{"query_echo":{"q":"","filters":{"geography":["South Korea"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'South Korea' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1198,"relation":"eq"},"page":26,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=South+Korea&page=26","next":"https://climateinsightsdirectory.org/api/v1/search?geography=South+Korea&page=27","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":"cmw-000308","url":"https://climateinsightsdirectory.org/document/cmw-000308","title":"COP26: Five reasons why carbon markets (Article 6) matter","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"guide","language":"en","date_published":"2021-10-28","source_url":"https://carbonmarketwatch.org/2021/10/28/cop26-five-reasons-why-carbon-markets-article-6-matter/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines five primary concerns regarding Article 6 of the Paris Agreement: the lack of buyer demand compared to sellers, the prevalence of unregulated private sector greenwashing, the oversupply of low-quality credits, the struggle to find high-integrity removal credits, and the risk of legacy credits from the Clean Development Mechanism (CDM) undermining new climate targets.","ai_generated":true,"unit":"cmw-000308#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Article 6 of the Paris Agreement allows countries to exchange emission reductions through \"cooperative approaches,\" enabling one country to pay for and count emission cuts achieved in another. Despite ongoing negotiations, some countries are already implementing these plans; Switzerland has partnerships with Peru, Ghana, Senegal, and Georgia, while Japan works with 17 partner countries and South Korea is in talks with Vietnam, Peru, Sri Lanka, and Myanmar.","ai_generated":true,"unit":"cmw-000308#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant imbalance in the UN-regulated carbon market, as approximately 120 countries have included carbon markets in their nationally determined contributions (NDCs)—representing about a third of global emissions—but there are very few potential buyer countries.","ai_generated":true,"unit":"cmw-000308#insight-2","date_modified":"2026-10-23"},{"text":"The voluntary carbon market is dominated by the private sector and is largely unregulated, which facilitates large-scale greenwashing. While many demand that Article 6 provide guidance for this sector, it is unlikely that these rules will directly apply to voluntary offsetting, although an agreement could send a political signal regarding acceptable practices.","ai_generated":true,"unit":"cmw-000308#insight-3","date_modified":"2026-10-23"},{"text":"Carbon markets suffer from a paradox of oversupply of low-quality credits and a scarcity of high-integrity credits. Both UN and voluntary markets have a surplus of low-quality credits, while companies seeking integrity struggle to find credits that correspond to real, accurately quantified CO2e reductions or quality emission removal credits.","ai_generated":true,"unit":"cmw-000308#insight-4","date_modified":"2026-10-23"},{"text":"A major point of contention in Article 6 negotiations is the treatment of legacy credits from the Kyoto protocol's Clean Development Mechanism (CDM). There is a risk that billions of old credits could enter the new market, which would undermine future climate targets and potentially increase overall greenhouse gas emissions.","ai_generated":true,"unit":"cmw-000308#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","Paris Agreement","Nationally Determined Contributions","carbon offset","greenwashing","clean development mechanism","Kyoto Protocol","climate finance"],"geography_discussed":["Switzerland","Peru","Ghana","Senegal","Georgia","Japan","South Korea","Vietnam","Sri Lanka","Myanmar"],"frame_perspective":[],"analysis_type":["policy analysis","regulatory assessment"]},{"id":"catf-000774","url":"https://climateinsightsdirectory.org/document/catf-000774","title":"Superhot Rock Geothermal","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://cdn.catf.us/wp-content/uploads/2021/09/21091759/CATF_SuperhotRockGeothermal_Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Superhot rock (SHR) geothermal energy, defined as heat energy mined at temperatures of 400°C or hotter, is presented as a high-energy-density resource capable of providing competitive, dispatchable, zero-carbon power worldwide. While current geothermal capacity is limited to 15 GW in volcanic or thin-crust regions, SHR could potentially be accessed anywhere through super-deep drilling. The report estimates that mature SHR electricity could be competitive at $20-35 per MWh, producing five to ten times the energy per well compared to conventional systems. Realizing this potential requires overcoming engineering challenges in drilling (reaching 7-15 km), reservoir creation, and well metallurgy. The proposed path forward involves moving three to five pilot demonstrations forward in the next five years, transitioning from shallow hot dry rock to deep continental resources, and leveraging the expertise of the unconventional oil and gas industry to accelerate commercialization within 10 to 15 years.","ai_generated":true,"unit":"catf-000774#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Superhot rock (SHR) geothermal systems, which operate at temperatures of 400°C or hotter, offer significantly higher energy density than conventional geothermal wells, potentially producing five to ten times the energy per well.","ai_generated":true,"unit":"catf-000774#insight-1","date_modified":"2026-10-23"},{"text":"Preliminary estimates suggest that once mature, the levelized cost of electricity (LCOE) for commercial-scale SHR could be competitive, ranging between $20 and $35 per megawatt-hour.","ai_generated":true,"unit":"catf-000774#insight-2","date_modified":"2026-10-23"},{"text":"Commercialization of SHR depends on solving specific engineering challenges rather than scientific breakthroughs, specifically in super-deep drilling (7-15 km), heat-resistant well materials, and aseismic reservoir development.","ai_generated":true,"unit":"catf-000774#insight-3","date_modified":"2026-10-23"},{"text":"The report proposes a three-phase commercialization pathway: starting with pilot power demonstrations in volcanic regions (3-7 km depth), moving to initial commercial deployment in hot crustal regions, and finally achieving widespread global deployment via energy drilling at depths of 10-20 km.","ai_generated":true,"unit":"catf-000774#insight-4","date_modified":"2026-10-23"},{"text":"To jumpstart the industry, the report recommends advancing three to five SHR power demonstrations in dry rock settings within the next five years, citing the Newberry project in Oregon as a primary candidate.","ai_generated":true,"unit":"catf-000774#insight-5","date_modified":"2026-10-23"},{"text":"The unconventional oil and gas industry's expertise in directional drilling and drilling mechanization is viewed as a critical 'pivot opportunity' to accelerate SHR deployment over the next 10-15 years.","ai_generated":true,"unit":"catf-000774#insight-6","date_modified":"2026-10-23"},{"text":"SHR has the potential to support the production of zero-carbon hydrogen and ammonia, which could help decarbonize industrial processes and mobility.","ai_generated":true,"unit":"catf-000774#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Levelized cost of energy"],"geography_discussed":["Iceland","Japan","Italy","New Zealand","Oregon","France","South Korea","Switzerland","Indonesia","Germany","Slovakia","People's Republic of China"],"frame_perspective":[],"analysis_type":["technical assessment","strategic roadmap","economic estimation"]},{"id":"gem-000193","url":"https://climateinsightsdirectory.org/document/gem-000193","title":"NORTH AMERICAN COAL PRODUCERS PLAN $4.8 BILLION USD ON 15 NEW MINES FOR STEEL EXPORT MARKETS","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"briefing","language":"en","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/Final_USCanada-met-mines-and-steel-Briefing-Oct-2021_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Coal producers in the US and Canada plan to invest $4.8 billion USD in 15 new metallurgical coal mines to produce 38 million tonnes annually for export, primarily to Asia Pacific markets. However, Global Energy Monitor argues these projects face high risks of economic and regulatory stranding. The global steel industry is under pressure to shift from coal-based blast furnace-basic oxygen furnace (BF-BOF) processes to lower-emissions alternatives like electric arc furnaces (EAF) and direct reduced iron (DRI) to meet net-zero targets. Major importers such as China, Japan, South Korea, and India have committed to carbon reduction, while domestic steel production in the US and Canada is already declining or transitioning away from coal. Furthermore, existing reserves in North America are sufficient to sustain current production levels until at least 2032, making new capacity largely unnecessary.","ai_generated":true,"unit":"gem-000193#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Coal producers in the United States and Canada are planning 15 new metallurgical coal mine projects with a total estimated capital expenditure of $4.8 billion USD. These projects aim to add 38 million tonnes of annual capacity, with 11 projects in Canada (28 mtpa) and 4 in the United States (10 mtpa), all expected to be operational by 2027.","ai_generated":true,"unit":"gem-000193#insight-1","date_modified":"2026-10-23"},{"text":"The proposed capacity increase is unlikely to be absorbed by the primary target markets in the Asia Pacific region. In 2020, the US and Canada exported only 34 million tonnes to China, South Korea, Japan, and India; for these markets to absorb the new 38 million tonnes of capacity, demand would need to increase by 112%.","ai_generated":true,"unit":"gem-000193#insight-2","date_modified":"2026-10-23"},{"text":"New mine construction is deemed unnecessary because existing metallurgical coal reserves in the US and Canada can maintain current production levels until at least 2032, with an additional 4.5 billion tonnes of resources available for upgrade.","ai_generated":true,"unit":"gem-000193#insight-3","date_modified":"2026-10-23"},{"text":"Global decarbonization targets and the shift toward 'green steel' threaten the long-term demand for metallurgical coal. The IEA's net zero by 2050 scenario suggests nearly phasing out metallurgical coal use by 2050, requiring a transition from BF-BOF processes to electric steelmaking and direct reduced iron (DRI) production.","ai_generated":true,"unit":"gem-000193#insight-4","date_modified":"2026-10-23"},{"text":"Major international importers of North American metallurgical coal have established carbon reduction commitments. China aims for carbon neutrality by 2060 and is planning to switch to electric steelmaking; Japan and South Korea have mid-century net-zero targets; and India has committed to reducing emissions intensities by 33-35% by 2030.","ai_generated":true,"unit":"gem-000193#insight-5","date_modified":"2026-10-23"},{"text":"Domestic demand for metallurgical coal in the US and Canada is shrinking. In the US, EAF crude steel capacity is expected to grow from 69.4 mtpa to nearly 80 mtpa by 2023. In Canada, the federal government is providing funding to replace coal-based operations, including $400 million CAD for ArcelorMittal Dofasco to transition to a DRI plant and EAF capacity.","ai_generated":true,"unit":"gem-000193#insight-6","date_modified":"2026-10-23"}],"climate_tags":["iron and steel industry","decarbonization","carbon neutrality","stranded asset","Green steel","Paris Agreement"],"geography_discussed":["People's Republic of China","Japan","South Korea","India","Appalachia","British Columbia","Alberta","Alabama","West Virginia","Pennsylvania"],"frame_perspective":[],"analysis_type":["economic risk assessment","policy analysis"]},{"id":"gem-000204","url":"https://climateinsightsdirectory.org/document/gem-000204","title":"กับดักที่พึงระวังจากโครงการก๊าซในเอเชีย","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"th","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM-Asia-Gas-Report-October-2021_Thai_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses the proliferation of gas power plants, pipelines, and LNG terminals across East, South, and Southeast Asia. It contends that these investments, totaling $380 billion, risk becoming stranded assets as renewable energy costs plummet and climate targets necessitate a rapid shift away from fossil fuels. The report highlights the significant carbon budget impact of these projects and the continued role of public finance in supporting gas expansion despite net-zero pledges.","ai_generated":true,"unit":"gem-000204#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total lifecycle emissions from proposed Asian gas infrastructure could reach 117 gigatonnes of CO2-equivalent (Gt CO2-eq), which is approximately one-quarter of the global carbon budget required to maintain a 50% chance of limiting warming to 1.5°C.","ai_generated":true,"unit":"gem-000204#insight-1","date_modified":"2026-10-23"},{"text":"Public financial institutions continue to support gas projects in Asia; between 2014 and 2018, $22.4 billion in public funding was provided, with the Export-Import Bank of China, Japan Bank for International Cooperation (JBIC), and the Asian Development Bank (ADB) as the primary contributors.","ai_generated":true,"unit":"gem-000204#insight-2","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","gas-fired power station","renewable energy","solar energy","wind power","carbon budget","methane emissions","stranded asset","climate finance","Net-zero emissions","Paris Agreement"],"geography_discussed":["People's Republic of China","Indonesia","Thailand","Japan","South Korea","Bangladesh","Pakistan","Philippines","Myanmar","Taiwan","Europe","Russia","United States"],"frame_perspective":[],"analysis_type":["infrastructure assessment","economic risk analysis","emissions modeling"]},{"id":"gem-000205","url":"https://climateinsightsdirectory.org/document/gem-000205","title":"Asia’s Gas Lock-In","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"vi","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM-Asia-Gas-Report-October-2021_Vietnamese_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the planned expansion of gas infrastructure in Asia, including power plants, pipelines, and LNG terminals, totaling $379 billion. It argues that this expansion risks locking in high greenhouse gas emissions, potentially consuming a quarter of the global carbon budget for a 1.5°C limit. The document highlights that falling costs of renewable energy and high price volatility of LNG make these gas investments economically risky and likely to become stranded assets. It further criticizes the continued support of public financial institutions for gas projects and advocates for a transition to clean energy portfolios.","ai_generated":true,"unit":"gem-000205#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Asia has planned gas infrastructure investments totaling $379 billion, comprising $189 billion for gas-fired power plants, $54 billion for pipelines, and $136 billion for LNG import/export terminals.","ai_generated":true,"unit":"gem-000205#insight-1","date_modified":"2026-10-23"},{"text":"The proposed expansion of gas-fired power plants in Asia totals 320 GW, which would nearly double the region's existing gas power capacity and increase global gas power capacity by one-fifth.","ai_generated":true,"unit":"gem-000205#insight-2","date_modified":"2026-10-23"},{"text":"Asia is the primary driver of the global LNG market, with new LNG import terminal capacity of 452 million tonnes per year, representing 70% of the world's developing capacity.","ai_generated":true,"unit":"gem-000205#insight-3","date_modified":"2026-10-23"},{"text":"The full operation of proposed LNG terminals and pipelines in Asia could release 117 giga tonnes of CO2 equivalent (Gt CO2-eq) over their lifespan, which is approximately one-quarter of the global carbon budget required to limit warming to 1.5°C.","ai_generated":true,"unit":"gem-000205#insight-4","date_modified":"2026-10-23"},{"text":"Gas infrastructure investments face significant economic risks of becoming stranded assets due to the rapidly declining costs of renewable energy and the volatility of LNG prices.","ai_generated":true,"unit":"gem-000205#insight-5","date_modified":"2026-10-23"},{"text":"Public financial institutions have provided substantial funding for Asian gas projects, with $22.4 billion provided between 2014 and 2018, led by the Export-Import Bank of China, the Japan Bank for International Cooperation (JBIC), and the Asian Development Bank (ADB).","ai_generated":true,"unit":"gem-000205#insight-6","date_modified":"2026-10-23"},{"text":"Renewable energy is presented as a more cost-effective and reliable alternative to gas, with utility-scale solar being the cheapest power source in China and India.","ai_generated":true,"unit":"gem-000205#insight-7","date_modified":"2026-10-23"},{"text":"China is the largest planned investor in gas infrastructure in the region, with $131 billion in planned investments.","ai_generated":true,"unit":"gem-000205#insight-8","date_modified":"2026-10-23"},{"text":"Vietnam has significant proposed investments in gas infrastructure, though less than 1% of these planned investments have reached the construction phase.","ai_generated":true,"unit":"gem-000205#insight-9","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","gas-fired power station","carbon budget","methane emissions","stranded asset","renewable energy","climate finance","Net-zero emissions","energy transition","solar energy","wind power","energy storage"],"geography_discussed":["People's Republic of China","Vietnam","India","Indonesia","Thailand","Japan","South Korea","Bangladesh","Pakistan","Philippines","Myanmar","United States","Europe","Russia"],"frame_perspective":[],"analysis_type":["infrastructure assessment","economic risk analysis","emissions modeling","financial tracking"]},{"id":"gem-000225","url":"https://climateinsightsdirectory.org/document/gem-000225","title":"2021 Asia’s Gas Lock-In","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_AsiaGas2021_FINAL_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes plans for US$379 billion in new gas infrastructure across Asia, including 320 GW of power plants and 452 mtpa of LNG import capacity. It argues that this expansion would consume a quarter of the global carbon budget for a 1.5°C limit and warns that these assets may become economically unviable due to the falling cost of renewables and LNG price volatility. The author calls for a redirection of public finance away from gas to align with net-zero goals.","ai_generated":true,"unit":"gem-000225#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Asia has plans to develop US$379 billion in new gas infrastructure, comprising US$189 billion for gas-fired power plants, US$54 billion for pipelines, and US$136 billion for LNG import and export terminals.","ai_generated":true,"unit":"gem-000225#insight-1","date_modified":"2026-10-23"},{"text":"The proposed 320 GW of new gas-fired power plants in Asia would nearly double the region's gas power capacity and increase global gas-fired power capacity by one-fifth.","ai_generated":true,"unit":"gem-000225#insight-2","date_modified":"2026-10-23"},{"text":"Asia is the primary driver of global LNG expansion, with plans for 452 mtpa of new import terminal capacity, representing 70% of the global capacity currently in development.","ai_generated":true,"unit":"gem-000225#insight-3","date_modified":"2026-10-23"},{"text":"If operated at full capacity, the proposed gas pipelines and LNG terminals in Asia could produce 117 gigatonnes of CO2 equivalent over their lifespans, which is 25% of the carbon budget required to maintain a 50% chance of limiting warming to 1.5°C.","ai_generated":true,"unit":"gem-000225#insight-4","date_modified":"2026-10-23"},{"text":"New gas infrastructure faces significant economic risks of becoming stranded assets due to the rapid decline in renewable energy costs and the volatility of global LNG spot prices.","ai_generated":true,"unit":"gem-000225#insight-5","date_modified":"2026-10-23"},{"text":"Public finance institutions provided US$22.4 billion for gas projects in Asia between 2014 and 2018, with the Export-Import Bank of China, Japan Bank for International Cooperation, and Asian Development Bank being the top financiers.","ai_generated":true,"unit":"gem-000225#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gas-fired power station","liquefied natural gas","stranded asset","carbon budget","methane emissions","renewable energy","photovoltaics","wind power","climate finance","Net-zero emissions","energy transition","energy security"],"geography_discussed":["People's Republic of China","Vietnam","India","Indonesia","Thailand","Japan","South Korea","United States","Bangladesh","Pakistan"],"frame_perspective":[],"analysis_type":["infrastructure assessment","economic risk analysis","emissions modeling","finance tracking"]},{"id":"gem-000226","url":"https://climateinsightsdirectory.org/document/gem-000226","title":"এশিয়ার গ্যাস লক-ইন","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"bn","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_AsiaGas2021_r8_Bengali_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the planned $379 billion expansion of gas infrastructure in Asia threatens the global goal of limiting warming to 1.5°C and risks creating stranded assets. It highlights that the region is planning 320 GW of new gas-fired power and 452 mtpa of LNG import capacity, which could emit up to 117 Gt CO2-eq over their lifespans. The document contends that renewable energy is now a more cost-effective and reliable alternative, and calls for the redirection of public finance away from gas to support net-zero goals.","ai_generated":true,"unit":"gem-000226#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The region is developing 320 GW of gas-fired power capacity, which would nearly double Asia's gas-based electricity generation and increase global gas-fired capacity by one-fifth.","ai_generated":true,"unit":"gem-000226#insight-1","date_modified":"2026-10-23"},{"text":"Asia is the primary focus for the global LNG industry, with plans for 452 mtpa of new import capacity, representing 70% of the world's developing capacity.","ai_generated":true,"unit":"gem-000226#insight-2","date_modified":"2026-10-23"},{"text":"The planned LNG terminals and pipelines in Asia could emit 117 Gt CO2-eq over their lifespans, which is approximately one-quarter of the global carbon budget required to limit warming to 1.5°C.","ai_generated":true,"unit":"gem-000226#insight-3","date_modified":"2026-10-23"},{"text":"Public financial institutions provided 22.4 billion USD for gas projects in Asia between 2014 and 2018, led by the Export-Import Bank of China, Japan Bank for International Cooperation, and the Asian Development Bank.","ai_generated":true,"unit":"gem-000226#insight-4","date_modified":"2026-10-23"},{"text":"Renewable energy is presented as a more cost-effective alternative to gas, with solar PV and wind power already being the cheapest sources of electricity in China and India.","ai_generated":true,"unit":"gem-000226#insight-5","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","gas-fired power station","methane emissions","carbon budget","stranded asset","renewable energy","photovoltaics","wind power","climate finance","Net-zero emissions","energy transition","Paris Agreement"],"geography_discussed":["People's Republic of China","India","Vietnam","Indonesia","Bangladesh","South Korea","Pakistan","Thailand","United States"],"frame_perspective":[],"analysis_type":["infrastructure assessment","financial analysis","emissions modeling"]},{"id":"gem-000227","url":"https://climateinsightsdirectory.org/document/gem-000227","title":"Penguncian Gas di Asia","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"id","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_AsiaGas2021_r8_Indonesian_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a massive planned expansion of gas infrastructure in Asia, including 320 GW of power plants and 452 mtpa of LNG import capacity, valued at 379 billion USD. It argues these investments risk becoming stranded assets as renewable energy costs plummet and climate targets necessitate a rapid decline in fossil fuel use. The document highlights that the projected emissions from this infrastructure could consume 25% of the remaining global carbon budget for 1.5°C. It further criticizes the continued role of public financial institutions in funding these projects, suggesting a shift toward clean energy portfolios as a more secure and sustainable alternative.","ai_generated":true,"unit":"gem-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Asia is planning a massive expansion of gas infrastructure valued at 379 billion USD, comprising 189 billion USD for gas-fired power plants, 54 billion USD for pipelines, and 136 billion USD for LNG terminals.","ai_generated":true,"unit":"gem-000227#insight-1","date_modified":"2026-10-23"},{"text":"The proposed 320 GW of new gas-fired power plants in Asia would nearly double the region's gas power capacity and increase global gas power capacity by 20%, a scale equivalent to the entire gas fleet in Europe and Russia.","ai_generated":true,"unit":"gem-000227#insight-2","date_modified":"2026-10-23"},{"text":"Asia's planned LNG import capacity expansion of 452 mtpa represents 70% of the global capacity under development and is sufficient to absorb the entire global LNG trade as of 2020.","ai_generated":true,"unit":"gem-000227#insight-3","date_modified":"2026-10-23"},{"text":"The full operation of planned LNG terminals and pipelines in Asia could release 117 Gt CO2-eq over their lifetime, which is approximately one-quarter of the global carbon budget required to maintain a 50% chance of limiting warming to 1.5°C.","ai_generated":true,"unit":"gem-000227#insight-4","date_modified":"2026-10-23"},{"text":"Gas infrastructure investments face high financial risk of becoming stranded assets due to the rapid decline in renewable energy costs—over 90% since 2009—and the volatility of global LNG prices.","ai_generated":true,"unit":"gem-000227#insight-5","date_modified":"2026-10-23"},{"text":"Public financial institutions continue to support gas expansion in Asia; between 2014 and 2018, 22.4 billion USD in public funding was provided for Asian gas projects, led by the Export-Import Bank of China, JBIC, and the Asian Development Bank.","ai_generated":true,"unit":"gem-000227#insight-6","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","gas-fired power station","stranded asset","carbon budget","methane emissions","renewable energy","photovoltaics","wind power","climate finance","carbon neutrality","energy transition"],"geography_discussed":["People's Republic of China","Vietnam","India","Indonesia","Thailand","Japan","South Korea","United States","Bangladesh","Pakistan","Philippines"],"frame_perspective":[],"analysis_type":["infrastructure assessment","financial risk analysis","emissions modeling"]},{"id":"gem-000229","url":"https://climateinsightsdirectory.org/document/gem-000229","title":"아시아 지역의 가스 개발 확대에 따른 락인 효과","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"ko","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_AsiaGas2021_r8_Korean_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the expansion of gas power plants, pipelines, and LNG terminals across East, South, and Southeast Asia, totaling $379 billion in planned investments. It argues that this expansion is incompatible with the 1.5°C climate goal, as the resulting emissions could consume 25% of the global carbon budget. The document highlights the economic risk of these projects becoming stranded assets due to the falling cost of renewable energy and the volatility of LNG prices. It concludes that clean energy portfolios, combining renewables with storage and demand management, are more cost-effective and secure alternatives to gas.","ai_generated":true,"unit":"gem-000229#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Asia is planning $379 billion in new gas infrastructure, comprising $1,890 billion for gas-fired power plants, $54 billion for pipelines, and $136 billion for LNG import and export terminals. These investments risk becoming stranded assets as the global economy transitions to clean energy.","ai_generated":true,"unit":"gem-000229#insight-1","date_modified":"2026-10-23"},{"text":"The scale of gas power expansion in Asia is immense, with 320 GW of capacity under development. This would nearly double the region's gas power capacity and increase global gas power capacity by approximately 20%, matching the combined total of all gas power plants in Europe and Russia.","ai_generated":true,"unit":"gem-000229#insight-2","date_modified":"2026-10-23"},{"text":"Asia is the primary driver of global LNG infrastructure growth, with planned new import terminal capacity of 452 Mtpa, representing 70% of all such facilities under development worldwide. This capacity is sufficient to handle more than the total global LNG trade of 2020.","ai_generated":true,"unit":"gem-000229#insight-3","date_modified":"2026-10-23"},{"text":"The full operation of planned LNG terminals and pipelines in Asia could result in 117 Gt CO2-eq emissions over their lifetime, which represents 25% of the global carbon budget required to limit warming to 1.5°C. If 20-year methane emission estimates are used, this figure rises to 144 Gt CO2-eq, or about one-third of the carbon budget.","ai_generated":true,"unit":"gem-000229#insight-4","date_modified":"2026-10-23"},{"text":"Renewable energy, particularly when combined with storage and demand management, is now a more cost-effective and reliable alternative to gas. In China and India, utility-scale solar PV is the cheapest source of electricity.","ai_generated":true,"unit":"gem-000229#insight-5","date_modified":"2026-10-23"},{"text":"Public financial institutions continue to support gas expansion in Asia. Between 2014 and 2018, $22.4 billion in public funds were invested in gas projects, led by the Export-Import Bank of China, the Japan Bank for International Cooperation (JBIC), and the Asian Development Bank (ADB).","ai_generated":true,"unit":"gem-000229#insight-6","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","gas-fired power station","methane emissions","carbon budget","stranded asset","renewable energy","photovoltaics","wind power","energy storage","climate finance","Net-zero emissions","energy transition","energy security"],"geography_discussed":["People's Republic of China","Vietnam","India","Indonesia","Thailand","Bangladesh","South Korea","Japan","Philippines","Pakistan","United States","Europe","Russia"],"frame_perspective":[],"analysis_type":["infrastructure assessment","economic risk analysis","emissions modeling","financial tracking"]},{"id":"gem-000230","url":"https://climateinsightsdirectory.org/document/gem-000230","title":"Lock-in ng Gas sa Asya","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"tl","date_published":"2021-10","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_AsiaGas2021_r8_Tagalog-1_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a massive planned expansion of gas infrastructure in Asia, totaling US$379 billion, which includes 320 GW of power plants, 63,000 km of pipelines, and 452 mtpa of LNG import capacity. It argues that this expansion would consume approximately one-quarter of the global carbon budget required to limit warming to 1.5°C and warns that these projects are economically risky compared to cheaper renewable alternatives. The document highlights the role of public financing from institutions like the Export-Import Bank of China and the Asian Development Bank in sustaining this growth, while urging a shift toward clean energy portfolios.","ai_generated":true,"unit":"gem-000230#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Asia has plans to invest US$379 billion in new gas infrastructure, comprising US$189 billion for gas-fired power plants, US$54 billion for pipelines, and US$136 billion for LNG import and export terminals.","ai_generated":true,"unit":"gem-000230#insight-1","date_modified":"2026-10-23"},{"text":"The proposed 320 GW of gas-fired power plants in Asia would nearly double the region's gas energy capacity and increase global gas power capacity by one-fifth.","ai_generated":true,"unit":"gem-000230#insight-2","date_modified":"2026-10-23"},{"text":"Asia is the primary driver of the global LNG industry's expansion, with plans for 452 mtpa of new import terminal capacity, representing 70% of the global capacity currently under development.","ai_generated":true,"unit":"gem-000230#insight-3","date_modified":"2026-10-23"},{"text":"The total lifecycle emissions from the proposed gas pipelines and terminals in Asia are estimated at 117 Gt CO2-eq, which is one-quarter of the global carbon budget needed to maintain a 50% chance of limiting warming to 1.5°C.","ai_generated":true,"unit":"gem-000230#insight-4","date_modified":"2026-10-23"},{"text":"China leads planned gas investments in the region with US$131 billion, followed by significant proposed investments in Vietnam, Indonesia, India, Thailand, and Bangladesh.","ai_generated":true,"unit":"gem-000230#insight-5","date_modified":"2026-10-23"},{"text":"Gas infrastructure is increasingly viewed as a financial risk due to the rapid decline in renewable energy costs, which have dropped by over 90% since 2009, potentially turning these projects into stranded assets.","ai_generated":true,"unit":"gem-000230#insight-6","date_modified":"2026-10-23"},{"text":"Public financial institutions provided US$22.4 billion for gas projects in Asia between 2014 and 2018, with the Export-Import Bank of China, Japan Bank for International Cooperation (JBIC), and Asian Development Bank (ADB) as the top funders.","ai_generated":true,"unit":"gem-000230#insight-7","date_modified":"2026-10-23"},{"text":"Renewable energy is presented as a more viable alternative for Asia, as countries like China, India, Vietnam, and Thailand possess solar and wind resources 10 to 100 times greater than their total energy needs.","ai_generated":true,"unit":"gem-000230#insight-8","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","gas-fired power station","carbon budget","methane emissions","stranded asset","renewable energy","photovoltaics","wind power","climate finance","Net-zero emissions","Paris Agreement"],"geography_discussed":["People's Republic of China","Vietnam","Indonesia","India","Thailand","Bangladesh","South Korea","Philippines","Japan","Myanmar","Taiwan","Pakistan","United States","Europe","Russia"],"frame_perspective":[],"analysis_type":["infrastructure assessment","economic risk analysis","emissions modeling"]},{"id":"glorespar-000153","url":"https://climateinsightsdirectory.org/document/glorespar-000153","title":"BLUE ACCELERATION: AN OCEAN OF RISKS AND OPPORTUNITIES","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/01/orraa-blue-acceleration.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report describes the 'Blue Acceleration,' a phenomenal increase in the diversity and scale of ocean-based industries since 2000. It argues that while the ocean is viewed as an economic frontier, the benefits flow disproportionately to a small number of powerful states and corporations, leaving SIDS and LDCs exposed to risks. The document details the environmental and social impacts of sectors like offshore wind, deep-sea mining, and industrial fishing, while highlighting the emergence of interconnected 'Anthropocene risks' including climate-driven regime shifts and stranded assets. It concludes by exploring the role of sustainable finance in redirecting the ocean economy toward equity and stewardship.","ai_generated":true,"unit":"glorespar-000153#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Blue Acceleration' is characterized by an unprecedented expansion of ocean use since 2000, including a five hundred-fold increase in offshore wind energy capacity and the registration of over 13,000 marine genetic sequences in patents.","ai_generated":true,"unit":"glorespar-000153#insight-1","date_modified":"2026-10-23"},{"text":"Economic benefits from the ocean economy are highly concentrated; the 'Ocean 100'—the 100 largest corporations by revenue—account for 60% of total revenues (USD 1.1 trillion), with more than half of these revenues ending up in seven countries: USA, Saudi Arabia, China, Norway, France, UK, and South Korea.","ai_generated":true,"unit":"glorespar-000153#insight-2","date_modified":"2026-10-23"},{"text":"SIDS and LDCs experience a striking lack of acceleration in high-tech ocean sectors; for example, none of these states have installed offshore wind capacity, and they account for only 0.09% of global aquaculture production.","ai_generated":true,"unit":"glorespar-000153#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies 'stranded ocean assets' and 'stranded ocean resources' as significant risks, where investments lose value or resources become unexploitable due to legislation, market forces, or environmental shocks. SIDS and LDCs are particularly vulnerable as 'latecomers' who may receive obsolete technologies.","ai_generated":true,"unit":"glorespar-000153#insight-4","date_modified":"2026-10-23"},{"text":"Ocean risks are multidimensional and interconnected, involving biophysical, social, geopolitical, and financial dimensions. The report warns that 'regime shifts'—abrupt, persistent changes in ecosystem structure—are rarely accounted for in current ocean use optimization.","ai_generated":true,"unit":"glorespar-000153#insight-5","date_modified":"2026-10-23"},{"text":"Climate change is creating new geopolitical tensions and economic vulnerabilities, such as the poleward shift of fish populations and the opening of Arctic shipping routes as sea ice retreats.","ai_generated":true,"unit":"glorespar-000153#insight-6","date_modified":"2026-10-23"},{"text":"Sustainable ocean finance is currently severely underfunded; SDG 14 ('Life Below Water') is the least financed goal, receiving less than 1% of the total value of the ocean economy through philanthropy and official development assistance over the last 10 years.","ai_generated":true,"unit":"glorespar-000153#insight-7","date_modified":"2026-10-23"},{"text":"Financial institutions can act as 'gatekeepers' to drive sustainability by using sustainability-linked loans, where interest rates are tied to non-financial performance indicators, such as greenhouse gas emission reductions.","ai_generated":true,"unit":"glorespar-000153#insight-8","date_modified":"2026-10-23"}],"climate_tags":["offshore wind power","aquaculture","ocean acidification","marine heatwave","sea level rise","climate finance","blue economy","stranded asset"],"geography_discussed":["United States","People's Republic of China","Norway","France","United Kingdom","South Korea","Saudi Arabia","Singapore","Nauru","Angola","Guyana","Dominica","Bangladesh","Seychelles"],"frame_perspective":[],"analysis_type":["systemic risk assessment","equity analysis","economic trend analysis"]},{"id":"greenca-000215","url":"https://climateinsightsdirectory.org/document/greenca-000215","title":"Piloting Resilience in Trade Promotion","publisher":{"name":"GreenCape","organization":"greencape"},"document_type":"case study","language":"en","date_published":"2021-10","source_url":"https://greencape.co.za/assets/Piloting-Resilience-in-Trade-Promotion.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the impact of Covid-19 on green SMME exporters in the Western Cape and evaluates how Wesgro adapted its trade promotion services. Key findings highlight that while travel restrictions severely hindered traditional matchmaking, the shift to virtual training, hybrid trade missions, and digital marketing increased accessibility for smaller firms. The report argues that these digital tools can reduce the environmental impact of business travel and help exporters adapt to emerging green economy demands and climate-related trade barriers, particularly in the EU market.","ai_generated":true,"unit":"greenca-000215#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Covid-19 pandemic caused significant disruptions to Western Cape exports, particularly through the grounding of passenger flights which reduced air cargo capacity since \"almost all air cargo is belly cargo\" in Cape Town.","ai_generated":true,"unit":"greenca-000215#insight-1","date_modified":"2026-10-23"},{"text":"Despite the pandemic, Western Cape exports grew by 7.4 percent in 2020 to R136.8bn, with Europe (including the UK) becoming the largest export region for the first time in ten years, totaling R47.1bn.","ai_generated":true,"unit":"greenca-000215#insight-2","date_modified":"2026-10-23"},{"text":"A survey of green SMME exporters revealed that 86% identified the inability to participate in international events or trade missions as their greatest challenge.","ai_generated":true,"unit":"greenca-000215#insight-3","date_modified":"2026-10-23"},{"text":"Green SMMEs found digital interventions most effective; 57% cited digital marketing and communication channels as the most useful response, followed by educational webinars at 41%.","ai_generated":true,"unit":"greenca-000215#insight-4","date_modified":"2026-10-23"},{"text":"Trade barriers to the EU vary by sector: 100% of agriculture, food production, and forestry respondents cited \"target market access and costs of public sector administrative documentation and certification\" as the greatest barrier.","ai_generated":true,"unit":"greenca-000215#insight-5","date_modified":"2026-10-23"},{"text":"Wesgro increased the reach of its exporter training by shifting from a one-week in-person program to virtual courses, training 148 companies across 7 online courses between April 2020 and March 2021.","ai_generated":true,"unit":"greenca-000215#insight-6","date_modified":"2026-10-23"},{"text":"To maintain business matchmaking during lockdowns, Wesgro piloted virtual and hybrid missions, including a virtual wine mission to South Korea and the first virtual mission in Africa to Botswana in May 2020.","ai_generated":true,"unit":"greenca-000215#insight-7","date_modified":"2026-10-23"},{"text":"Wesgro is developing a 'Cape Trade Portal' to serve as a permanent online matchmaking platform and resource center, reducing the need for costly and environmentally damaging travel for SMMEs.","ai_generated":true,"unit":"greenca-000215#insight-8","date_modified":"2026-10-23"},{"text":"The Atlantis Greentech Special Economic Zone (SEZ) is the only one of its kind in Africa and is projected to attract US$3.7 billion in investments over the next 20 years.","ai_generated":true,"unit":"greenca-000215#insight-9","date_modified":"2026-10-23"},{"text":"Wesgro intends to launch a \"Buy Western Cape\" campaign to promote the region as a quality origin for products and services, incorporating stories of biodiversity conservation and sustainable agriculture.","ai_generated":true,"unit":"greenca-000215#insight-10","date_modified":"2026-10-23"}],"climate_tags":["green economy","sustainable agriculture","clean energy","energy efficiency","waste management"],"geography_discussed":["European Union","Botswana","South Korea","Guinea"],"frame_perspective":[],"analysis_type":["case study","survey analysis"]},{"id":"gclifun-005714","url":"https://climateinsightsdirectory.org/document/gclifun-005714","title":"Independent evaluation of the adaptation portfolio and approach of the Green Climate Fund","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2021-09-29","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b30-13.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The evaluation finds that while the GCF is uniquely positioned to finance large-scale, high-risk adaptation projects, it has not yet fully utilized this potential. The adaptation portfolio is dominated by small-scale grant projects implemented by international accredited entities, with significant delays in project approval and legal arrangements. Private sector engagement remains extremely low, and the Fund lacks a specific strategy for adaptation impact measurement and innovation. Key recommendations include diversifying financial instruments, streamlining the business model for direct access entities, and establishing a clear private sector strategy for adaptation.","ai_generated":true,"unit":"gclifun-005714#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GCF avoids a formal definition of adaptation, which provides flexibility for developing countries to define it within their own contexts but results in a lack of precision for stakeholders and challenges in measuring results.","ai_generated":true,"unit":"gclifun-005714#insight-1","date_modified":"2026-10-23"},{"text":"The GCF is uniquely positioned to finance large-scale projects with a high-risk appetite, yet it lacks a clearly defined specific approach for adaptation programming.","ai_generated":true,"unit":"gclifun-005714#insight-2","date_modified":"2026-10-23"},{"text":"Readiness and Preparatory Support Programme (RPSP) grants for adaptation planning have reached 57 countries (58 grants) totaling USD 139 million, but coverage is low: only 37% of eligible countries, 33% of vulnerable countries, and 18% of Small Island Developing States (SIDS) are covered.","ai_generated":true,"unit":"gclifun-005714#insight-3","date_modified":"2026-10-23"},{"text":"Private sector engagement in adaptation is minimal; only two pure adaptation projects are managed through the Private Sector Facility (PSF), representing 1.6% of total adaptation finance and 0.6% of all GCF finance.","ai_generated":true,"unit":"gclifun-005714#insight-4","date_modified":"2026-10-23"},{"text":"Private sector co-financing is low, averaging approximately 18 cents for every 1 USD invested by the GCF, constrained by both external market factors and internal GCF business model issues.","ai_generated":true,"unit":"gclifun-005714#insight-5","date_modified":"2026-10-23"},{"text":"The adaptation portfolio consists primarily of small projects; only 4 out of 67 funded adaptation proposals are classified as programmes, and only one is a large-scale project.","ai_generated":true,"unit":"gclifun-005714#insight-6","date_modified":"2026-10-23"},{"text":"Adaptation projects face significant delays compared to mitigation projects, taking over two years on average to reach a legal agreement. National Direct Access Entities (DAEs) face the longest delays, averaging 475 days for legal negotiations compared to 208 days for mitigation.","ai_generated":true,"unit":"gclifun-005714#insight-7","date_modified":"2026-10-23"},{"text":"Project delays and a 40% withdrawal rate for registered Concept Notes (CNs) are driven by data scarcity, complex execution structures, and a lack of clear guidance on 'climate rationale'.","ai_generated":true,"unit":"gclifun-005714#insight-8","date_modified":"2026-10-23"},{"text":"International Accredited Entities (IAEs) dominate the adaptation portfolio, receiving 87% of committed finance, while Regional DAEs are the most underrepresented.","ai_generated":true,"unit":"gclifun-005714#insight-9","date_modified":"2026-10-23"},{"text":"Pure adaptation projects are almost entirely funded by grants (96%), limiting the use of other instruments like equity or guarantees that could increase co-finance ratios.","ai_generated":true,"unit":"gclifun-005714#insight-10","date_modified":"2026-10-23"},{"text":"While 67% of adaptation finance targets the most vulnerable and least ready countries, 59 countries still receive no GCF adaptation finance.","ai_generated":true,"unit":"gclifun-005714#insight-11","date_modified":"2026-10-23"},{"text":"Impact measurement is hindered by a reliance on the 'number of beneficiaries' indicator, which is prone to double counting and sometimes exceeds a country's total population.","ai_generated":true,"unit":"gclifun-005714#insight-12","date_modified":"2026-10-23"},{"text":"The GCF lacks a systematic approach to assess the depth of adaptation impacts, and the 'Most Vulnerable People and Communities' result area is too broad to facilitate learning.","ai_generated":true,"unit":"gclifun-005714#insight-13","date_modified":"2026-10-23"},{"text":"There is a gap between the GCF's stated risk appetite, which encourages innovation, and its revealed risk appetite, which is perceived as risk-averse and demanding.","ai_generated":true,"unit":"gclifun-005714#insight-14","date_modified":"2026-10-23"},{"text":"Adaptation innovation is most needed in 'software' (organizational, behavioural, and procedural) rather than 'hardware' (technological), yet the GCF lacks a systematic definition of innovation in its review process.","ai_generated":true,"unit":"gclifun-005714#insight-15","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","national adaptation plan","Private sector engagement","Blended Finance","Direct Access","vulnerability assessment","ecosystem-based adaptation"],"geography_discussed":["The Gambia","Uganda","Tajikistan","Guatemala","Morocco","Namibia","Kenya","South Korea"],"frame_perspective":[],"analysis_type":["portfolio evaluation","institutional assessment","impact analysis"]},{"id":"clibonds-000004","url":"https://climateinsightsdirectory.org/document/clibonds-000004","title":"Carbon Pricing for Climate Action: New Countdown to COP Policy Briefing","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"briefing","language":"en","date_published":"2021-09-23","source_url":"https://www.climatebonds.net/news-events/blog/carbon-pricing-climate-action-new-countdown-cop-policy-briefing","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the EU's Carbon Border Adjustment Mechanism (CBAM) as a shift in climate policy toward trade and economic levers. It highlights the growth of carbon pricing globally, including the EU ETS and China's national ETS, and suggests that COP26 should be used to establish a 'green window' for preferential treatment of green goods and a mechanism to allocate CBAM revenues to vulnerable countries to ensure a just transition.","ai_generated":true,"unit":"clibonds-000004#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU's Carbon Border Adjustment Mechanism (CBAM) shifts climate policy from science and technology into the realm of trade and economic policy by applying carbon prices to imports of electricity generation, aluminium, fertiliser, cement, iron, and steel to prevent carbon leakage.","ai_generated":true,"unit":"clibonds-000004#insight-1","date_modified":"2026-10-23"},{"text":"Global carbon pricing is expanding, with the World Bank reporting 64 instruments covering over 20% of global greenhouse gas emissions and generating USD53 billion in revenue as of May 2021.","ai_generated":true,"unit":"clibonds-000004#insight-2","date_modified":"2026-10-23"},{"text":"China launched a national Emissions Trading Scheme (ETS) on July 16, 2021, initially limited to coal power but expected to expand and become the world's largest scheme.","ai_generated":true,"unit":"clibonds-000004#insight-3","date_modified":"2026-10-23"},{"text":"The Inevitable Policy Response (IPR) forecasts a tiered global carbon pricing system by 2030, with developed economies led by the EU reaching backstop signal prices of USD60-85, while emerging and developing nations occupy lower bands.","ai_generated":true,"unit":"clibonds-000004#insight-4","date_modified":"2026-10-23"},{"text":"To maximize the effectiveness of carbon pricing, the author proposes a 'green window' of preferential treatment for green goods and services—such as zero tariffs on zero-carbon products—and the allocation of CBAM revenues to help vulnerable countries decarbonize.","ai_generated":true,"unit":"clibonds-000004#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon price","Carbon Border Adjustment Mechanism","emission trading","carbon tax","sustainable finance","trade policy","carbon leakage","just transition","Green steel"],"geography_discussed":["People's Republic of China","United States","South Korea","Canada","Hainan"],"frame_perspective":[],"analysis_type":["policy analysis","forecasting"]},{"id":"costratri-000249","url":"https://climateinsightsdirectory.org/document/costratri-000249","title":"Key U.S. Initiatives for Addressing Biological Threats","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"briefing","language":"en","date_published":"2021-09-06","source_url":"https://councilonstrategicrisks.org/wp-content/uploads/2021/08/Key-U.S.-Initiatives-for-Addressing-Biological-Threats-Part-5_The-Future-Industrial-Base-for-Rapid-Medical-Countermeasure_BRIEFER-25_2021_09_06.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing analyzes Operation Warp Speed (OWS) to provide recommendations for strengthening the U.S. industrial base for medical countermeasures. It advocates for an 'ecosystem approach' that integrates platform technologies like mRNA, supports small innovative biotech companies, and maintains Advanced Development and Manufacturing (ADM) facilities. The authors propose establishing annual exercise programs to reduce development timelines and improving public-private partnerships to ensure the U.S. can design and approve vaccines within 100 days of detecting a pandemic threat.","ai_generated":true,"unit":"costratri-000249#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Operation Warp Speed (OWS) successfully developed and deployed COVID-19 vaccines within 11 months of researchers receiving the SARS-CoV-2 genetic sequence. This was achieved by selecting candidates with different immunological mechanisms, conducting animal studies and clinical trials in parallel, and initiating large-scale manufacturing during trials supported by government purchase orders.","ai_generated":true,"unit":"costratri-000249#insight-1","date_modified":"2026-10-23"},{"text":"The U.S. government has set ambitious targets to design, test, and approve safe vaccines within 100 days of detecting a pandemic threat, and to manufacture enough doses for the world within 200 days.","ai_generated":true,"unit":"costratri-000249#insight-2","date_modified":"2026-10-23"},{"text":"A sustainable medical countermeasure ecosystem requires the continued support of Advanced Development and Manufacturing (ADM) facilities, the use of multipurpose biofoundries in dispersed cities, and the maintenance of assets in academic labs, National Labs, and nonprofits.","ai_generated":true,"unit":"costratri-000249#insight-3","date_modified":"2026-10-23"},{"text":"Small and innovative companies face significant hurdles in contributing to federal efforts due to the complexity of government contracts and the inadequacy of Small Business Innovation Research (SBIR) grants, which are often too small or arrive too late.","ai_generated":true,"unit":"costratri-000249#insight-4","date_modified":"2026-10-23"},{"text":"The U.S. should implement an annual exercise program to practice countermeasure development and production, with the goal of halving the time OWS took to produce vaccines.","ai_generated":true,"unit":"costratri-000249#insight-5","date_modified":"2026-10-23"},{"text":"U.S. research and vaccine development sites have been targeted by cyber actors and collectors associated with the People's Republic of China and Russian Intelligence Services.","ai_generated":true,"unit":"costratri-000249#insight-6","date_modified":"2026-10-23"}],"climate_tags":["biobased economy","public–private partnership"],"geography_discussed":["South Korea","People's Republic of China","Russia","United Kingdom","Canada"],"frame_perspective":[],"analysis_type":["policy recommendation","case study"]},{"id":"clibonds-001006","url":"https://climateinsightsdirectory.org/document/clibonds-001006","title":"Green Bond Pricing in the Primary Market: January - June 2021","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://www.climatebonds.net/files/documents/publications/Green-Bond-Pricing-in-the-Primary-Market-H1-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 75 green bonds totaling USD 75.9bn issued in H1 2021, finding that green bonds generally achieved higher book cover and greater spread compression than vanilla equivalents. It highlights a significant increase in allocations to green investors, reaching 66%, and provides evidence of a 'greenium' for 26 out of 33 non-sovereign bonds. Additionally, the report examines sovereign green bond issuance and concludes that green labels can enhance secondary market liquidity, particularly in the EUR utility sector.","ai_generated":true,"unit":"clibonds-001006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the first half of 2021, green bonds generally outperformed vanilla equivalents in the primary market, attracting larger book cover and experiencing more significant spread compression on average for both EUR and USD denominations.","ai_generated":true,"unit":"clibonds-001006#insight-1","date_modified":"2026-10-23"},{"text":"The proportion of green bond allocations to investors with green or responsible investment mandates rose by 18% to reach 66% in H1 2021, the highest level recorded by the publisher.","ai_generated":true,"unit":"clibonds-001006#insight-2","date_modified":"2026-10-23"},{"text":"Among non-sovereign green bonds where yield curves could be constructed, 79% priced on or inside their yield curve, with 26 out of 33 bonds exhibiting a 'greenium' or pricing on the curve.","ai_generated":true,"unit":"clibonds-001006#insight-3","date_modified":"2026-10-23"},{"text":"Green bonds showed strong performance in the immediate secondary market; after 28 days, 57% tightened more than comparable vanilla baskets and 70% tightened more than their corresponding indices.","ai_generated":true,"unit":"clibonds-001006#insight-4","date_modified":"2026-10-23"},{"text":"Sovereign green bond issuance expanded in H1 2021, with four issuers adding six new bonds totaling USD 18.9bn; three of these sovereign issuers with yield curves achieved a greenium.","ai_generated":true,"unit":"clibonds-001006#insight-5","date_modified":"2026-10-23"},{"text":"An analysis of EUR utility bonds issued in 2019 and observed in 2020 indicates that the green label provided enhanced secondary market liquidity, characterized by more frequent trading and narrower bid/offer spreads.","ai_generated":true,"unit":"clibonds-001006#insight-6","date_modified":"2026-10-23"},{"text":"Green bond ETFs grew in H1 2021, with total fund assets reaching EUR 1bn (USD 1.2bn) by the end of June, supported by the launch of two new funds.","ai_generated":true,"unit":"clibonds-001006#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate bond","climate finance"],"geography_discussed":["European Union","France","Germany","Indonesia","Hong Kong","South Korea","Canada"],"frame_perspective":[],"analysis_type":["market analysis","pricing study","comparative analysis"]},{"id":"climstra-000245","url":"https://climateinsightsdirectory.org/document/climstra-000245","title":"РОССИЙСКИЙ УГОЛЬНЫЙ СЕКТОР В НИЗКОУГЛЕРОДНОМ МИРЕ: Перспективы отказа от угля","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"ru","date_published":"2021-09","source_url":"https://climatestrategies.org/wp-content/uploads/2021/10/CS_Final-Report-Russian-Coal-Russian_DEF.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Russian coal sector provides a low economic contribution to the national GDP but maintains high social and political significance, particularly in regions like Kuzbass. Despite this, the sector is heavily reliant on indirect state subsidies and faces a deteriorating infrastructure, with the average age of coal power plants reaching 53 years. The report highlights a disconnect between the Russian government's expectations of export growth and the reality of decarbonization trends in key markets such as the EU, China, and India. It argues that Russia lacks an official decarbonization scenario and that conservative views currently dominate policy, ignoring the risks of stranded assets and the impact of the EU's Carbon Border Adjustment Mechanism (CBAM). The authors propose a 'just transition' framework consisting of social programs for workers, regional economic diversification, and the introduction of an internal carbon price.","ai_generated":true,"unit":"climstra-000245#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The coal sector's contribution to the Russian economy is minimal compared to its environmental impact; in 2020, its share of GDP was estimated at 1%, while in 2018, coal mining and combustion accounted for 21.6% of domestic greenhouse gas emissions.","ai_generated":true,"unit":"climstra-000245#insight-1","date_modified":"2026-10-23"},{"text":"Russian coal infrastructure is severely aged, with the average age of coal power plants exceeding 25 MW being 53 years, which far exceeds the typical 35-year design life of steam turbines.","ai_generated":true,"unit":"climstra-000245#insight-2","date_modified":"2026-10-23"},{"text":"The sector is sustained by significant indirect federal subsidies, including tax exemptions in the Far East and cross-subsidized railway tariffs where other industrial goods pay higher rates to cover coal transport losses, totaling approximately 200 billion rubles annually.","ai_generated":true,"unit":"climstra-000245#insight-3","date_modified":"2026-10-23"},{"text":"There is a stark contrast between the Russian government's goal to increase coal production to 485-668 million tons by 2035 and the actual trend of declining demand in major importing regions like the EU and Southeast Asia.","ai_generated":true,"unit":"climstra-000245#insight-4","date_modified":"2026-10-23"},{"text":"Russia lacks an official national decarbonization scenario, and current climate policy is dominated by conservative views that resist carbon pricing and internal emissions trading systems.","ai_generated":true,"unit":"climstra-000245#insight-5","date_modified":"2026-10-23"},{"text":"The EU's Carbon Border Adjustment Mechanism (CBAM) is expected to reduce the competitiveness of Russian carbon-intensive exports, including steel, aluminum, and electricity, by taxing greenhouse gas emissions at the border.","ai_generated":true,"unit":"climstra-000245#insight-6","date_modified":"2026-10-23"},{"text":"Coal mining has led to severe public health crises in the Kuzbass region, where the mortality rate for the working-age population was 46% higher than the national average in 2018, sparking over 50 protests since 2015.","ai_generated":true,"unit":"climstra-000245#insight-7","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","energy transition","greenhouse gas emissions","carbon price","Carbon Border Adjustment Mechanism","renewable energy","just transition","stranded asset","carbon capture and storage","energy efficiency","climate finance","fossil-fuel divestment"],"geography_discussed":["European Union","People's Republic of China","India","South Korea","Japan","Turkey","Vietnam","Malaysia","Australia"],"frame_perspective":[],"analysis_type":["policy assessment","socio-economic analysis","environmental impact assessment"]},{"id":"climstra-000422","url":"https://climateinsightsdirectory.org/document/climstra-000422","title":"The Russian coal sector in a low-carbon world: Prospects for a Coal Transition?","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://climatestrategies.org/wp-content/uploads/2021/10/Russian-coal-sector-prospects-for-coal-transition_Nov21.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Russian coal sector provides a negligible contribution to the national GDP but remains politically significant due to regional employment and historical stability concerns. While the Russian government continues to anticipate growth in coal exports, particularly to Asia, the report argues that this is unrealistic given the global low-carbon transition, the obsolescence of Russia's coal-fired power fleet, and the increasing competitiveness of renewable energy. The document highlights that the sector is heavily reliant on indirect government subsidies, such as reduced rail tariffs. It proposes a three-part just transition framework consisting of social re-employment programmes, regional economic diversification (especially in the Kuzbass region), and the implementation of a domestic carbon price to internalize environmental costs.","ai_generated":true,"unit":"climstra-000422#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The coal sector's contribution to the Russian economy is minimal compared to its climate impact; in 2020, its share of GDP was estimated at 1%, while coal mining and combustion accounted for 21.6% of domestic greenhouse gas emissions in 2018.","ai_generated":true,"unit":"climstra-000422#insight-1","date_modified":"2026-10-23"},{"text":"Russia's coal-fired power infrastructure is largely obsolete, with an average age of 53 years for plants exceeding 25 MW, far surpassing the typical 35-year design life of steam turbines.","ai_generated":true,"unit":"climstra-000422#insight-2","date_modified":"2026-10-23"},{"text":"The Russian coal industry is sustained by significant indirect federal subsidies, including tax incentives and rail transport cross-subsidies where coal miners underpay approximately 200 billion rubles annually relative to average network tariffs.","ai_generated":true,"unit":"climstra-000422#insight-3","date_modified":"2026-10-23"},{"text":"Russian political leadership maintains a conservative view that coal exports will grow for another 10–20 years, despite evidence that major importers in the EU, South Korea, and China have set carbon neutrality targets.","ai_generated":true,"unit":"climstra-000422#insight-4","date_modified":"2026-10-23"},{"text":"International demand for Russian coal is declining as Southeast Asian countries downgrade their coal plans; for example, Vietnam is shifting toward renewable energy and LNG to reduce coal reliance.","ai_generated":true,"unit":"climstra-000422#insight-5","date_modified":"2026-10-23"},{"text":"The EU's Carbon Border Adjustment Mechanism (CBAM) is expected to reduce the competitiveness of Russian carbon-intensive exports, such as iron, steel, and aluminium, by charging for their GHG emissions.","ai_generated":true,"unit":"climstra-000422#insight-6","date_modified":"2026-10-23"},{"text":"Divestment from coal is limiting the sector's access to international credit, with several foreign companies, such as Fortum and Enel Russia, selling their Russian coal assets to meet climate commitments.","ai_generated":true,"unit":"climstra-000422#insight-7","date_modified":"2026-10-23"},{"text":"Coal mining in the Kuzbass region has led to severe public health issues, with a working-age mortality rate 46% higher than the Russian average in 2018, triggering over 50 local protests since 2015.","ai_generated":true,"unit":"climstra-000422#insight-8","date_modified":"2026-10-23"},{"text":"A just transition for Russia's coal regions requires three core elements: social programmes for redundant labour, regional economic diversification (e.g., tourism, agriculture, and RES), and a domestic carbon price.","ai_generated":true,"unit":"climstra-000422#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","carbon price","just transition","greenhouse gas emissions","Carbon Border Adjustment Mechanism","fossil-fuel divestment","carbon capture and storage","economic diversity","energy efficiency"],"geography_discussed":["European Union","People's Republic of China","India","Vietnam","South Korea","Japan","Turkey","Australia"],"frame_perspective":[],"analysis_type":["policy assessment","socio-economic analysis","strategic forecasting"]},{"id":"clipolin-001084","url":"https://climateinsightsdirectory.org/document/clipolin-001084","title":"COAL POWER FINANCE IN HIGH-IMPACT COUNTRIES","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"briefing","language":"en","date_published":"2021-09","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2021/09/EF2021_CoalFinance_20210915_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes coal finance in 18 high-impact countries (HICs) with significant electricity access gaps. It finds that while global coal investment is declining, finance persists in HICs, largely driven by Chinese state-owned institutions and a few South Asian nations. The report argues that coal is misaligned with Sustainable Development Goal 7 (SDG7) due to long development timelines and high infrastructure costs, contrasting this with the efficiency of distributed renewable energy. It highlights the risk of stranded assets in Bangladesh and Pakistan and the operational hurdles facing coal in Africa, concluding that a shift toward renewables and finance-based carbon accounting is necessary to achieve net-zero goals.","ai_generated":true,"unit":"clipolin-001084#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2013 and 2019, financial institutions based in China provided 40 percent of the total USD 42 billion in finance committed to coal-fired power plants in the 18 analyzed high-impact countries (HICs).","ai_generated":true,"unit":"clipolin-001084#insight-1","date_modified":"2026-10-23"},{"text":"India is the primary driver of coal capacity expansion among HICs, hosting 87 percent of the total coal generation pipeline currently under active development.","ai_generated":true,"unit":"clipolin-001084#insight-2","date_modified":"2026-10-23"},{"text":"International public finance has been the dominant source of funding for new coal plants in HICs since 2013, whereas nearly 60 percent of finance for new renewable power plants in the same period came from domestic private investors.","ai_generated":true,"unit":"clipolin-001084#insight-3","date_modified":"2026-10-23"},{"text":"Coal-fired power is deemed incompatible with the 2030 target for universal electricity access (SDG7) because of the long development timelines for thermal generators and their required infrastructure.","ai_generated":true,"unit":"clipolin-001084#insight-4","date_modified":"2026-10-23"},{"text":"In Bangladesh and Pakistan, newly commissioned coal plants are underutilized due to infrastructure constraints and lower-than-expected demand, leading to significant 'capacity payments' to plant owners.","ai_generated":true,"unit":"clipolin-001084#insight-5","date_modified":"2026-10-23"},{"text":"Coal development in Sub-Saharan African HICs faces a high failure rate; of 20 GW of planned coal projects, 18.1 GW have been shelved or cancelled.","ai_generated":true,"unit":"clipolin-001084#insight-6","date_modified":"2026-10-23"},{"text":"China has exported outdated subcritical coal technology to HICs to monetize surplus capacity and provide jobs for domestic workers, despite using more efficient supercritical designs within its own borders.","ai_generated":true,"unit":"clipolin-001084#insight-7","date_modified":"2026-10-23"},{"text":"Many global commercial banks maintain a contradiction between their public net-zero commitments and their business practices, continuing to fund coal through corporate finance for project sponsors.","ai_generated":true,"unit":"clipolin-001084#insight-8","date_modified":"2026-10-23"},{"text":"The Lamu coal project in Kenya serves as a case study for the risks of coal investment, where a project with backing from the Kenyan government, Chinese banks, and the AfDB eventually collapsed due to community opposition, environmental reviews, and financial withdrawals.","ai_generated":true,"unit":"clipolin-001084#insight-9","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","climate finance","renewable energy","stranded asset","energy access","carbon accounting","energy transition"],"geography_discussed":["Bangladesh","India","Pakistan","Angola","Burkina Faso","Chad","Democratic Republic of the Congo","Ethiopia","Kenya","Madagascar","Malawi","Mozambique","Niger","Nigeria","South Sudan","Sudan","Uganda","Tanzania","People's Republic of China","Japan","South Korea","United States"],"frame_perspective":[],"analysis_type":["financial analysis","policy review","risk assessment"]},{"id":"newclim-000314","url":"https://climateinsightsdirectory.org/document/newclim-000314","title":"Global update","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"briefing","language":"en","date_published":"2021-09","source_url":"https://climateactiontracker.org/documents/871/CAT_2021-09_Briefing_GlobalUpdate.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The September 2021 Global Update by the Climate Action Tracker (CAT) finds that global climate action continues to lag behind the requirements for limiting warming to 1.5°C. While some countries have updated their NDCs, the 2030 emissions gap remains significant, estimated at 20 to 23 GtCO2e. The report introduces a new rating system that integrates targets, policies, and climate finance, revealing that only The Gambia is overall 1.5°C Paris Agreement compatible. Most net zero targets are rated as poor or incomplete, and developed countries are failing to provide sufficient international climate finance or implement policies that align with their fair share of global mitigation efforts.","ai_generated":true,"unit":"newclim-000314#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Updated Nationally Determined Contributions (NDCs) submitted in 2020–2021 have only marginally reduced the 2030 emissions gap for 1.5°C by approximately 2.6–3.9 GtCO2e, or 11–14%, leaving a remaining gap of 20 to 23 GtCO2e.","ai_generated":true,"unit":"newclim-000314#insight-1","date_modified":"2026-10-23"},{"text":"Under the new CAT rating system, which evaluates targets, policies, and finance, only The Gambia is rated as overall 1.5°C Paris Agreement compatible. The UK is the only developed country rated better than 'Insufficient', scoring as 'Almost sufficient'.","ai_generated":true,"unit":"newclim-000314#insight-2","date_modified":"2026-10-23"},{"text":"The majority of national net zero targets are lacking in scope, architecture, and transparency. Only Chile, Costa Rica, and the European Union have targets considered 'acceptable'.","ai_generated":true,"unit":"newclim-000314#insight-3","date_modified":"2026-10-23"},{"text":"Developed countries are generally failing to meet their 'fair share' of global mitigation efforts and are not providing sufficient international climate finance to support developing nations.","ai_generated":true,"unit":"newclim-000314#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical lack of progress in phasing out fossil fuels, with China building 75% of the world's new coal-fired power plants in 2020 and India maintaining the second largest coal plant pipeline globally.","ai_generated":true,"unit":"newclim-000314#insight-5","date_modified":"2026-10-23"},{"text":"Several governments have failed to increase their climate ambition since 2015, either resubmitting the same targets or introducing changes that do not meaningfully increase mitigation efforts. These include Australia, Brazil, Indonesia, Mexico, New Zealand, Russia, Singapore, Switzerland, and Viet Nam.","ai_generated":true,"unit":"newclim-000314#insight-6","date_modified":"2026-10-23"},{"text":"If all 131 announced or considered net zero targets were fully implemented, global warming by 2100 could be limited to 2.0°C, which is still above the 1.5°C goal.","ai_generated":true,"unit":"newclim-000314#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate target","climate finance","coal power","natural gas","green hydrogen","electric vehicle","Paris Agreement","carbon dioxide removal"],"geography_discussed":["The Gambia","United Kingdom","European Union","People's Republic of China","India","United States","Australia","Brazil","Mexico","Russia","Vietnam","Indonesia","New Zealand","Singapore","Switzerland","Chile","Costa Rica","Germany","Japan","South Korea","Canada","Norway","Saudi Arabia","Iran","Thailand"],"frame_perspective":[],"analysis_type":["policy assessment","target tracking","rating system"]}]}