food, and other agricultural products within urban and peri-urban areas. It notes that while UPAF is expected to contribute to climate change adaptation and mitigation, there has been little analysis to determine which specific UPAF models are most effective for different city configurations.","ai_generated":true,"unit":"cdkn-000267#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Urban and Peri-urban Agriculture and Forestry (UPAF) encompasses a wide range of activities, including urban horticulture, livestock, (agro-) forestry, aquaculture, and associated processing and marketing, occurring in diverse locations such as rooftops, backyards, and flood-zones.","ai_generated":true,"unit":"cdkn-000267#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap in research regarding the relationship between specific UPAF models, city configurations, and their resulting climate change impacts.","ai_generated":true,"unit":"cdkn-000267#insight-2","date_modified":"2026-10-23"}],"climate_tags":["urban agriculture","urban forestry","climate change adaptation","climate change mitigation","food system","agroforestry","aquaculture"],"geography_discussed":["Rosario","Argentina","Kesbewa Urban Council Area","Sri Lanka"],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"sei-000093","url":"https://climateinsightsdirectory.org/document/sei-000093","title":"Chapter 2: Atmosphere","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2012-06-06","source_url":"https://www.sei.org/publications/geo-5-chapter-2-atmosphere/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The global atmosphere is at a critical stage, with climate change identified as the most pressing issue. While successful international cooperation has phased out ozone-depleting substances and lead in petrol, progress on particulate matter and tropospheric ozone is mixed, particularly in Africa, Asia, and Latin America. Despite the availability of low-carbon technologies, greenhouse gas concentrations continue to rise, leaving a gap of several billion tonnes of CO2 equivalent between current pledges and the targets needed to limit global warming to 2°C. The document advocates for an integrated approach to atmospheric protection and the use of short-lived climate forcers as a complementary strategy to CO2 reduction.","ai_generated":true,"unit":"sei-000093#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International cooperation has successfully addressed specific atmospheric threats through the phase-out of lead in petrol and ozone-depleting substances using cost-effective solutions.","ai_generated":true,"unit":"sei-000093#insight-1","date_modified":"2026-10-23"},{"text":"Air quality progress is uneven; while developed nations have largely met World Health Organization guidelines for sulphur, nitrogen, and particulate matter (PM), levels of PM in many cities across Africa, Asia, and Latin America remain far above these guidelines.","ai_generated":true,"unit":"sei-000093#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is the primary atmospheric concern, but current emission reduction pledges are insufficient to prevent global temperatures from exceeding the 2°C pre-industrial limit, with a gap of several billion tonnes of CO2 equivalent remaining.","ai_generated":true,"unit":"sei-000093#insight-3","date_modified":"2026-10-23"},{"text":"Reducing short-lived climate forcers (SLCFs), such as methane, black carbon, and tropospheric ozone, offers a rapid way to slow temperature increases and improve health and food security, though this must complement CO2 reductions.","ai_generated":true,"unit":"sei-000093#insight-4","date_modified":"2026-10-23"},{"text":"Governments currently fail to address climate change, air quality, and stratospheric ozone depletion in an integrated manner, despite the potential for an integrated approach to maximize benefits and support economic development.","ai_generated":true,"unit":"sei-000093#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","greenhouse gas","carbon dioxide","methane","air quality","particulates"],"geography_discussed":["Africa","Asia","Latin America","Europe","North America"],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"sei-000248","url":"https://climateinsightsdirectory.org/document/sei-000248","title":"Chapter 3: Land","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2012-06-06","source_url":"https://www.sei.org/publications/geo-5-chapter-3-land/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document analyzes how population growth, economic development, and globalization intensify pressures on land resources, leading to ecosystem degradation and resource depletion. It highlights the conflict between perpetual economic growth and biophysical limits, noting that land-use decisions often ignore non-economic ecosystem functions. The text identifies competing demands for food, feed, fuel, and fiber as primary drivers of land conversion and degradation, exacerbated by climate change. It argues that sustainable land management requires improved governance, capacity building, and the engagement of local communities, mentioning strategies such as REDD and community-based resource management.","ai_generated":true,"unit":"sei-000248#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Economic growth and land-use decisions frequently ignore biophysical limits and non-economic ecosystem functions, leading to severe degradation of terrestrial ecosystems. The economic impact of deforestation and forest degradation is projected to exceed the losses from the 2008 financial crisis.","ai_generated":true,"unit":"sei-000248#insight-1","date_modified":"2026-10-23"},{"text":"Land resources are under intensifying pressure from simultaneous increases in demand for food, livestock feed, biofuels, and raw materials, which is driven by population growth, changing diets, and specific biofuel policies. This results in land conversion, degradation, and increased pressure on protected areas, further stressed by climate change.","ai_generated":true,"unit":"sei-000248#insight-2","date_modified":"2026-10-23"},{"text":"Globalization and urbanization increase the distance between production and consumption, which obscures the drivers of ecosystem degradation and increases environmental costs related to infrastructure and transport. This trend is both fueled by and contributes to large-scale international land deals.","ai_generated":true,"unit":"sei-000248#insight-3","date_modified":"2026-10-23"},{"text":"Sustainable land management requires governance that engages local communities and recognizes local values, as many previous interventions failed due to a lack of such engagement. Current governance strategies include the UN's REDD programme, certification, and community-based resource management.","ai_generated":true,"unit":"sei-000248#insight-4","date_modified":"2026-10-23"}],"climate_tags":["land-use change","deforestation","biofuel","climate change","Sustainable land management","Reducing emissions from deforestation and forest degradation","ecosystem service","urbanization"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]}]}