{"query_echo":{"q":"","filters":{"geography":["Southeast Asia"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Southeast Asia' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":404,"relation":"eq"},"page":12,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Southeast+Asia&page=12","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Southeast+Asia&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":"sei-001035","url":"https://climateinsightsdirectory.org/document/sei-001035","title":"Improving WHO urban air pollutant database","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-04-25","source_url":"https://www.sei.org/publications/improving-who-urban-air-pollutant-database/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper evaluates the 2018 WHO global ambient air quality database, which contains PM10 and PM2.5 data for thousands of cities worldwide. It identifies challenges in comparing air pollution across different income levels and warns that the database has been used to draw inaccurate conclusions.","ai_generated":true,"unit":"sei-001035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2018 WHO global ambient air quality database contains PM10 monitoring data for 3,570 cities across 97 countries and PM2.5 data for 2,628 cities in 81 countries, utilizing measurements and estimates from public monitoring systems.","ai_generated":true,"unit":"sei-001035#insight-1","date_modified":"2026-10-23"},{"text":"Urban particulate matter pollution levels are relatively low in high-income countries in Oceania, the Americas, the Western Pacific, and Western Europe, while high levels persist in low- and middle-income countries in Latin America, Southeast Asia, and Africa, where staffing and funding shortages hinder pollution reduction.","ai_generated":true,"unit":"sei-001035#insight-2","date_modified":"2026-10-23"},{"text":"The database has been used by the media, organizations, and politicians to reach misleading and inaccurate conclusions when making comparisons between cities, a problem that also occurred with the 2016 version.","ai_generated":true,"unit":"sei-001035#insight-3","date_modified":"2026-10-23"}],"climate_tags":["air pollution","particulates","public health"],"geography_discussed":["Western Europe","Americas","Western Pacific","Oceania","Africa","Southeast Asia","Latin America"],"frame_perspective":[],"analysis_type":["database evaluation"]},{"id":"gem-000252","url":"https://climateinsightsdirectory.org/document/gem-000252","title":"RISIKO INVESTASI BATU BARA LUAR NEGERI KOREA SELATAN MENINGKAT Karena Pemberi Pinjaman Menghindari Batu Bara dan COVID-19 Menyebabkan Keterlambatan konstruksi, Institusi pendanaan milik negara Korea Selatan berpotensi menghadapi Asset Terbengkalai senilai hampir $6 Miliar","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"briefing","language":"id","date_published":"2020-04","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/SKRisks-Bahasa_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"South Korean state-owned financial institutions have invested US$5.6 billion in overseas coal-fired power plants since 2013, primarily in Vietnam and Indonesia. These investments face significant risks of becoming stranded assets as renewable energy costs drop and private lenders withdraw from coal. The document notes that new coal plants in Southeast Asia may operate for less than five years before becoming economically unviable. Additionally, the COVID-19 pandemic has disrupted construction schedules and reduced electricity demand. These trends conflict with the South Korean Democratic Party's Green New Deal, which calls for phasing out public coal funding. Specific high-risk projects include the Jawa 9 and 10 plants in Indonesia, for which US$232.5 million in funding is under consideration.","ai_generated":true,"unit":"gem-000252#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Korean state-owned financial institutions, including the Export-Import Bank of Korea, Korea Trade Insurance, Korean Development Bank, and KEPCO, have invested US$5.6 billion in overseas coal-fired power plants since 2013.","ai_generated":true,"unit":"gem-000252#insight-1","date_modified":"2026-10-23"},{"text":"The primary recipients of South Korean public coal funding are Vietnam (US$4.3 billion) and Indonesia (US$1.2 billion), with Chile receiving US$100 million.","ai_generated":true,"unit":"gem-000252#insight-2","date_modified":"2026-10-23"},{"text":"Coal plants in Southeast Asia face a high risk of becoming stranded assets because solar and wind power are projected to be cheaper to build than operating existing coal plants by 2028.","ai_generated":true,"unit":"gem-000252#insight-3","date_modified":"2026-10-23"},{"text":"The South Korean Democratic Party's Green New Deal manifesto calls for the gradual elimination of state support for coal power both domestically and abroad, which contradicts proposed loans of US$232 million for the Jawa 9 and 10 projects in Indonesia.","ai_generated":true,"unit":"gem-000252#insight-4","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic has increased economic pressure on coal by reducing electricity demand and causing construction delays at 15 documented locations.","ai_generated":true,"unit":"gem-000252#insight-5","date_modified":"2026-10-23"},{"text":"In Vietnam, the government reduced its 2030 coal target from 75,000 MW to 55,000 MW due to public pressure and the growth of renewables, with solar capacity reaching 5,500 MW in 2019.","ai_generated":true,"unit":"gem-000252#insight-6","date_modified":"2026-10-23"},{"text":"In Indonesia, pre-construction planning for coal projects fell by 47% from mid-2016 to 2019, and President Joko Widodo has signaled an intent to move away from coal dependency.","ai_generated":true,"unit":"gem-000252#insight-7","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","stranded asset","renewable energy","solar energy","wind power","climate finance","Green New Deal","energy transition","public finance"],"geography_discussed":["Vietnam","Indonesia","Chile","South Africa","United States","Southeast Asia"],"frame_perspective":[],"analysis_type":["financial risk assessment","policy analysis"]},{"id":"gem-000254","url":"https://climateinsightsdirectory.org/document/gem-000254","title":"브리핑: 2020 년 4 월 한국의 해외 석탄 투자 위험이 커지다","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"briefing","language":"ko","date_published":"2020-04","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/SKRisks-Korean-R5_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"South Korean public financial institutions face up to $6 billion in stranded asset risks due to investments in overseas coal power plants, particularly in Indonesia and Vietnam. This trend contradicts the South Korean government's 'Green New Deal' policy to phase out public funding for coal. The economic viability of coal is declining as solar and wind power costs drop, and the COVID-19 pandemic has further disrupted construction schedules and reduced electricity demand. Specific high-risk projects include the Jawa 9 and 10 plants in Indonesia and the Bung Ang 2 plant in Vietnam. Meanwhile, private financial institutions and several Southeast Asian nations are increasingly transitioning away from coal toward renewables.","ai_generated":true,"unit":"gem-000254#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Korean public financial institutions have invested $5.6 billion in overseas coal-fired power plants that are either under construction or operational, with significant exposure in Vietnam ($4.3 billion), Indonesia ($1.2 billion), and Chile ($100 million).","ai_generated":true,"unit":"gem-000254#insight-1","date_modified":"2026-10-23"},{"text":"The South Korean government's 'Green New Deal' policy, announced in March 2020 by the Democratic Party of Korea, aims to phase out public funding for both domestic and overseas coal, which directly conflicts with ongoing funding efforts for the Jawa 9 and 10 plants in Indonesia.","ai_generated":true,"unit":"gem-000254#insight-2","date_modified":"2026-10-23"},{"text":"Economic modeling suggests that by 2028, installing new solar and onshore wind capacity in Southeast Asia will be cheaper than operating existing coal plants, meaning coal plants starting construction in 2020 may have an operational life of less than five years.","ai_generated":true,"unit":"gem-000254#insight-3","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic has exacerbated the financial instability of coal projects by lowering electricity demand and causing construction delays; Global Energy Monitor identified 15 coal plants negatively impacted by the pandemic.","ai_generated":true,"unit":"gem-000254#insight-4","date_modified":"2026-10-23"},{"text":"In Indonesia, South Korean public financial institutions (KDB, Korea Eximbank) are considering participating in $2.3 billion of financing for the 2,000 MW Jawa 9 and 10 projects, with South Korean loan portions potentially reaching $1.55 billion.","ai_generated":true,"unit":"gem-000254#insight-5","date_modified":"2026-10-23"},{"text":"Vietnam is rapidly transitioning to renewables, with solar capacity growing from 134 MW in 2018 to an estimated 5,500 MW in 2019, and a target of 6,000 MW of offshore wind by 2030.","ai_generated":true,"unit":"gem-000254#insight-6","date_modified":"2026-10-23"},{"text":"The financial crisis of Doosan Heavy Industries, which received 1 trillion won in emergency funding from KDB and Korea Eximbank in March 2020, is attributed to its heavy reliance on coal power equipment (70-80% of revenue) rather than just the pandemic.","ai_generated":true,"unit":"gem-000254#insight-7","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","stranded asset","renewable energy","solar energy","wind power","offshore wind power","Green New Deal","climate finance","energy transition","public finance"],"geography_discussed":["Indonesia","Vietnam","Chile","South Africa","Philippines","United States","Southeast Asia"],"frame_perspective":[],"analysis_type":["financial risk assessment","policy analysis"]},{"id":"sei-001071","url":"https://climateinsightsdirectory.org/document/sei-001071","title":"SEI juhataja Mans Nilssoni sõnavõtt koroonaviiruse teemal","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"statement","language":"et","date_published":"2020-03-24","source_url":"https://www.sei.org/features/sei-reaktsioon-covid-19-viirusele/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"SEI Executive Director Mans Nilsson describes the organization's shift to remote work, the implementation of travel bans, and its intent to provide expertise to policymakers to ensure economic recovery incorporates just climate change adaptation.","ai_generated":true,"unit":"sei-001071#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEI implemented several internal crisis management measures in response to COVID-19, including the creation of a crisis management team in mid-January, an initial internal travel restriction in early February, and a subsequent international travel ban. The organization strongly recommends that all staff work from home.","ai_generated":true,"unit":"sei-001071#insight-1","date_modified":"2026-10-23"},{"text":"The organization is adjusting its operational processes and project priorities to maintain continuity, such as prioritizing 'desk-based work' that can be performed from home over field work.","ai_generated":true,"unit":"sei-001071#insight-2","date_modified":"2026-10-23"},{"text":"SEI offers expertise to policymakers to help manage the crisis and economic recovery, specifically by providing input on decisions that integrate just adaptation to climate change.","ai_generated":true,"unit":"sei-001071#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","sustainable development"],"geography_discussed":["Southeast Asia"],"frame_perspective":[],"analysis_type":[]},{"id":"costratri-000176","url":"https://climateinsightsdirectory.org/document/costratri-000176","title":"Last year the U.S. Intelligence Community warned of a coronavirus pandemic. Will we heed their climate warnings?","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"statement","language":"en","date_published":"2020-03-19","source_url":"https://councilonstrategicrisks.org/2020/03/19/last-year-the-u-s-intelligence-community-warned-of-a-coronavirus-pandemic-will-we-heed-their-climate-warnings/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors use the 2019 Worldwide Threat Assessment's accurate prediction of a pandemic to urge policymakers to act on similar warnings regarding climate change. They highlight how environmental degradation and climate hazards threaten global infrastructure, food and water security, and geopolitical stability, particularly in coastal areas and the Arctic.","ai_generated":true,"unit":"costratri-000176#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2019 Worldwide Threat Assessment identified regional climate change as one of the factors contributing to more frequent outbreaks of infectious diseases, alongside unplanned urbanization, humanitarian crises, and human incursion into unsettled land.","ai_generated":true,"unit":"costratri-000176#insight-1","date_modified":"2026-10-23"},{"text":"Climate hazards, including extreme weather, sea level rise, and acidifying oceans, are intensifying and threatening health, infrastructure, and food and water security, which may fuel social discontent and economic distress.","ai_generated":true,"unit":"costratri-000176#insight-2","date_modified":"2026-10-23"},{"text":"Urban coastal areas in the Western Hemisphere, South Asia, and Southeast Asia are particularly vulnerable to extreme weather and sea level rise, which could damage energy, transportation, and communication infrastructure and affect military bases.","ai_generated":true,"unit":"costratri-000176#insight-3","date_modified":"2026-10-23"},{"text":"In countries such as Jordan, Iraq, Ethiopia, and Egypt, the combination of poor governance and changes in the frequency of floods, droughts, and heat waves is increasing the risk of interstate tension, migration, and social unrest.","ai_generated":true,"unit":"costratri-000176#insight-4","date_modified":"2026-10-23"},{"text":"The reduction of Arctic sea ice, which was 25 percent below the 30-year average (1980-2010) in 2018, is lowering the cost of commercial activities and increasing competition for natural resources and sea routes, specifically involving China and Russia.","ai_generated":true,"unit":"costratri-000176#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","extreme weather event","sea level rise","food security","water security","carbon neutrality","environmental degradation"],"geography_discussed":["South Asia","Southeast Asia","Western Hemisphere","Egypt","Ethiopia","Iraq","Jordan","Arctic","Russia","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy analysis","security assessment"]},{"id":"seforall-000289","url":"https://climateinsightsdirectory.org/document/seforall-000289","title":"FINANCING ACCESS TO COOLING SOLUTIONS","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"briefing","language":"en","date_published":"2020-03-01","source_url":"https://www.seforall.org/system/files/2021-04/Financing-Cooling-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies significant barriers to financing sustainable cooling, including the diversity of needs across human comfort, agriculture, and health sectors, and a lack of global tracking for cooling-specific investments. It argues that while private capital is abundant, it is often too risk-averse for the innovative or low-income contexts where cooling is most needed. The brief highlights the role of the Kigali Cooling Efficiency Program (K-CEP) and suggests leveraging blended finance, national cooling action plans, and bulk procurement to scale solutions. It specifically emphasizes the need to coordinate funding for refrigerant replacement (via the Montreal Protocol) with energy efficiency improvements to maximize climate benefits.","ai_generated":true,"unit":"seforall-000289#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Financing for cooling is complicated by a wide diversity of needs, ranging from human comfort for over 2 billion people to cold chains for food and vaccines. For the poor, high upfront costs often lead to the purchase of the least energy-efficient and most carbon-intensive products.","ai_generated":true,"unit":"seforall-000289#insight-1","date_modified":"2026-10-23"},{"text":"There is a critical lack of formal tracking for access to cooling finance, which hinders the ability to establish baselines, understand trends, and identify gaps. Current data often relies on proxies from electricity access or general energy efficiency, which miss passive building design and specific cold chain investments.","ai_generated":true,"unit":"seforall-000289#insight-2","date_modified":"2026-10-23"},{"text":"Private capital is dominated by risk-averse sources, while the public and philanthropic sources that can tolerate higher risks are more limited. In many developing countries, the investment climate is perceived as high risk due to political unrest, corruption, and weak contract enforcement.","ai_generated":true,"unit":"seforall-000289#insight-3","date_modified":"2026-10-23"},{"text":"A significant gap exists in the coordination between the Multilateral Fund for the Implementation of the Montreal Protocol (MLF), which funds refrigerant replacement, and other climate funds that support energy efficiency. This lack of alignment may result in lost opportunities to reduce greenhouse gas emissions from the energy used to power cooling systems.","ai_generated":true,"unit":"seforall-000289#insight-4","date_modified":"2026-10-23"},{"text":"Blended finance, which uses concessional public or philanthropic capital to attract private investment, has the potential to increase investment up to ten-fold. However, its application to cooling is limited to projects that can produce steady cash flows to repay institutional investors.","ai_generated":true,"unit":"seforall-000289#insight-5","date_modified":"2026-10-23"},{"text":"Bulk procurement is an effective strategy to reduce costs for efficient cooling. In India, a joint venture used USD 68 million in public resources to procure 100,000 room air conditioners, later securing USD 300 million in World Bank financing to expand the program to ceiling fans.","ai_generated":true,"unit":"seforall-000289#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","energy efficiency","Blended Finance","hydrofluorocarbon","passive cooling","nature-based solutions","Nationally Determined Contributions","national adaptation plan"],"geography_discussed":["India","The Gambia","Costa Rica","Ghana","Indonesia","Nigeria","Bangladesh","sub-Saharan Africa","Southeast Asia"],"frame_perspective":[],"analysis_type":["policy analysis","financial assessment"]},{"id":"gem-000073","url":"https://climateinsightsdirectory.org/document/gem-000073","title":"繁荣与衰落","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"zh","date_published":"2020-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBust_2020_Chinese-1_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while global coal capacity grew by 34.1 GW in 2019, this was primarily driven by China, as capacity in the rest of the world continued to shrink. Global coal plant utilization hit a record low of 51% in 2019. The report highlights a shift in financing, with Western commercial banks largely exiting project finance for coal, while Japanese and Chinese public finance continue to support new developments. Significant retirements occurred in the US and EU, though some OECD nations like Japan and South Korea continue to develop new capacity.","ai_generated":true,"unit":"gem-000073#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global coal-fired power plant capacity saw a net increase of 34.1 GW in 2019, marking the first net increase since 2015. This growth was heavily concentrated in China, which accounted for 64% (43.8 GW) of the 68.3 GW of new capacity commissioned globally.","ai_generated":true,"unit":"gem-000073#insight-1","date_modified":"2026-10-23"},{"text":"Excluding China, global coal capacity has shrunk for two consecutive years, as retirements (27.2 GW) exceeded new commissions (24.5 GW).","ai_generated":true,"unit":"gem-000073#insight-2","date_modified":"2026-10-23"},{"text":"The United States and European Union saw significant retirements in 2019. The US retired 16.5 GW, the second-highest level on record, while the EU's retirements ranked fourth highest historically.","ai_generated":true,"unit":"gem-000073#insight-3","date_modified":"2026-10-23"},{"text":"Japan has become the largest driver of new coal plant construction among OECD members, with 11.9 GW under development domestically and 24.7 GW supported by public finance overseas.","ai_generated":true,"unit":"gem-000073#insight-4","date_modified":"2026-10-23"},{"text":"There is a notable shift in financing: no commercial banks from Australia, Europe, or the US provided direct project financing for coal plants starting construction in 2019. However, Japanese commercial banks and Chinese public finance continue to provide support.","ai_generated":true,"unit":"gem-000073#insight-5","date_modified":"2026-10-23"},{"text":"China's coal capacity continues to increase due to previous over-permitting between 2014 and 2016, leading to overcapacity. Consequently, 40% of coal plants commissioned in 2019 were downgraded to emergency backup power.","ai_generated":true,"unit":"gem-000073#insight-6","date_modified":"2026-10-23"},{"text":"Capacity in the pre-construction phase has declined globally, falling from 1,152.5 GW in 2015 to 299.6 GW in 2019, an 82% decrease.","ai_generated":true,"unit":"gem-000073#insight-7","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","climate finance","public finance","project finance","Paris Agreement"],"geography_discussed":["United States","European Union","Japan","Southeast Asia","Africa","Latin America","Turkey","South Korea","Vietnam","Indonesia","Philippines","Bangladesh","South Africa","Colombia","Dominican Republic"],"frame_perspective":[],"analysis_type":["quantitative analysis","trend analysis","geographic comparison"]},{"id":"gem-000075","url":"https://climateinsightsdirectory.org/document/gem-000075","title":"Boom & Bust 2020","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"id","date_published":"2020-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBust_2020_Indonesian_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while global coal capacity grew by 34.1 GW in 2019, this was primarily driven by China, where 68.3 GW of new capacity began operating. Outside China, the global coal fleet shrank for the second consecutive year. Pre-construction pipelines are declining globally, with significant drops in India, Southeast Asia, Africa, and Latin America. In OECD countries, capacity has declined since 2011, though Japan remains a major driver of new coal power. Financing is becoming more restrictive, with no direct project finance from major US, European, or Australian banks for 2019 constructions, although public financing from China and India continues to support new projects.","ai_generated":true,"unit":"gem-000075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global coal fleet grew by 34.1 GW in 2019, marking the first net capacity increase since 2015, though this growth was almost entirely due to China.","ai_generated":true,"unit":"gem-000075#insight-1","date_modified":"2026-10-23"},{"text":"Outside of China, the global coal fleet has shrunk for two consecutive years because the number of plant closures exceeded the number of new plants starting operation.","ai_generated":true,"unit":"gem-000075#insight-2","date_modified":"2026-10-23"},{"text":"Global coal power generation decreased by 3% in 2019 compared to 2018, resulting in a record low average global utilization rate of 51%.","ai_generated":true,"unit":"gem-000075#insight-3","date_modified":"2026-10-23"},{"text":"The pipeline for pre-construction coal capacity is shrinking globally, with significant reductions in India (50%), Southeast Asia (22%), Africa (40%), and Latin America (60%) between 2018 and 2019.","ai_generated":true,"unit":"gem-000075#insight-4","date_modified":"2026-10-23"},{"text":"In the US, coal plant closures increased by 67% under the Trump administration (averaging 13.7 GW per year) compared to the Obama administration (averaging 8.2 GW per year).","ai_generated":true,"unit":"gem-000075#insight-5","date_modified":"2026-10-23"},{"text":"Japan is currently the largest driver of new coal power in the OECD, developing 11.9 GW domestically and financing 24.7 GW abroad.","ai_generated":true,"unit":"gem-000075#insight-6","date_modified":"2026-10-23"},{"text":"China's coal capacity continues to exceed demand, leading the central government to designate 40% of new capacity that began operating in 2019 as emergency reserves to limit its use.","ai_generated":true,"unit":"gem-000075#insight-7","date_modified":"2026-10-23"},{"text":"Direct project financing for coal construction starting in 2019 was absent from commercial banks in Australia, Europe, and the US.","ai_generated":true,"unit":"gem-000075#insight-8","date_modified":"2026-10-23"},{"text":"Public financing from China remains a critical source for international coal projects, with the Export-Import Bank of China supporting 2.8 GW of new construction outside China in 2019.","ai_generated":true,"unit":"gem-000075#insight-9","date_modified":"2026-10-23"},{"text":"In India, new coal construction in 2019 relied heavily on state-controlled financing through the Power Finance Corporation (PFC) and Rural Electrification Corporation (REC).","ai_generated":true,"unit":"gem-000075#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","climate finance","energy transition","carbon dioxide emissions","renewable energy","Paris Agreement"],"geography_discussed":["People's Republic of China","India","United States","European Union","Japan","Turkey","Southeast Asia","Africa","Latin America","Indonesia","Vietnam","Philippines","Pakistan","Bangladesh","South Africa","Egypt"],"frame_perspective":[],"analysis_type":["trend analysis","capacity assessment","financial analysis"]},{"id":"gem-000079","url":"https://climateinsightsdirectory.org/document/gem-000079","title":"การติดตามแผนการสร้างโรงไฟฟ้าถ่านหินทั่วโลก ปี 2563","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"th","date_published":"2020-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBust_2020_Thai-FINAL_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a four-year decline in coal power growth indicators, though global net capacity increased by 34.1 GW in 2019 primarily due to China. While the US and EU continue to retire coal plants, Japan remains a major OECD driver of coal development. Financial support from Western commercial banks has largely ceased, though Chinese state institutions continue to fund projects internationally. The report emphasizes that coal use must drop by 80% by 2030 to meet the 1.5°C target of the Paris Agreement.","ai_generated":true,"unit":"gem-000079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global net coal capacity increased by 34.1 GW in 2019, marking the first increase since 2015. This growth was driven by China, where new plants accounted for approximately two-thirds of the 68.3 GW of new capacity added globally.","ai_generated":true,"unit":"gem-000079#insight-1","date_modified":"2026-10-23"},{"text":"The global pipeline for new coal plants has contracted for four consecutive years. Total capacity in the planning and construction phases dropped from 1,468 GW in 2015 to 499.2 GW in 2019.","ai_generated":true,"unit":"gem-000079#insight-2","date_modified":"2026-10-23"},{"text":"Coal power generation decreased by 3% globally in 2019, with significant drops in the EU (24%) and the US (16%). This led to a record low average global capacity factor of 51%.","ai_generated":true,"unit":"gem-000079#insight-3","date_modified":"2026-10-23"},{"text":"In the US, coal plant retirements accelerated under President Donald Trump, averaging 13.7 GW per year between 2017 and 2019, a 67% increase compared to the average of 8.2 GW during President Barack Obama's term (2009-2016).","ai_generated":true,"unit":"gem-000079#insight-4","date_modified":"2026-10-23"},{"text":"Japan is the largest coal driver within the OECD, developing 11.9 GW of domestic capacity and supporting 24.7 GW of projects outside its borders through public finance.","ai_generated":true,"unit":"gem-000079#insight-5","date_modified":"2026-10-23"},{"text":"Commercial banks in Australia, Europe, and the US provided no direct financial support for new coal plant construction in 2019, reflecting stricter institutional regulations.","ai_generated":true,"unit":"gem-000079#insight-6","date_modified":"2026-10-23"},{"text":"China's coal capacity continues to exceed demand, with 40% of the electricity produced in 2019 classified as emergency reserve power and restricted in use.","ai_generated":true,"unit":"gem-000079#insight-7","date_modified":"2026-10-23"},{"text":"To limit global temperature rise to 1.5°C, the IPCC states that coal energy use must be reduced by 80% by 2030.","ai_generated":true,"unit":"gem-000079#insight-8","date_modified":"2026-10-23"}],"climate_tags":["coal power","energy transition","climate finance","Paris Agreement","greenhouse gas emissions","renewable energy"],"geography_discussed":["People's Republic of China","United States","European Union","Japan","India","South Korea","Southeast Asia","Africa","Latin America","Vietnam","Indonesia","Philippines","Pakistan","Bangladesh","South Africa","Egypt"],"frame_perspective":[],"analysis_type":["statistical analysis","policy assessment","financial tracking"]},{"id":"gem-000095","url":"https://climateinsightsdirectory.org/document/gem-000095","title":"BÙNG NỔ VÀ THOÁI TRÀO 2020: GIÁM SÁT CÁC NHÀ MÁY ĐIỆN THAN TOÀN CẦU","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"vi","date_published":"2020-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomBust_Vietnamese_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while global coal capacity saw a net increase of 34.1 GW in 2019, this was driven almost entirely by China. Excluding China, the global coal industry declined for the second consecutive year. The report highlights a significant shift in financing, with Western commercial banks withdrawing direct funding for new coal, while Chinese and Indian state-backed institutions continue to provide critical capital. Regional analysis shows sharp declines in pre-construction capacity in Southeast Asia, Latin America, and Africa, though some countries like Japan and Turkey continue to pursue coal development despite international pressure.","ai_generated":true,"unit":"gem-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global coal capacity experienced a net increase of 34.1 GW in 2019, marking the first net increase since 2015. This growth was heavily skewed, with China accounting for nearly two-thirds of the 68.3 GW of newly approved capacity.","ai_generated":true,"unit":"gem-000095#insight-1","date_modified":"2026-10-23"},{"text":"Excluding China, the global coal industry has declined for two consecutive years because the capacity of decommissioned plants (27.2 GW) exceeded the capacity of new plants brought online (24.5 GW).","ai_generated":true,"unit":"gem-000095#insight-2","date_modified":"2026-10-23"},{"text":"Coal plant utilization has reached record lows, with global plants operating at an average of only 51% of their normal operating hours in 2019.","ai_generated":true,"unit":"gem-000095#insight-3","date_modified":"2026-10-23"},{"text":"In the United States, coal plant closures accelerated under President Donald Trump, with an average of 13.7 GW closed per year (2017-2019), which is 67% higher than the 8.2 GW annual average during Barack Obama's tenure (2009-2016).","ai_generated":true,"unit":"gem-000095#insight-4","date_modified":"2026-10-23"},{"text":"Japan has become the leading OECD country for new coal development, with 11.9 GW of plants in development. Additionally, Japanese public financial institutions are funding 24.7 GW of coal capacity abroad.","ai_generated":true,"unit":"gem-000095#insight-5","date_modified":"2026-10-23"},{"text":"Pre-construction coal capacity saw drastic reductions between 2018 and 2019: falling 50% in India, 22% in Southeast Asia, 40% in Africa, and 60% in Latin America.","ai_generated":true,"unit":"gem-000095#insight-6","date_modified":"2026-10-23"},{"text":"Western commercial banks from Australia, Europe, and the US stopped providing direct funding for new coal plants starting construction in 2019, though some still provide financial support to companies that build them.","ai_generated":true,"unit":"gem-000095#insight-7","date_modified":"2026-10-23"},{"text":"China's coal sector is facing severe overcapacity; in 2019, the government shifted 40% of newly licensed capacity (17.9 GW) to emergency backup status to limit its use.","ai_generated":true,"unit":"gem-000095#insight-8","date_modified":"2026-10-23"},{"text":"In India, new coal construction relies heavily on state-backed funding from the Power Finance Corporation (PFC) and Rural Electrification Corporation (REC), as private Indian financial institutions avoid the sector.","ai_generated":true,"unit":"gem-000095#insight-9","date_modified":"2026-10-23"},{"text":"Southeast Asia has seen a sharp decline in new coal starts, with capacity dropping over 85% from 12.8 GW in 2016 to 1.8 GW in 2019, particularly in Indonesia, Vietnam, and the Philippines.","ai_generated":true,"unit":"gem-000095#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","climate finance","carbon dioxide emissions","renewable energy","Paris Agreement","decarbonization","air pollution"],"geography_discussed":["People's Republic of China","United States","European Union","India","Japan","Southeast Asia","Africa","Latin America","Turkey","Vietnam","Indonesia","Philippines","Bangladesh","Pakistan","South Africa","Egypt","Australia"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis","financial analysis"]},{"id":"sei-001554","url":"https://climateinsightsdirectory.org/document/sei-001554","title":"Rights-based claims in the extractive sector","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2020-03","source_url":"https://www.sei.org/wp-content/uploads/2020/03/rights-based-claims-in-the-extractive-sector.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies three typologies of rights-based claims in the extractive sector of South and Southeast Asia: environmental justice, Indigenous rights and land claims, and the right to conduct artisanal and small-scale mining. It highlights that while international law provides a framework for these rights, local actors face significant institutional, financial, and informational barriers. The brief recommends strengthening the rule of law, formalizing artisanal mining, and incorporating free, prior and informed consent (FPIC) into domestic legal frameworks.","ai_generated":true,"unit":"sei-001554#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identified three general typologies of rights-based claims used by local actors in the extractive sector: environmental justice claims, which focus on the right to be free from ecological destruction; Indigenous rights and land claims, emphasizing the right to participate in decision-making; and claims regarding the right to conduct artisanal and small-scale mining to maintain livelihoods.","ai_generated":true,"unit":"sei-001554#insight-1","date_modified":"2026-10-23"},{"text":"Rights holders in South and Southeast Asia employ a variety of strategies to make their claims, which may be used simultaneously. These include law-based approaches and litigation, mass actions such as blockades, peaceful demonstrations, and protests, as well as media outreach and the use of international platforms.","ai_generated":true,"unit":"sei-001554#insight-2","date_modified":"2026-10-23"},{"text":"Significant barriers impede the ability of local actors to exercise their rights, including poor access to legal resources and information, financial constraints, lack of capacity, and strong institutional barriers. Other impediments include burdensome administrative requirements, power imbalances, and a weak rule of law.","ai_generated":true,"unit":"sei-001554#insight-3","date_modified":"2026-10-23"},{"text":"There is a notable lack of empirical academic research on explicit rights-based claims in the mining sector within South and Southeast Asia. A survey of peer-reviewed literature yielded only 20 relevant articles, though 17 of those specifically included claims made by Indigenous Peoples.","ai_generated":true,"unit":"sei-001554#insight-4","date_modified":"2026-10-23"},{"text":"Resource extraction projects frequently fail to engage local communities in decision-making or observe the right to free, prior and informed consent (FPIC), which contradicts international commitments and best practices in the sector.","ai_generated":true,"unit":"sei-001554#insight-5","date_modified":"2026-10-23"},{"text":"Even when national legal frameworks exist, structural and institutional shortfalls often prevent affected communities from utilizing existing legal remedies.","ai_generated":true,"unit":"sei-001554#insight-6","date_modified":"2026-10-23"}],"climate_tags":["extractive industry","mining","environmental justice","indigenous rights","Free, Prior and Informed Consent","human rights"],"geography_discussed":["Philippines","Latin America"],"frame_perspective":[],"analysis_type":["literature review","policy analysis"]},{"id":"sei-002722","url":"https://climateinsightsdirectory.org/document/sei-002722","title":"Rights-based claims and extractive industries in Asia: an assessment and ways forward","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-03","source_url":"https://www.sei.org/wp-content/uploads/2020/03/sei-wp-2020-rights-extractive-industries-wp-march-asia-strambo.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper identifies three main categories of rights-based claims: environmental justice, Indigenous rights and land claims, and artisanal and small-scale mining (ASM) rights. It finds that claimants often use multi-scalar strategies, combining domestic litigation with mass protests and international advocacy. While some claims lead to the suspension of extractive activities or improved corporate engagement, others are met with state oppression or violence. The study highlights the critical role of civil society organizations (CSOs) as enablers and the importance of framing strategies to maximize available resources.","ai_generated":true,"unit":"sei-002722#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rights-based claims in the extractive sector of South and Southeast Asia generally fall into three overlapping categories: environmental justice (e.g., rights to clean water and health), Indigenous rights and land claims (e.g., ancestral domain and self-determination), and the right to engage in artisanal and small-scale mining (ASM).","ai_generated":true,"unit":"sei-002722#insight-1","date_modified":"2026-10-23"},{"text":"The principle of Free, Prior and Informed Consent (FPIC) is a central theme in Indigenous rights claims, particularly in the Philippines where it is codified in the Indigenous Peoples Rights’ Act of 1997 (IPRA). However, the document notes that FPIC is often used by the state to provide \"false assurances of good governance\" without proper consultation.","ai_generated":true,"unit":"sei-002722#insight-2","date_modified":"2026-10-23"},{"text":"Rights claimants typically employ simultaneous, multi-scalar strategies. These include domestic legal activism and public interest litigation combined with mass actions such as protests, blockades, and the use of media to garner national and international support.","ai_generated":true,"unit":"sei-002722#insight-3","date_modified":"2026-10-23"},{"text":"Several factors impede the making of rights-based claims, including limited technical and legal knowledge, poverty, geographical isolation, and governance settings that privilege large-scale mining over ASM. In some regions, Indigenous rights activists are stigmatized as being associated with \"leftist organizations\" or \"rebels\".","ai_generated":true,"unit":"sei-002722#insight-4","date_modified":"2026-10-23"},{"text":"Civil society organizations (CSOs) and NGOs act as primary enablers by providing technical advice, financial support, and communication guidance. However, conflicts of interest can arise when NGO organizational agendas or donor-driven results-based accountability clash with the needs of local communities.","ai_generated":true,"unit":"sei-002722#insight-5","date_modified":"2026-10-23"},{"text":"Outcomes of rights-based claims vary from the recognition of new rights and the suspension of extractive activities to oppressive state responses. While some companies move toward more participatory approaches, these can remain \"tokenistic\". In extreme cases, responses include the murder of human rights activists.","ai_generated":true,"unit":"sei-002722#insight-6","date_modified":"2026-10-23"}],"climate_tags":["extractive industry","mining","environmental justice","indigenous rights","land tenure","Free, Prior and Informed Consent","human rights","Sustainable Development Goals"],"geography_discussed":["India","Philippines","Myanmar","Cambodia","Thailand","Indonesia"],"frame_perspective":[],"analysis_type":["literature review","systematic review","narrative synthesis"]},{"id":"mearth-000080","url":"https://climateinsightsdirectory.org/document/mearth-000080","title":"Stretching the possibilities for a sustainable rubber industry in 2020","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2020-01-16","source_url":"https://mightyearth.org/article/stretching-the-possibilities-for-a-sustainable-rubber-industry-in-2020/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth advocates for a sustainable natural rubber industry, highlighting the role of the Global Platform for Sustainable Natural Rubber (GPSNR) in addressing deforestation and human rights abuses. While acknowledging progress in stakeholder cooperation, the author identifies critical gaps in the GPSNR, including the lack of internal company policies, the absence of a grievance mechanism, and the non-participation of Chinese companies. The document calls for increased supply chain transparency, the inclusion of smallholder farmers, and a shift toward binding regulation to ensure a level playing field.","ai_generated":true,"unit":"mearth-000080#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Natural rubber production is a significant driver of tropical deforestation, which threatens biodiversity and the global climate balance by destroying carbon sinks.","ai_generated":true,"unit":"mearth-000080#insight-1","date_modified":"2026-10-23"},{"text":"The Global Platform for Sustainable Natural Rubber (GPSNR), founded in March 2019 by rubber producers, processors, tire makers, auto manufacturers, and CSOs, aims to make the industry sustainable through transparency, traceability, and accountability.","ai_generated":true,"unit":"mearth-000080#insight-2","date_modified":"2026-10-23"},{"text":"Despite initial progress, the GPSNR faces several internal failures: some member companies lack internal sustainability policies, there is no effective grievance mechanism for policy violations, and monitoring systems for member performance are undeveloped.","ai_generated":true,"unit":"mearth-000080#insight-3","date_modified":"2026-10-23"},{"text":"The sustainability of the rubber industry is hindered by external factors, including the absence of Chinese companies from the GPSNR, endemic corruption in producing countries, and low rubber prices that prevent smallholders from investing in sustainable practices.","ai_generated":true,"unit":"mearth-000080#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biodiversity","greenhouse gas emissions","Global supply chain governance","land grabbing","human rights"],"geography_discussed":["Asia","Southeast Asia","North America","Europe","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy analysis","corporate accountability"]},{"id":"sei-002663","url":"https://climateinsightsdirectory.org/document/sei-002663","title":"Perceptions of climate-related investment risk in Southeast Asia’s power sector","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-01","source_url":"https://www.sei.org/wp-content/uploads/2020/01/sei-working-paper-2020-climate-investment-risk-southeast-asia-4.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper finds a significant gap between the necessity of integrating climate risks and actual investor practice in Southeast Asia's power sector. While physical risks are generally well-understood and factored into due diligence, transition risks—including policy, technology, and reputational risks—are often ignored or superficially addressed. Investors frequently use long-term Power Purchase Agreements (PPAs) to shift climate-related liabilities to state-owned utilities. The study identifies institutional habits, the need to deploy large amounts of capital quickly, and limited financial governance as primary barriers to shifting investment from fossil fuels to renewables.","ai_generated":true,"unit":"sei-002663#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a substantial disconnect between the need for climate risk integration in investment decisions and the current reality in Southeast Asia's power sector, where such risks are either ignored, considered insignificant, or only superficially integrated.","ai_generated":true,"unit":"sei-002663#insight-1","date_modified":"2026-10-23"},{"text":"Physical climate risks, such as extreme weather, are relatively well-understood by investors and are integrated into due diligence and environmental and social impact assessments, potentially increasing project costs by 10–15%.","ai_generated":true,"unit":"sei-002663#insight-2","date_modified":"2026-10-23"},{"text":"Investors mitigate policy, regulatory, and technology risks by using 'ironclad' long-term Power Purchase Agreements (PPAs) that shift the financial liability for future climate regulations or cost changes to state-owned utilities.","ai_generated":true,"unit":"sei-002663#insight-3","date_modified":"2026-10-23"},{"text":"Divestment and reputational risks are not primary drivers for local or regional investors due to a lack of transparency and stakeholder pressure, although international asset managers and corporate green procurement requirements are exerting indirect pressure.","ai_generated":true,"unit":"sei-002663#insight-4","date_modified":"2026-10-23"},{"text":"Stranded assets are viewed as a serious risk for the next 20 years, with the Philippines having an estimated 10GW of planned coal assets worth US$ 21 billion at risk, though investors in state-dominated markets believe governments will socialize these losses.","ai_generated":true,"unit":"sei-002663#insight-5","date_modified":"2026-10-23"},{"text":"Investment in fossil fuels persists due to institutional habits, a perception that renewables offer lower returns, and the pressure on large investors to deploy massive amounts of capital into familiar, large-scale projects.","ai_generated":true,"unit":"sei-002663#insight-6","date_modified":"2026-10-23"}],"climate_tags":["electric power industry","fossil fuel","renewable energy","stranded asset","power purchase agreement","fossil-fuel divestment","carbon price","climate finance"],"geography_discussed":["Philippines","Vietnam","Indonesia","India","Thailand","Myanmar"],"frame_perspective":[],"analysis_type":["investor perception analysis","risk framework application","qualitative interview study"]},{"id":"prio-001533","url":"https://climateinsightsdirectory.org/document/prio-001533","title":"Rainfall Variability and Violent, State-Based Conflict","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2020","source_url":"https://cdn.cloud.prio.org/files/52a825cc-c6c8-4c4e-9d38-a3e84afd59af/MA_thesis_Mjelva_2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines how the effect of anomalous rainfall (excess and scarce) on violent, state-based conflict varies based on societal vulnerability factors. Using a causal forest model on global grid-cell data, the author finds that while rainfall variability generally has a small effect on conflict, this effect is context-specific. Scarce rainfall is more likely to increase conflict risk in communities with high agricultural employment and poor governance (low SHDI and GDP). Excess rainfall's effect is more complex, showing higher risk in areas with high population density, low globalization, low democracy, and low GDP, but contrary to expectations, it showed smaller effects in areas with high political exclusion or greater distance to the capital.","ai_generated":true,"unit":"prio-001533#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The effect of rainfall variability on violent, state-based conflict is generally small across all studied contexts, but it is confirmed to be context-specific and dependent on the vulnerability of the community.","ai_generated":true,"unit":"prio-001533#insight-1","date_modified":"2026-10-23"},{"text":"Scarce rainfall is most likely to increase the probability of violent, state-based conflict in communities characterized by high agricultural employment and low levels of good governance, specifically low Subnational Human Development Index (SHDI) and GDP.","ai_generated":true,"unit":"prio-001533#insight-2","date_modified":"2026-10-23"},{"text":"The factors that modify the relationship between scarce rainfall and conflict differ from those that modify the relationship between excess rainfall and conflict, suggesting they operate through separate mechanisms.","ai_generated":true,"unit":"prio-001533#insight-3","date_modified":"2026-10-23"},{"text":"Contrary to theoretical expectations, high levels of political exclusion and greater distance to the capital were associated with smaller effects of excess rainfall on conflict.","ai_generated":true,"unit":"prio-001533#insight-4","date_modified":"2026-10-23"},{"text":"The analysis identified that some vulnerability factors, such as temperature and the prevalence of non-state conflict, did not have a significant impact on the treatment effect in either the scarce or excess rainfall models.","ai_generated":true,"unit":"prio-001533#insight-5","date_modified":"2026-10-23"},{"text":"The study encountered a significant violation of the overlap assumption, where propensity scores for receiving the treatment (SPEI3) were heavily skewed toward zero, necessitating the exclusion of a large portion of the data to avoid biased estimates.","ai_generated":true,"unit":"prio-001533#insight-6","date_modified":"2026-10-23"}],"climate_tags":["rain","drought","flood","climate change adaptation"],"geography_discussed":["Ethiopia","Syria","sub-Saharan Africa","South Asia","Southeast Asia","Latin America","Afghanistan"],"frame_perspective":[],"analysis_type":["causal forest","machine learning","heterogeneous treatment effects","causal inference","non-parametric analysis"]},{"id":"seforall-000320","url":"https://climateinsightsdirectory.org/document/seforall-000320","title":"THE RECOVER BETTER WITH SUSTAINABLE ENERGY GUIDE FOR SOUTHEAST ASIAN NATIONS","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"guide","language":"en","date_published":"2020","source_url":"https://www.seforall.org/system/files/2020-10/RB-SEA-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guide outlines opportunities for Southeast Asian nations to 'recover better' from the COVID-19 pandemic by shifting economic stimulus toward sustainable energy. It identifies significant untapped potential in energy efficiency, particularly in buildings and cooling, and advocates for increasing the share of renewable energy in the power mix. The document highlights macroeconomic benefits, including GDP growth and job creation, while proposing eight enablers for a successful transition, such as eliminating fossil fuel subsidies and declaring a moratorium on new coal-fired power plants.","ai_generated":true,"unit":"seforall-000320#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a substantial untapped investment potential for energy efficiency in Southeast Asia totaling USD 400 billion, with USD 152 billion of that specifically within the buildings sector.","ai_generated":true,"unit":"seforall-000320#insight-1","date_modified":"2026-10-23"},{"text":"The cooling sector is projected to be a major driver of energy demand in Southeast Asia, expected to represent 30% of peak power demand by 2030.","ai_generated":true,"unit":"seforall-000320#insight-2","date_modified":"2026-10-23"},{"text":"Investments in sustainable energy offer higher economic returns and employment potential than fossil fuels; specifically, renewable energy and energy efficiency investments create 2 to 2.5 times more jobs per USD 10 million than fossil fuel investments.","ai_generated":true,"unit":"seforall-000320#insight-3","date_modified":"2026-10-23"},{"text":"Achieving the ASEAN target of a 23% renewable energy share by 2025 would require an annual investment of USD 27 billion and could generate an additional annual GDP growth of USD 25 billion.","ai_generated":true,"unit":"seforall-000320#insight-4","date_modified":"2026-10-23"},{"text":"Clean cooking access gaps remain significant in Southeast Asia as of 2018, with the Philippines (58 million), Indonesia (54 million), and Viet Nam (35 million) having the largest gaps.","ai_generated":true,"unit":"seforall-000320#insight-5","date_modified":"2026-10-23"},{"text":"The guide proposes eight key enablers for the energy transition: improving the ease of doing business, establishing robust policies/institutions, investing in energy efficiency, investing in data, moving to cost-reflective tariffs, eliminating fossil fuel subsidies, declaring a moratorium on new coal-fired power, and investing in human capital.","ai_generated":true,"unit":"seforall-000320#insight-6","date_modified":"2026-10-23"},{"text":"The document suggests that countries target the localization or regionalization of 30% of the upstream value chain for renewables, efficiency, and clean cooking to enhance energy security.","ai_generated":true,"unit":"seforall-000320#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","energy efficiency","clean cooking","energy access","green recovery","fossil fuel subsidy","Nationally Determined Contributions","Paris Agreement","green job","energy security"],"geography_discussed":["South Korea","Kenya","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy guide","economic assessment"]},{"id":"seforall-000355","url":"https://climateinsightsdirectory.org/document/seforall-000355","title":"SEforALL AND THE DECADE OF ACTION 100 DAYS REPORT","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.seforall.org/system/files/2020-08/SEforALL100DaysReportJuly2020.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"SEforALL's 100 Days Report details the organization's efforts to integrate sustainable energy into COVID-19 recovery plans through 'Recover Better' guides for Africa, the Caribbean, and Southeast Asia. The report highlights the pandemic's severe impact on the off-grid sector, where surveyed companies expect revenue losses between 27% and 40%. It also outlines the launch of the 'Powering Healthcare' resource hub and the 'Chilling Prospects 2020' report, which identifies that 1.02 billion people lack cooling access. Strategically, SEforALL has approved a new Three-Year Business Plan (2021-2023) focusing on high-level advocacy and country-specific implementation across four thematic areas: Energy Diplomacy and Advocacy, Energy Access and Closing the Gap, Energy Transitions and Climate, and Intersection with other SDGs.","ai_generated":true,"unit":"seforall-000355#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEforALL developed 'Recover Better with Sustainable Energy' guides for Africa, the Caribbean, and Southeast Asia to help governments prioritize sustainable energy in their economic recovery plans. The Africa guide was launched on 30 June 2020.","ai_generated":true,"unit":"seforall-000355#insight-1","date_modified":"2026-10-23"},{"text":"A survey of approximately 80 off-grid companies in Asia and Africa revealed significant financial distress due to COVID-19, with solar home systems (SHS) companies expecting an average revenue loss of 27% and mini-grid companies expecting a 40% loss. Additionally, 67% of mini-grid and 75% of SHS operators have two months or less of operating expenses available.","ai_generated":true,"unit":"seforall-000355#insight-2","date_modified":"2026-10-23"},{"text":"The 'Chilling Prospects: Tracking Sustainable Cooling for All 2020' report indicates that 1.02 billion people lack cooling access and are at high risk. It further notes that 2.2 billion people in lower-middle income brackets rely on inefficient air conditioners, and 54 high-impact countries face an annual economic loss of USD 630 billion due to heat stress.","ai_generated":true,"unit":"seforall-000355#insight-3","date_modified":"2026-10-23"},{"text":"The 'State of the Global Mini-grids Market Report 2020' estimates that mini-grids could provide electricity to 111 million households in Asia, island nations, and Sub-Saharan Africa by 2030, requiring approximately USD 128 billion in capital investment.","ai_generated":true,"unit":"seforall-000355#insight-4","date_modified":"2026-10-23"},{"text":"SEforALL's new Three-Year Business Plan for 2021-2023 reorients the organization toward a dual focus on high-level advocacy and country-specific implementation, organized under four thematic areas: Energy Diplomacy and Advocacy, Energy Access and Closing the Gap, Energy Transitions and Climate, and Intersection with other SDGs.","ai_generated":true,"unit":"seforall-000355#insight-5","date_modified":"2026-10-23"},{"text":"The organization plans to launch the Universal Energy Facility in Q3 2020 as part of its Results-Based Financing programme, aiming for a USD 500 million facility by 2023 to deliver 2 million electricity connections and 300,000 clean cooking solutions.","ai_generated":true,"unit":"seforall-000355#insight-6","date_modified":"2026-10-23"}],"climate_tags":["sustainable energy","energy access","Mini-grids","clean cooking","energy efficiency","energy transition","climate finance","Paris Agreement"],"geography_discussed":["Africa","Caribbean","Southeast Asia","Nigeria","Rwanda","India","Vietnam","Indonesia","South Africa","Kenya","Egypt","Sierra Leone","Madagascar"],"frame_perspective":[],"analysis_type":["progress report","strategic plan","market analysis"]},{"id":"wwf-000871","url":"https://climateinsightsdirectory.org/document/wwf-000871","title":"DEFORESTATION FRONTS DRIVERS AND RESPONSES IN A CHANGING WORLD","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/507/9bsfj8aq5v_deforestation_fronts___drivers_and_responses_in_a_changing_world____8p3if5q.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 24 'deforestation fronts' across Latin America, sub-Saharan Africa, Southeast Asia, and Oceania where over 43 million hectares of forest were lost between 2004 and 2017. It argues that while commercial agriculture, tree plantations, and extractive activities are primary drivers, responses must be tailored to local contexts and integrated across area-based and sector-specific approaches to be effective.","ai_generated":true,"unit":"wwf-000871#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2004 and 2017, over 43 million hectares of forest were lost within 24 identified 'deforestation fronts', an area comparable in size to Morocco.","ai_generated":true,"unit":"wwf-000871#insight-1","date_modified":"2026-10-23"},{"text":"The 24 deforestation fronts cover 710 million hectares, of which half is forested; approximately 45% of the remaining forest in these areas has experienced fragmentation, increasing vulnerability to fire and human intervention.","ai_generated":true,"unit":"wwf-000871#insight-2","date_modified":"2026-10-23"},{"text":"Commercial agriculture and tree plantations are the primary global drivers of deforestation, though specific drivers vary by region: cattle ranching and soy dominate in Latin America, while timber and oil palm are primary in Southeast Asia.","ai_generated":true,"unit":"wwf-000871#insight-3","date_modified":"2026-10-23"},{"text":"In sub-Saharan Africa, subsistence agriculture is a key driver of forest loss, though commercial agriculture is expanding and small-scale timber extraction for energy contributes to forest degradation.","ai_generated":true,"unit":"wwf-000871#insight-4","date_modified":"2026-10-23"},{"text":"Area-based responses, such as protected areas and the recognition of indigenous peoples and local communities (IPLC) tenure rights, are effective at preventing loss within their boundaries but cannot prevent 'leakage' (the displacement of deforestation) to other areas.","ai_generated":true,"unit":"wwf-000871#insight-5","date_modified":"2026-10-23"},{"text":"Sector-specific responses, including voluntary certification and zero-deforestation supply chains, have had limited impact at scale and often struggle without supportive national laws and policies.","ai_generated":true,"unit":"wwf-000871#insight-6","date_modified":"2026-10-23"},{"text":"Integrated approaches, such as REDD+ and jurisdictional or landscape-based partnerships, aim to combine multiple interventions to achieve sustainable development and low-carbon economies at sub-national scales.","ai_generated":true,"unit":"wwf-000871#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","carbon sink","biodiversity","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["Latin America","sub-Saharan Africa","Southeast Asia","Oceania","Brazil","Colombia","Peru","Bolivia","Venezuela","Guyana","Paraguay","Argentina","Ecuador","Mexico","Guatemala","Liberia","Ivory Coast","Ghana","Cameroon","Gabon","Republic of the Congo","Democratic Republic of the Congo","Central African Republic","Angola","Zambia","Mozambique","Madagascar","Cambodia","Laos","Myanmar","Indonesia","Malaysia","Papua New Guinea","Australia","Morocco"],"frame_perspective":[],"analysis_type":["driver analysis","policy evaluation"]},{"id":"wwf-000942","url":"https://climateinsightsdirectory.org/document/wwf-000942","title":"INTERNATIONAL SILENCE OF THE SNARES","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/712/dndcz1okh_Southeast_Asia_Snaring_Crisis_WWF_9July2020_V2_LowRes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a widespread snaring crisis in Southeast Asia, particularly in Cambodia, Lao PDR, and Viet Nam, where an estimated 12.3 million snares exist in protected areas. These indiscriminate traps threaten over 700 mammal species and disrupt critical ecosystem services like seed dispersal and nutrient cycling. The document links snaring to increased zoonotic disease risk due to the handling of high-risk taxa and highlights the role of urban demand for wildlife meat. It argues that current legal frameworks are insufficient, often lacking clear definitions of snares or penalties for possession, and recommends strengthening legislation, increasing ranger densities, and partnering with indigenous peoples to combat the crisis.","ai_generated":true,"unit":"wwf-000942#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"WWF estimates that there are over 12 million snares within the protected areas of Cambodia, Lao PDR, and Viet Nam, though the total number across Southeast Asia is likely much higher as these three countries represent only about 11% of the region's total protected area coverage.","ai_generated":true,"unit":"wwf-000942#insight-1","date_modified":"2026-10-23"},{"text":"Snaring is an indiscriminate hunting method impacting more than 700 mammal species in Southeast Asia, including 80% of the region's land mammal families and 12 terrestrial mammal species classified as Endangered or Critically Endangered in Cambodia, Lao PDR, and Viet Nam.","ai_generated":true,"unit":"wwf-000942#insight-2","date_modified":"2026-10-23"},{"text":"The use of snares increases the risk of zoonotic disease spillover because it facilitates close human contact with high-risk taxa, particularly ungulates and carnivores. Wild pigs, masked palm civets, and Sunda pangolins are specifically identified as high-risk species often targeted by snares.","ai_generated":true,"unit":"wwf-000942#insight-3","date_modified":"2026-10-23"},{"text":"Snaring-induced defaunation leads to 'empty forests' where the loss of large mammals disrupts essential ecosystem services, including seed dispersal, nutrient transport, and ecosystem engineering, which in turn can reduce forest carbon storage and increase extinction risks for plant species.","ai_generated":true,"unit":"wwf-000942#insight-4","date_modified":"2026-10-23"},{"text":"Widespread snaring of tigers and their prey has led to the functional extinction of tigers in Cambodia, Lao PDR, and Viet Nam, and continues to threaten remaining populations in other Southeast Asian countries.","ai_generated":true,"unit":"wwf-000942#insight-5","date_modified":"2026-10-23"},{"text":"Current legal frameworks in Southeast Asia are largely inadequate; only Malaysia legally defines a 'snare', and only Malaysia and Thailand explicitly prohibit the possession of snares in protected areas.","ai_generated":true,"unit":"wwf-000942#insight-6","date_modified":"2026-10-23"},{"text":"Ranger patrols alone are often insufficient to stop snaring due to low snare detectability, inadequate ranger numbers, and the low cost of replacing snares. Intelligence-led patrolling has been shown to increase detection rates by over 40% in some areas.","ai_generated":true,"unit":"wwf-000942#insight-7","date_modified":"2026-10-23"},{"text":"While commercial trade is the primary driver of snaring in protected areas, some local communities use snares for crop guarding. However, evidence suggests that modern wire and cable snares are not essential for subsistence hunting, which often relies on traditional methods.","ai_generated":true,"unit":"wwf-000942#insight-8","date_modified":"2026-10-23"},{"text":"There is a growing trend of foreign nationals entering Southeast Asian countries to hunt, driven by the depletion of game in their home countries. In some Malaysian operations, foreign nationals accounted for 40% to 60% of those arrested for poaching.","ai_generated":true,"unit":"wwf-000942#insight-9","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","ecosystem service","environmental law","carbon capture and storage","indigenous people"],"geography_discussed":["Indonesia","Malaysia","Myanmar","Philippines","Thailand"],"frame_perspective":[],"analysis_type":["quantitative estimation","legal analysis","ecological assessment","socio-economic analysis"]},{"id":"mearth-000068","url":"https://climateinsightsdirectory.org/document/mearth-000068","title":"Petition: Tell Sumitomo Corporation to Be a Climate Leader","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2019-12-05","source_url":"https://mightyearth.org/article/petition-tell-sumitomo-corporation-to-be-a-climate-leader/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth calls on Sumitomo Corporation to stop financing coal power plants in Asia and importing biomass that contributes to deforestation.","ai_generated":true,"unit":"mearth-000068#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sumitomo Corporation is contributing to climate change by planning or constructing at least 5 GW of new coal-fired power plants in Bangladesh, Indonesia, and Vietnam.","ai_generated":true,"unit":"mearth-000068#insight-1","date_modified":"2026-10-23"},{"text":"Sumitomo Corporation supplies Japan with over 6 million tons of thermal and metallurgical coal annually through its ownership and investment in coal mines.","ai_generated":true,"unit":"mearth-000068#insight-2","date_modified":"2026-10-23"},{"text":"As Japan's leading importer of wood chips and pellets, Sumitomo Corporation is linked to increased logging in natural forests, deforestation, and the import of biomass from Vietnam, a country with a history of fraudulent certifications and illegal logging from Southeast Asia and Africa.","ai_generated":true,"unit":"mearth-000068#insight-3","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","deforestation","renewable energy"],"geography_discussed":["Vietnam","Indonesia","Bangladesh","Africa","Southeast Asia"],"frame_perspective":[],"analysis_type":["corporate accountability"]}]}