{"query_echo":{"q":"","filters":{"geography":["Singapore"]},"warnings":[]},"total":{"value":525,"relation":"eq"},"page":12,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Singapore&page=12","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Singapore&page=13","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":"clibonds-000919","url":"https://climateinsightsdirectory.org/document/clibonds-000919","title":"ASEAN SUSTAINABLE FINANCE STATE OF THE MARKET 2021","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-06","source_url":"https://www.climatebonds.net/files/documents/publications/ASEAN-Sustainable-Debt-Market-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The ASEAN sustainable debt market experienced rapid growth in 2021, with GSS debt issuance reaching USD 24 billion and sustainability-linked instruments reaching USD 27.5 billion. Singapore remains the regional leader, while the green theme continues to be the most popular. The report highlights the emergence of the ASEAN Taxonomy for Sustainable Finance and the growth of local currency issuances, particularly in Singapore and Thailand.","ai_generated":true,"unit":"clibonds-000919#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The ASEAN green, social, and sustainability (GSS) debt market grew by 76.5% year-on-year in 2021, with annual issuance reaching USD 24bn compared to USD 13.6bn in 2020.","ai_generated":true,"unit":"clibonds-000919#insight-1","date_modified":"2026-10-23"},{"text":"Sustainability-linked bonds (SLBs) and loans (SLLs) saw exponential growth in 2021, with a combined volume of USD 27.5bn, which is more than three times the 2020 figure of USD 8.6bn.","ai_generated":true,"unit":"clibonds-000919#insight-2","date_modified":"2026-10-23"},{"text":"Singapore is the dominant regional market for sustainable finance, issuing USD 13.6bn in GSS debt in 2021 and accounting for 84.5% of the cumulative SLL and SLB market with USD 33.6bn.","ai_generated":true,"unit":"clibonds-000919#insight-3","date_modified":"2026-10-23"},{"text":"Green themed debt remains the most prevalent in the region, representing 63.9% of GSS deals in 2021 and 72% of the cumulative GSS market (USD 39.4bn) between 2016 and 2021.","ai_generated":true,"unit":"clibonds-000919#insight-4","date_modified":"2026-10-23"},{"text":"Buildings and Energy are the primary sectors for green use-of-proceeds, together accounting for 79.5% of cumulative green debt UoP in ASEAN from 2016 to 2021.","ai_generated":true,"unit":"clibonds-000919#insight-5","date_modified":"2026-10-23"},{"text":"Sovereign issuance is the primary driver of the social and sustainability (S&S) market, responsible for 51% of the volume in 2021, largely due to the reopening of a Thai sustainability bond.","ai_generated":true,"unit":"clibonds-000919#insight-6","date_modified":"2026-10-23"},{"text":"There is a significant gap in external reviews for green debt; 59% of all green deals in 2021 had no review, an increase from 47% in 2020.","ai_generated":true,"unit":"clibonds-000919#insight-7","date_modified":"2026-10-23"},{"text":"Thailand is the most prolific source of unlabelled climate-aligned debt in ASEAN, accounting for 96% of the total regional volume of USD 2.9bn.","ai_generated":true,"unit":"clibonds-000919#insight-8","date_modified":"2026-10-23"},{"text":"The ASEAN Taxonomy for Sustainable Finance (Version 1) was published in November 2021, introducing a Foundation Framework with a decision tree to classify activities as green, amber (transition), or red (excluded).","ai_generated":true,"unit":"clibonds-000919#insight-9","date_modified":"2026-10-23"},{"text":"The Energy Transition Mechanism (ETM), launched in 2021 by Indonesia, the Philippines, and the ADB, aims to accelerate the transition from coal to clean energy by retiring coal-fired power plants early.","ai_generated":true,"unit":"clibonds-000919#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate bond","sustainable finance","renewable energy","green building","sustainable transport","Coal phase-out","Net-zero emissions","climate finance"],"geography_discussed":["World","Singapore","Thailand","Indonesia","Malaysia","Philippines","Vietnam","Cambodia","Myanmar","Brunei","Laos"],"frame_perspective":[],"analysis_type":["market analysis","policy review"]},{"id":"clibonds-001044","url":"https://climateinsightsdirectory.org/document/clibonds-001044","title":"Promoting Local Currency Sustainable Finance in ASEAN+3","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-06","source_url":"https://www.climatebonds.net/files/documents/publications/Promoting-Local-Currency-Sustainable-Finance-in-ASEAN3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The ASEAN+3 sustainable debt market reached USD 449 billion by Q3 2021, driven largely by the People's Republic of China, Japan, and Hong Kong, China. While green bonds remain dominant, the COVID-19 pandemic accelerated the issuance of social and sustainability-labeled instruments. Local currency (LCY) issuance represents 64% of the region's total sustainable debt, though this is unevenly distributed; Thailand has the highest LCY share at 98.5%, while Viet Nam and Indonesia rely heavily on foreign currencies. The report identifies barriers such as lack of market awareness, high transaction costs for small deals, and a shortage of bankable green projects. It recommends increasing sovereign GSS bond issuance, expanding the investor base through ETFs and indices, and establishing centralized sustainable finance platforms to improve project visibility.","ai_generated":true,"unit":"clibonds-001044#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"By the end of the third quarter of 2021, the cumulative sustainable debt market in ASEAN+3 reached USD 449 billion, with the People's Republic of China, Hong Kong, China, and Japan accounting for 61.4% of this volume.","ai_generated":true,"unit":"clibonds-001044#insight-1","date_modified":"2026-10-23"},{"text":"Local currency (LCY) sustainable debt issuance accounted for 64% of the region's total sustainable debt as of Q3 2021, with a strong preference for LCY in smaller instruments (90% of issuances under USD 200 million).","ai_generated":true,"unit":"clibonds-001044#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant disparity in LCY adoption across the region: Thailand has the highest LCY share at 98.5% (USD 10.6 billion), whereas Viet Nam and Indonesia have the highest foreign currency shares at 96.1% and 94.6% respectively.","ai_generated":true,"unit":"clibonds-001044#insight-3","date_modified":"2026-10-23"},{"text":"The People's Republic of China is the regional leader in sustainable bond issuance, contributing USD 44.5 billion in the first nine months of 2021, with a focus on renewable energy and transport.","ai_generated":true,"unit":"clibonds-001044#insight-4","date_modified":"2026-10-23"},{"text":"The ASEAN Taxonomy for Sustainable Finance (Version 1), published in November 2021, uses a phased approach with a 'Foundation framework' (qualitative classification) and a 'Plus standard framework' (quantitative screening criteria).","ai_generated":true,"unit":"clibonds-001044#insight-5","date_modified":"2026-10-23"},{"text":"The 'unlabeled climate-aligned universe' in ASEAN+3 consists of USD 406.4 billion in outstanding bonds from 1,458 companies, with transport being the dominant theme at 72% (USD 293.3 billion).","ai_generated":true,"unit":"clibonds-001044#insight-6","date_modified":"2026-10-23"},{"text":"Key impediments to the growth of the GSS market include a lack of local market awareness, higher transaction costs for smaller issuances, and a limited number of 'bankable' green projects.","ai_generated":true,"unit":"clibonds-001044#insight-7","date_modified":"2026-10-23"},{"text":"Sovereign GSS bond issuance is recommended as a catalyst for local markets because it provides benchmark pricing, liquidity, and a demonstration effect for domestic issuers.","ai_generated":true,"unit":"clibonds-001044#insight-8","date_modified":"2026-10-23"},{"text":"The report suggests that central banks can support a 'build back better' recovery by resuming environmental stress testing and prohibiting sectors with high transition risks from accessing credit released via pandemic-era regulatory loosening.","ai_generated":true,"unit":"clibonds-001044#insight-9","date_modified":"2026-10-23"},{"text":"The ASEAN Catalytic Green Finance Facility (ACGF) and the subsequent Green Recovery Platform aim to bridge bankability gaps and support post-pandemic green infrastructure in Southeast Asia.","ai_generated":true,"unit":"clibonds-001044#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate bond","transition finance","climate finance","renewable energy","green building","Blended Finance"],"geography_discussed":["People's Republic of China","Japan","South Korea","Thailand","Malaysia","Singapore","Indonesia","Philippines","Vietnam","Hong Kong","Brazil","Denmark","Finland","Sweden"],"frame_perspective":[],"analysis_type":["market analysis","policy review","investment opportunity assessment"]},{"id":"newclim-000315","url":"https://climateinsightsdirectory.org/document/newclim-000315","title":"Despite Glasgow Climate Pact, 2030 climate target updates have stalled","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"briefing","language":"en","date_published":"2022-06","source_url":"https://climateactiontracker.org/documents/1051/CAT_2022-06-03_Briefing_MidYearUpdate_DespiteGlasgowTargetUpdatesStalled.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing reports that 2030 climate target updates have stalled since COP26, leaving the world on track for 2.4°C of warming based on current targets and 2.7°C based on current policies. Despite the Glasgow Climate Pact's request for governments to strengthen their Nationally Determined Contributions (NDCs) by the end of 2022, no major emitter has updated its target. The report highlights a significant emissions gap, noting that global emissions in 2030 would be twice as high as the 1.5°C limit allows without increased action. It suggests four pathways for governments to update targets: full NDC updates, expanding NDC coverage (specifically for China regarding non-CO2 gases), participating in new sectoral initiatives, or implementing policies to overachieve existing targets.","ai_generated":true,"unit":"newclim-000315#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Progress on updating 2030 climate targets and sectoral initiative participation has stalled since COP26, contradicting the Glasgow Climate Pact's agreement to update national targets in 2022.","ai_generated":true,"unit":"newclim-000315#insight-1","date_modified":"2026-10-23"},{"text":"Current global trajectories are far from the 1.5°C limit; the world is projected to warm by 2.4°C based on 2030 targets and 2.7°C based on current policies.","ai_generated":true,"unit":"newclim-000315#insight-2","date_modified":"2026-10-23"},{"text":"There is a severe emissions gap for 2030, with projected emissions being double the amount allowed to maintain a 1.5°C limit.","ai_generated":true,"unit":"newclim-000315#insight-3","date_modified":"2026-10-23"},{"text":"Only six countries submitted updated NDCs in 2022: Bolivia, Central African Republic, Côte d’Ivoire, El Salvador, Guatemala, and Haiti, though none of these represented a further strengthening of previous targets.","ai_generated":true,"unit":"newclim-000315#insight-4","date_modified":"2026-10-23"},{"text":"The EU is identified as a primary candidate to lead NDC updates because its plans to increase the 2030 renewable target from 40% to 45% would result in overachieving its current NDC.","ai_generated":true,"unit":"newclim-000315#insight-5","date_modified":"2026-10-23"},{"text":"Participation in sectoral initiatives has been limited; Qatar is the only major country to join the Global Methane Pledge since COP26, while major emitters like China, India, and Russia have not joined.","ai_generated":true,"unit":"newclim-000315#insight-6","date_modified":"2026-10-23"},{"text":"The commitment to stop financing fossil fuel infrastructure abroad has been weakened by the need for alternative natural gas suppliers following Russia's invasion of Ukraine, exemplified by Germany considering LNG infrastructure support for Senegal.","ai_generated":true,"unit":"newclim-000315#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","1.5 degree Celsius climate target","greenhouse gas emissions","Paris Agreement","Coal phase-out","electric vehicle","fossil fuel finance","climate target"],"geography_discussed":["European Union","United States","People's Republic of China","El Salvador","Central African Republic","Guatemala","Bolivia","Ivory Coast","Haiti","Brazil","Indonesia","Russia","Singapore","Switzerland","Thailand","Vietnam","Mexico","Turkey","Kazakhstan","Iran","Australia","Egypt","United Kingdom","Qatar","India","Germany","Senegal","Ukraine","Japan","France"],"frame_perspective":[],"analysis_type":["policy assessment","emissions gap analysis"]},{"id":"tess-000106","url":"https://climateinsightsdirectory.org/document/tess-000106","title":"Promoting and Facilitating Trade in Environmental Goods and Services: Lessons From Regional Trade Agreements","publisher":{"name":"Forum on Trade, Environment, & the SDGs","organization":"forum-on-trade-environment-the-sdgs"},"document_type":"research paper","language":"en","date_published":"2022-06","source_url":"https://lyrical-cormorant.files.svdcdn.com/production/assets/images/Publications/TESS-Technical-Paper-Promoting-and-Facilitating-Environmental-Goods-and-Services.pdf?dm=1678460883","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper analyzes how regional trade agreements (RTAs) act as 'incubators' for promoting trade in environmental goods and services (EGS) in the absence of significant multilateral progress at the WTO. It examines various RTA approaches to defining EGS, implementing market access commitments, coordinating regulations, and providing support measures for developing countries. The authors highlight that RTAs often go beyond WTO rules, utilizing tools like specific EGS lists, 'ex-outs' for precise product classification, and sectoral chapters to address non-tariff barriers. These regional experiences are presented as potential models for the WTO's Trade and Environmental Sustainability Structured Discussion (TESSD) and the Informal Dialogue on Plastics Pollution and Environmentally Sustainable Plastics Trade (IDP).","ai_generated":true,"unit":"tess-000106#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regional trade agreements (RTAs) have become the primary venue for promoting trade in environmental goods and services (EGS) because multilateral efforts at the WTO stalled after 2011.","ai_generated":true,"unit":"tess-000106#insight-1","date_modified":"2026-10-23"},{"text":"RTAs use three main methods to incorporate EGS provisions: horizontal chapters (often non-binding and excluded from dispute settlement), individual schedules of commitments, and dedicated sectoral chapters or annexes for specific technologies.","ai_generated":true,"unit":"tess-000106#insight-2","date_modified":"2026-10-23"},{"text":"Defining environmental goods is a major challenge; while some RTAs use broad liberalization, others use specific lists, such as the 2012 APEC voluntary commitment of 54 goods, the ANZTEC list of 132 goods, and the New Zealand-UK FTA list of 293 HS subheadings.","ai_generated":true,"unit":"tess-000106#insight-3","date_modified":"2026-10-23"},{"text":"To address 'dual-use' concerns where goods have both environmental and non-environmental applications, RTAs employ 'ex-outs'—additional product specifications that go beyond the 6-digit Harmonized System (HS) level.","ai_generated":true,"unit":"tess-000106#insight-4","date_modified":"2026-10-23"},{"text":"Environmental services are often too narrowly defined by the UN's Central Product Classification (CPC) Division 94; RTAs address this by including services related to specific EGS lists or using 5-digit CPC 'ex-outs'.","ai_generated":true,"unit":"tess-000106#insight-5","date_modified":"2026-10-23"},{"text":"RTAs address non-tariff barriers through regulatory cooperation, including the harmonization of standards, mutual recognition of conformity assessments, and the use of international standards (such as ISO and IEC).","ai_generated":true,"unit":"tess-000106#insight-6","date_modified":"2026-10-23"},{"text":"Some RTAs implement more stringent disciplines on local content requirements and subsidies than the WTO, such as the CPTPP's prohibition of performance requirements for all investors.","ai_generated":true,"unit":"tess-000106#insight-7","date_modified":"2026-10-23"},{"text":"The New Zealand-UK FTA includes advanced provisions to eliminate harmful fossil fuel subsidies and end new direct financial support for fossil fuel energy in non-parties, unless aligned with the Paris Agreement.","ai_generated":true,"unit":"tess-000106#insight-8","date_modified":"2026-10-23"},{"text":"Green public procurement is identified as a powerful tool to drive EGS demand, and many RTAs allow parties to set environmental criteria in procurement, though they generally do not expand the scope of the WTO Government Procurement Agreement (GPA).","ai_generated":true,"unit":"tess-000106#insight-9","date_modified":"2026-10-23"},{"text":"Support measures for developing countries in RTAs typically focus on the transfer of environmental technology and capacity building, often through 'best endeavour' clauses rather than hard obligations.","ai_generated":true,"unit":"tess-000106#insight-10","date_modified":"2026-10-23"}],"climate_tags":["sustainable procurement","fossil fuel subsidy","technology transfer","capacity building","climate finance","renewable energy","circular economy","sustainable development"],"geography_discussed":["Asia-Pacific Economic Cooperation","New Zealand","United Kingdom","European Union","United States","Canada","Mexico","Taiwan","Indonesia","Singapore","Vietnam"],"frame_perspective":[],"analysis_type":["policy review","comparative analysis"]},{"id":"iisd-000504","url":"https://climateinsightsdirectory.org/document/iisd-000504","title":"A Draft World Trade Organization Agreement on Fisheries Subsidies: What's on the table?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2022-05-17","source_url":"https://www.iisd.org/publications/brief/world-trade-organization-agreement-fisheries-subsidies","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a draft WTO agreement intended to limit subsidies that contribute to illegal, unreported, and unregulated (IUU) fishing, the fishing of overfished stocks, and overcapacity. It highlights the convergence among members on these three substantive areas and notes the goal of reaching a consensus at the Twelfth Ministerial Conference (MC12) to protect food security and livelihoods dependent on healthy fish stocks.","ai_generated":true,"unit":"iisd-000504#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The draft agreement circulated on November 24, 2021, shows significant agreement among WTO members across three primary areas: subsidies contributing to illegal, unreported, and unregulated (IUU) fishing, subsidies for fishing overfished stocks, and subsidies contributing to overcapacity and overfishing.","ai_generated":true,"unit":"iisd-000504#insight-1","date_modified":"2026-10-23"},{"text":"The overarching goal of the proposed treaty is to eliminate harmful subsidies that jeopardize the sustainable use of global marine resources and negatively impact the development, food security, and livelihoods of populations relying on fish stocks.","ai_generated":true,"unit":"iisd-000504#insight-2","date_modified":"2026-10-23"},{"text":"The agreement adopted at the 12th Ministerial Conference created the first legally binding global framework to restrict subsidies for IUU fishing, overfished stocks, and vessels operating on unregulated high seas, while urging 'due restraint' for vessels with unknown stock status or those not flying the providing country's flag.","ai_generated":true,"unit":"iisd-000504#insight-3","date_modified":"2026-10-23"},{"text":"Singapore was the second WTO member to ratify the agreement and the first coastal state to do so.","ai_generated":true,"unit":"iisd-000504#insight-4","date_modified":"2026-10-23"}],"climate_tags":["food security"],"geography_discussed":["Singapore","Switzerland","Colombia"],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"clibonds-000645","url":"https://climateinsightsdirectory.org/document/clibonds-000645","title":"China Green Bond Market Report 2021","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-05","source_url":"https://www.climatebonds.net/files/documents/publications/China-Green-Bond-Market-Report-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"China's green bond market experienced record growth in 2021, driven by the nation's '30·60' climate targets and the 14th Five-Year Plan. Annual issuance aligned with Climate Bonds definitions reached USD 68.2 billion, making China the second largest green bond market globally. The market saw a significant shift as non-financial corporates became the primary source of supply, overtaking financial corporates. Over 60% of the use-of-proceeds was directed toward renewable energy. The report also highlights the emergence of carbon neutrality bonds and transition finance as key tools for decarbonizing high-emitting sectors.","ai_generated":true,"unit":"clibonds-000645#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China's green bond market grew rapidly in 2021, with annual issuance aligned with both Chinese and Climate Bonds definitions reaching a record USD 68.2 billion (RMB 440.1bn), an increase of 186% from the previous year.","ai_generated":true,"unit":"clibonds-000645#insight-1","date_modified":"2026-10-23"},{"text":"Non-financial corporates became the leading source of green bond supply in 2021 for the first time, with issuance growing 482% to USD 31.2 billion, accounting for 46% of total volumes.","ai_generated":true,"unit":"clibonds-000645#insight-2","date_modified":"2026-10-23"},{"text":"State-owned enterprises (SOEs) continue to dominate the onshore market, representing 97% of deals and nearly 99% of total issuance volume in 2021.","ai_generated":true,"unit":"clibonds-000645#insight-3","date_modified":"2026-10-23"},{"text":"Renewable energy was the primary destination for bond proceeds, accounting for 60.6% of the overall use-of-proceeds in 2021 and contributing 73% of the year's growth.","ai_generated":true,"unit":"clibonds-000645#insight-4","date_modified":"2026-10-23"},{"text":"The market is characterized by short-to-medium term debt, with 54% of overall issuance volume having a 3-year tenor and 92% of bonds aligned with Climate Bonds definitions expected to mature by 2026.","ai_generated":true,"unit":"clibonds-000645#insight-5","date_modified":"2026-10-23"},{"text":"New financial instruments are emerging to support the transition of high-emitting sectors, including carbon neutrality bonds (CNBs), which accounted for over 40% of labelled green bonds in 2021, and sustainability-linked bonds (SLBs).","ai_generated":true,"unit":"clibonds-000645#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate bond","renewable energy","carbon neutrality","transition finance","climate finance"],"geography_discussed":["Hong Kong","United States","Germany","United Kingdom","Singapore"],"frame_perspective":[],"analysis_type":["market analysis","policy assessment"]},{"id":"clibonds-000808","url":"https://climateinsightsdirectory.org/document/clibonds-000808","title":"INDIA SUSTAINABLE DEBT STATE OF THE MARKET 2021","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-05","source_url":"https://www.climatebonds.net/files/documents/publications/India-Sustainable-Debt-Market-State-of-the-Market-2021-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Indian GSS debt market experienced significant growth in 2021, reaching a cumulative volume of USD 19.5 billion, with green bonds dominating the landscape. While the market is primarily driven by non-financial corporates and focused on utility-scale renewable energy, there is emerging activity in sustainability-linked bonds and potential for expansion into electric vehicles, waste management, and climate-smart agriculture. The Indian government is supporting this growth through the Ministry of Finance's Sustainable Finance Task Force and the planned issuance of a domestic sovereign green bond in 2022.","ai_generated":true,"unit":"clibonds-000808#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Indian GSS debt market saw a massive surge in 2021, with issuance increasing by 585% to reach USD 7.5 billion, bringing the cumulative market volume to USD 19.5 billion. This growth made India the fastest growing GSS market in the APAC region, ranking sixth in the region and 19th globally.","ai_generated":true,"unit":"clibonds-000808#insight-1","date_modified":"2026-10-23"},{"text":"Green bonds are the dominant instrument in the Indian market, accounting for 89% of the GSS market with a cumulative volume of USD 18.3 billion. Renewable energy is the primary use of proceeds, receiving over USD 16.4 billion (89% of green issuance), with significant deals from entities like Adani Green Energy.","ai_generated":true,"unit":"clibonds-000808#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate bond","renewable energy","electric vehicle","waste management","Climate-smart agriculture","green building","sustainable finance","transition finance"],"geography_discussed":["People's Republic of China","Japan","South Korea","Australia","Singapore","Turkey","Argentina","Poland","Chile","Brazil","United Arab Emirates","Indonesia","Mexico","Taiwan","Pakistan","Sri Lanka","Bangladesh"],"frame_perspective":[],"analysis_type":["market analysis","policy review"]},{"id":"sei-002787","url":"https://climateinsightsdirectory.org/document/sei-002787","title":"Stockholm+50: Unlocking a Better Future","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2022-05","source_url":"https://www.sei.org/wp-content/uploads/2022/05/stockholm50-unlocking-a-better-future-10.51414-sei2022.011.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the 50-year legacy of the 1972 Stockholm Conference, concluding that while scientific knowledge and goals have increased, an 'action gap' persists, with only about one-tenth of global environmental targets achieved. It argues that the world faces entwined planetary and human crises, where the richest 10% of the population emitted more than half of total carbon emissions from 1990-2015, while the poorest suffer the most. To unlock a better future, the authors propose three systemic shifts: redefining the human-nature relationship from extraction to care, rethinking prosperity beyond GDP to ensure it lasts for all, and redirecting financial flows toward sustainable innovation. The report emphasizes the need to move from 'technology transfer' to 'technology co-development' and to implement 'Rights of Nature' and biophilic urban design. It also calls for improving conditions for change by tackling policy incoherence, renewing multilateralism to manage chronic risks, and establishing a culture of accountable promises for both state and non-state actors.","ai_generated":true,"unit":"sei-002787#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant 'action gap' in global environmental governance; since 1972, only approximately 10% of the hundreds of global environment and sustainable development targets agreed upon by countries have been achieved or seen significant progress.","ai_generated":true,"unit":"sei-002787#insight-1","date_modified":"2026-10-23"},{"text":"Global resource use has more than tripled since 1970, and this use is highly unequal; the richest 10% of the global population owned 76% of all wealth, while the poorest half owned barely 2%.","ai_generated":true,"unit":"sei-002787#insight-2","date_modified":"2026-10-23"},{"text":"Carbon emissions are heavily skewed toward high-income groups; the richest 10% of the global population were responsible for more than half of total carbon emissions between 1990 and 2015.","ai_generated":true,"unit":"sei-002787#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies a need to shift the human-nature relationship from one of extraction to one of care, suggesting the integration of nature into cities through biophilic design and the recognition of the 'Rights of Nature' as a legal instrument.","ai_generated":true,"unit":"sei-002787#insight-4","date_modified":"2026-10-23"},{"text":"To ensure lasting prosperity, the report argues for a shift from purchasing products to purchasing functions (Product-Service Systems), which could reduce material throughput and benefit low-income countries through remanufacturing.","ai_generated":true,"unit":"sei-002787#insight-5","date_modified":"2026-10-23"},{"text":"The report advocates for moving beyond GDP as the primary metric of national success, suggesting the adoption of indicators for inclusive wealth and the caring economy to better align national statistics with sustainability goals.","ai_generated":true,"unit":"sei-002787#insight-6","date_modified":"2026-10-23"},{"text":"There is a paradox in sustainable finance where massive capital is available for sustainability investments, yet funding gaps persist in low-income countries; the global SDG funding gap was estimated at USD 2.5 trillion prior to the pandemic.","ai_generated":true,"unit":"sei-002787#insight-7","date_modified":"2026-10-23"},{"text":"The report proposes replacing the traditional 'technology transfer' model with a 'technology co-development' paradigm, involving co-ownership of intellectual property and pooled resources to bridge the gap between rich and poor countries.","ai_generated":true,"unit":"sei-002787#insight-8","date_modified":"2026-10-23"},{"text":"Policy incoherence is a major structural barrier, exemplified by environmentally harmful subsidies that amount to at least USD 1.8 trillion annually, or about 2% of global GDP.","ai_generated":true,"unit":"sei-002787#insight-9","date_modified":"2026-10-23"},{"text":"The report calls for a 'culture of accountable promises' to address the lack of tracking for multi-stakeholder pledges, suggesting the creation of a UN Climate Accountability Summit.","ai_generated":true,"unit":"sei-002787#insight-10","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","planetary boundary","climate finance","nature-based solutions","circular economy","carbon dioxide emissions","biodiversity loss","environmental, social and corporate governance","climate bond","multilateralism"],"geography_discussed":["Sweden","India","People's Republic of China","Ecuador","New Zealand","Bolivia","South Africa","Singapore","United Kingdom"],"frame_perspective":[],"analysis_type":["policy analysis","scientific synthesis","socio-economic assessment"]},{"id":"iisd-000764","url":"https://climateinsightsdirectory.org/document/iisd-000764","title":"Pathways to Sustainable Cities","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2022-04-28","source_url":"https://www.iisd.org/articles/deep-dive/pathways-sustainable-cities","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the trajectory of sustainable urban development, noting that while urban populations are projected to reach 68% by 2050, cities contribute significantly to global carbon emissions and biodiversity loss. It highlights a divide between the Global North's focus on infrastructure transformation and the Global South's need to 'jump start' sustainable development. The paper identifies key trends such as nature-based solutions, multimodal transportation, and a growing emphasis on equity and inclusive planning to address environmental racism and green gentrification.","ai_generated":true,"unit":"iisd-000764#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Urbanization is increasing rapidly, with the global urban population projected to reach 68% by 2050, and nearly 90% of this growth expected to occur in Asia and Africa.","ai_generated":true,"unit":"iisd-000764#insight-1","date_modified":"2026-10-23"},{"text":"Cities are major economic drivers, contributing approximately 60% of global GDP, but they are also primary sources of carbon emissions and natural resource consumption.","ai_generated":true,"unit":"iisd-000764#insight-2","date_modified":"2026-10-23"},{"text":"There is a distinct divide in urban sustainability priorities: the Global North focuses on transforming existing infrastructure to be more efficient, while the Global South focuses on establishing basic sustainable development.","ai_generated":true,"unit":"iisd-000764#insight-3","date_modified":"2026-10-23"},{"text":"Cities are increasingly adopting nature-based solutions to manage water and climate risks, such as restoring oyster reefs in New York City, daylighting streams in Seoul, and developing 'sponge cities' in China.","ai_generated":true,"unit":"iisd-000764#insight-4","date_modified":"2026-10-23"},{"text":"Urban planning is shifting toward multimodal transportation to counter the negative effects of car-centric design, including the use of toll roads in Singapore and London, and free public transport in Aubagne and Tallinn.","ai_generated":true,"unit":"iisd-000764#insight-5","date_modified":"2026-10-23"},{"text":"Equity and inclusivity are becoming central to urban planning to address systemic failures, such as environmental racism and 'green gentrification' which can displace low-income residents as property values rise.","ai_generated":true,"unit":"iisd-000764#insight-6","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","urban heat island","decarbonization","nature-based solutions","urban agriculture","climate change adaptation","climate resilience","biodiversity loss"],"geography_discussed":["Paris","Havana","Curitiba","Amsterdam","Jakarta","New Delhi","Marseille","Asia","Africa","sub-Saharan Africa","Stockholm","Lagos","Flint","Manila","Beijing","Slovenia","Lesotho","New York City","Seoul","People's Republic of China","Atlanta","Singapore","London","Aubagne","Tallinn","Medellín","Constantine","Odense","Rotterdam"],"frame_perspective":[],"analysis_type":["trend analysis","policy review"]},{"id":"gclifun-005735","url":"https://climateinsightsdirectory.org/document/gclifun-005735","title":"Consideration of funding proposals – Addendum III Funding proposal package for FP186","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-04-25","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b32-02-add03_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The India E-Mobility Financing Program, submitted by Macquarie Alternative Assets Management Limited (MAAML), proposes a financing platform to decarbonize India's road transport sector. Requesting USD 200 million in equity from the Green Climate Fund (GCF) as first-loss capital, the program aims to mobilize a total of USD 2.1 billion, including USD 205 million from commercial investors and approximately USD 1.1 billion from debt markets. The platform will provide innovative financial solutions, such as operating and finance leases, targeting e-buses, shared four-wheeler fleets, and charging infrastructure to reduce high upfront costs and residual value risks. The program targets a lifetime reduction of 9.5 MtCO2e and the deployment of 115,000 new EVs and 10,500 charging stations. It includes comprehensive environmental, social, and gender action plans to ensure inclusive growth and safety in the transport sector.","ai_generated":true,"unit":"gclifun-005735#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The program requests USD 200 million in equity from the GCF to serve as 'first loss' capital, which is intended to de-risk the investment for commercial investors.","ai_generated":true,"unit":"gclifun-005735#insight-1","date_modified":"2026-10-23"},{"text":"The total anticipated capital mobilization for the program is up to USD 2.1 billion, comprising GCF funds, USD 205 million from commercial investors, and an estimated USD 1.1 billion from local and international debt markets.","ai_generated":true,"unit":"gclifun-005735#insight-2","date_modified":"2026-10-23"},{"text":"The program targets a total lifetime reduction of approximately 9.5 million tonnes of carbon dioxide equivalent (MtCO2e).","ai_generated":true,"unit":"gclifun-005735#insight-3","date_modified":"2026-10-23"},{"text":"The platform's primary focus will be on three key sub-sectors: electric buses, shared four-wheeler (4W) fleets, and electric charging infrastructure.","ai_generated":true,"unit":"gclifun-005735#insight-4","date_modified":"2026-10-23"},{"text":"The program aims to deploy approximately 115,000 new electric vehicles and 10,500 charging stations over its implementation period.","ai_generated":true,"unit":"gclifun-005735#insight-5","date_modified":"2026-10-23"},{"text":"A central objective is to introduce 'first of its kind' financing solutions in India, specifically operating and finance leases, to address high upfront costs and residual value risks that currently hinder EV adoption.","ai_generated":true,"unit":"gclifun-005735#insight-6","date_modified":"2026-10-23"},{"text":"The program identifies significant economic co-benefits, including a potential reduction in oil import requirements, which could save an estimated USD 330 billion between 2017 and 2030.","ai_generated":true,"unit":"gclifun-005735#insight-7","date_modified":"2026-10-23"},{"text":"The program includes a Gender Action Plan to address safety and employment gaps, targeting a workforce where 25% of staff employed at the Platform are women within five years.","ai_generated":true,"unit":"gclifun-005735#insight-8","date_modified":"2026-10-23"},{"text":"The program is categorized as Intermediation-2, with sub-projects expected to be maximum Category B based on IFC Performance Standards.","ai_generated":true,"unit":"gclifun-005735#insight-9","date_modified":"2026-10-23"},{"text":"The program's success is contingent on securing a Non-Banking Financial Company (NBFC) license from the Reserve Bank of India (RBI).","ai_generated":true,"unit":"gclifun-005735#insight-10","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","electromobility","climate finance","electric vehicle charging network","greenhouse gas emissions","gender mainstreaming","energy security","air pollution","Nationally Determined Contributions"],"geography_discussed":["Singapore"],"frame_perspective":[],"analysis_type":["funding proposal","investment analysis","gender assessment","environmental and social risk assessment"]},{"id":"clibonds-000917","url":"https://climateinsightsdirectory.org/document/clibonds-000917","title":"ASEAN economies’ exposure to climate transition risks","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://www.climatebonds.net/files/documents/publications/ASEAN-economies-exposure-to-climate-transition-risks.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the vulnerability of ASEAN economies to climate transition risks, highlighting a significant reliance on fossil fuels for electricity generation. It finds that carbon-intensive sectors represent approximately 25% of corporate bond issuance in the region, with a substantial portion of loans and bonds facing refinancing risks by 2030. The authors argue that current industrial classification systems are inadequate for identifying these risks and recommend that ASEAN central banks develop comprehensive 'green' and 'brown' taxonomies to enhance climate risk disclosures and manage potential asset stranding.","ai_generated":true,"unit":"clibonds-000917#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Carbon-intensive sectors in the ASEAN region rely more heavily on bond financing than loans, with approximately 25% of all corporate bond issuance in the region originating from these sectors.","ai_generated":true,"unit":"clibonds-000917#insight-1","date_modified":"2026-10-23"},{"text":"A significant volume of debt in carbon-intensive sectors faces a 'refinancing wall,' with roughly 50% of loans in the analyzed dataset requiring refinancing by 2027, increasing to 85% by 2035.","ai_generated":true,"unit":"clibonds-000917#insight-2","date_modified":"2026-10-23"},{"text":"The region's electricity generation is heavily dependent on fossil fuels, particularly coal and natural gas, in all member states except Cambodia and Lao PDR, creating a long-term risk of stranded assets.","ai_generated":true,"unit":"clibonds-000917#insight-3","date_modified":"2026-10-23"},{"text":"Transition risks may be borne by taxpayers in countries where carbon-intensive entities are state-owned, such as Indonesia's PLN or Malaysia's Petronas, potentially leading to sovereign credit rating downgrades.","ai_generated":true,"unit":"clibonds-000917#insight-4","date_modified":"2026-10-23"},{"text":"International investor sentiment is shifting away from fossil fuels, with GFANZ members managing USD 130tn in assets committing to phase out such investments, which may increase borrowing costs for ASEAN nations.","ai_generated":true,"unit":"clibonds-000917#insight-5","date_modified":"2026-10-23"},{"text":"Existing industrial classification systems (such as SIC and BICS) are insufficient for climate risk assessment because they categorize by product rather than the carbon intensity of the production process.","ai_generated":true,"unit":"clibonds-000917#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends that ASEAN central banks develop taxonomies that define not only 'green' activities but also 'brown' (non-sustainable) activities and entity-level transition strategies to monitor decarbonization progress.","ai_generated":true,"unit":"clibonds-000917#insight-7","date_modified":"2026-10-23"},{"text":"The European Union's proposed Carbon Border Adjustment Mechanism (CBAM) poses a policy risk to the export competitiveness of ASEAN manufacturers who have not internalized carbon costs.","ai_generated":true,"unit":"clibonds-000917#insight-8","date_modified":"2026-10-23"}],"climate_tags":["stranded asset","fossil-fuel divestment","carbon price","Carbon Border Adjustment Mechanism","renewable energy","coal-fired power station"],"geography_discussed":["Indonesia","Philippines","Vietnam","Malaysia","Singapore","Thailand","Laos","Cambodia","European Union","People's Republic of China","United States"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy recommendation","financial risk assessment"]},{"id":"catf-001067","url":"https://climateinsightsdirectory.org/document/catf-001067","title":"Testimony Before the United States Senate Committee on Energy & Natural Resources FULL COMMITTEE HEARING ON CLEAN HYDROGEN","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"statement","language":"en","date_published":"2022-02-10","source_url":"https://cdn.catf.us/wp-content/uploads/2022/02/10142650/mike-fowler-testimony-enr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The testimony asserts that while electrification is critical, approximately 60% of U.S. energy-related CO2 emissions come from sectors like heavy industry and long-haul transport that are difficult to electrify. Hydrogen is presented as a versatile, carbon-free energy carrier capable of addressing these gaps. The author highlights specific opportunities in long-haul trucking, aviation, marine shipping, and ironmaking, while noting that the U.S. may require between 8 and 18 quads of hydrogen per year by 2050 for full decarbonization. To achieve this, the document advocates for federal R&D, the development of Regional Clean Hydrogen Hubs under the Infrastructure Investment and Jobs Act, and the implementation of production tax incentives to reduce costs through scaling.","ai_generated":true,"unit":"catf-001067#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant portion of U.S. energy-related CO2 emissions arise from sectors that are difficult to decarbonize through electrification alone, specifically heavy surface transportation, shipping, aviation, and heavy industries such as chemicals and steel.","ai_generated":true,"unit":"catf-001067#insight-1","date_modified":"2026-10-23"},{"text":"Hydrogen fuel cell electric vehicles (FCEVs) offer substantial advantages over battery electric vehicles (BEVs) for long-haul Class 8 trucks, including a drivetrain weight reduction of approximately 15,000 pounds and significantly faster refueling times.","ai_generated":true,"unit":"catf-001067#insight-2","date_modified":"2026-10-23"},{"text":"The aviation and marine shipping sectors are identified as requiring zero-carbon fuels due to the extreme weight and size limitations of current battery technology for long-distance travel.","ai_generated":true,"unit":"catf-001067#insight-3","date_modified":"2026-10-23"},{"text":"Ammonia, produced from low-carbon hydrogen, is presented as a primary decarbonization candidate for transoceanic shipping due to its superior volumetric energy density compared to hydrogen.","ai_generated":true,"unit":"catf-001067#insight-4","date_modified":"2026-10-23"},{"text":"Hydrogen can decarbonize the industrial sector, particularly ironmaking, by replacing carbon-based reducing agents with hydrogen to produce water instead of CO2.","ai_generated":true,"unit":"catf-001067#insight-5","date_modified":"2026-10-23"},{"text":"Projections for U.S. hydrogen demand by 2050 vary by source, with CATF modeling suggesting a requirement of 8 to 18 quads per year, while other analyses suggest around 9 to 10 quads.","ai_generated":true,"unit":"catf-001067#insight-6","date_modified":"2026-10-23"},{"text":"The scale of renewable energy required to produce clean hydrogen for high-demand sites is immense; for example, replacing jet fuel at Atlanta Hartsfield-Jackson airport would require over 24 GW of solar installations, exceeding the current total photovoltaic capacity of four southeastern U.S. states combined.","ai_generated":true,"unit":"catf-001067#insight-7","date_modified":"2026-10-23"},{"text":"The Regional Clean Hydrogen Hub program is viewed as a critical mechanism to overcome the 'chicken-and-egg' problem of supply and demand by creating localized networks of production and end-use.","ai_generated":true,"unit":"catf-001067#insight-8","date_modified":"2026-10-23"}],"climate_tags":["hydrogen","decarbonization","heavy transport","aviation","Green ammonia","electrolysis","carbon capture and storage","direct air capture"],"geography_discussed":["California","Singapore","Hawaii","Europe"],"frame_perspective":[],"analysis_type":["policy recommendation","technical assessment"]},{"id":"clibonds-000770","url":"https://climateinsightsdirectory.org/document/clibonds-000770","title":"Global green taxonomy development, alignment, and implementation","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-02","source_url":"https://www.climatebonds.net/files/documents/publications/Global-Green-Taxonomy-Development-Alignment-and-Implementation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the rise of green taxonomies as classification systems to identify sustainable economic activities and reduce greenwashing. It identifies three primary development approaches: whitelist-based, technical screening criteria (TSC) based, and principle-based. A central focus is the alignment between the EU and China taxonomies via the International Platform on Sustainable Finance (IPSF) and the Common Ground Taxonomy (CGT), which aims to facilitate cross-border green capital flows. The document details how these taxonomies are implemented by regulators for mandatory disclosure and by financial intermediaries for product development and risk management.","ai_generated":true,"unit":"clibonds-000770#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Green taxonomies generally follow one of three methodological approaches: whitelist-based (listing specific green technologies), technical screening criteria (TSC) based (using technology-neutral thresholds to determine substantial contribution and 'do no significant harm'), or principle-based (defining core guiding principles).","ai_generated":true,"unit":"clibonds-000770#insight-1","date_modified":"2026-10-23"},{"text":"The EU and China taxonomies differ in their primary environmental focus and design; the EU initially focused on climate change adaptation and mitigation across six objectives, while China's system addresses broader pollution challenges and resource efficiency across three objectives.","ai_generated":true,"unit":"clibonds-000770#insight-2","date_modified":"2026-10-23"},{"text":"The International Platform on Sustainable Finance (IPSF) developed the Common Ground Taxonomy (CGT) to improve the interoperability of the EU and China frameworks, serving as a voluntary reference to reduce verification costs and facilitate cross-border green investment.","ai_generated":true,"unit":"clibonds-000770#insight-3","date_modified":"2026-10-23"},{"text":"Implementation of the EU taxonomy includes mandatory disclosure for large companies under the Non-Financial Reporting Directive (NFRD) regarding the proportion of turnover, CAPEX, and OPEX aligned with the taxonomy.","ai_generated":true,"unit":"clibonds-000770#insight-4","date_modified":"2026-10-23"},{"text":"In China, the Green Bond Endorsed Projects Catalogue (2021 Edition) provides a unified domestic definition for green bonds, making its application mandatory for onshore green bond issuance.","ai_generated":true,"unit":"clibonds-000770#insight-5","date_modified":"2026-10-23"}],"climate_tags":["sustainable finance","climate bond","greenwashing","climate change mitigation","climate change adaptation"],"geography_discussed":["European Union","People's Republic of China","Mexico","United Kingdom","South Africa","Japan","Malaysia","Mongolia","Russia","South Korea","Canada","Chile","Colombia","Singapore","Sri Lanka","ASEAN"],"frame_perspective":[],"analysis_type":["comparative analysis","policy review","market audit"]},{"id":"iisd-003111","url":"https://climateinsightsdirectory.org/document/iisd-003111","title":"Using Public Funding to Attract Private Investment in Renewable Energy in Indonesia","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2022-02","source_url":"https://www.iisd.org/system/files/2022-02/indonesia-private-investment-renewable-energy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses Indonesia's progress toward its 23% renewable energy target by 2025, identifying a significant investment gap of approximately USD 29 billion. It analyzes roadblocks such as non-cost-reflective pricing, fragmented regulations, and the dominance of state-owned enterprises (SOEs) in the electricity sector. The brief evaluates existing support mechanisms, including Green Sukuk, tax incentives, and the roles of Public Financial Institutions (PFIs) like PT SMI and the Indonesia Investment Authority (INA). It recommends reforming fossil-fuel subsidies, implementing renewable energy auctions, and mandating SOEs like PT PLN and PT Pertamina to prioritize clean energy to mobilize the private capital necessary for a fossil-free recovery.","ai_generated":true,"unit":"iisd-003111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indonesia's renewable energy deployment is lagging, with an installed capacity of 10.5 GW (11.2%) in 2020, which is roughly half of the 23% target set for 2025.","ai_generated":true,"unit":"iisd-003111#insight-1","date_modified":"2026-10-23"},{"text":"There is a substantial investment gap to meet the 2025 target; while USD 37 billion in additional investment is required, the current annual trajectory of USD 2 billion would leave a shortfall of USD 29 billion over four years.","ai_generated":true,"unit":"iisd-003111#insight-2","date_modified":"2026-10-23"},{"text":"Investment in the energy sector remains heavily skewed toward fossil fuels, which attracted approximately 65% of investment in 2020, compared to renewable power which represented only 7.8%.","ai_generated":true,"unit":"iisd-003111#insight-3","date_modified":"2026-10-23"},{"text":"A primary roadblock to private investment is a pricing structure where renewable energy IPPs are often capped at 85% of the local cost of generating electricity (BPP), which does not reflect real costs and hinders profitability.","ai_generated":true,"unit":"iisd-003111#insight-4","date_modified":"2026-10-23"},{"text":"The national electricity company, PT PLN, maintains a de facto monopoly over the sector and owns the majority of fossil fuel-based generation, creating a potential conflict of interest in the transition to renewables.","ai_generated":true,"unit":"iisd-003111#insight-5","date_modified":"2026-10-23"},{"text":"The Government of Indonesia has utilized Green Sukuk to fund climate projects, raising IDR 43.71 trillion (USD 3.24 billion) up to 2020, though only 5% of these funds were assigned to renewable energy development.","ai_generated":true,"unit":"iisd-003111#insight-6","date_modified":"2026-10-23"},{"text":"Public Financial Institutions (PFIs) such as PT SMI and PT IIF are used to de-risk projects; PT SMI has financed at least 10 renewable energy projects representing over 500 MW of capacity and USD 225 million in commitments.","ai_generated":true,"unit":"iisd-003111#insight-7","date_modified":"2026-10-23"},{"text":"The Indonesia Investment Authority (INA), launched in February 2021 with an initial capital commitment of IDR 77.8 trillion (USD 5.4 billion), aims to narrow the infrastructure financing gap and attract foreign investors.","ai_generated":true,"unit":"iisd-003111#insight-8","date_modified":"2026-10-23"},{"text":"International partnerships established at COP 26, such as the Energy Transition Mechanism (ETM) with the ADB, aim to retire at least 10 coal plants or 50% of coal assets in Indonesia over 10 to 15 years.","ai_generated":true,"unit":"iisd-003111#insight-9","date_modified":"2026-10-23"},{"text":"The document recommends that the government reform fossil-fuel subsidies and implement renewable energy auctions for large-scale projects to better capture market prices.","ai_generated":true,"unit":"iisd-003111#insight-10","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","energy transition","climate finance","climate bond","fossil fuel subsidy","geothermal energy","photovoltaics","wind power","hydropower","bioenergy","Net-zero emissions","public–private partnership","Coal phase-out","Blended Finance"],"geography_discussed":["United Arab Emirates","Singapore","Philippines","India","Vietnam"],"frame_perspective":[],"analysis_type":["policy analysis","investment assessment"]},{"id":"seforall-000083","url":"https://climateinsightsdirectory.org/document/seforall-000083","title":"Cooling for health services","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/health-services","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights the critical link between sustainable cooling and the achievement of SDG3 (good health and well-being), emphasizing that vaccine efficacy and patient care depend on reliable cold chains and temperature-controlled environments. It identifies significant gaps in cold chain equipment and electricity access in low- and middle-income countries, particularly in Sub-Saharan Africa and Gavi-eligible nations. The document advocates for a combination of passive design, nature-based solutions, and energy-efficient appliances, such as super-efficient refrigerators and solar direct drive technology, to ensure health service resilience in a warming world.","ai_generated":true,"unit":"seforall-000083#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sustainable cooling is essential for SDG3, as vaccines typically require storage between 2°C and 8°C, while ultra-cold chain (UCC) storage for some COVID-19 vaccines requires temperatures between -20°C and -70°C.","ai_generated":true,"unit":"seforall-000083#insight-1","date_modified":"2026-10-23"},{"text":"There are severe gaps in cold chain infrastructure in Gavi-eligible countries; a 2014 survey of 57 such countries found that up to 90% of health facilities lacked reliable cold chain equipment, and 20% had no equipment at all.","ai_generated":true,"unit":"seforall-000083#insight-2","date_modified":"2026-10-23"},{"text":"The RTS,S/AS01 malaria vaccine, which must be stored between 2°C and 8°C, is a critical tool for Sub-Saharan Africa, where malaria kills 260,000 children annually.","ai_generated":true,"unit":"seforall-000083#insight-3","date_modified":"2026-10-23"},{"text":"Electricity access is a primary barrier to health service cooling, with nearly 59% of over 121,000 health care facilities in 46 low- and middle-income countries lacking reliable electricity as of 2018.","ai_generated":true,"unit":"seforall-000083#insight-4","date_modified":"2026-10-23"},{"text":"Energy-efficient technology can significantly reduce power requirements; super-efficient refrigerators use only 10% of the power capacity required by conventional vaccine refrigerators.","ai_generated":true,"unit":"seforall-000083#insight-5","date_modified":"2026-10-23"},{"text":"In Bangladesh, UNICEF delivered over 350 UCC freezers to more than 45 countries, including 26 large freezers to Bangladesh, increasing its capacity by nearly 9 million vaccines.","ai_generated":true,"unit":"seforall-000083#insight-6","date_modified":"2026-10-23"},{"text":"Passive and nature-based solutions can reduce the need for mechanical cooling, as seen in the Friendship Hospital Shyamnagar in Bangladesh, which uses cross-ventilation and shading, and Changi General Hospital in Singapore, which uses a roof garden to save USD 800,000 in annual energy and water costs.","ai_generated":true,"unit":"seforall-000083#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","photovoltaics","passive cooling","nature-based solutions","heat stress"],"geography_discussed":["sub-Saharan Africa","Bangladesh","India","Gujarat","Singapore"],"frame_perspective":[],"analysis_type":["assessment","case study"]},{"id":"wmbco-000078","url":"https://climateinsightsdirectory.org/document/wmbco-000078","title":"Switch to renewables to come in from the cold","publisher":{"name":"We Mean Business Coalition","organization":"we-mean-business-coalition"},"document_type":"statement","language":"en","date_published":"2021-12-16","source_url":"https://www.wemeanbusinesscoalition.org/blog/switch-to-renewables-to-come-in-from-the-cold/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The We Mean Business Coalition asserts that the global energy system is vulnerable due to fossil fuel subsidies and unpredictable weather, as evidenced by Storm Arwen and European supply issues. It advocates for the immediate end of public coal financing, the removal of fossil fuel subsidies by 2025, and increased public investment in green infrastructure. The text highlights the role of corporate initiatives like RE100 and the First Movers Coalition in driving demand for renewables, while noting that countries such as China, Japan, and South Korea remain difficult geographies for sourcing renewable energy.","ai_generated":true,"unit":"wmbco-000078#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global energy system is characterized by instability and vulnerability, evidenced by the failure of numerous energy suppliers over the last three years and the impact of unpredictable weather events and geopolitical tensions.","ai_generated":true,"unit":"wmbco-000078#insight-1","date_modified":"2026-10-23"},{"text":"To achieve a robust and sustainable energy system, governments must immediately stop public coal financing and eliminate fossil fuel subsidies by 2025 at the latest.","ai_generated":true,"unit":"wmbco-000078#insight-2","date_modified":"2026-10-23"},{"text":"Public financing is essential to cover approximately 30% of clean energy investment, as the International Energy Agency (IEA) indicates that around 70% must come from private sources.","ai_generated":true,"unit":"wmbco-000078#insight-3","date_modified":"2026-10-23"},{"text":"Corporate efforts to reach 100% renewable energy goals are hindered by specific geographies; RE100 members identify Australia, mainland China, Indonesia, Japan, Singapore, South Korea, and Taiwan as among the ten most difficult locations for sourcing renewables.","ai_generated":true,"unit":"wmbco-000078#insight-4","date_modified":"2026-10-23"},{"text":"The $8.5 billion agreement reached at COP26 to support a just energy transition in South Africa serves as a model for how governments and businesses can transition away from coal while supporting the workforce.","ai_generated":true,"unit":"wmbco-000078#insight-5","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil fuel subsidy","energy storage","climate finance","just transition","decarbonization","Resilience (power system)"],"geography_discussed":["United Kingdom","Europe","South Africa","Australia","China","Indonesia","Japan","Singapore","South Korea","Taiwan"],"frame_perspective":[],"analysis_type":["policy recommendation","advocacy"]},{"id":"wwf-000667","url":"https://climateinsightsdirectory.org/document/wwf-000667","title":"FINAL REPORT Terminal Evaluation of the Project “Generating Responsible Demand for Reduced Deforestation Commodities”","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-12","source_url":"https://www.worldwildlife.org/documents/1026/6h4xyswssr_WWFGEF_TE_Final_Report_12_20_2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project achieved a 'Satisfactory' overall rating, successfully exceeding several output targets despite an ambitious design and challenges posed by the COVID-19 pandemic. Key achievements include the development of the Soy, Beef, and Palm Oil Toolkits, the expansion of the Trase transparency platform, and the launch of RSPO-labeled cooking oil in Indonesia. While the project was highly efficient in leveraging co-financing—reaching US$ 130,308,741 against an initial target of US$ 42,334,902—it faced difficulties in gender mainstreaming and encountered socio-political resistance in Brazil. The evaluation recommends deeper local context analysis during design and the formalization of exit strategies to ensure the sustainability of established platforms and tools.","ai_generated":true,"unit":"wwf-000667#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project is rated as 'Satisfactory' overall, with 'Highly Satisfactory' ratings for efficiency and the quality of implementation and execution. Most output targets were achieved or exceeded, though the initial design was considered very ambitious for the available resources.","ai_generated":true,"unit":"wwf-000667#insight-1","date_modified":"2026-10-23"},{"text":"Significant progress was made in the soy sector through the creation of the Soy Toolkit and the Trase online platform, which led some large corporations, such as Amaggi Agro and Cargill, to revise their sourcing and upgrade commitment action plans.","ai_generated":true,"unit":"wwf-000667#insight-2","date_modified":"2026-10-23"},{"text":"In the palm oil sector, the project developed investor benchmarking tools and launched the first RSPO-labeled cooking oil for domestic consumption in Indonesia on August 24, 2021, to shift consumer behavior.","ai_generated":true,"unit":"wwf-000667#insight-3","date_modified":"2026-10-23"},{"text":"For the beef sector, the project established a platform to develop sustainability guidelines and finalized a government-endorsed draft for the national interpretation of 'sustainable beef' in Paraguay.","ai_generated":true,"unit":"wwf-000667#insight-4","date_modified":"2026-10-23"},{"text":"The project was highly successful in attracting co-financing, securing a total of US$ 130,308,741, which significantly surpassed the initial target of US$ 42,334,902.","ai_generated":true,"unit":"wwf-000667#insight-5","date_modified":"2026-10-23"},{"text":"Gender integration was identified as a challenge because it was not integrated into the original project document (PRODOC). While a Gender Mainstreaming and Action Plan was introduced in February 2019, the topic was often perceived as a separate issue and indicators remained limited to quantifying participation.","ai_generated":true,"unit":"wwf-000667#insight-6","date_modified":"2026-10-23"},{"text":"The project faced significant socio-political risks in Brazil, where the government and associated rural sectors rejected some objectives, challenging effective implementation.","ai_generated":true,"unit":"wwf-000667#insight-7","date_modified":"2026-10-23"},{"text":"The Trase online platform grew to cover 60% of global trade in forest risk communities, providing open-access data on supply chain transparency and corporate linkages to deforestation.","ai_generated":true,"unit":"wwf-000667#insight-8","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic caused delays in activities, necessitating an 8-month project extension, although it prompted a shift toward more efficient virtual communication and engagement methods.","ai_generated":true,"unit":"wwf-000667#insight-9","date_modified":"2026-10-23"}],"climate_tags":["deforestation","sustainable agriculture","Global supply chain governance","climate finance","environmental, social and corporate governance","gender mainstreaming","biodiversity conservation"],"geography_discussed":["Brazil","Indonesia","Paraguay","Singapore","Sierra Leone","West Africa","Southeast Asia","Latin America"],"frame_perspective":[],"analysis_type":["terminal evaluation"]},{"id":"cliinstca-000250","url":"https://climateinsightsdirectory.org/document/cliinstca-000250","title":"Le tout est plus grand que la somme de ses parties","publisher":{"name":"Canadian Climate Institute","organization":"canadian-climate-institute"},"document_type":"report","language":"fr","date_published":"2021-11-26","source_url":"https://institutclimatique.ca/publications/le-tout-est-plus-grand-que-la-somme-de-ses-parties/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines 'whole-of-government' approaches to climate change, emphasizing the need for central leadership, clear mandates, and transparency to overcome ministerial silos. Through case studies of the UK, US, and British Columbia, it highlights that while such approaches can foster collaboration, they are often fragile and dependent on the political will of the head of government. The author recommends that Canada establish a dedicated Cabinet committee and a central coordination secretariat to integrate climate considerations across all public policies.","ai_generated":true,"unit":"cliinstca-000250#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 'whole-of-government' approach to climate change consists of two primary governance elements: structures, such as Cabinet committees or dedicated offices for coordination, and processes, which include rules, norms, or mandates that guide policy development across at least two ministries.","ai_generated":true,"unit":"cliinstca-000250#insight-1","date_modified":"2026-10-23"},{"text":"The success of interministerial climate initiatives depends heavily on sustained efforts from central leadership to direct priorities and provide adequate funding, clear mandates, and the necessary authority to effect change within ministries.","ai_generated":true,"unit":"cliinstca-000250#insight-2","date_modified":"2026-10-23"},{"text":"In the United Kingdom, the government established the Climate Action Strategy Committee and the Climate Action Plan Implementation Committee in 2019 and 2020 to coordinate cross-cutting issues, though the lack of transparency regarding their meetings makes it difficult to measure their actual policy influence.","ai_generated":true,"unit":"cliinstca-000250#insight-3","date_modified":"2026-10-23"},{"text":"British Columbia's experience demonstrates the fragility of whole-of-government structures; the Climate Change Secretariat was highly effective when positioned within the Premier's Office under Gordon Campbell but lost influence and visibility after being moved to the Ministry of Environment under a different administration.","ai_generated":true,"unit":"cliinstca-000250#insight-4","date_modified":"2026-10-23"},{"text":"The Biden administration in the United States has implemented a radical whole-of-government approach via executive orders, creating the National Climate Task Force and the White House Office of Climate Policy to ensure every federal entity integrates climate considerations into policy-making.","ai_generated":true,"unit":"cliinstca-000250#insight-5","date_modified":"2026-10-23"},{"text":"Independent external advisory bodies, such as the UK's Committee on Climate Change, enhance whole-of-government initiatives by providing independent analysis, setting long-term goals, and ensuring accountability that transcends ministerial silos.","ai_generated":true,"unit":"cliinstca-000250#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a risk where excessive interministerial coordination mechanisms can create an undue burden on ministries already managing heavy portfolios, necessitating a balance between climate priorities and general mandates.","ai_generated":true,"unit":"cliinstca-000250#insight-7","date_modified":"2026-10-23"},{"text":"To strengthen its own approach, the Canadian federal government is encouraged to create a Cabinet committee dedicated to climate change and net-zero, chaired by the Prime Minister, supported by a central coordination secretariat with increased human and financial resources.","ai_generated":true,"unit":"cliinstca-000250#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate governance","carbon price"],"geography_discussed":["United Kingdom","United States","British Columbia","Singapore","France","Denmark","Australia","New Zealand"],"frame_perspective":[],"analysis_type":["case study","policy analysis","comparative study"]},{"id":"cliinstca-000280","url":"https://climateinsightsdirectory.org/document/cliinstca-000280","title":"Greater Than the Sum of Its Parts","publisher":{"name":"Canadian Climate Institute","organization":"canadian-climate-institute"},"document_type":"policy brief","language":"en","date_published":"2021-11-22","source_url":"https://climateinstitute.ca/publications/greater-than-the-sum-of-its-parts/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for a 'whole-of-government' approach to climate change in Canada, defined as the use of governance structures (like cabinet committees) and processes (like mandate letters) to coordinate action across departmental silos. Through case studies of the UK, US, and British Columbia, it identifies that success depends on sustained executive leadership, adequate resources, and empowered personnel. It warns that such structures are fragile and can be easily dismantled by changes in government. For Canada, the brief recommends establishing a Prime Minister-chaired Cabinet Committee on Climate Change and Net Zero, supported by a high-level coordinating Secretariat in the Privy Council or Prime Minister's Office.","ai_generated":true,"unit":"cliinstca-000280#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A whole-of-government approach to climate change is composed of governance structures, such as cabinet committees and task forces, and processes, including rules or mandates that direct policymaking across at least two departments.","ai_generated":true,"unit":"cliinstca-000280#insight-1","date_modified":"2026-10-23"},{"text":"The success of whole-of-government climate initiatives is heavily dependent on sustained executive leadership to direct priorities and coordination, making these structures fragile and susceptible to being dismantled during government turnovers.","ai_generated":true,"unit":"cliinstca-000280#insight-2","date_modified":"2026-10-23"},{"text":"In the United Kingdom, the government established the Climate Action Strategy Committee and the Climate Action Implementation Committee in 2020 to coordinate cross-cutting climate issues, though a lack of transparency and accountability makes their actual efficacy difficult to measure.","ai_generated":true,"unit":"cliinstca-000280#insight-3","date_modified":"2026-10-23"},{"text":"British Columbia's experience demonstrates that the placement of coordinating bodies matters; the Climate Action Secretariat was most effective when located within the Premier’s Office, but lost influence after being moved to the Ministry of Environment.","ai_generated":true,"unit":"cliinstca-000280#insight-4","date_modified":"2026-10-23"},{"text":"The United States under the Biden administration has implemented a whole-of-government approach via the National Climate Task Force and the White House Office of Domestic Climate Policy, integrating climate goals into economic recovery through the American Jobs Plan.","ai_generated":true,"unit":"cliinstca-000280#insight-5","date_modified":"2026-10-23"},{"text":"Effective whole-of-government governance requires a balance between inter-departmental coordination and allowing individual departments to fulfill their specific mandates without being overburdened by additional mechanisms.","ai_generated":true,"unit":"cliinstca-000280#insight-6","date_modified":"2026-10-23"},{"text":"External advisory bodies, such as the UK's Climate Change Committee and Canada's Net-Zero Advisory Body, enhance accountability by providing independent analysis and public reports that benchmark government progress.","ai_generated":true,"unit":"cliinstca-000280#insight-7","date_modified":"2026-10-23"},{"text":"To strengthen its approach, the Canadian federal government should create a Prime Minister-chaired Cabinet Committee on Climate Change and Net Zero and a high-level coordinating Secretariat in the Privy Council or Prime Minister’s Office.","ai_generated":true,"unit":"cliinstca-000280#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate governance","carbon price","climate finance","climate change adaptation","greenhouse gas emissions reduction"],"geography_discussed":["United Kingdom","United States","British Columbia","Singapore","France","Australia","New Zealand","Denmark"],"frame_perspective":[],"analysis_type":["policy analysis","comparative case study"]},{"id":"newclim-000324","url":"https://climateinsightsdirectory.org/document/newclim-000324","title":"Climate Action Tracker Global Update: Glasgow’s 2030 Credibility Gap","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"briefing","language":"en","date_published":"2021-11-10","source_url":"http://www.newclimate.org/resources/publications/climate-action-tracker-global-update-glasgows-2030-credibility-gap-net-zeros","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Action Tracker identifies a 'credibility gap' where current policies lead to 2.7°C of warming, while even the fulfillment of all 2030 targets would result in 2.4°C. Despite 90% of global emissions being covered by net zero targets, only 6% are rated as 'acceptable', and no analyzed country has sufficient short-term policies to reach its net zero goal. The report highlights the continued expansion of coal and natural gas as primary drivers of this failure.","ai_generated":true,"unit":"newclim-000324#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant discrepancy between current policy outcomes and target-based projections: current policies put the world on track for 2.7°C of warming by 2100, whereas meeting all 2030 targets would still result in 2.4°C.","ai_generated":true,"unit":"newclim-000324#insight-1","date_modified":"2026-10-23"},{"text":"While approximately 90% of global emissions are covered by net zero targets, the quality of these commitments is low; only 6% of global emissions are covered by countries with an 'acceptable' net zero rating, and no analyzed country has the short-term policies necessary to achieve its target.","ai_generated":true,"unit":"newclim-000324#insight-2","date_modified":"2026-10-23"},{"text":"The continued reliance on and expansion of coal and natural gas are primary obstacles to the Paris Agreement goals. Coal must be phased out of the OECD power sector by 2030 and globally by 2040, yet pipelines remain active in China, India, Indonesia, and Viet Nam. Similarly, CO2 emissions from gas grew by 9% in the six years following the Paris Agreement.","ai_generated":true,"unit":"newclim-000324#insight-3","date_modified":"2026-10-23"},{"text":"Progress on Nationally Determined Contributions (NDCs) has been insufficient, with improvements over the last year reducing the 2030 emissions gap by only 15-17%. Some nations, including Australia, Indonesia, Russia, Singapore, Switzerland, Thailand, and Viet Nam, resubmitted targets identical to those from 2015, while Brazil and Mexico submitted less ambitious targets.","ai_generated":true,"unit":"newclim-000324#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate target","Nationally Determined Contributions","Coal phase-out","natural gas","methane emissions","climate finance","Paris Agreement"],"geography_discussed":["People's Republic of China","European Union","United States","Australia","Indonesia","Russia","Singapore","Switzerland","Thailand","Vietnam","Brazil","Mexico","Turkey","Kazakhstan","Iran","India","Japan","South Korea","Canada","Europe"],"frame_perspective":[],"analysis_type":["policy assessment","temperature projection"]}]}