{"query_echo":{"q":"","filters":{"geography":["Thailand"]},"warnings":[]},"total":{"value":912,"relation":"eq"},"page":7,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=7","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=8","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":"wwf-000487","url":"https://climateinsightsdirectory.org/document/wwf-000487","title":"FORESTS FORWARD IMPACT REPORT 2025","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.worldwildlife.org/documents/374/4cvkjbhxp9_forests_forward_impact_report_final_19_june.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Forests Forward Impact Report 2025 details the outcomes of a WWF programme that partners with 26 companies across 9 sectors in 23 countries to transition from forest extraction to conservation and regeneration. Key achievements include the management of 2.679 million hectares of tropical forests, with 75% being FSC certified, and the implementation of large-scale landscape projects in Brazil, Viet Nam, and the Congo Basin. The programme focuses on three action areas: responsible sourcing, improving forest management, and financing forest landscapes, while emphasizing the role of Indigenous Peoples and local communities in forest stewardship.","ai_generated":true,"unit":"wwf-000487#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forests Forward partners are improving the management of 2,679,000 hectares of tropical forest areas, of which 75% are currently FSC certified.","ai_generated":true,"unit":"wwf-000487#insight-1","date_modified":"2026-10-23"},{"text":"The programme operates across 23 countries with 26 partners from 9 different sectors to implement nature-based solutions and responsible sourcing.","ai_generated":true,"unit":"wwf-000487#insight-2","date_modified":"2026-10-23"},{"text":"In the Congo Basin, Interholco's 1.16 million hectares of concessions achieved a first for the region by receiving FSC Ecosystem Services certification for biodiversity, protecting great apes and forest elephants.","ai_generated":true,"unit":"wwf-000487#insight-3","date_modified":"2026-10-23"},{"text":"In Brazil's Atlantic Forest, a blended finance strategy involving five Forests Forward partners is being used to restore native forests, including over 500 hectares in the Upper Parana, Mantiqueira and Serra do Mar areas.","ai_generated":true,"unit":"wwf-000487#insight-4","date_modified":"2026-10-23"},{"text":"Corporate transparency is being advanced through initiatives such as IKEA's 2023 release of a public global wood supply map, the first of its kind in the sector, covering 14.9 million cubic metres of wood used in financial year 2024.","ai_generated":true,"unit":"wwf-000487#insight-5","date_modified":"2026-10-23"},{"text":"The programme supports Indigenous-led and community-based reforestation, such as the Secwépemcúl’ecw Restoration and Stewardship Society in Canada, which has planted over 1.1 million trees across 677 hectares since 2021.","ai_generated":true,"unit":"wwf-000487#insight-6","date_modified":"2026-10-23"},{"text":"WWF has developed technical tools to enable corporate compliance and risk management, including the Wood Risk Tool for illegal logging and a guide for the EU Deforestation Regulation (EUDR).","ai_generated":true,"unit":"wwf-000487#insight-7","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","deforestation","forest degradation","forest restoration","biodiversity loss","climate finance","Blended Finance","ecosystem service","carbon sequestration","indigenous rights"],"geography_discussed":["Brazil","Vietnam","Republic of the Congo","Peru","Gabon","Canada","United States","Indonesia","Australia","Uganda","Malaysia","Thailand","People's Republic of China","France","Romania","Bulgaria","Colombia","Cameroon","Madre de Dios Department","Atlantic Forest","Congo Basin","Central Annamites"],"frame_perspective":[],"analysis_type":["impact report","case study"]},{"id":"wwf-000921","url":"https://climateinsightsdirectory.org/document/wwf-000921","title":"Incorporating Natural Resource Safeguards in Linear Infrastructure Planning","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.worldwildlife.org/documents/405/Best_Practices_Nature_LI_Planning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines ten best practices for linear infrastructure (LI) development to mitigate impacts on nature. Key recommendations include conducting strategic environmental assessments (SEAs), incorporating mandatory safeguards in financial policies, and adhering to the mitigation hierarchy (avoid, minimize, restore, compensate). It emphasizes early integration of environmental and social impact assessments (ESIAs) and the use of climate vulnerability assessments. The document also advocates for wildlife-friendly designs, including ecological corridors, and the adoption of sustainable infrastructure certifications to ensure long-term ecological integrity.","ai_generated":true,"unit":"wwf-000921#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Linear infrastructure (LI) proponents should utilize national or regional strategic environmental assessments (SEAs) to evaluate the broad impacts of LI programs on biodiversity, ecosystem services, ecological connectivity, and climate change.","ai_generated":true,"unit":"wwf-000921#insight-1","date_modified":"2026-10-23"},{"text":"Financial institutions funding LI projects must integrate mandatory natural resource safeguards into their internal policies and standards to ensure sustainable investment.","ai_generated":true,"unit":"wwf-000921#insight-2","date_modified":"2026-10-23"},{"text":"Public-private partnerships (PPPs) should explicitly allocate responsibility for natural resource protection among partners and include adherence clauses within their legal contracts.","ai_generated":true,"unit":"wwf-000921#insight-3","date_modified":"2026-10-23"},{"text":"Environmental and social impact assessments (ESIAs) must be conducted early in the project lifecycle—specifically during scoping, feasibility, and design phases—to be effective.","ai_generated":true,"unit":"wwf-000921#insight-4","date_modified":"2026-10-23"},{"text":"Project developers should follow the mitigation hierarchy, which prioritizes the total avoidance of impacts first, followed by minimization, and only then restoration or offsetting as a last resort.","ai_generated":true,"unit":"wwf-000921#insight-5","date_modified":"2026-10-23"},{"text":"Practitioners should use global guidelines to assess impacts on wildlife corridors and ecological connectivity, ensuring the integration of wildlife-friendly measures into the design process.","ai_generated":true,"unit":"wwf-000921#insight-6","date_modified":"2026-10-23"},{"text":"Climate vulnerability assessments should be integrated into SEAs and ESIAs to analyze a project's ability to minimize risks to infrastructure and communities under extreme climate conditions.","ai_generated":true,"unit":"wwf-000921#insight-7","date_modified":"2026-10-23"},{"text":"Cost-benefit analyses for climate resilience projects should explicitly include the costs of environmental impact mitigation to facilitate informed long-term decision-making.","ai_generated":true,"unit":"wwf-000921#insight-8","date_modified":"2026-10-23"},{"text":"Procurement practices must be updated to include life cycle costs, avoid materials from illegal or high-environmental-cost sources, and establish dedicated budgets for monitoring mitigation effectiveness.","ai_generated":true,"unit":"wwf-000921#insight-9","date_modified":"2026-10-23"},{"text":"Developers should align with globally accepted sustainable infrastructure certification requirements to maximize the use of nature-based strategies in their plans.","ai_generated":true,"unit":"wwf-000921#insight-10","date_modified":"2026-10-23"}],"climate_tags":["biodiversity","ecosystem service","climate resilience","nature-based solutions","sustainable finance"],"geography_discussed":["Portugal","Philippines","Canada","Germany","Morocco","Nepal","Netherlands","England","Singapore","Australia","Costa Rica","Bhutan","Thailand","India","Mongolia","United States"],"frame_perspective":[],"analysis_type":["best practice compendium","literature review"]},{"id":"wwf-001058","url":"https://climateinsightsdirectory.org/document/wwf-001058","title":"LAW OF THE TIGER","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.worldwildlife.org/documents/2277/v8_legislation-report_2025_hr-pages.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report identifies significant legal fragmentation and gaps across 12 tiger range countries (TRCs), particularly regarding the regulation of the entire trade chain, captive breeding, hybrid species, and digital markets. Key findings highlight that while tigers are protected, many TRCs lack mandatory confiscation requirements, comprehensive definitions of 'wildlife trade', and explicit regulations for tiger hybrids. Enforcement is often hindered by fragmented inter-agency coordination and a lack of specialized powers for frontline officers. Furthermore, online trade is largely under-regulated, and only a few countries adequately link wildlife crime to anti-money laundering frameworks as a predicate offence. The report recommends mandating permanent inter-agency task forces, criminalising all acts in the trafficking chain, and aligning national laws with CITES and UNTOC standards to combat transnational organised crime.","ai_generated":true,"unit":"wwf-001058#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Legal frameworks across the 12 reviewed tiger range countries (TRCs) exhibit significant gaps and inconsistencies that hinder the fight against tiger trafficking, particularly in how they regulate the trade chain beyond import and export.","ai_generated":true,"unit":"wwf-001058#insight-1","date_modified":"2026-10-23"},{"text":"Enforcement is often fragmented by institutional silos and a lack of essential powers for frontline officers; for example, rangers in Bangladesh, Myanmar, and Laos may lack the authority to detain suspects or conduct investigations without police support.","ai_generated":true,"unit":"wwf-001058#insight-2","date_modified":"2026-10-23"},{"text":"There is a critical lack of mandatory confiscation requirements in several TRCs, which increases the risk of illegal specimens leaking back into trade; only China, Bhutan, India, Laos, Malaysia, and Thailand require authorities to seize contraband in specified circumstances.","ai_generated":true,"unit":"wwf-001058#insight-3","date_modified":"2026-10-23"},{"text":"Most TRCs lack comprehensive definitions of 'wildlife trade', with only Thailand and Viet Nam providing comprehensive definitions; this leads to legal gaps regarding non-commercial or intermediary acts like storage and advertising.","ai_generated":true,"unit":"wwf-001058#insight-4","date_modified":"2026-10-23"},{"text":"Online trade is a major regulatory blind spot, with only China and Thailand explicitly addressing it in their legislation, despite the increasing use of digital platforms for trafficking.","ai_generated":true,"unit":"wwf-001058#insight-5","date_modified":"2026-10-23"},{"text":"Tiger hybrids are frequently excluded from legal protection because national definitions of 'wildlife' often limit coverage to species naturally occurring in the wild; only Malaysia and Viet Nam expressly regulate hybrids.","ai_generated":true,"unit":"wwf-001058#insight-6","date_modified":"2026-10-23"},{"text":"Anti-money laundering (AML) tools are underutilised because most TRCs do not identify wildlife crime as a predicate offence; only India, China, Malaysia, and Thailand adequately make this connection.","ai_generated":true,"unit":"wwf-001058#insight-7","date_modified":"2026-10-23"},{"text":"Captive tiger facilities are poorly regulated, with inconsistent oversight and weak traceability systems; only Bhutan and India expressly recognise captive breeding for conservation purposes in their legal frameworks.","ai_generated":true,"unit":"wwf-001058#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Russia","Kazakhstan"],"frame_perspective":[],"analysis_type":["comparative legal study","gap analysis"]},{"id":"iisd-003096","url":"https://climateinsightsdirectory.org/document/iisd-003096","title":"Green Public Procurement in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2024-12","source_url":"https://www.iisd.org/system/files/2024-12/india-green-public-procurement.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"India leverages public spending—nearly 30% of its GDP—to drive environmental sustainability through green public procurement (GPP). While the country lacks a comprehensive national GPP policy, it utilizes administrative guidelines, the Government e-Marketplace (GeM), and sector-specific initiatives like the BEE star rating program. However, adoption is hindered by limited regulatory frameworks, a lack of stakeholder skills, perceived higher costs of green products, and incomplete monitoring systems. The report recommends strengthening legal frameworks, establishing a National SPP Competence Centre, scaling up third-party verified tools, and creating a robust monitoring and evaluation system.","ai_generated":true,"unit":"iisd-003096#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India lacks a comprehensive national law or legislation specifically governing sustainable public procurement (SPP) or GPP, relying instead on a fragmented framework of administrative guidelines and ministerial orders.","ai_generated":true,"unit":"iisd-003096#insight-1","date_modified":"2026-10-23"},{"text":"The Government e-Marketplace (GeM), launched in 2017, is a central digital portal that promotes GPP by prioritizing eco-friendly products and services, with procurement volume exceeding INR 3 trillion in FY 2023–2024.","ai_generated":true,"unit":"iisd-003096#insight-2","date_modified":"2026-10-23"},{"text":"The Bureau of Energy Efficiency (BEE) star rating program is one of India's most successful eco-labelling initiatives; since 2013, the Ministry of Finance has mandated that government departments purchase appliances meeting minimum BEE star ratings.","ai_generated":true,"unit":"iisd-003096#insight-3","date_modified":"2026-10-23"},{"text":"The Indian EcoMark scheme, launched in 1991 to promote environmentally friendly products, has seen limited adoption due to low consumer awareness, the availability of cheaper non-eco-friendly alternatives, and dual requirements for both environmental and quality standards.","ai_generated":true,"unit":"iisd-003096#insight-4","date_modified":"2026-10-23"},{"text":"Implementation of GPP is obstructed by a perception that sustainable products carry a 'green premium' and a tendency among procurers to prioritize short-term costs over long-term societal and operational benefits.","ai_generated":true,"unit":"iisd-003096#insight-5","date_modified":"2026-10-23"},{"text":"India suffers from a significant gap in monitoring and evaluation, with GPP practices often underreported and a lack of disaggregated data, particularly for state-owned enterprises.","ai_generated":true,"unit":"iisd-003096#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends the creation of a National SPP Competence Centre to provide training and resources for procurement officers, policy-makers, and contractors to bridge the current skills gap.","ai_generated":true,"unit":"iisd-003096#insight-7","date_modified":"2026-10-23"},{"text":"Indian Railways is highlighted as a leader in GPP, utilizing life-cycle costing (LCC) and BEE ratings to reduce carbon emissions and energy consumption.","ai_generated":true,"unit":"iisd-003096#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sustainable procurement","climate change mitigation","Net-zero emissions","energy efficiency","carbon dioxide emissions","circular economy","power purchase agreement"],"geography_discussed":["Punjab","Rajasthan","Maharashtra","Thailand"],"frame_perspective":[],"analysis_type":["policy assessment","gap analysis","case study"]},{"id":"wwf-000705","url":"https://climateinsightsdirectory.org/document/wwf-000705","title":"Tracing Risk and Opportunity: The Critical Need for Traceability in Today’s Seafood Supply Chains","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2024-12","source_url":"https://www.worldwildlife.org/documents/535/755o7ir5wm_FAIRR_Seafood_Traceability_Engagement_Phase1_Progress_Report_2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights a significant gap between the public sustainability commitments of major seafood companies and their actual implementation of robust traceability. While some companies like Thai Union and CP Foods have group-level commitments, most lack time-bound targets, detailed implementation plans, or annual progress reporting. The document argues that full-chain, digital, and interoperable traceability—specifically aligned with Global Dialogue on Seafood Traceability (GDST) standards—is essential for managing material risks such as IUU fishing, forced labour, and overfishing, and for complying with emerging regulations in the EU, US, and Japan.","ai_generated":true,"unit":"wwf-000705#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traceability commitments among the seven assessed seafood companies vary significantly in ambition; only Thai Union and CP Foods have relatively strong group-level commitments covering all seafood products and aquaculture feed ingredients.","ai_generated":true,"unit":"wwf-000705#insight-1","date_modified":"2026-10-23"},{"text":"Progress reporting on traceability is lagging across the sector, with only Thai Union and CP Foods providing annual updates, though these disclosures are often limited to specific species, regions, or subsidiaries.","ai_generated":true,"unit":"wwf-000705#insight-2","date_modified":"2026-10-23"},{"text":"Companies frequently rely on third-party certifications (such as MSC and ASC) for sustainability assurance, but the report warns that Chain of Custody certification should not be confused with a company's own capacity for full-chain, digital, and interoperable traceability.","ai_generated":true,"unit":"wwf-000705#insight-3","date_modified":"2026-10-23"},{"text":"The seafood industry faces severe operational and legal risks, including the fact that 20% of global wild-caught seafood is linked to Illegal, Unreported and Unregulated (IUU) fishing, which costs the global economy between US $15 billion and US $36 billion annually.","ai_generated":true,"unit":"wwf-000705#insight-4","date_modified":"2026-10-23"},{"text":"Implementing robust traceability systems is estimated to cost as little as 1% of seafood sales but could potentially increase industry profitability by 60% by reducing waste, recalls, and improving regulatory compliance.","ai_generated":true,"unit":"wwf-000705#insight-5","date_modified":"2026-10-23"},{"text":"Global regulatory pressure is increasing, with the EU, US, and Japan already requiring traceability, and sanctions for non-compliance ranging from seven-figure fines in Europe to stock exchange delisting in the US.","ai_generated":true,"unit":"wwf-000705#insight-6","date_modified":"2026-10-23"},{"text":"The Global Dialogue on Seafood Traceability (GDST) provides a technology-agnostic standard that defines Critical Tracking Events (CTEs) and Key Data Elements (KDEs) to ensure data is recorded and communicated consistently across the supply chain.","ai_generated":true,"unit":"wwf-000705#insight-7","date_modified":"2026-10-23"},{"text":"Overfishing has increased dramatically over the last 50 years, with the proportion of overfished stocks rising from approximately 10% in the 1970s to 38% in 2021.","ai_generated":true,"unit":"wwf-000705#insight-8","date_modified":"2026-10-23"},{"text":"Forced labour is a critical social risk in the sector, with the International Labour Organization (ILO) estimating that approximately 128,000 fishing workers are in forced labour on remote vessels worldwide.","ai_generated":true,"unit":"wwf-000705#insight-9","date_modified":"2026-10-23"}],"climate_tags":["human rights","biodiversity loss","climate change","sustainable finance","environmental, social and corporate governance"],"geography_discussed":["European Union","United States","Japan","Thailand","United Kingdom","France"],"frame_perspective":[],"analysis_type":["corporate assessment","investor engagement report","policy review"]},{"id":"sei-002038","url":"https://climateinsightsdirectory.org/document/sei-002038","title":"Trase urges EU to reject last-minute amendments to EUDR","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"statement","language":"en","date_published":"2024-11-20","source_url":"https://www.sei.org/perspectives/trase-urges-eu-to-reject-last-minute-amendments-to-eudr/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Trase's co-directors criticize proposed EPP amendments to the EUDR, specifically the introduction of a \"no risk\" country category. They argue that the criteria for this category—such as stable net forest area—are scientifically flawed and could mask significant deforestation, create legal uncertainty regarding WTO rules, and introduce loopholes that undermine the regulation's effectiveness.","ai_generated":true,"unit":"sei-002038#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EPP group proposes a \"no risk\" category for countries that would be exempt from deforestation-free criteria and due diligence statements, including the requirement to provide geographical location data for products. Under this proposal, enforcement checks for these countries would be limited to 0.1% of regulated companies.","ai_generated":true,"unit":"sei-002038#insight-1","date_modified":"2026-10-23"},{"text":"Trase asserts that using net forest area as a criterion for \"no risk\" status is scientifically unsound because a stable or increasing net forest area can hide widespread deforestation and degradation. For instance, Vietnam and Thailand have seen net increases in forest area since 1990 despite significant deforestation linked to agricultural commodities.","ai_generated":true,"unit":"sei-002038#insight-2","date_modified":"2026-10-23"},{"text":"The proposed amendments could lead to 25 of the 27 EU member states being classified as \"no risk,\" which may be perceived as a protectionist measure and could breach World Trade Organization (WTO) rules, creating legal uncertainty for stakeholders.","ai_generated":true,"unit":"sei-002038#insight-3","date_modified":"2026-10-23"},{"text":"Trase argues that the proposed criteria for \"no risk\" status are unlikely to be met by many countries, including EU member states; for example, the EU has ruled that Romania, Slovakia, Poland, Sweden, and Estonia have not adequately implemented forest conservation regulations.","ai_generated":true,"unit":"sei-002038#insight-4","date_modified":"2026-10-23"},{"text":"The EPP amendments are viewed as creating a significant loophole that makes it harder for authorities to identify laundering and enforce the EUDR, compared to the existing low-risk category which still requires geolocation data and due diligence statements.","ai_generated":true,"unit":"sei-002038#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","trade policy","Paris Agreement"],"geography_discussed":["Vietnam","Thailand","Estonia","Poland","Slovakia","Sweden","Romania"],"frame_perspective":[],"analysis_type":["policy analysis","critique"]},{"id":"zca-000046","url":"https://climateinsightsdirectory.org/document/zca-000046","title":"Opportunities for Asia’s coal phase-out","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"briefing","language":"en","date_published":"2024-11-11","source_url":"https://zerocarbon-analytics.org/energy/opportunities-for-asias-coal-phase-out/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Asia can achieve a more rapid coal phase-out by stopping the construction of new plants, which would allow 90% of the existing fleet to exceed their 20-year investment recovery period by 2040. It critiques co-firing with ammonia or biomass as expensive and marginally effective, while highlighting successful financing models from IEEFA and the Griffith Asia Institute that make early retirement financially viable through renewables bundling and refinancing. The briefing emphasizes that a just transition requires concessional and multilateral financing from developed nations to support coal-dependent communities.","ai_generated":true,"unit":"zca-000046#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Stopping the addition of new coal plants to Asia's energy system would mean that 90% of the coal fleet would be over 20 years old by 2040, facilitating easier retirement as these facilities would likely have recovered their initial investment costs.","ai_generated":true,"unit":"zca-000046#insight-1","date_modified":"2026-10-23"},{"text":"Co-firing technologies are deemed inefficient and risky; ammonia co-firing at a 20% rate leaves 80% of emissions and causes a 12% thermal efficiency loss, while biomass co-firing risks deforestation and can emit 30% more carbon per unit of energy than coal.","ai_generated":true,"unit":"zca-000046#insight-2","date_modified":"2026-10-23"},{"text":"Replacing the entire coal fleet with clean energy could generate USD 105 billion in net annual savings by 2025 and an accumulated net gain of USD 78 trillion by the end of the century by avoiding climate change damage.","ai_generated":true,"unit":"zca-000046#insight-3","date_modified":"2026-10-23"},{"text":"The IEEFA model for coal-to-clean transitions replaces private coal power-purchase agreements (PPAs) with renewables and storage PPAs, requiring minimal philanthropic investment and few subsidies. A potential application is the 2.6-GW Mae Moh plant in Thailand, which could retire by 2026 and prevent 21 million tonnes of annual CO2 emissions if paired with 13.8 GW of solar PV.","ai_generated":true,"unit":"zca-000046#insight-4","date_modified":"2026-10-23"},{"text":"Research by the Griffith Asia Institute on Chinese-sponsored plants in Vietnam and Pakistan found that refinancing combined with renewable energy investments can more than triple the enterprise value compared to the original PPA.","ai_generated":true,"unit":"zca-000046#insight-5","date_modified":"2026-10-23"},{"text":"In Southeast Asia, increasing the share of low-cost renewables is projected to reduce the average cost of electricity from approximately USD 120 per MWh currently to under USD 100 per MWh by 2035 and USD 80 per MWh by 2050.","ai_generated":true,"unit":"zca-000046#insight-6","date_modified":"2026-10-23"},{"text":"A just transition for coal-dependent communities requires a combination of top-down and bottom-up strategies, including concessional and multilateral financing and governance frameworks to manage livelihoods and environmental risks.","ai_generated":true,"unit":"zca-000046#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","renewable energy","solar energy","wind power","energy transition","climate finance","just transition","Cofiring","power purchase agreement","energy storage","decarbonization"],"geography_discussed":["People's Republic of China","India","Thailand","Vietnam","Pakistan","Indonesia","South Africa"],"frame_perspective":[],"analysis_type":["policy analysis","financial modelling","technical assessment"]},{"id":"cmw-000275","url":"https://climateinsightsdirectory.org/document/cmw-000275","title":"FAQ: Fixing Article 6 Carbon Markets at COP29","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"guide","language":"en","date_published":"2024-11-06","source_url":"https://carbonmarketwatch.org/2024/11/06/faq-fixing-article-6-carbon-markets-at-cop29/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the implementation of Article 6 of the Paris Agreement, focusing on the distinctions between the bilateral/multilateral trades of Article 6.2 and the UN-overseen global market of Article 6.4. It highlights critical loopholes, including the risk of double counting in aviation offsetting (CORSIA), the lack of oversight for Article 6.2 trades, and the potential for 'junk' credits from the Clean Development Mechanism (CDM) to transition into the new system. The author argues for stricter authorization processes, mandatory transparency, and a 'firewall' between carbon markets and the new climate finance package being negotiated at COP29.","ai_generated":true,"unit":"cmw-000275#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Article 6.2 allows countries to trade Internationally Transferred Mitigation Outcomes (ITMOs) through cooperative approaches, but currently lacks meaningful oversight. The review team's power was weakened at COP27, preventing it from reviewing the 'adequacy or appropriateness' of cooperative approaches or their associated activities.","ai_generated":true,"unit":"cmw-000275#insight-1","date_modified":"2026-10-23"},{"text":"Double counting remains a risk, particularly for ITMOs used under the CORSIA aviation offsetting scheme. Because many countries use an 'averaging' approach for corresponding adjustments over their NDC period rather than per credit, some ITMOs may not have a corresponding adjustment, leading to double counting.","ai_generated":true,"unit":"cmw-000275#insight-2","date_modified":"2026-10-23"},{"text":"The transition of Clean Development Mechanism (CDM) projects to the Article 6.4 mechanism poses a risk to environmental integrity. While a worst-case scenario of 2.8 billion credits was avoided, it is estimated that 900 million credits could still be rebranded as A6.4ERs between 2021 and 2025 using outdated CDM methodologies.","ai_generated":true,"unit":"cmw-000275#insight-3","date_modified":"2026-10-23"},{"text":"Article 6.4 establishes mandatory levies to support climate adaptation and global mitigation. Specifically, 5% of all issued credits must be transferred to the Adaptation Fund, and 2% of all A6.4ERs must be cancelled to achieve overall mitigation in global emissions (OMGE).","ai_generated":true,"unit":"cmw-000275#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant transparency loophole in Article 6.2 that allows countries to classify trade information as 'confidential' without providing justification, potentially hiding poor-quality credits or human rights failures from public scrutiny.","ai_generated":true,"unit":"cmw-000275#insight-5","date_modified":"2026-10-23"},{"text":"Emission avoidance does not qualify for generating carbon credits under either Article 6.2 or 6.4, a point re-confirmed in June 2024 to prevent the issuance of 'hot air credits' based on unrealistic assumptions, such as a company claiming to pump less oil.","ai_generated":true,"unit":"cmw-000275#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","Emissions trading","carbon credit","clean development mechanism","adaptation finace","Adaptation Fund","carbon dioxide removal","nature-based solutions","human rights","indigenous people"],"geography_discussed":["Switzerland","Ghana","Thailand","Vanuatu","Bangkok"],"frame_perspective":[],"analysis_type":["policy analysis","technical guide"]},{"id":"napglob-000295","url":"https://climateinsightsdirectory.org/document/napglob-000295","title":"Tracking Progress on the Integration of Nature-Based Solutions and Ecosystem-Based Adaptation in National Adaptation Plan Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/06/napgn-en-2024-tracking-progress-nbs-eba-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while most NAPs recognize the importance of ecosystems and include EbA or NbS actions, there is a significant disconnect between climate adaptation planning and national biodiversity strategies. Most countries prioritize ecosystems linked to productive economic sectors, such as forests and fisheries, while urban and mountain ecosystems remain underrepresented.","ai_generated":true,"unit":"napglob-000295#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The terms \"ecosystem-based adaptation\" (EbA) or \"nature-based solutions\" (NbS) appear in 44 out of 57 reviewed NAP documents. EbA is currently more prominent, but NbS mentions are more frequent in documents published after 2021, indicating increased traction following the 2019 Climate Action Summit.","ai_generated":true,"unit":"napglob-000295#insight-1","date_modified":"2026-10-23"},{"text":"Ecosystems, biodiversity, and the environment are identified as priority sectors in 49 out of 57 NAPs. \"Biodiversity\" (26 countries) and \"ecosystems\" (23 countries) are the most common terms used in these priority sector titles.","ai_generated":true,"unit":"napglob-000295#insight-2","date_modified":"2026-10-23"},{"text":"Forest, marine and coastal, freshwater, and agricultural ecosystems are the most frequently identified as vulnerable in climate risk assessments. Conversely, desert ecosystems are mentioned in only two NAPs, and urban ecosystems in 11.","ai_generated":true,"unit":"napglob-000295#insight-3","date_modified":"2026-10-23"},{"text":"There is a notable disconnect between climate and biodiversity planning: although all 57 reviewed countries are Parties to the CBD and have submitted a National Biodiversity Strategy and Action Plan (NBSAP), fewer than half (27 out of 57) reference their NBSAP within their NAP document.","ai_generated":true,"unit":"napglob-000295#insight-4","date_modified":"2026-10-23"},{"text":"Most countries (49 out of 57) acknowledge the links between climate change and biodiversity loss, though the majority focus on how climate change drives biodiversity loss rather than the reciprocal synergies.","ai_generated":true,"unit":"napglob-000295#insight-5","date_modified":"2026-10-23"},{"text":"Twenty-five out of 57 NAPs include ecosystem-based or environmentally friendly approaches as a guiding principle. Among Small Island Developing States (SIDS), seven out of 12 adopted such principles.","ai_generated":true,"unit":"napglob-000295#insight-6","date_modified":"2026-10-23"},{"text":"All reviewed NAPs include at least one action related to the protection, conservation, restoration, sustainable use, or management of natural ecosystems. Sustainable management is the most common action type (52 NAPs), followed by restoration (48 NAPs) and conservation (40 NAPs).","ai_generated":true,"unit":"napglob-000295#insight-7","date_modified":"2026-10-23"},{"text":"Climate-smart agriculture appears in 31 NAPs, while natural or green infrastructure—primarily focused on urban greening—is mentioned in 15 documents.","ai_generated":true,"unit":"napglob-000295#insight-8","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","ecosystem-based adaptation","biodiversity","national adaptation plan","Climate risk assessment","Climate-smart agriculture","forest restoration","Mangrove restoration"],"geography_discussed":["Fiji","Madagascar","Cape Verde","Paraguay","Sri Lanka","Philippines","South Sudan","Ecuador","Cambodia","Cameroon","Mozambique","Brazil","Costa Rica","Colombia","Chile","Chad","Bhutan","Pakistan","Thailand","Timor-Leste","Saint Vincent and the Grenadines","Nepal","South Africa","Trinidad and Tobago","Bangladesh","Kiribati","Moldova","Serbia"],"frame_perspective":[],"analysis_type":["policy review","synthesis report"]},{"id":"newclim-000316","url":"https://climateinsightsdirectory.org/document/newclim-000316","title":"Warming Projections Global Update","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://climateactiontracker.org/documents/1277/CAT_2024-11-14_GlobalUpdate_COP29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The November 2024 update reveals a three-year stagnation in global warming projections, with current policies setting the world on a path toward 2.7°C of warming by 2100. While renewable energy and electric vehicle deployment have seen record growth, these gains are offset by all-time high fossil fuel subsidies and increased funding for fossil fuel projects. The report warns that without a substantial increase in the ambition of 2030 and 2035 targets, the 1.5°C limit will likely be breached in the early 2030s, leading to a multidecadal overshoot.","ai_generated":true,"unit":"newclim-000316#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global warming projections for 2100 have remained unchanged since 2021, with current policies leading to a median estimate of 2.7°C of warming.","ai_generated":true,"unit":"newclim-000316#insight-1","date_modified":"2026-10-23"},{"text":"Warming projections under the 2030 targets scenario and the optimistic scenario have both increased slightly, rising to 2.6°C and 1.9°C respectively, largely due to revised estimates for China's peaking target.","ai_generated":true,"unit":"newclim-000316#insight-2","date_modified":"2026-10-23"},{"text":"There is a critical disconnect in climate action where record-breaking progress in clean energy investments—now double those for fossil fuels—is being cancelled out by record-high fossil fuel subsidies and a quadrupling of funding for fossil fuel-prolonging projects between 2021 and 2022.","ai_generated":true,"unit":"newclim-000316#insight-3","date_modified":"2026-10-23"},{"text":"The 2030 emissions gap for policy implementation is 24-27 GtCO2e, and the target gap is 19-23 GtCO2e, indicating that current policies will result in emissions nearly double the levels required for a 1.5°C pathway.","ai_generated":true,"unit":"newclim-000316#insight-4","date_modified":"2026-10-23"},{"text":"Net zero target design is largely inadequate, with 75% of global emissions covered by targets rated as 'poor', 'average', or 'information incomplete' by the Climate Action Tracker.","ai_generated":true,"unit":"newclim-000316#insight-5","date_modified":"2026-10-23"},{"text":"Global temperatures are projected to continue rising beyond 2100 under all but the most optimistic scenario, suggesting a failure to 'bend the curve' of warming.","ai_generated":true,"unit":"newclim-000316#insight-6","date_modified":"2026-10-23"},{"text":"The election of Donald Trump as US President could potentially add 0.04°C of warming by 2100 to the current policy estimate, or increase the optimistic scenario by a few tenths of a degree if the US permanently abandons its 2050 net zero commitment.","ai_generated":true,"unit":"newclim-000316#insight-7","date_modified":"2026-10-23"},{"text":"Many governments rely heavily on carbon dioxide removal to reach net zero, with an estimated 18-21% of 2019 emissions still being emitted even after meeting their net zero targets.","ai_generated":true,"unit":"newclim-000316#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","Nationally Determined Contributions","climate target","fossil fuel subsidy","renewable energy","electric vehicle","carbon dioxide removal","carbon neutrality"],"geography_discussed":["People's Republic of China","United States","European Union","India","Brazil","United Kingdom","United Arab Emirates","Nigeria","Mexico","Australia","Canada","Chile","Ethiopia","Germany","Indonesia","Japan","Kazakhstan","Kenya","Morocco","Norway","Philippines","Russia","Saudi Arabia","Singapore","South Korea","Switzerland","Thailand","Turkey","Argentina"],"frame_perspective":[],"analysis_type":["quantitative projection","policy assessment","comparative analysis"]},{"id":"reclfin-000664","url":"https://climateinsightsdirectory.org/document/reclfin-000664","title":"NO CLEAR EXIT: Japan’s resistance to a real coal phaseout","publisher":{"name":"Reclaim Finance","organization":"reclaim-finance"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://reclaimfinance.org/site/wp-content/uploads/2024/10/No-Clear-Exit-Japans-resistance-to-a-real-coal-phaseout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Japan is the only G7 country without a clear coal phaseout deadline, with coal accounting for nearly one-third of its electricity generation as of 2023. The Japanese government is promoting 'next-generation' technologies, specifically carbon capture and storage (CCS) and ammonia co-firing, which the report characterizes as 'false solutions' due to their high cost and limited effectiveness. These policies are supported by market mechanisms like the Capacity Market and the Long-Term Decarbonization Power Source Auction, which incentivize the continued operation of coal plants. Furthermore, Japan's three megabanks—Mizuho, MUFG, and SMBC—provided US$23.5 billion in coal financing between 2021 and 2023, often utilizing loopholes that exclude only new clients. The report also highlights the Asia Zero Emission Community (AZEC) initiative, noting that 35% of its 158 agreements involve fossil fuels, potentially locking Southeast Asian nations into outdated energy systems.","ai_generated":true,"unit":"reclfin-000664#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Japan is the only G7 nation lacking a coal phaseout plan or a specific deadline, with coal providing approximately 29% of its total electricity generation in 2023.","ai_generated":true,"unit":"reclfin-000664#insight-1","date_modified":"2026-10-23"},{"text":"The Japanese government promotes carbon capture and storage (CCS) and ammonia co-firing as climate solutions, despite these technologies being criticized for lack of financial viability and limited effectiveness in reducing emissions.","ai_generated":true,"unit":"reclfin-000664#insight-2","date_modified":"2026-10-23"},{"text":"Between 2021 and 2023, Japanese banks provided US$23.5 billion in coal financing, with 80% of this amount coming from the three megabanks: Mizuho Financial Group (US$8.1 billion), Mitsubishi UFJ Financial Group (US$6.1 billion), and Sumitomo Mitsui Banking Corporation (US$4.7 billion).","ai_generated":true,"unit":"reclfin-000664#insight-3","date_modified":"2026-10-23"},{"text":"Market mechanisms in Japan, such as the Capacity Market and the Long-Term Decarbonization Power Source Auction, create financial incentives that discourage the closure of coal plants.","ai_generated":true,"unit":"reclfin-000664#insight-4","date_modified":"2026-10-23"},{"text":"Japan's Asia Zero Emission Community (AZEC) initiative risks locking Southeast Asian partners into polluting energy systems, as 35% of its 158 agreements involve fossil fuels, including co-firing projects in Thailand, Indonesia, and Malaysia.","ai_generated":true,"unit":"reclfin-000664#insight-5","date_modified":"2026-10-23"},{"text":"The coal policies of Japanese megabanks contain loopholes, such as only excluding 'new clients' or those whose 'primary' business is coal, allowing continued financing for existing clients and diversified corporations like Glencore.","ai_generated":true,"unit":"reclfin-000664#insight-6","date_modified":"2026-10-23"}],"climate_tags":["phase-out","carbon capture and storage","Cofiring","climate finance","renewable energy","green hydrogen","Green ammonia","energy transition","just transition"],"geography_discussed":["Thailand","Indonesia","Malaysia","Philippines","Australia"],"frame_perspective":[],"analysis_type":["policy analysis","financial analysis"]},{"id":"sei-001843","url":"https://climateinsightsdirectory.org/document/sei-001843","title":"SEI strategy 2025–29","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://www.sei.org/wp-content/uploads/2025/09/sei-strategy-2025-2029-20250916.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SEI strategy 2025–29 focuses on accelerating the implementation of climate and environmental goals through three primary impact areas: climate transitions, nature and resources, and health and wellbeing. The institute aims to move beyond goal-setting to action by boosting research on implementation, exploring emerging topics like critical raw materials and AI, and strengthening research-to-policy networks. Operationally, SEI seeks to enhance its 'One SEI' approach to integrate its distributed regional centres and diversify its funding to ensure financial resilience.","ai_generated":true,"unit":"sei-001843#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEI has introduced 'accelerating implementation' as a new strategic outcome to address the urgent need to move from climate and environment goals to effective action on the ground.","ai_generated":true,"unit":"sei-001843#insight-1","date_modified":"2026-10-23"},{"text":"The institute identifies five key global challenges: the urgency of climate change, biodiversity loss and pollution; deepening social inequity; the need for reformed international cooperation; the rapid scaling of sustainable technologies; and competition for land and critical raw materials.","ai_generated":true,"unit":"sei-001843#insight-2","date_modified":"2026-10-23"},{"text":"SEI will prioritize innovative research on emerging topics, specifically focusing on the sustainability dimensions of AI, critical raw materials and mining, and the intersection of environment, defence, and human security.","ai_generated":true,"unit":"sei-001843#insight-3","date_modified":"2026-10-23"},{"text":"Within the 'Climate transitions' impact area, SEI aims to accelerate the shift from fossil fuels to renewables, support net-zero sectoral strategies, mitigate methane and black carbon, and enhance global resilience through transboundary risk management.","ai_generated":true,"unit":"sei-001843#insight-4","date_modified":"2026-10-23"},{"text":"The 'Nature and resources' priority focuses on ecosystem-based water management, tackling deforestation via supply chain transparency, marine spatial planning, and the governance of critical raw materials (CRMs) to support a circular material system.","ai_generated":true,"unit":"sei-001843#insight-5","date_modified":"2026-10-23"},{"text":"The 'Health and wellbeing' impact area targets gender and social equity, sustainable urban planning for clean air and green spaces, climate-resilient WASH (water, sanitation and hygiene) systems, and the transition to sustainable food systems.","ai_generated":true,"unit":"sei-001843#insight-6","date_modified":"2026-10-23"},{"text":"SEI intends to strengthen its 'One SEI' approach to better integrate its distributed centre structure, promoting inter-centre research programs and pooled skills to provide a stronger offer to partners.","ai_generated":true,"unit":"sei-001843#insight-7","date_modified":"2026-10-23"},{"text":"To ensure financial resilience, SEI aims for a balanced funding structure where unrestricted core funding remains between 20% and 35% of total turnover, while diversifying into philanthropic grants and competitive research funding.","ai_generated":true,"unit":"sei-001843#insight-8","date_modified":"2026-10-23"},{"text":"The institute has set a specific environmental target to reduce air travel emissions by 50% in tonnes of CO2-equivalent per full-time equivalent (FTE) by 2030, compared to 2017 levels.","ai_generated":true,"unit":"sei-001843#insight-9","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil-fuel phase-out","Net-zero emissions","methane","climate change adaptation","climate finance","biodiversity loss","deforestation","water management","sustainable consumption","food system","Sustainable Development Goals"],"geography_discussed":["Sweden","Kenya","Thailand","Colombia","United Kingdom","United States","Southeast Asia","South Asia","sub-Saharan Africa","Latin America","Europe","Nigeria","Brazil","France"],"frame_perspective":[],"analysis_type":["strategic planning","theory of change"]},{"id":"sei-002784","url":"https://climateinsightsdirectory.org/document/sei-002784","title":"State of Knowledge Report On Climate-smart Water Technologies in the Mekong Region","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-11","source_url":"https://www.sei.org/wp-content/uploads/2023/06/state-of-knowledge-report-lmc-11-nov-2024-sp-final-version.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies several climate-smart water technologies for rice cultivation in the Mekong Region, such as Alternate Wetting and Drying (AWD) and Modern Irrigation Systems (MIS), which can significantly reduce water consumption. It analyzes the policy landscapes of Cambodia, China, Lao PDR, Myanmar, Thailand, and Vietnam, noting that while national strategies exist, adoption is hindered by financial barriers, technical gaps, and insecure land tenure. The document recommends strengthening policy frameworks, increasing access to credit, and fostering public-private partnerships to enhance agricultural resilience and food security.","ai_generated":true,"unit":"sei-002784#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Several climate-smart water technologies can significantly reduce water use in rice cultivation: Alternate Wetting and Drying (AWD) reduces consumption by 15-30%, and Modern Irrigation Systems (MIS) can reduce water usage by 40%.","ai_generated":true,"unit":"sei-002784#insight-1","date_modified":"2026-10-23"},{"text":"The Mekong Region is highly vulnerable to climate change, having recently experienced one of its worst droughts in over sixty years during 2019-2020, which caused US $320 million in economic losses in Thailand alone.","ai_generated":true,"unit":"sei-002784#insight-2","date_modified":"2026-10-23"},{"text":"Rice cultivation is the primary driver of water consumption in the Lancang-Mekong basin, accounting for more than 70% of all water withdrawals from an area of over 10 million hectares.","ai_generated":true,"unit":"sei-002784#insight-3","date_modified":"2026-10-23"},{"text":"National policies across the region vary: Thailand utilizes a 20-year National Water Resources Management Master Plan (2018-2037), China invests in water-saving irrigation that has cut greenhouse gas emissions by 37%, and Vietnam is implementing a project for 1 million hectares of high-quality, low-carbon rice in the Mekong Delta.","ai_generated":true,"unit":"sei-002784#insight-4","date_modified":"2026-10-23"},{"text":"Widespread adoption of climate-smart technologies is obstructed by common barriers, including high initial investment costs, limited access to credit, technical capacity gaps, and insecure land tenure.","ai_generated":true,"unit":"sei-002784#insight-5","date_modified":"2026-10-23"},{"text":"The report recommends a strategic roadmap for stakeholders that includes developing tailored microfinancing for small-scale farmers, establishing regional knowledge-sharing platforms, and promoting public-private partnerships (PPPs) for infrastructure and technology transfer.","ai_generated":true,"unit":"sei-002784#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","water management","precision agriculture","climate finance","greenhouse gas emissions","methane emissions","Nationally Determined Contributions","land tenure","food security"],"geography_discussed":["Cambodia","People's Republic of China","Laos","Myanmar","Thailand","Vietnam","Mekong Delta","Thung Rangsit"],"frame_perspective":[],"analysis_type":["policy analysis","technology assessment","knowledge synthesis"]},{"id":"wwatt-000028","url":"https://climateinsightsdirectory.org/document/wwatt-000028","title":"Can we come up with a meaningful number?","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"statement","language":"en","date_published":"2024-10-30","source_url":"https://www.worldweatherattribution.org/can-we-come-up-with-a-meaningful-number/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes a 'hazard synthesis' method developed by World Weather Attribution to combine different lines of evidence into a single number representing the influence of climate change on an extreme event's intensity and likelihood. It notes that while this approach is more realistic than using models or observations in isolation, it faces limitations when events would have been impossible in a cooler world or when climate models contradict basic physics, such as the Clausius-Clapeyron relationship. The author emphasizes that human expertise and experience are necessary to evaluate these results, as automated or AI-driven analysis cannot yet account for model deficiencies or data discrepancies.","ai_generated":true,"unit":"wwatt-000028#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'hazard synthesis' method allows researchers to combine climate models and weather observations to more accurately capture the overall influence of climate change on the intensity and likelihood of extreme weather events.","ai_generated":true,"unit":"wwatt-000028#insight-1","date_modified":"2026-10-23"},{"text":"Climate models sometimes fail to align with the Clausius-Clapeyron relationship, which states that a 1C increase in global warming leads to approximately 7% more water vapour and heavier downpours; this is particularly common in countries in the Global South.","ai_generated":true,"unit":"wwatt-000028#insight-2","date_modified":"2026-10-23"},{"text":"The author argues against the automation of hazard analysis or the use of AI because interpreting results requires evaluating complex factors such as data quality, model consistency, and alignment with physical science.","ai_generated":true,"unit":"wwatt-000028#insight-3","date_modified":"2026-10-23"}],"climate_tags":["extreme event attribution","extreme weather event","climate change"],"geography_discussed":["Mediterranean Sea","Sahel","Madagascar","Southern Europe","North America","Thailand","Laos","Philippines","Dubai","Afghanistan","Pakistan","Iran","Argentina","Paraguay"],"frame_perspective":[],"analysis_type":["methodological statement"]},{"id":"catf-000074","url":"https://climateinsightsdirectory.org/document/catf-000074","title":"Climate Article 6 can make or break carbon markets at COP29. Here’s all you need to know.","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"briefing","language":"en","date_published":"2024-10-29","source_url":"https://www.catf.us/2024/10/article-6-make-break-carbon-markets-cop29-heres-all-you-need-know/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the operational and structural differences between Article 6.2 (bilateral/multilateral agreements), Article 6.4 (a UN-overseen global carbon market), and Article 6.8 (non-market approaches). It highlights the role of 'corresponding adjustments' in preventing double-counting and the specific financial contributions required under Article 6.4, such as the Share of Proceeds for the Adaptation Fund and the Overall Mitigation of Global Emissions. The author emphasizes that establishing high standards for credit quality and transparency is essential for the success of these markets at COP29.","ai_generated":true,"unit":"catf-000074#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Article 6.2 allows countries and private entities to trade Internationally Transferrable Mitigation Outcomes (ITMOs) through bilateral or multilateral agreements, where participating parties design their own policies and quality requirements. While operational, some elements like the Article 6.2 international registry and specific reporting requirements remain under negotiation.","ai_generated":true,"unit":"catf-000074#insight-1","date_modified":"2026-10-23"},{"text":"Article 6.4 creates a UN-governed global carbon market managed by a 12-member Supervisory Body that approves methodologies and registers projects. Credits issued under this mechanism (A6.4ERs) are subject to a 5% volume-based Share of Proceeds (SOP) for the Adaptation Fund and a 2% automatic cancellation for Overall Mitigation of Global Emissions (OMGE) to ensure a net global emissions drawdown.","ai_generated":true,"unit":"catf-000074#insight-2","date_modified":"2026-10-23"},{"text":"To prevent double-counting of emissions reductions, both ITMOs and A6.4ERs require a 'corresponding adjustment,' where the host country deducts the reduction from its own accounting so the buyer can count it toward their Nationally Determined Contribution (NDC). Credits not authorized for NDC goals are termed 'mitigation contributions' and do not require this adjustment.","ai_generated":true,"unit":"catf-000074#insight-3","date_modified":"2026-10-23"},{"text":"Article 6.8 provides a non-market framework via a centralized platform where countries can request and receive financial or technical support for mitigation projects without the exchange of carbon credits.","ai_generated":true,"unit":"catf-000074#insight-4","date_modified":"2026-10-23"},{"text":"Recent implementation milestones include Ghana becoming the first country to authorize ITMO exports at COP27, a binding agreement between Singapore and Papua New Guinea at COP28, and the first completed ITMO transfer between Switzerland and Thailand in 2024.","ai_generated":true,"unit":"catf-000074#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","carbon credit","Nationally Determined Contributions","carbon dioxide removal","greenhouse gas emissions","Adaptation Fund","measurement, reporting, and verification"],"geography_discussed":["Ghana","Singapore","Papua New Guinea","Switzerland","Thailand"],"frame_perspective":[],"analysis_type":["explainer","policy briefing"]},{"id":"newclim-000323","url":"https://climateinsightsdirectory.org/document/newclim-000323","title":"Electricity Market Design in Southeast Asia","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2024-10-28","source_url":"https://newclimate.org/resources/publications/electricity-market-design-in-southeast-asia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Southeast Asian electricity market designs are anchored in an outdated fossil-fuel paradigm and require core redesign to leverage the cost-effectiveness of renewables. It focuses on four key economies—Indonesia, Thailand, Viet Nam, and the Philippines—noting that variable renewables contribute less than 5% of total power generation in most of the region, except for Viet Nam. The report proposes five interlinked objectives for renewables-ready power systems: long-term investment certainty, enhanced system flexibility, safeguarded system adequacy, managed retirement of carbon-intensive assets, and consumer affordability.","ai_generated":true,"unit":"newclim-000323#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current electricity market and regulatory arrangements in Southeast Asia are based on an outdated fossil-fuel paradigm, which hinders the full utilization of renewable energy benefits and requires a core redesign rather than minor adjustments.","ai_generated":true,"unit":"newclim-000323#insight-1","date_modified":"2026-10-23"},{"text":"Variable renewable energy deployment in Southeast Asia generally remains low, contributing less than 5% of total power generation in most countries, although Viet Nam exceeded 13% in 2023.","ai_generated":true,"unit":"newclim-000323#insight-2","date_modified":"2026-10-23"},{"text":"The four focus countries exhibit diverse electricity sector configurations: Indonesia uses an integrated single-buyer system, Thailand a ring-fenced single-buyer system, Viet Nam an unbundled single-buyer system with nascent wholesale competition, and the Philippines a liberalised system with a central dispatch market.","ai_generated":true,"unit":"newclim-000323#insight-3","date_modified":"2026-10-23"},{"text":"Effective market designs for renewable transitions must balance five interlinked objectives: long-term investment certainty for variable renewable energies, system flexibility for least-cost integration, system adequacy for decarbonisation, efficient retirement of carbon-intensive assets, and consumer affordability alongside financial sustainability.","ai_generated":true,"unit":"newclim-000323#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy transition","decarbonization","wind power","solar energy"],"geography_discussed":["Indonesia","Thailand","Vietnam","Philippines"],"frame_perspective":[],"analysis_type":["policy assessment","regulatory review"]},{"id":"ember-000376","url":"https://climateinsightsdirectory.org/document/ember-000376","title":"ASEAN’s clean power pathways: 2024 insights","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2024-10-22","source_url":"https://ember-energy.org/app/uploads/2024/10/Report-ASEANs-clean-power-pathways-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"ASEAN's electricity demand grew by 3.6% in 2023, a rise entirely met by fossil fuels, leading to a 6.6% increase in power sector emissions. While solar and wind costs are falling, the region remains heavily dependent on coal and gas, and hydropower has become less reliable due to climate-induced droughts. The report argues that scaling renewable capacity by 3-5x by 2035, implementing direct power purchase agreements, and expanding the ASEAN Power Grid are essential to meet rising demand and climate goals. It also highlights the potential for a regional compliance carbon market and the importance of a just transition to secure social acceptance.","ai_generated":true,"unit":"ember-000376#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2023, ASEAN's electricity demand increased by 45 TWh (3.6%), and this entire growth was supplied by fossil fuels, resulting in a 6.6% rise in power sector emissions to 718 million tonnes of CO2.","ai_generated":true,"unit":"ember-000376#insight-1","date_modified":"2026-10-23"},{"text":"Hydropower generation decreased by 21 TWh in 2023 despite an addition of 0.5 GW in capacity, illustrating the vulnerability of the region's clean energy supply to climate-driven droughts.","ai_generated":true,"unit":"ember-000376#insight-2","date_modified":"2026-10-23"},{"text":"Solar and wind are among the most cost-competitive new generation options in ASEAN, whereas bioenergy is the most expensive renewable source, with LCOE in Indonesia, Malaysia, and Thailand ranging from $59-98 USD per MWh.","ai_generated":true,"unit":"ember-000376#insight-3","date_modified":"2026-10-23"},{"text":"To align with various decarbonisation pathways, ASEAN must increase its renewable energy capacity by three to five times the 2023 levels by 2035.","ai_generated":true,"unit":"ember-000376#insight-4","date_modified":"2026-10-23"},{"text":"Several ASEAN nations are introducing mechanisms for direct renewable power purchases to support industrial demand: Viet Nam approved a Direct Power Purchase Agreement (DPPA) scheme, Thailand is developing a Third Party Access (TPA) Framework, and Malaysia plans a TPA scheme starting September 2024.","ai_generated":true,"unit":"ember-000376#insight-5","date_modified":"2026-10-23"},{"text":"The Philippines has recently removed foreign ownership restrictions on renewable energy businesses, which contributed to record-high investment levels this year.","ai_generated":true,"unit":"ember-000376#insight-6","date_modified":"2026-10-23"},{"text":"ASEAN countries are implementing diverse rooftop solar policies: Viet Nam has a pilot for selling excess power, Thailand offers tax reductions for small installations, the Philippines enables peer-to-peer trading, and Indonesia set an annual quota of 1 GW for PLN-connected systems.","ai_generated":true,"unit":"ember-000376#insight-7","date_modified":"2026-10-23"},{"text":"Regional power interconnection is progressing, with eight of 18 planned interconnections completed, providing 7.7 GW of cross-border transmission capacity as of July 2023.","ai_generated":true,"unit":"ember-000376#insight-8","date_modified":"2026-10-23"},{"text":"There is significant potential for a regional compliance carbon market; currently, Singapore is the only ASEAN country with a carbon tax, though Thailand, Malaysia, and Viet Nam are developing pricing or trading mechanisms.","ai_generated":true,"unit":"ember-000376#insight-9","date_modified":"2026-10-23"},{"text":"A just transition could significantly offset job losses in the fossil fuel sector; in Indonesia, over 1 million new jobs in renewables could offset 31,000 losses from the transition.","ai_generated":true,"unit":"ember-000376#insight-10","date_modified":"2026-10-23"}],"climate_tags":["solar energy","wind power","hydropower","bioenergy","geothermal energy","battery energy storage system","fossil fuel","coal","natural gas","electric energy consumption","electrical grid","wide area synchronous grid","rooftop photovoltaic system","carbon price","carbon emission trading","carbon credit","just transition","green job"],"geography_discussed":["World","Vietnam","Singapore","Malaysia","Indonesia","Philippines","Thailand","Laos","Myanmar","Cambodia","Brunei"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","scenario modeling","technical analysis"]},{"id":"wri-000339","url":"https://climateinsightsdirectory.org/document/wri-000339","title":"One-Quarter of World’s Crops Threatened by Water Risks","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"report","language":"en","date_published":"2024-10-16","source_url":"https://www.wri.org/insights/growing-water-risks-food-crops","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"New analysis from the World Resources Institute reveals that 25% of global crops are grown in areas with highly stressed or unreliable water supplies. This vulnerability is particularly acute for staple crops like rice, wheat, and corn, with 33% produced in such areas. The report highlights a critical dependency on a small number of countries for irrigated crops and the increasing instability of rainfed agriculture due to climate change. To mitigate these risks, the document recommends strategies including reducing food waste, shifting diets away from water-intensive meats, increasing irrigation efficiency, and investing in nature-based solutions.","ai_generated":true,"unit":"wri-000339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"One-quarter of the world's crops are produced in regions where water supplies are either highly stressed, highly unreliable, or both. This risk is more pronounced for the three primary staple crops—rice, wheat, and corn—which provide over half of global food calories; 33% of these specific crops are grown using water supplies that are highly variable or highly stressed.","ai_generated":true,"unit":"wri-000339#insight-1","date_modified":"2026-10-23"},{"text":"A small group of 10 countries—China, India, United States, Pakistan, Brazil, Egypt, Mexico, Vietnam, Indonesia, and Thailand—account for 72% of global irrigated crop production. Two-thirds of these irrigated crops are subject to high to extremely high water stress.","ai_generated":true,"unit":"wri-000339#insight-2","date_modified":"2026-10-23"},{"text":"Rainfed agriculture, which accounts for 66% of all global crop production, is becoming increasingly unstable. While 8% of rainfed agriculture currently faces high to extremely high annual water supply variation, this figure is projected to increase by 40% by 2050 compared to 2020 levels, with significant increases expected in China, the U.S., Australia, India, and Niger.","ai_generated":true,"unit":"wri-000339#insight-3","date_modified":"2026-10-23"},{"text":"India faces severe sustainability challenges in agriculture, with approximately 24% of its total crop production (nearly 270 million metric tons) grown in watersheds that exceed their natural replenishment capacity. This has led to the use of non-renewable groundwater, with Northern India losing up to one foot of groundwater annually, a depletion rate that could triple by 2080.","ai_generated":true,"unit":"wri-000339#insight-4","date_modified":"2026-10-23"},{"text":"Niger is identified as the most vulnerable country globally for climate change-related impacts on food systems according to the ND-Gain Index. In Niger, 97% of production is rainfed, and the country experiences a drought on average every three years, contributing to chronic malnourishment in nearly half of its children.","ai_generated":true,"unit":"wri-000339#insight-5","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change","drought","nature-based solutions","agroforestry","bioenergy","water management"],"geography_discussed":["People's Republic of China","India","United States","Pakistan","Brazil","Egypt","Mexico","Vietnam","Indonesia","Thailand","Niger","Australia"],"frame_perspective":[],"analysis_type":["risk assessment","projection"]},{"id":"gclifun-006204","url":"https://climateinsightsdirectory.org/document/gclifun-006204","title":"Thailand Country Programme on Climate Change","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-10-08","source_url":"https://www.greenclimate.fund/sites/default/files/document/thailand-country-programme_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Thailand Country Programme (TCP) 2024 outlines a framework to align national climate strategies with GCF funding for the 2024-2027 programming cycle. Thailand aims for carbon neutrality by 2050 and net-zero emissions by 2065, with the energy sector identified as the largest GHG contributor. The programme identifies five priority areas: mitigation strategies and technologies, knowledge enhancement in agriculture and waste, advanced adaptive technologies, strengthening climate financing mechanisms, and awareness raising. To meet its Nationally Determined Contributions (NDC), Thailand estimates a need for THB 5,000 billion for unconditional targets and THB 7,000 billion for conditional targets. The TCP also details a readiness plan to strengthen National Designated Authority (NDA) capacity and accredit Direct Access Entities (DAEs) such as Kasikorn Bank and the Environment Fund.","ai_generated":true,"unit":"gclifun-006204#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Thailand's long-term climate goals are to reach carbon neutrality by 2050 and net-zero greenhouse gas (GHG) emissions by 2065, with emissions expected to peak at 388 MtCO2e in 2025.","ai_generated":true,"unit":"gclifun-006204#insight-1","date_modified":"2026-10-23"},{"text":"The energy sector is the primary source of Thailand's GHG emissions, accounting for 69.06% of the total emissions recorded in 2018, which totaled 372,648.77 GgCO2eq (excluding LULUCF).","ai_generated":true,"unit":"gclifun-006204#insight-2","date_modified":"2026-10-23"},{"text":"Substantial funding is required to meet Thailand's NDC targets: approximately THB 5,000 billion for the unconditional target and THB 7,000 billion for the conditional target.","ai_generated":true,"unit":"gclifun-006204#insight-3","date_modified":"2026-10-23"},{"text":"Thailand identifies four primary barriers to climate investment: policy and regulation (lack of clarity and incentives), technological (lack of confidence and access), financial (infeasibility of CCS and small-scale RE & EE projects), and capacity (insufficient data and low public awareness).","ai_generated":true,"unit":"gclifun-006204#insight-4","date_modified":"2026-10-23"},{"text":"The TCP defines five key priority areas for GCF support from 2024 to 2027: (1) Mitigation Strategies, Technologies, Systematic Planning, and Best Practices; (2) Knowledge and Database Enhancement in Agriculture and Waste; (3) Advanced Adaptative Technologies and Crosscutting Area; (4) Strengthening Climate Financing Mechanism; and (5) Knowledge Sharing and Awareness Raising.","ai_generated":true,"unit":"gclifun-006204#insight-5","date_modified":"2026-10-23"},{"text":"Thailand is pursuing the accreditation of several Direct Access Entities (DAEs) to accelerate financial access, including the Environment Fund, Kasikorn Bank, the Mekong River Commission, and the Export-Import Bank.","ai_generated":true,"unit":"gclifun-006204#insight-6","date_modified":"2026-10-23"},{"text":"Specific prospective GCF funding proposals include an electrified intercity bus project, a Circular Economy Financing Facility (T-CEFF) managed by KBank, a Climate Technology Private Equity Trust Fund, and a project for climate-resilient healthcare facilities.","ai_generated":true,"unit":"gclifun-006204#insight-7","date_modified":"2026-10-23"},{"text":"The National Adaptation Plan (NAP) focuses on six key sectors: water management, agriculture and food security, tourism, public health, natural resources management, and human settlements and security.","ai_generated":true,"unit":"gclifun-006204#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon neutrality","Net-zero emissions","climate finance","Nationally Determined Contributions","national adaptation plan","renewable energy","electric vehicle","carbon capture and storage","circular economy","energy efficiency","ecosystem-based adaptation","water management","Climate-smart agriculture"],"geography_discussed":["Vietnam","Cambodia","Laos","Bangladesh"],"frame_perspective":[],"analysis_type":["strategic roadmap","financial assessment","policy alignment"]},{"id":"gclifun-004695","url":"https://climateinsightsdirectory.org/document/gclifun-004695","title":"Report on the activities of the Independent Evaluation Unit","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-10-03","source_url":"https://www.greenclimate.fund/sites/default/files/document/08-report-activities-independent-evaluation-unit-gcf-b40-inf11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The IEU report for May-August 2024 outlines the completion of evaluations on whistleblower protection, the GCF Investment Framework, and the energy sector portfolio. It details ongoing evaluations in Latin America and the Caribbean, health and food security, and Indigenous Peoples' approaches. The report also highlights the LORTA impact evaluation programme, evidence reviews on just transition and market-based approaches, and the progress of a Management Action Report on the Readiness and Preparatory Support Programme, where the Secretariat agreed to all 15 recommendations with varying levels of implementation progress.","ai_generated":true,"unit":"gclifun-004695#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The evaluation of the GCF Policy on the Protection of Whistleblowers and Witnesses (PPWW) found that while the policy aligns with GCF goals, it requires better integration into the broader policy and integrity landscape and more consistent guidance to ensure trust and predictability.","ai_generated":true,"unit":"gclifun-004695#insight-1","date_modified":"2026-10-23"},{"text":"An evaluation of the GCF Investment Framework concluded that it effectively promotes a paradigm shift toward low-emission and climate-resilient development and ensures consistency in decision-making, but it becomes largely irrelevant after a funding proposal is approved due to misalignment with other frameworks like the Risk Management Framework (RMF).","ai_generated":true,"unit":"gclifun-004695#insight-2","date_modified":"2026-10-23"},{"text":"The evaluation of the GCF's energy sector portfolio noted that while the Fund has significant reach and volume, its goals for catalysing a global energy sector paradigm shift are not clearly articulated, and it has struggled to engage the right actors for coordinated programming.","ai_generated":true,"unit":"gclifun-004695#insight-3","date_modified":"2026-10-23"},{"text":"The energy sector evaluation further identified that risk management is inadequately operationalized, with a mismatch between actual and stated risk appetite, and that result management is underdeveloped due to poor quality at entry and conceptual gaps in measuring effectiveness.","ai_generated":true,"unit":"gclifun-004695#insight-4","date_modified":"2026-10-23"},{"text":"The LORTA impact evaluation programme has engaged over 90 GCF-funded project teams, with 29 projects onboarded (approximately 10% of all approved projects), producing robust impact evaluations for projects in Malawi (FP002) and Bangladesh (FP069).","ai_generated":true,"unit":"gclifun-004695#insight-5","date_modified":"2026-10-23"},{"text":"A realist review on just transition in developing countries identified common enablers across sectors, such as political will, social dialogue, and robust financing, while common barriers included bureaucratic hurdles and unequal benefit distribution.","ai_generated":true,"unit":"gclifun-004695#insight-6","date_modified":"2026-10-23"},{"text":"The IEU is conducting a peer review of its evaluation function with the United Nations Evaluation Group (UNEG), which began with a self-evaluation in 2024 and is expected to conclude in mid-2025.","ai_generated":true,"unit":"gclifun-004695#insight-7","date_modified":"2026-10-23"},{"text":"In the Management Action Report for the Readiness and Preparatory Support Programme (RPSP), the Secretariat agreed to all 15 recommendations; however, the IEU rated the progress as 'high' for 3, 'substantial' for 3, 'medium' for 6, and 'low' for 3 recommendations.","ai_generated":true,"unit":"gclifun-004695#insight-8","date_modified":"2026-10-23"},{"text":"The IEU's budget expenditure for the reporting period was 40% of the approved annual budget, totaling USD 3.09 million, with a forecast expenditure of USD 6.74 million (87.1%) by the end of the year.","ai_generated":true,"unit":"gclifun-004695#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","just transition","Reducing emissions from deforestation and forest degradation","indigenous people"],"geography_discussed":["South Korea","Rwanda","Latin America and the Caribbean","Costa Rica","Dominican Republic","Jamaica","Ecuador","Argentina","Senegal","Tajikistan","Marshall Islands","Fiji","Namibia","Grenada","Morocco","Colombia","Paraguay","Botswana","Philippines","Vanuatu","Malawi","Bangladesh","Madagascar","Uganda","Brazil","Tanzania","Thailand","People's Republic of China","Italy"],"frame_perspective":[],"analysis_type":["performance evaluation","thematic evaluation","portfolio evaluation","impact evaluation","evidence review"]}]}