{"query_echo":{"q":"","filters":{"geography":["Thailand"]},"warnings":[]},"total":{"value":912,"relation":"eq"},"page":18,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=18","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=19","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-000390","url":"https://climateinsightsdirectory.org/document/sei-000390","title":"Conceptual Framework for Cross-Border Impacts of Climate Change","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-06-14","source_url":"https://www.sei.org/publications/conceptual-framework-cross-border-impacts-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors introduce a conceptual framework to address the gap in climate studies that typically focus on impacts within a single geographical region. The framework distinguishes between an initial impact caused by a climate trigger and the subsequent downstream consequences and adaptation responses that propagate through 'impact transmission' and 'response transmission' systems. By accounting for different climate triggers, impact categories, and socio-economic contexts, the framework aims to identify causal relationships and support climate risk management. The authors demonstrate the framework's utility by applying it to the 2011 Thailand floods and projected Arctic sea ice decline.","ai_generated":true,"unit":"sei-000390#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The proposed conceptual framework separates the initial climate-triggered impact in a specific region from the subsequent propagation of consequences via an impact transmission system and adaptation efforts via a response transmission system.","ai_generated":true,"unit":"sei-000390#insight-1","date_modified":"2026-10-23"},{"text":"Effective analysis of cross-border impacts requires recognizing various climate triggers, impact categories, transmission scales and dynamics, response targets, and the broader socio-economic and environmental context.","ai_generated":true,"unit":"sei-000390#insight-2","date_modified":"2026-10-23"},{"text":"Application of the framework to the 2011 Thailand industrial floods and projected Arctic sea ice decline shows it can capture complex system dynamics and help identify adaptation strategies for resilience planning.","ai_generated":true,"unit":"sei-000390#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate impact","climate change adaptation","climate change vulnerability","climate risk management"],"geography_discussed":["Thailand","Arctic"],"frame_perspective":[],"analysis_type":["conceptual framework"]},{"id":"gclifun-004908","url":"https://climateinsightsdirectory.org/document/gclifun-004908","title":"Thai Rice: Strengthening climate-smart rice farming","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2021-06-12","source_url":"https://www.greenclimate.fund/sites/default/files/document/26470-thai-rice-strengthening-climate-smart-rice-farming_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project aims to reduce greenhouse gas emissions by at least 4 million tCO2eq over 15 years and increase the resilience of 250,000 rice farmers in 15 Thai provinces. It focuses on scaling up climate-smart technologies—such as Alternate Wetting and Drying (AWD) and Laser Land Levelling (LLL)—while addressing financial barriers through the creation of the Thai Green Farmers’ Facility (TGFF). The project integrates mitigation and adaptation by promoting water-saving practices and diversifying crops to combat increasing water scarcity and drought.","ai_generated":true,"unit":"gclifun-004908#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rice farming is a major source of greenhouse gas emissions in Thailand, accounting for 8% of the country's total emissions and 51% of agricultural GHG emissions, primarily through methane generated in flooded paddy fields.","ai_generated":true,"unit":"gclifun-004908#insight-1","date_modified":"2026-10-23"},{"text":"Thai rice farming is highly vulnerable to climate change, specifically increasing water scarcity in the dry season, rising temperatures, and more frequent extreme flooding and drought events.","ai_generated":true,"unit":"gclifun-004908#insight-2","date_modified":"2026-10-23"},{"text":"The project targets 250,000 smallholder rice farmers across 15 provinces, including 9 in the Central Plains, 5 in the North-East, and 1 in the North, with a specific goal to include at least 100,000 female farmers.","ai_generated":true,"unit":"gclifun-004908#insight-3","date_modified":"2026-10-23"},{"text":"The project aims to achieve a mitigation impact of at least 4 million tCO2eq over a 15-year lifespan and contribute to safeguarding an additional 11.9 million tCO2eq from farmers previously served by the Thai Rice NAMA Support Project (NSP).","ai_generated":true,"unit":"gclifun-004908#insight-4","date_modified":"2026-10-23"},{"text":"Key climate-smart technologies promoted include Laser Land Levelling (LLL) and Alternate Wetting and Drying (AWD), which can reduce methane emissions by 30-50% and water consumption by 30-40% in irrigated areas.","ai_generated":true,"unit":"gclifun-004908#insight-5","date_modified":"2026-10-23"},{"text":"To overcome financial barriers and risk aversion among farmers and service providers, the project will establish the Thai Green Farmers’ Facility (TGFF) to coordinate a revolving mechanism, a loan guarantee scheme, and crop insurance.","ai_generated":true,"unit":"gclifun-004908#insight-6","date_modified":"2026-10-23"},{"text":"The project promotes the Sustainable Rice Platform (SRP) Standard and the national Rice GAP++ to enable farmers to access premium international markets and verify sustainable practices.","ai_generated":true,"unit":"gclifun-004908#insight-7","date_modified":"2026-10-23"},{"text":"The project addresses the issue of rice straw burning, which releases CO2, CH4, and N2O, by promoting straw baling and other upcycling alternatives to provide farmers with additional income.","ai_generated":true,"unit":"gclifun-004908#insight-8","date_modified":"2026-10-23"},{"text":"The total indicative project cost is EUR 102.35 million, with EUR 39.99 million requested from the GCF as a grant and EUR 62.36 million in co-finance.","ai_generated":true,"unit":"gclifun-004908#insight-9","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","Climate-smart agriculture","climate finance","water scarcity","gender mainstreaming","smallholder","precision agriculture"],"geography_discussed":["Central Thailand","North East","North"],"frame_perspective":[],"analysis_type":["project proposal","climate vulnerability assessment","financial mechanism design"]},{"id":"client-000249","url":"https://climateinsightsdirectory.org/document/client-000249","title":"Thailand\u0019s Community Forest Act","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://www.clientearth.org/media/0unlsvte/briefing-community-forestry-thai-legal-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Thailand's Community Forest Act B.E. 2562 (2019), noting that while it provides a first-time official umbrella law for community forestry, it is limited to areas outside protected forests. The analysis highlights gaps in customary tenure recognition, complex allocation processes, and a lack of explicit safeguards for marginalized groups. It recommends the development of detailed subsidiary regulations to clarify management plans, benefit-sharing, and market access.","ai_generated":true,"unit":"client-000249#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Community Forest Act B.E. 2562 (2019) is the first official umbrella law in Thailand to recognize community forestry, but its scope is limited as community forests can only be established in areas outside of protected forests.","ai_generated":true,"unit":"client-000249#insight-1","date_modified":"2026-10-23"},{"text":"Thailand's legal framework does not recognize the customary tenure or free, prior and informed consent (FPIC) rights of local and Indigenous communities, which may lead to conflicts between the state and local populations.","ai_generated":true,"unit":"client-000249#insight-2","date_modified":"2026-10-23"},{"text":"The process for allocating a community forest is described as long and complex, involving three levels of decision-making (local Forest Resource Management Office, Provincial Community Forest Committee, and the RFD Director General) and taking between 130 and 355 days.","ai_generated":true,"unit":"client-000249#insight-3","date_modified":"2026-10-23"},{"text":"The Act lacks explicit provisions to ensure the participation and representation of vulnerable groups, such as women, youth, and Indigenous Peoples, in community forest management and decision-making.","ai_generated":true,"unit":"client-000249#insight-4","date_modified":"2026-10-23"},{"text":"Commercial logging is prohibited in community forests; timber can only be used for subsistence household needs or public activities, and only non-valuable timber is permitted for such use.","ai_generated":true,"unit":"client-000249#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant legal gap regarding market access, as the Act does not specify which community forest products and services can be sold to third parties.","ai_generated":true,"unit":"client-000249#insight-6","date_modified":"2026-10-23"},{"text":"The Act does not mandate a benefit-sharing mechanism among community members, nor does it require transparency or accountability in the management of community forest funds.","ai_generated":true,"unit":"client-000249#insight-7","date_modified":"2026-10-23"},{"text":"Enforcement involves a potential conflict of interest because the Provincial Community Forest Committee can appoint community forest officials from within the community to monitor and take enforcement actions against their own peers.","ai_generated":true,"unit":"client-000249#insight-8","date_modified":"2026-10-23"},{"text":"The Royal Forest Department (RFD) aims to classify 1.6 million hectares of reserved forest as community forests by 2025, encompassing 15,000 registered community forests.","ai_generated":true,"unit":"client-000249#insight-9","date_modified":"2026-10-23"}],"climate_tags":["forest management","biodiversity conservation","natural resource management","environmental law","indigenous rights"],"geography_discussed":["Nepal","Philippines","Tanzania"],"frame_perspective":[],"analysis_type":["legal analysis","policy assessment"]},{"id":"gem-000235","url":"https://climateinsightsdirectory.org/document/gem-000235","title":"Nervous Money","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_LNGTerminals2021_r7_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights a significant downturn in the LNG sector, characterized by widespread final investment decision (FID) delays, cost overruns, and a shift in perception of LNG from a climate solution to a climate problem. While import capacity continues to expand rapidly, particularly in Asia and Brazil, export projects—especially in North America—are struggling with financing and competition from lower-cost producers in Qatar and Russia.","ai_generated":true,"unit":"gem-000235#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant portion of global LNG export capacity is facing serious disruptions or delays in reaching final investment decisions (FID). As of May 2021, at least 21 export terminals, representing 265 million tonnes per annum (MTPA) or 38% of the 700 MTPA of export capacity under development worldwide, report FID delays or other disruptions.","ai_generated":true,"unit":"gem-000235#insight-1","date_modified":"2026-10-23"},{"text":"North America is the most affected region regarding export project instability, accounting for 64% of global export capacity in construction or pre-construction and 18 of the 26 projects reporting financing difficulties, including 10 of 18 terminals reporting FID delays.","ai_generated":true,"unit":"gem-000235#insight-2","date_modified":"2026-10-23"},{"text":"The perception of LNG has shifted from being a transition fuel to a climate liability, driven by methane leakage and net-zero scenarios. The IEA's 2021 Net Zero by 2050 scenario suggests that inter-regional LNG trade would need to decline from 310 million tonnes in 2020 to approximately 118 million tonnes by 2050.","ai_generated":true,"unit":"gem-000235#insight-3","date_modified":"2026-10-23"},{"text":"Global LNG import capacity is expanding rapidly, with enough projects in construction or pre-construction to increase capacity by 70%. Asia leads this growth, with 70.3% of global regasification capacity in construction or pre-construction, specifically led by China (32%), India (10.6%), and Thailand (7.1%).","ai_generated":true,"unit":"gem-000235#insight-4","date_modified":"2026-10-23"},{"text":"Brazil has become a significant hotspot for LNG import infrastructure following the March 2021 New Gas Law, which ended the monopoly of the state-owned firm Petrobras. There are 13 regasification projects under development in Brazil, 91% of which (37.8 MTPA) are floating storage regasification units (FSRUs).","ai_generated":true,"unit":"gem-000235#insight-5","date_modified":"2026-10-23"},{"text":"The Mozambique LNG Terminal, a US$20 billion project, declared force majeure on April 26, 2021, following an insurgent attack on the town of Palma, illustrating the vulnerability of massive capital projects to political instability.","ai_generated":true,"unit":"gem-000235#insight-6","date_modified":"2026-10-23"},{"text":"High-cost LNG developers, particularly in the U.S. and Canada, face existential threats from lower-cost producers in Qatar and the Russian Arctic, as well as the declining cost of renewable energy alternatives, which are projected to fall by 45% to 55% between 2019 and 2030.","ai_generated":true,"unit":"gem-000235#insight-7","date_modified":"2026-10-23"}],"climate_tags":["liquefied natural gas","methane emissions","carbon neutrality","energy security","renewable energy","climate finance"],"geography_discussed":["North America","People's Republic of China","India","Thailand","Brazil","Mozambique","Qatar","Russia","United States","Canada","Mexico"],"frame_perspective":[],"analysis_type":["infrastructure assessment","financial risk analysis","market trend analysis"]},{"id":"saiia-001826","url":"https://climateinsightsdirectory.org/document/saiia-001826","title":"Services as a Driver of Economic Growth and Job Creation in South Africa: Can the AfCFTA Assist?","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-06","source_url":"https://saiia.org.za/wp-content/uploads/2021/07/Policy-Insights-115-jules-govender-bridgman.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines South Africa's service sector, which contributes approximately 61% to national GDP and employs over 5.5 million workers. While the sector is large, the authors argue that growth must shift toward exports, particularly within Africa, as the domestic market is overdeveloped. The brief concludes that the AfCFTA is unlikely to provide a short-term boost due to a lack of specific service sector commitments and persistent regulatory hurdles, such as visa restrictions and inadequate ICT infrastructure. It recommends establishing a unified coalition of service providers and updating digital infrastructure to enhance South Africa's role as a regional gateway.","ai_generated":true,"unit":"saiia-001826#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa's service sector is relatively large compared to middle-income peers, contributing approximately 61% to national GDP and employing more than 5.5 million workers, which represents roughly 71.5% of total employment.","ai_generated":true,"unit":"saiia-001826#insight-1","date_modified":"2026-10-23"},{"text":"Despite its size, South Africa's services trade performance has been poor since 2010, with exports decreasing from $16 billion in 2010 to $15.9 billion in 2018, while imports fell from $19.5 billion to $16.4 billion over the same period.","ai_generated":true,"unit":"saiia-001826#insight-2","date_modified":"2026-10-23"},{"text":"South Africa's services exports are heavily concentrated in traditional markets outside of Africa; in 2019, exports to Europe and Central Asia, East Asia and the Pacific, and North America accounted for over 80% of trade, while sub-Saharan neighbours accounted for only 7%.","ai_generated":true,"unit":"saiia-001826#insight-3","date_modified":"2026-10-23"},{"text":"The AfCFTA is not expected to be a significant short-term catalyst for services growth because South Africa has not yet made service sector commitments under the agreement and is likely to maintain the status quo of its GATS rules.","ai_generated":true,"unit":"saiia-001826#insight-4","date_modified":"2026-10-23"},{"text":"Significant barriers hinder South Africa's ability to act as a regional gateway, including regulatory constraints on the movement of people, delays in issuing business and scarce skills visas, and inadequate ICT and power infrastructure.","ai_generated":true,"unit":"saiia-001826#insight-5","date_modified":"2026-10-23"},{"text":"There is a critical lack of institutional representation for the service sector in South Africa, as the country lacks a unified coalition or business association to engage the state on policy support for services exports.","ai_generated":true,"unit":"saiia-001826#insight-6","date_modified":"2026-10-23"},{"text":"Tourism is a vital employment driver, contributing 1.5 million direct and indirect jobs (4.5% of total employment) in 2018, but the sector lost over 300,000 jobs due to COVID-19 lockdown measures.","ai_generated":true,"unit":"saiia-001826#insight-7","date_modified":"2026-10-23"}],"climate_tags":["economic growth","job creation","tourism industry","energy security"],"geography_discussed":["World","Mauritius","Thailand","Africa"],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis"]},{"id":"wwf-000690","url":"https://climateinsightsdirectory.org/document/wwf-000690","title":"DRIVEN TO WASTE: THE GLOBAL IMPACT OF FOOD LOSS AND WASTE ON FARMS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://www.worldwildlife.org/documents/788/6yoepbekgh_wwf_uk__driven_to_waste___the_global_impact_of_food_loss_and_waste_on_farms.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report estimates that 1.2 billion tonnes of food are wasted on farms annually, representing 15.3% of global production. This waste contributes 2.2 gigatonnes of CO2 eq, approximately 4% of all anthropogenic greenhouse gas emissions. The analysis reveals that high- and middle-income regions contribute a disproportionate share of harvest waste per capita. The document argues that farm-stage waste is driven not only by direct biological or technical factors but by indirect systemic drivers, including market power imbalances, rigid retail specifications, and the diversion of edible food to animal feed. It calls for a 50% reduction target from 'farm to fork' by 2030 and a shift toward holistic interventions involving governments, retailers, and citizens.","ai_generated":true,"unit":"wwf-000690#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global food waste on farms is estimated at 1.2 billion tonnes per year, which is approximately 15.3% of all food produced globally, with a total value of $370 billion.","ai_generated":true,"unit":"wwf-000690#insight-1","date_modified":"2026-10-23"},{"text":"Farm-stage food waste has a significant carbon footprint of 2.2 gigatonnes CO2 eq, accounting for roughly 16% of all agricultural emissions and 4% of total anthropogenic greenhouse gas emissions.","ai_generated":true,"unit":"wwf-000690#insight-2","date_modified":"2026-10-23"},{"text":"High- and middle-income countries in Europe, North America, and Industrialised Asia (China, Japan, and the Republic of Korea) contribute 58% of global harvest waste, despite representing only 37% of the global population.","ai_generated":true,"unit":"wwf-000690#insight-3","date_modified":"2026-10-23"},{"text":"The land used to produce food wasted on farms globally is approximately 4.4 million km2, an area larger than the Indian subcontinent, with meat and animal products responsible for over half of this land use.","ai_generated":true,"unit":"wwf-000690#insight-4","date_modified":"2026-10-23"},{"text":"Freshwater withdrawals for food lost at the farm stage total 760km3, with cereals and pulses (37%) and meat and animal products (22%) being the primary contributors.","ai_generated":true,"unit":"wwf-000690#insight-5","date_modified":"2026-10-23"},{"text":"Current definitions of food waste often mask the problem by excluding edible food diverted to animal feed, which can disincentivise reduction and drive overproduction.","ai_generated":true,"unit":"wwf-000690#insight-6","date_modified":"2026-10-23"},{"text":"Farm-stage waste is driven by indirect systemic factors, such as asymmetric power balances in supply chains and retail specifications for appearance, which can make harvesting unprofitable for farmers.","ai_generated":true,"unit":"wwf-000690#insight-7","date_modified":"2026-10-23"},{"text":"In the US broiler chicken industry, unsustainable rapid growth rates and poor animal welfare contribute to waste levels of 637,000 tonnes per year, or 6.5% of total farm-stage meat product waste in the region.","ai_generated":true,"unit":"wwf-000690#insight-8","date_modified":"2026-10-23"},{"text":"In South and Southeast Asia, rice waste is driven by market demand for specific cultivars like basmati, which may be less suited to the land and result in higher waste rates.","ai_generated":true,"unit":"wwf-000690#insight-9","date_modified":"2026-10-23"},{"text":"In Uganda and Tanzania, dagaa fish waste levels are estimated at 26-40% of landed catch, often due to a lack of suitable drying equipment and low market prices.","ai_generated":true,"unit":"wwf-000690#insight-10","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","biodiversity loss","land use","Sustainable Development Goals","climate finance","regenerative agriculture","food security"],"geography_discussed":["Europe","North America","People's Republic of China","Japan","South Korea","India","Thailand","Uganda","Tanzania","Pakistan","United States","Canada","Ethiopia","Ghana","Madagascar"],"frame_perspective":[],"analysis_type":["quantitative assessment","case study analysis","policy review"]},{"id":"sei-000684","url":"https://climateinsightsdirectory.org/document/sei-000684","title":"Inclusion in urban governance of small intermediary cities South","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-05-31","source_url":"https://www.sei.org/publications/inclusion-in-urban-governance-of-small-intermediary-cities-south/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines seven urban sustainability interventions in small and intermediary cities of the global South, focusing on disaster risk reduction, adaptation, emission reduction, and resource management. Using a framework to analyze actors and drivers, the study finds that the entities leading and financing projects significantly influence the inclusivity of the process and the resulting environmental framing. The analysis includes primary case studies from Nakuru, Kenya, and Udon Thani, Thailand.","ai_generated":true,"unit":"sei-000684#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The outcomes regarding inclusion processes and the framing of environmental solutions are explained by the drivers of the intervention and the actors responsible for leading and financing the projects.","ai_generated":true,"unit":"sei-000684#insight-1","date_modified":"2026-10-23"},{"text":"Actors in small and intermediary cities of the global South are utilizing various methods to achieve sustainability transitions across four specific areas: natural resource management, greenhouse gas emission reduction, adaptation building, and disaster risk reduction.","ai_generated":true,"unit":"sei-000684#insight-2","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change adaptation","greenhouse gas emissions reduction","natural resource management","social equity"],"geography_discussed":["Nakuru","Kenya","Udon Thani","Thailand"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-001075","url":"https://climateinsightsdirectory.org/document/clipolin-001075","title":"Debt for Climate Swaps","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2021-05","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2021/05/Debt-for-Climate-Swaps-Blueprint-May-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Middle Income Countries (MICs) face a critical gap in debt relief mechanisms following the COVID-19 pandemic, as they are ineligible for the Debt Suspension Servicing Initiative (DSSI) despite high debt burdens that crowd out climate spending. It proposes Debt for Climate (DFC) swaps, where creditor nations forgive a portion of external debt in exchange for the debtor nation making local currency payments toward climate projects. The report outlines eligibility criteria for debtor nations—including a requirement of no imminent liquidity crisis and high bilateral external debt—and suggests three specific use cases: an Accelerated Coal Power Retirement Mechanism (ACPRM), an Accelerated Energy Efficiency Adoption Mechanism (AEEAM), and Nature-Based Solutions (NBS) for adaptation. It identifies specific priority countries for these mechanisms, such as Vietnam and the Philippines for coal retirement, and South Africa and Uzbekistan for energy efficiency, based on energy intensity and carbon dependency data.","ai_generated":true,"unit":"clipolin-001075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Middle Income Countries (MICs) lack dedicated debt relief interventions despite high debt service costs; the IMF estimates that public debt service costs to government tax revenue will exceed 20% in a majority of low-income and emerging countries in 2021.","ai_generated":true,"unit":"clipolin-001075#insight-1","date_modified":"2026-10-23"},{"text":"Debt for Climate (DFC) swaps differ from previous Debt for Nature (DFN) swaps by focusing on economic recovery and larger ticket sizes to generate significant climate impact, rather than primarily addressing liquidity crises to prevent default.","ai_generated":true,"unit":"clipolin-001075#insight-2","date_modified":"2026-10-23"},{"text":"Eligible countries for DFC swaps should be Middle Income Countries (MICs) or Low Income Countries (LICs) not part of the DSSI, with public external debt held bilaterally exceeding USD 3 billion or 5% of GDP, and no imminent liquidity crisis.","ai_generated":true,"unit":"clipolin-001075#insight-3","date_modified":"2026-10-23"},{"text":"The Accelerated Coal Power Retirement Mechanism (ACPRM) is proposed for countries with high coal dependence, specifically those where coal imports exceed 25% of total consumption and coal generates over 40% of power; Vietnam and the Philippines are identified as priority candidates.","ai_generated":true,"unit":"clipolin-001075#insight-4","date_modified":"2026-10-23"},{"text":"The Accelerated Energy Efficiency Adoption Mechanism (AEEAM) targets countries with high energy and carbon intensity (fossil fuel energy consumption > 70%), with South Africa, Uzbekistan, and Thailand identified as relevant candidates.","ai_generated":true,"unit":"clipolin-001075#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation and Nature-Based Solutions (NBS) are proposed for the most climate-vulnerable nations, identified via the ND-GAIN Index; priority countries include Zimbabwe, Bangladesh, Laos, and Cambodia.","ai_generated":true,"unit":"clipolin-001075#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","energy efficiency","nature-based solutions","climate change adaptation","climate change mitigation","just transition","biodiversity"],"geography_discussed":["Bolivia","Seychelles","Vietnam","Philippines","South Africa","Uzbekistan","Thailand","Zimbabwe","Bangladesh","Laos","Cambodia"],"frame_perspective":[],"analysis_type":["policy proposal","financial framework","case study analysis"]},{"id":"sei-002301","url":"https://climateinsightsdirectory.org/document/sei-002301","title":"Integrated Agriculture-Aquaculture Systems for Climate Change Adaptation, Mitigation and Livelihoods","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2021-05","source_url":"https://www.sei.org/wp-content/uploads/2021/06/full-version-01-iaa-paper-series-may-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines integrated agriculture-aquaculture (IAA) systems, which recycle nutrients between crops, livestock, and fish to increase productivity and reduce external inputs. It argues that IAA is a promising climate-smart land use approach for Southeast Asia, offering benefits such as livelihood diversification, improved water efficiency, and reduced greenhouse gas emissions. The brief emphasizes the need for inclusive policies, gender equity, and regional cooperation through ASEAN frameworks to scale up these systems for smallholder farmers.","ai_generated":true,"unit":"sei-002301#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Integrated agriculture-aquaculture (IAA) is a circular production approach that increases productivity and reduces the need for external inputs like chemical fertilisers, pesticides, and formulated animal feed by recycling nutrients and by-products between subsystems.","ai_generated":true,"unit":"sei-002301#insight-1","date_modified":"2026-10-23"},{"text":"IAA serves as an effective climate change adaptation measure by diversifying household incomes, improving water efficiency, and providing viable land-use options in coastal areas affected by saltwater intrusion, such as alternating shrimp and rice farming.","ai_generated":true,"unit":"sei-002301#insight-2","date_modified":"2026-10-23"},{"text":"IAA systems contribute to climate change mitigation by avoiding methane and nitrous oxide emissions from decomposing animal waste and reducing emissions associated with the production of commercial fertilisers and feeds, though the total mitigation potential requires further quantification.","ai_generated":true,"unit":"sei-002301#insight-3","date_modified":"2026-10-23"},{"text":"The document identifies several specific IAA models: rice-fish systems, integrated fish-livestock systems, and the Vietnamese VAC model (garden, pond, livestock pen), noting that semi-intensive systems can achieve fish yields of up to 10 tonnes per hectare.","ai_generated":true,"unit":"sei-002301#insight-4","date_modified":"2026-10-23"},{"text":"Realising the full potential of IAA for poverty alleviation requires a focus on equity and inclusion, particularly for women and very poor households, through tailored capacity-building and the removal of institutional barriers.","ai_generated":true,"unit":"sei-002301#insight-5","date_modified":"2026-10-23"},{"text":"To scale up IAA in Southeast Asia, the document recommends that national policy-makers integrate these systems into food and agriculture policies and that ASEAN Member States leverage existing regional frameworks, such as the Strategic Plan for ASEAN Cooperation in Food, Agriculture and Forestry 2016–2025.","ai_generated":true,"unit":"sei-002301#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","food security","circular economy","agroecology","methane emissions","smallholder","water management","Climate-smart agriculture"],"geography_discussed":["Vietnam","Indonesia","Myanmar","Philippines","Thailand","Laos","China","Nepal"],"frame_perspective":[],"analysis_type":["policy assessment","technical briefing"]},{"id":"sei-002850","url":"https://climateinsightsdirectory.org/document/sei-002850","title":"La red de valor de la yuca y su potencial en la bioeconomía de Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"es","date_published":"2021-05","source_url":"https://www.sei.org/wp-content/uploads/2021/05/workingpaperyucabioeconomia-canalestrujillo-mayo21.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the cassava value network in Colombia, highlighting its current use in food and industrial sectors and its potential for bioplastics and animal feed. It identifies low productivity, limited technology transfer, and financial barriers for smallholders as key challenges. The paper suggests transitioning toward biorefineries and inclusive supply chains to enhance Colombia's bioeconomy.","ai_generated":true,"unit":"sei-002850#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Colombia is the third largest producer of cassava in Latin America, producing 2.8 million tons in 2019 across 259,931 hectares, though its average yield of 11.34 ton/ha is significantly lower than leaders like Thailand (22 ton/ha), Paraguay (18 ton/ha), and Brazil (14 ton/ha).","ai_generated":true,"unit":"sei-002850#insight-1","date_modified":"2026-10-23"},{"text":"The Colombian cassava sector is dominated by small-scale production (85% of farms are under 10 hectares), with 94.4% of production used for direct human consumption and only 5.6% destined for industrial use.","ai_generated":true,"unit":"sei-002850#insight-2","date_modified":"2026-10-23"},{"text":"Colombia faces a deficit in industrial cassava starch, importing 13.4 thousand tons (USD 6.5 million) from Paraguay in 2019, primarily to address shortages occurring in the second half of each year.","ai_generated":true,"unit":"sei-002850#insight-3","date_modified":"2026-10-23"},{"text":"The value network is divided into regional hubs: Cauca focuses on 'sour starch' (almidón agrio) for traditional breads; the Atlantic Coast produces both fresh and industrial cassava; Orinoquía is the primary supplier of fresh cassava to Bogotá with the highest yields; and the Amazon uses traditional 'chagras' for diverse human consumption and artisanal products like tucupí.","ai_generated":true,"unit":"sei-002850#insight-4","date_modified":"2026-10-23"},{"text":"Financial access for small producers is limited by lack of land ownership, leading to a reliance on microfinance institutions over state banks; however, 'advance contracts' (contratos anticipados) are increasingly used as credit guarantees.","ai_generated":true,"unit":"sei-002850#insight-5","date_modified":"2026-10-23"},{"text":"There is significant untapped potential for cassava in the animal feed industry to replace imported corn, soy, and sorghum, as well as in the bioplastics market, supported by research and patents from the University of Cauca.","ai_generated":true,"unit":"sei-002850#insight-6","date_modified":"2026-10-23"},{"text":"Environmental and sustainability challenges include the uncontrolled use of herbicides, soil erosion on slopes, and the discharge of cyanide-rich wastewater from sour starch mills, with only about 10 of 60 mills in Cauca possessing wastewater treatment plants (PTAR).","ai_generated":true,"unit":"sei-002850#insight-7","date_modified":"2026-10-23"},{"text":"Technological transfer is inefficient despite the presence of global research leaders like CIAT and Agrosavia; the use of improved, non-toxic varieties by farmers remains insufficient.","ai_generated":true,"unit":"sei-002850#insight-8","date_modified":"2026-10-23"},{"text":"The document proposes a transition toward 'biorefineries' to maximize biomass use, including residues, though previous attempts at cassava-based bioethanol in Colombia have failed.","ai_generated":true,"unit":"sei-002850#insight-9","date_modified":"2026-10-23"},{"text":"Public procurement, specifically School Feeding Programs (PAE), represents a market opportunity to replace imported wheat flour with locally produced cassava flour.","ai_generated":true,"unit":"sei-002850#insight-10","date_modified":"2026-10-23"}],"climate_tags":["biobased economy","sustainable agriculture","ethanol fuel","circular economy","biomass","land use","biodiversity","wastewater treatment","agricultural productivity"],"geography_discussed":["Cauca Department","Caribbean region of Colombia","Orinoquía natural region","Amazon rainforest","Thailand","Brazil","Paraguay","Nigeria"],"frame_perspective":[],"analysis_type":["value chain analysis","case study","stakeholder mapping"]},{"id":"wwf-000451","url":"https://climateinsightsdirectory.org/document/wwf-000451","title":"COVID-19 One Year Later Public Perceptions about Pandemics and Their Links to Nature","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-05","source_url":"https://www.worldwildlife.org/documents/351/3zqwm241f_WWF_5_country_Survey___Public_Perceptions_about_Pandemics_and_Their__D3ctfjm.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds strong overall support (85%) for closing high-risk wildlife markets to prevent future pandemics, though this varies by country. While many participants associate COVID-19 with wild animals, perceptions of root causes and the effectiveness of government interventions differ significantly across the five surveyed nations. The study also tracks wildlife and exotic pet purchase behaviors, noting that while some consumption has decreased due to the pandemic, a segment of the population still intends to purchase wildlife products through alternative channels like online platforms or overseas suppliers.","ai_generated":true,"unit":"wwf-000451#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is strong overall support (85%) across the five surveyed countries for governments to close high-risk markets selling wildlife to prevent future pandemics, with the highest support in Vietnam (94%) and the lowest in the U.S. (68%).","ai_generated":true,"unit":"wwf-000451#insight-1","date_modified":"2026-10-23"},{"text":"Perceptions of the primary source of COVID-19 vary by country: 48% of Chinese participants cite wildlife as the primary source, while in the U.S. and Thailand, only 23% do so.","ai_generated":true,"unit":"wwf-000451#insight-2","date_modified":"2026-10-23"},{"text":"Disease transmission from animals to humans is perceived as the most likely root cause for future pandemics by 46% of all participants, although antibiotic resistance is ranked higher in the U.S. and Vietnam.","ai_generated":true,"unit":"wwf-000451#insight-3","date_modified":"2026-10-23"},{"text":"While only 15% of participants identify deforestation or poor land quality as a root cause of pandemics, 88% support increased efforts to preserve forests and end deforestation to prevent future outbreaks.","ai_generated":true,"unit":"wwf-000451#insight-4","date_modified":"2026-10-23"},{"text":"COVID-19 has led 29% of participants to either stop or reduce their consumption of wildlife products, with the most significant increase in this trend observed in Thailand (rising from 21% in 2020 to 41% in 2021).","ai_generated":true,"unit":"wwf-000451#insight-5","date_modified":"2026-10-23"},{"text":"Among those who still intend to buy wildlife products in the future, 31% would be deterred if high-risk markets were closed; however, others would turn to alternative channels, most notably overseas purchases (36%), trusted suppliers (33%), or online (26%).","ai_generated":true,"unit":"wwf-000451#insight-6","date_modified":"2026-10-23"},{"text":"Exotic pet purchase incidence is highest in Vietnam (13%) and Thailand (12%), with parrots and snakes being the most popular species overall.","ai_generated":true,"unit":"wwf-000451#insight-7","date_modified":"2026-10-23"},{"text":"There is broad support (85%) for the 'One Health' approach to dealing with pandemics, although only 31% of participants had heard of the approach before the survey.","ai_generated":true,"unit":"wwf-000451#insight-8","date_modified":"2026-10-23"},{"text":"In Vietnam, 91% of participants support the phasing out of wildlife farms for mammals and birds, and 76% express concern about disease transfer from farmed animals eaten in restaurants.","ai_generated":true,"unit":"wwf-000451#insight-9","date_modified":"2026-10-23"},{"text":"In the U.S., 69% of participants support new laws to ensure that products sold domestically do not contribute to global deforestation.","ai_generated":true,"unit":"wwf-000451#insight-10","date_modified":"2026-10-23"}],"climate_tags":["deforestation"],"geography_discussed":["Hong Kong","Cambodia"],"frame_perspective":[],"analysis_type":["public perception survey","comparative analysis"]},{"id":"sei-001069","url":"https://climateinsightsdirectory.org/document/sei-001069","title":"Games for Building Climate Resilience in Thailand","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04-15","source_url":"https://www.sei.org/publications/games-for-building-climate-resilience-in-thailand/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 'Kin Dee You Dee' toolkit uses three sets of serious games to build climate resilience in urban low-income communities. The process moves from creating awareness of resilience concepts to mapping assets and risks, and finally developing strategic response plans. Applied in the Bangkok Metropolitan Region and Udon Thani province, the toolkit is concluded to be a useful instrument for policymakers and stakeholders to increase community engagement and disaster risk awareness.","ai_generated":true,"unit":"sei-001069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Kin Dee You Dee' toolkit consists of three stages: first, creating awareness of resilience concepts; second, mapping individual and community assets and identifying associated risks; and third, reflecting on threats to create a strategic response plan.","ai_generated":true,"unit":"sei-001069#insight-1","date_modified":"2026-10-23"},{"text":"The toolkit was applied in the Udon Thani province and the Bangkok Metropolitan Region, both of which are identified as areas with high exposure to climate risks, to test its ability to enhance disaster risk awareness and community participation.","ai_generated":true,"unit":"sei-001069#insight-2","date_modified":"2026-10-23"},{"text":"The study concludes that the toolkit is an effective resource for stakeholders and policymakers involved in city development to engage with communities and improve their awareness of risks.","ai_generated":true,"unit":"sei-001069#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","community engagement","urban planning"],"geography_discussed":["Bangkok Metropolitan Region","Udon Thani"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clibonds-000920","url":"https://climateinsightsdirectory.org/document/clibonds-000920","title":"ASEAN Sustainable Finance State of the Market 2020","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2021-04","source_url":"https://www.climatebonds.net/files/documents/publications/ASEAN-Sustainable-Finance-State-of-the-Market-2020.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The ASEAN sustainable finance market reached a record high of USD 12.8bn in GSS bond and loan issuance in 2020. Singapore leads the region in volume, particularly through green loans for real estate, while Indonesia and Thailand show strong growth driven by sovereign issuances. The market is increasingly diversifying into sustainability-linked instruments and social bonds, although the latter remained less active in 2020. The report highlights the critical role of government support, the development of regional and national taxonomies, and the influence of Development Finance Institutions (DFIs) in scaling green infrastructure.","ai_generated":true,"unit":"clibonds-000920#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"ASEAN issuance of green, social, and sustainability (GSS) bonds and loans reached a record high of USD 12.8bn in 2020, representing a slight increase from USD 11.5bn in 2019, with cumulative issuance reaching USD 29.4bn.","ai_generated":true,"unit":"clibonds-000920#insight-1","date_modified":"2026-10-23"},{"text":"Singapore is the regional leader in sustainable finance, accounting for 53% of total issuance in 2020, with a market heavily dominated by green loans in the real estate sector.","ai_generated":true,"unit":"clibonds-000920#insight-2","date_modified":"2026-10-23"},{"text":"Green buildings and energy are the primary drivers of green investment in ASEAN, together capturing a record 79% of total proceeds in 2020, with buildings accounting for nearly half of the cumulative volume.","ai_generated":true,"unit":"clibonds-000920#insight-3","date_modified":"2026-10-23"},{"text":"The ASEAN sustainable finance market is increasingly driven by the private sector; in 2020, non-financial corporates represented 67% of total green bond issuance.","ai_generated":true,"unit":"clibonds-000920#insight-4","date_modified":"2026-10-23"},{"text":"Indonesia has established itself as a major issuer through sovereign green sukuk, with three such issuances totaling USD 2.8bn, attracting significant interest from both global and retail green investors.","ai_generated":true,"unit":"clibonds-000920#insight-5","date_modified":"2026-10-23"},{"text":"Thailand's sustainable finance market saw significant growth in 2020, highlighted by the issuance of a USD 3.45bn sovereign sustainability bond, the first of its kind for a sovereign in Southeast Asia.","ai_generated":true,"unit":"clibonds-000920#insight-6","date_modified":"2026-10-23"},{"text":"Sustainability-linked loans (SLLs) and bonds (SLBs) are emerging as a novel way to mobilize capital, with a combined size of USD 4.8bn for instruments issued between 2020 and early 2021 across Malaysia, Singapore, and Thailand.","ai_generated":true,"unit":"clibonds-000920#insight-7","date_modified":"2026-10-23"},{"text":"The ASEAN social and sustainability bond markets remain in an early stage, constituting only 1% of the global market, with sustainability labels dominating 89% of the cumulative USD 5.8bn issued between 2015 and 2020.","ai_generated":true,"unit":"clibonds-000920#insight-8","date_modified":"2026-10-23"},{"text":"There is a regional movement toward establishing a common language for sustainable finance through the development of an ASEAN Taxonomy for Sustainable Finance, complementing national initiatives in Malaysia, Singapore, Vietnam, Indonesia, and the Philippines.","ai_generated":true,"unit":"clibonds-000920#insight-9","date_modified":"2026-10-23"},{"text":"Development Finance Institutions (DFIs) and the ASEAN Catalytic Green Finance Facility (ACGF) play a critical role in de-risking projects and improving bankability; the ACGF has committed approximately USD 500m to nine projects with a total portfolio of nearly USD 3bn.","ai_generated":true,"unit":"clibonds-000920#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate bond","climate finance","renewable energy","green building","green infrastructure","climate risk management","Blended Finance","transition finance"],"geography_discussed":["Singapore","Indonesia","Thailand","Philippines","Malaysia","Vietnam","Cambodia","Laos","Myanmar","Brunei"],"frame_perspective":[],"analysis_type":["market assessment","policy review","trend analysis"]},{"id":"clibonds-001058","url":"https://climateinsightsdirectory.org/document/clibonds-001058","title":"Sustainable Debt Global State of the Market 2020","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2021-04","source_url":"https://www.climatebonds.net/files/documents/publications/Sustainable-Debt-Global-State-of-the-Market-2020_2025-02-17-163030_djwy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The global sustainable debt market reached USD 1.7 trillion by the end of 2020, with USD 700 billion issued during the year. While green bonds remain the largest segment, social and sustainability bonds saw dramatic growth in 2020, largely driven by pandemic-related funding. The European Union has emerged as a global leader, integrating GSS bonds into its climate neutrality goals for 2050 and developing comprehensive taxonomies and standards to ensure market integrity.","ai_generated":true,"unit":"clibonds-001058#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total sustainable debt market reached USD 1.7 trillion by the end of 2020, with USD 700 billion issued in 2020 alone, nearly double the USD 358 billion issued in 2019.","ai_generated":true,"unit":"clibonds-001058#insight-1","date_modified":"2026-10-23"},{"text":"The social bond market experienced a more than 10-fold increase (1017%) year-on-year in 2020, primarily due to the COVID-19 pandemic. Pandemic-labelled bonds accounted for 34% of all social bond issuance in 2020.","ai_generated":true,"unit":"clibonds-001058#insight-2","date_modified":"2026-10-23"},{"text":"Green bond issuance reached a record USD 290.1 billion by the end of December 2020, with the Climate Bonds Green Bond Database hitting a cumulative USD 1 trillion milestone in early December.","ai_generated":true,"unit":"clibonds-001058#insight-3","date_modified":"2026-10-23"},{"text":"Sustainability bond issuance grew by 131% in 2020, with supranational issuers (SNAT) accounting for 63% of the volume, largely driven by the World Bank which issued USD 81 billion.","ai_generated":true,"unit":"clibonds-001058#insight-4","date_modified":"2026-10-23"},{"text":"The European Union is the largest issuer of GSS bonds and aims to be the first climate-neutral bloc by 2050. It has linked its budget to green policy, including the European Green Deal, and is developing the EU Taxonomy to standardize environmentally sustainable investments.","ai_generated":true,"unit":"clibonds-001058#insight-5","date_modified":"2026-10-23"},{"text":"Sovereign GSS bond issuance reached USD 97.7 billion from 22 sources by the end of 2020. These bonds are noted for catalysing local markets, increasing transparency through budget tagging, and diversifying investor bases.","ai_generated":true,"unit":"clibonds-001058#insight-6","date_modified":"2026-10-23"},{"text":"Transition finance is emerging to include emissions-intensive sectors like mining, steel, and cement. By the end of 2020, 11 bonds had been issued with a transition label.","ai_generated":true,"unit":"clibonds-001058#insight-7","date_modified":"2026-10-23"},{"text":"The European Central Bank (ECB) supports the GSS market by including such bonds in its quantitative easing programmes (APP and PEPP) and has established a Climate Change Centre to incorporate climate considerations into its work.","ai_generated":true,"unit":"clibonds-001058#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate bond","climate finance","transition finance","Net-zero emissions","Paris Agreement","Sustainable Development Goals","climate risk"],"geography_discussed":["European Union","United States","People's Republic of China","Germany","France","Egypt","Nigeria","Thailand","Fiji","Sweden"],"frame_perspective":[],"analysis_type":["market analysis","policy assessment","trend analysis"]},{"id":"wwf-000197","url":"https://climateinsightsdirectory.org/document/wwf-000197","title":"Demand Under the Ban China Ivory Consumption Research 2020","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-04","source_url":"https://www.worldwildlife.org/documents/512/17pm0lcko2_WWF_4th_Ivory_survey_report_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that self-reported ivory purchase in the past 12 months reached a four-year low of 12% in 2020. While the 'Diehard Buyers' segment has shrunk from 14% to 8% of the population, those remaining are more persistent, with higher purchase rates and a stronger belief in ivory's artistic value. Conversely, 'Rejectors' have grown to 72% of the sample. The study highlights that while 88% of participants believe ivory trade is illegal, spontaneous awareness of the specific 2017 ban has declined. The Ma Weidu campaign showed strong resonance, particularly among 'Diehard Buyers' and regular overseas travelers, with 74% of future intenders changing their minds after exposure to the ban and the campaign video.","ai_generated":true,"unit":"wwf-000197#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Self-reported ivory purchase in the past 12 months declined to 12% in 2020, the lowest level recorded across the four survey years (2017-2020).","ai_generated":true,"unit":"wwf-000197#insight-1","date_modified":"2026-10-23"},{"text":"The consumer market has shifted toward a larger proportion of 'Rejectors' (72% in 2020) and a smaller proportion of 'Diehard Buyers' (8% in 2020, down from 14% in 2018 and 2019).","ai_generated":true,"unit":"wwf-000197#insight-2","date_modified":"2026-10-23"},{"text":"Remaining 'Diehard Buyers' exhibit higher persistence and attraction to ivory than in previous years, characterized by a higher Ivory Purchase Index and more frequent purchases (over once per year).","ai_generated":true,"unit":"wwf-000197#insight-3","date_modified":"2026-10-23"},{"text":"While 88% of participants believe ivory trading in China is illegal, spontaneous recognition of the specific 2017 ban has decreased, falling from 7% in 2019 to 3% in 2020.","ai_generated":true,"unit":"wwf-000197#insight-4","date_modified":"2026-10-23"},{"text":"Retail stores in China remain the primary purchase channel (68%), though online purchases increased to 25% in 2020, with artefact collection websites and second-hand trade apps gaining prominence.","ai_generated":true,"unit":"wwf-000197#insight-5","date_modified":"2026-10-23"},{"text":"Regular overseas travelers are the only group that has increased its ivory purchase rate compared to 2017 levels, with 44% reporting purchases in the past 12 months.","ai_generated":true,"unit":"wwf-000197#insight-6","date_modified":"2026-10-23"},{"text":"The Ma Weidu campaign video was highly persuasive, with 74% of those who intended to buy ivory changing their minds after being exposed to both the campaign and information about the ban.","ai_generated":true,"unit":"wwf-000197#insight-7","date_modified":"2026-10-23"},{"text":"Gold (39%) and silver (33%) have emerged as the most popular alternatives to ivory, with luxury goods generally increasing in popularity as replacements.","ai_generated":true,"unit":"wwf-000197#insight-8","date_modified":"2026-10-23"},{"text":"Concerns regarding elephant extinction and animal cruelty are the strongest deterrents to purchase, while artistic value and uniqueness are the primary drivers.","ai_generated":true,"unit":"wwf-000197#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Beijing","Shanghai","Guangzhou","Chengdu","Xiamen","Kunming","Fuzhou","Xi'an","Shenyang","Tianjin","Nanning","Chongqing","Nanjing","Jinan","Shenzhen","Hangzhou","Thailand","Cambodia","Hong Kong","Japan"],"frame_perspective":[],"analysis_type":["quantitative survey","market segmentation","longitudinal study"]},{"id":"climtalk-000052","url":"https://climateinsightsdirectory.org/document/climtalk-000052","title":"What are the COP Pavilions?","publisher":{"name":"ClimaTalk","organization":"climatalk"},"document_type":"guide","language":"en","date_published":"2021-03-27","source_url":"https://climatalk.org/2021/03/27/what-are-the-cop-pavilions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes COP Pavilions as spaces for Parties and observer organisations to host events, showcase research, and network. It details the types of activities held there, how attendees find events, and the application process for COP26.","ai_generated":true,"unit":"climtalk-000052#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"COP Pavilions are dedicated spaces where Parties and observer organisations can host events, showcase research and expertise, and conduct informal discussions with attendees, contributing to the transparency of COP negotiations.","ai_generated":true,"unit":"climtalk-000052#insight-1","date_modified":"2026-10-23"},{"text":"Pavilions serve as venues for a variety of activities, including talks, discussion groups, Q&A sessions, and networking events, and are designed to foster dialogue between delegates, experts, youth, and indigenous representatives.","ai_generated":true,"unit":"climtalk-000052#insight-2","date_modified":"2026-10-23"},{"text":"Event schedules are typically shared via boards outside the Pavilions, websites, or COP apps; attendance is generally open without registration, though spaces can fill quickly.","ai_generated":true,"unit":"climtalk-000052#insight-3","date_modified":"2026-10-23"},{"text":"For COP26, country Pavilions are expected to be located in the Blue Zone, with the host country, the UK, having the most prominent pavilion, while organisation Pavilions are likely to be in the Green Zone.","ai_generated":true,"unit":"climtalk-000052#insight-4","date_modified":"2026-10-23"},{"text":"UNFCCC accredited parties and organisations can apply for Pavilion spaces for COP26 through a portal in Summer 2021, approximately six months before the event.","ai_generated":true,"unit":"climtalk-000052#insight-5","date_modified":"2026-10-23"}],"climate_tags":["United Nations Framework Convention on Climate Change","climate diplomacy","Sustainable Development Goals"],"geography_discussed":["Thailand","European Union","Madrid","United Kingdom"],"frame_perspective":[],"analysis_type":["guide"]},{"id":"wwf-000643","url":"https://climateinsightsdirectory.org/document/wwf-000643","title":"STOP SPILLOVER AT THE SOURCE","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-03","source_url":"https://www.worldwildlife.org/documents/743/64a5w27r3o_Stop_Spillover_at_the_Source.3_8_23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that preventing future pandemics requires a systems-based approach to stop zoonotic spillover at its source. It identifies the 'wildlife value chain'—from tropical deforestation frontiers to urban markets—as the primary driver of risk, where human, livestock, and wildlife interactions facilitate pathogen mutation and transmission. The framework proposes a 'Planetary Health Agenda' that integrates conservation, public health, and sustainable food systems, with specific action plans for Southeast Asia, Central Africa, and South America to mitigate both current and emerging risks.","ai_generated":true,"unit":"wwf-000643#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Zoonotic spillover is driven by a systemic cascade where tropical deforestation, linear infrastructure, and agricultural expansion increase human and livestock contact with wildlife, particularly in high-biodiversity areas.","ai_generated":true,"unit":"wwf-000643#insight-1","date_modified":"2026-10-23"},{"text":"The 'wildlife value chain' amplifies spillover risk as animals are harvested, caged, and transported, creating stressful environments that increase viral shedding and the probability of mutations.","ai_generated":true,"unit":"wwf-000643#insight-2","date_modified":"2026-10-23"},{"text":"Current public health agendas are insufficient because they focus on diagnosis and containment after spillover has occurred, rather than addressing the environmental root causes.","ai_generated":true,"unit":"wwf-000643#insight-3","date_modified":"2026-10-23"},{"text":"In Southeast Asia and China, spillover risk is high due to the demand for exotic wild meat, pets, and medicinal products, leading to the systematic defaunation of standing forests.","ai_generated":true,"unit":"wwf-000643#insight-4","date_modified":"2026-10-23"},{"text":"In Central Africa, deforestation driven by small-scale and commercial agriculture increases interactions with primates, while the Ebola virus remains a significant risk due to its virulence and sequential outbreaks.","ai_generated":true,"unit":"wwf-000643#insight-5","date_modified":"2026-10-23"},{"text":"While South America has had no known pandemic-potential spillovers historically, risks are increasing due to rising deforestation, defaunation, and urban demand for wild meat.","ai_generated":true,"unit":"wwf-000643#insight-6","date_modified":"2026-10-23"},{"text":"Global connectivity, including the Belt and Road Initiative and demand for animal protein in North America and the EU, creates new opportunities for novel viral mixing and the emergence of 'super viruses'.","ai_generated":true,"unit":"wwf-000643#insight-7","date_modified":"2026-10-23"},{"text":"Effective prevention requires a 'One Health' approach that integrates the management of land and wildlife into public health programs, moving toward a broader Planetary Health Agenda.","ai_generated":true,"unit":"wwf-000643#insight-8","date_modified":"2026-10-23"},{"text":"High-leverage interventions include protecting tropical forests under the 30X30 goal, implementing deforestation-free commodity supply chains, and using behavior change campaigns to reduce luxury demand for wildlife.","ai_generated":true,"unit":"wwf-000643#insight-9","date_modified":"2026-10-23"}],"climate_tags":["planetary health","food system","biodiversity loss","land-use change","nature-based solutions"],"geography_discussed":["Southeast Asia","People's Republic of China","Central Africa","South America","Indonesia","Malaysia","Myanmar","Thailand","Democratic Republic of the Congo","Central African Republic","Cameroon","Gabon","North America","Europe","Middle East"],"frame_perspective":[],"analysis_type":["systems analysis","strategic framework","risk assessment"]},{"id":"iisd-002390","url":"https://climateinsightsdirectory.org/document/iisd-002390","title":"The Evolution of Private Sector Action in Sustainable Development","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2021-02-24","source_url":"https://www.iisd.org/articles/deep-dive/evolution-private-sector-action-sustainable-development","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the private sector's engagement with sustainable development, moving from a history of disinformation and lobbying against regulation to a current landscape of sustainability pledges and impact investing. It argues that while 'greening' existing systems is valuable, true sustainability requires a shift toward 'regenerative equity' through Sustainability-Oriented Hybrid Organizations (SOHOs) that prioritize people and nature over profit-driven growth.","ai_generated":true,"unit":"iisd-002390#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Historically, some private sector actors have acted as \"merchants of doubt,\" using disinformation and lobbying to block environmental regulations to protect profits. Examples include ExxonMobil's climate disinformation campaigns and Monsanto's spending of over EUR 14 million in 2016-17 to avoid regulation of the weedkiller glyphosate.","ai_generated":true,"unit":"iisd-002390#insight-1","date_modified":"2026-10-23"},{"text":"Many corporations have shifted toward sustainability pledges, such as Microsoft's goal to be carbon negative by 2030 and BlackRock's target of a 15% carbon emissions reduction across new investments where they control energy usage. However, the document notes that 100 companies are responsible for 71% of industrial greenhouse gas emissions since 1988.","ai_generated":true,"unit":"iisd-002390#insight-2","date_modified":"2026-10-23"},{"text":"The private sector is increasingly viewed as a partner in achieving the Sustainable Development Goals (SDGs), particularly SDG 17. Achieving these goals is estimated to require between USD 5 trillion and USD 7 trillion annually, which could be met by mobilizing 7.76% of global assets under management each year.","ai_generated":true,"unit":"iisd-002390#insight-3","date_modified":"2026-10-23"},{"text":"Blended finance and impact investing are used to mobilize private capital for sustainable projects. The Global Environment Facility (GEF) has invested over USD 800 million in 98 blended finance projects, mobilizing USD 8 billion in co-financing. In India, 50 investors contributed USD 5.2 billion to projects in sectors like clean energy and agriculture between 2010 and 2018.","ai_generated":true,"unit":"iisd-002390#insight-4","date_modified":"2026-10-23"},{"text":"The document argues that merely reducing harm within existing growth-based economic models is insufficient. It advocates for a transition to Sustainability-Oriented Hybrid Organizations (SOHOs)—such as cooperatives or benefit corporations—that aim for \"regenerative equity\" where money is a means to an end rather than the primary goal.","ai_generated":true,"unit":"iisd-002390#insight-5","date_modified":"2026-10-23"},{"text":"Policymakers are advised to support SOHOs through enabling legal environments that allow companies to balance profit and purpose, and to avoid over-reliance on profit-driven impact investing due to the difficulty of achieving an absolute decoupling of economic growth from greenhouse gas emissions.","ai_generated":true,"unit":"iisd-002390#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","greenhouse gas emissions","deforestation","biodiversity","climate change disinformation","Sustainable Development Goals","Blended Finance","planetary boundary"],"geography_discussed":["India","Canada","European Union","Panama","Spain","Thailand"],"frame_perspective":[],"analysis_type":["policy analysis","historical review"]},{"id":"newclim-000217","url":"https://climateinsightsdirectory.org/document/newclim-000217","title":"The Energy Transition after COVID-19","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2021-02-24","source_url":"http://www.newclimate.org/resources/publications/the-energy-transition-after-covid-19","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how the COVID-19 pandemic has affected energy demand, security, and utility finances in emerging economies, arguing that the recovery phase presents an opportunity for a 'green recovery'. Using case studies from Indonesia, Kenya, Thailand, Mexico, and South Africa, it identifies common challenges such as household energy insecurity and financial stress for state-owned utilities. The authors urge governments to integrate green recovery into their NDC planning, commit to accelerated decarbonisation, and address systemic vulnerabilities to prevent social injustices during the energy transition.","ai_generated":true,"unit":"newclim-000217#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 crisis has caused substantial and diverse effects on the energy sector, including reduced energy demand, changes in how energy is used, and an increased risk of energy poverty due to lower incomes.","ai_generated":true,"unit":"newclim-000217#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of government responses in Indonesia, Kenya, Thailand, Mexico, and South Africa reveals shared challenges: households facing energy security issues (partially addressed by limited free or discounted electricity), businesses struggling with cashflow and inflexible energy costs, and state-owned utilities requiring capital injections to manage balance sheet stress.","ai_generated":true,"unit":"newclim-000217#insight-2","date_modified":"2026-10-23"},{"text":"A case study of Indonesia's power sector demonstrates that the pandemic has intensified existing vulnerabilities and injustices within the energy system, making the resolution of these 'pre-existing conditions' more urgent for a green recovery.","ai_generated":true,"unit":"newclim-000217#insight-3","date_modified":"2026-10-23"},{"text":"To strengthen updated NDC pledges, governments should make green recovery a central energy sector tenet, commit to accelerated full decarbonisation by realigning national targets, and address existing system weaknesses to avoid future social injustices and transition roadblocks.","ai_generated":true,"unit":"newclim-000217#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy transition","Nationally Determined Contributions","green recovery","decarbonization","energy poverty","energy security","Paris Agreement","Sustainable Development Goals","fossil-fuel phase-out"],"geography_discussed":["Indonesia","Kenya","Thailand","Mexico","South Africa"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"sei-000254","url":"https://climateinsightsdirectory.org/document/sei-000254","title":"Air Quality Thailand Regulatory Context","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-02-12","source_url":"https://www.sei.org/publications/air-quality-thailand-regulatory-context/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the regulatory landscape of air quality in Thailand, noting that despite the existence of various Plans and Acts, enforcement remains a critical challenge. It highlights the impact of PM2.5, which caused an estimated 32,200 premature deaths in 2019, and identifies primary pollution sources as industrial emissions, vehicular pollution, and the seasonal burning of crop fields for sugarcane harvesting or biomass removal.","ai_generated":true,"unit":"sei-000254#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Air pollution in Thailand is driven by year-round industrial and vehicular emissions, as well as a specific \"burning season\" where crop fields are burned to remove biomass or harvest sugarcane.","ai_generated":true,"unit":"sei-000254#insight-1","date_modified":"2026-10-23"},{"text":"PM2.5 pollution had a significant mortality impact in Thailand, with an estimated 32,200 premature deaths attributed to it in 2019.","ai_generated":true,"unit":"sei-000254#insight-2","date_modified":"2026-10-23"},{"text":"Although the Thai government has established various Acts and Plans to control emissions from national to local levels, there are major gaps in the enforcement of these measures.","ai_generated":true,"unit":"sei-000254#insight-3","date_modified":"2026-10-23"}],"climate_tags":["air quality","environmental regulation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["desk review","institutional analysis"]}]}