{"query_echo":{"q":"","filters":{"analysis_type":["Economic Assessment"]},"warnings":[]},"total":{"value":1026,"relation":"eq"},"page":24,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Economic+Assessment&page=24","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Economic+Assessment&page=25","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":"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":"wwf-000304","url":"https://climateinsightsdirectory.org/document/wwf-000304","title":"Living Planet Report 2020","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/167/279c656a32_ENGLISH_FULL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Living Planet Report 2020 documents a severe global decline in wildlife populations and ecosystems, highlighting the interconnectedness of nature and human health. It identifies land-use change, overexploitation, and climate change as primary drivers of biodiversity loss and proposes a roadmap to 'bend the curve' of this decline through integrated conservation and food system reform.","ai_generated":true,"unit":"wwf-000304#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2020 global Living Planet Index (LPI) indicates an average 68% decrease in the population sizes of monitored vertebrate species—including mammals, birds, amphibians, reptiles, and fish—between 1970 and 2016.","ai_generated":true,"unit":"wwf-000304#insight-1","date_modified":"2026-10-23"},{"text":"The most significant regional decline recorded in the LPI is in the tropical subregions of the Americas, which saw a 94% decrease.","ai_generated":true,"unit":"wwf-000304#insight-2","date_modified":"2026-10-23"},{"text":"Human activity has significantly altered 75% of the Earth's ice-free land surface, and more than 85% of the area of wetlands has been lost.","ai_generated":true,"unit":"wwf-000304#insight-3","date_modified":"2026-10-23"},{"text":"Humanity is currently overusing the Earth's biocapacity by at least 56%, meaning the human enterprise demands 1.56 times the amount the planet can regenerate.","ai_generated":true,"unit":"wwf-000304#insight-4","date_modified":"2026-10-23"},{"text":"Land-use change, specifically the conversion of native habitats into agricultural systems, is the primary direct driver of biodiversity loss in terrestrial systems.","ai_generated":true,"unit":"wwf-000304#insight-5","date_modified":"2026-10-23"},{"text":"Freshwater species are experiencing steep declines, with the Freshwater Living Planet Index showing an average decline of 84% since 1970, with megafauna (species over 30kg) being particularly vulnerable.","ai_generated":true,"unit":"wwf-000304#insight-6","date_modified":"2026-10-23"},{"text":"Plant diversity is in serious decline; approximately 22% of sampled plant species are threatened with extinction, and documented plant extinctions are twice as high as those for mammals, birds, and amphibians combined.","ai_generated":true,"unit":"wwf-000304#insight-7","date_modified":"2026-10-23"},{"text":"Terrestrial insect populations are declining, with a mean global loss of 8.8% per decade since 1925, although freshwater insects have shown a mean increase of 11.3% per decade.","ai_generated":true,"unit":"wwf-000304#insight-8","date_modified":"2026-10-23"},{"text":"The global stock of natural capital per person has declined by nearly 40% since the early 1990s, while produced capital has doubled and human capital has increased by 13%.","ai_generated":true,"unit":"wwf-000304#insight-9","date_modified":"2026-10-23"},{"text":"Agriculture is a major driver of environmental degradation, responsible for 80% of global deforestation, 70% of freshwater use, and 70% of terrestrial biodiversity loss.","ai_generated":true,"unit":"wwf-000304#insight-10","date_modified":"2026-10-23"},{"text":"Approximately one-third of food produced for human consumption is lost or wasted globally, contributing to at least 6% of total global greenhouse gas emissions.","ai_generated":true,"unit":"wwf-000304#insight-11","date_modified":"2026-10-23"},{"text":"The 'Bending the Curve' modelling indicates that while increased conservation is the most effective single action to limit future losses, it must be combined with sustainable production and consumption to avoid increasing food prices and to reverse biodiversity trends by 2030.","ai_generated":true,"unit":"wwf-000304#insight-12","date_modified":"2026-10-23"},{"text":"Only 25% of terrestrial Earth is considered 'wilderness' (areas with no human footprint), with the majority of these remaining areas located in Russia, Canada, Brazil, and Australia.","ai_generated":true,"unit":"wwf-000304#insight-13","date_modified":"2026-10-23"},{"text":"Marine ecosystems are under pressure from overfishing, pollution, and climate change; only 13% of the ocean area is considered wilderness.","ai_generated":true,"unit":"wwf-000304#insight-14","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","ecosystem service","land-use change","sustainable agriculture","climate change","natural capital","food security","planetary health"],"geography_discussed":["Americas","Brazil","Panama","Russia","Canada","Australia","Ethiopia"],"frame_perspective":[],"analysis_type":["trend analysis","predictive modelling","economic assessment"]},{"id":"gclifun-006100","url":"https://climateinsightsdirectory.org/document/gclifun-006100","title":"National framework for leapfrogging to Energy Efficient Appliances and Equipment in Malawi (Refrigerators and Distribution Transformers) through regulatory and financing mechanism","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2019-12-31","source_url":"https://www.greenclimate.fund/sites/default/files/document/readiness-proposals-malawi-unep-ctcn-strategic-frameworks_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The proposal seeks USD 347,838 over 18 months to develop mandatory Minimum Energy Performance Standards (MEPS) and labelling schemes for refrigerators and distribution transformers in Malawi. It aims to reduce electricity losses and GHG emissions by creating a policy roadmap, strengthening institutional capacity, and identifying financing mechanisms to facilitate market transformation toward higher efficiency products.","ai_generated":true,"unit":"gclifun-006100#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Malawi's electricity access is low, with only 12.7% of the population having access, making the reduction of electricity losses a priority for the government to manage budget burdens caused by subsidized electricity.","ai_generated":true,"unit":"gclifun-006100#insight-1","date_modified":"2026-10-23"},{"text":"The lack of dedicated energy efficiency policies and minimum energy performance standards prevents a sustainable market shift toward efficient products, which is critical as refrigerators may already account for over 30% of domestic electricity consumption.","ai_generated":true,"unit":"gclifun-006100#insight-2","date_modified":"2026-10-23"},{"text":"Adopting Best Available Technologies (BAT) for refrigerators and distribution transformers is projected to reduce greenhouse gas emissions by 228 tons per year by 2030.","ai_generated":true,"unit":"gclifun-006100#insight-3","date_modified":"2026-10-23"},{"text":"The project will establish mandatory Minimum Energy Performance Standards (MEPS), High Energy Performance Standards (HEPS), and a labelling scheme for refrigerators and distribution transformers.","ai_generated":true,"unit":"gclifun-006100#insight-4","date_modified":"2026-10-23"},{"text":"A key objective is to develop national policy roadmaps that include monitoring, verification, and enforcement (MV&E) frameworks, consumer awareness campaigns, and capacity building for customs officials.","ai_generated":true,"unit":"gclifun-006100#insight-5","date_modified":"2026-10-23"},{"text":"The proposal includes the design of financing mechanisms to accelerate deployment, such as import duty reductions, on-the-bill payments, and bulk procurement programs.","ai_generated":true,"unit":"gclifun-006100#insight-6","date_modified":"2026-10-23"},{"text":"The project aims to build national capacity so that the same regulatory approach can be applied to other appliances in the future, such as air conditioners, lighting, and industrial electric motors.","ai_generated":true,"unit":"gclifun-006100#insight-7","date_modified":"2026-10-23"},{"text":"The initiative is part of a broader regional effort, with similar proposals being prepared for Botswana, Eswatini, Lesotho, Zambia, Namibia, Tanzania, and Zimbabwe to potentially harmonize standards at a sub-regional level.","ai_generated":true,"unit":"gclifun-006100#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","greenhouse gas emissions","climate finance","electrical grid","capacity building"],"geography_discussed":["Botswana","Eswatini","Lesotho","Zambia","Namibia","Tanzania","Zimbabwe","South Africa"],"frame_perspective":[],"analysis_type":["policy proposal","technical assistance framework","economic assessment"]},{"id":"wri-000459","url":"https://climateinsightsdirectory.org/document/wri-000459","title":"Putting People at the Center of Climate Action","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"statement","language":"en","date_published":"2019-12-08","source_url":"https://www.wri.org/insights/putting-people-center-climate-action","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The commentary asserts that bold climate action is not a trade-off with economic growth but an engine for it, potentially delivering $26 trillion in net global economic benefits by 2030. It advocates for 'people-centered climate action' that uses inclusive processes to unlock benefits for marginalized groups, such as recycling carbon pricing revenues to support low-income households. The text provides sector-specific opportunities in energy, urban planning, and food systems, while emphasizing that adaptation investments of $1.8 trillion could yield $7.1 trillion in benefits. It highlights real-world examples from Indonesia, Canada, and Spain to demonstrate how low-carbon transitions can reduce poverty and create millions of green jobs.","ai_generated":true,"unit":"wri-000459#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global climate action to reduce greenhouse gas emissions could provide $26 trillion in net economic benefits and create over 65 million new low-carbon jobs by 2030, while preventing more than 700,000 deaths caused by air pollution.","ai_generated":true,"unit":"wri-000459#insight-1","date_modified":"2026-10-23"},{"text":"People-centered climate action is defined by three core components: utilizing an inclusive process, purposefully unlocking social and economic benefits, and ensuring a just transition from high-carbon economies to further equity.","ai_generated":true,"unit":"wri-000459#insight-2","date_modified":"2026-10-23"},{"text":"Carbon pricing and fossil fuel subsidy reforms can be designed to avoid regressive impacts by recycling revenues back to citizens via tax credits, direct payments, or public programs, as seen in Canada and Indonesia.","ai_generated":true,"unit":"wri-000459#insight-3","date_modified":"2026-10-23"},{"text":"Low-carbon urban development can significantly reduce emissions and costs; implementing such measures in cities could support 87 million jobs by 2030 and potentially generate $23.9 trillion in savings by 2050.","ai_generated":true,"unit":"wri-000459#insight-4","date_modified":"2026-10-23"},{"text":"Transforming food and land-use systems could generate $5.7 trillion in annual economic gains by 2030, double rural income growth, and create over 120 million new jobs in poor rural communities.","ai_generated":true,"unit":"wri-000459#insight-5","date_modified":"2026-10-23"},{"text":"Strategic investments in climate adaptation—specifically in early-warning systems, mangrove protection, dryland crop production, water management, and resilient infrastructure—could turn an $1.8 trillion investment into $7.1 trillion in net benefits between 2020 and 2030.","ai_generated":true,"unit":"wri-000459#insight-6","date_modified":"2026-10-23"},{"text":"Indonesia's Low-Carbon Development Initiative analysis suggests that cutting emissions by nearly 43% by 2030 could add $5.4 trillion to the country's GDP by 2045 and create over 15 million additional green jobs.","ai_generated":true,"unit":"wri-000459#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon price","fossil fuel subsidy","just transition","renewable energy","solar energy","wind power","electric vehicle","carbon sequestration","climate change adaptation","climate finance","Low carbon development","urban planning","public transport","Climate-smart agriculture","deforestation","Mangrove restoration","early warning system","water management","infrastructure resilience","climate justice"],"geography_discussed":["Indonesia","Canada","Spain","Costa Rica","People's Republic of China","Kenya","Colombia","Nigeria","Niger","Bangladesh","Togo","Tanzania","France","Chile","Ecuador","United States","Sweden","Medellín","Lagos","Bogotá","New York City"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"wri-001847","url":"https://climateinsightsdirectory.org/document/wri-001847","title":"ADAPTATION’S THIRST: ACCELERATING THE CONVERGENCE OF WATER AND CLIMATE ACTION","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-12-02","source_url":"https://files.wri.org/s3fs-public/uploads/Water_and_Climate_Adaptation_Paper_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for a shift from stationary water management—which relies on historical data—to a resilience-based approach that combines robustness and flexibility to address the deep uncertainties of a changing climate. It proposes an Action Framework for Climate-Resilient Water Management across four domains: governance and participation, information and learning, system diversity and connectivity, and infrastructure and technology. The authors emphasize that water is a systemic resource linking food security, public health, and energy, and argue that economic and financial tools, such as green bonds and index-based insurance, must be updated to value resilience over short-term cost-optimization.","ai_generated":true,"unit":"wri-001847#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is undermining the long-standing assumption of 'stationarity' in water management, where past hydrological patterns were used to predict future risks. This leads to 'brittle' solutions and a false sense of security, as seen in the failure of 1-in-100-year flood defenses during events like Hurricane Harvey.","ai_generated":true,"unit":"wri-001847#insight-1","date_modified":"2026-10-23"},{"text":"Climate-resilient water management requires a strategic balance between robustness—measures that perform well across many possible future scenarios—and flexibility—the capacity to adjust and reorganize as new information emerges.","ai_generated":true,"unit":"wri-001847#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose a four-domain Action Framework for Climate-Resilient Water Management: Governance and Participation; Information and Learning; System Diversity and Connectivity; and Infrastructure, Technology and Management.","ai_generated":true,"unit":"wri-001847#insight-3","date_modified":"2026-10-23"},{"text":"Water-related climate impacts are systemic and cross-sectoral, affecting energy production (with projected reductions in usable capacity for 61–74% of hydropower and 81–86% of thermoelectric plants worldwide between 2040–2069) and food security.","ai_generated":true,"unit":"wri-001847#insight-4","date_modified":"2026-10-23"},{"text":"Traditional economic cost-benefit analyses often fail to justify adaptation because they heavily discount future risks and prioritize short-term optimization. The paper suggests using real options analysis and multi-objective resilience assessments to better value long-term flexibility.","ai_generated":true,"unit":"wri-001847#insight-5","date_modified":"2026-10-23"},{"text":"There is a growing market for certified green and climate bonds to fund resilience, exemplified by the Netherlands issuing a €5.98 billion certified climate bond in May 2019, which was oversubscribed by more than three times.","ai_generated":true,"unit":"wri-001847#insight-6","date_modified":"2026-10-23"},{"text":"To ensure equity, adaptation must incorporate rights-based approaches and balance scientific data with local knowledge, preventing the marginalization of vulnerable groups and ensuring the human right to water and sanitation.","ai_generated":true,"unit":"wri-001847#insight-7","date_modified":"2026-10-23"},{"text":"Digital innovations, such as Water Accounting-plus (WA+) and the South Asia Drought Monitoring System (SADMS), are critical for providing the high-confidence, updated data needed to manage non-stationary water risks.","ai_generated":true,"unit":"wri-001847#insight-8","date_modified":"2026-10-23"}],"climate_tags":["water scarcity","flood","climate finance","climate bond","nature-based solutions","climate justice","Integrated Water Resources Management","Sustainable Development Goals","Paris Agreement"],"geography_discussed":["Netherlands","Mexico City","Zimbabwe","India","United States","Laos"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","strategic framework"]},{"id":"iisd-002131","url":"https://climateinsightsdirectory.org/document/iisd-002131","title":"Current Status of Article 6 of the Paris Agreement: Internationally Transferred Mitigation Outcomes (ITMOs)","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/status-article-6-paris-agreement.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the transition from Kyoto-era carbon credits to ITMOs under Article 6 of the Paris Agreement, detailing the two primary cooperation avenues (Article 6.2 and 6.4) and the remaining challenges in establishing a rulebook. It categorizes potential project types, analyzes Canada's preparations—including waste sector partnerships in Chile and LNG exports—and highlights the economic potential of Article 6 to reduce NDC implementation costs by half by 2030 if properly regulated to avoid double counting and 'hot air'.","ai_generated":true,"unit":"iisd-002131#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Article 6 establishes two primary pathways for international cooperation using ITMOs: a decentralized cooperative approach for trading under Article 6.2, and a UN-governed mechanism under Article 6.4.","ai_generated":true,"unit":"iisd-002131#insight-1","date_modified":"2026-10-23"},{"text":"ITMOs differ from previous schemes like the Clean Development Mechanism (CDM) because they count toward a country's Nationally Determined Contributions (NDCs) and require more government involvement, though they still rely on the concept of 'additionality'.","ai_generated":true,"unit":"iisd-002131#insight-2","date_modified":"2026-10-23"},{"text":"As of December 2019, a formal rulebook for Article 6 had not been finalized, with unresolved disputes regarding the Adaptation Fund, the inclusion of REDD+ activities, the transition of Kyoto Protocol credits, and methods to prevent double counting.","ai_generated":true,"unit":"iisd-002131#insight-3","date_modified":"2026-10-23"},{"text":"Potential Article 6 projects are categorized into four types: new initiatives specifically for Article 6, pre-existing CDM/JI initiatives, carbon pricing readiness initiatives, and international regimes outside the UNFCCC such as CORSIA.","ai_generated":true,"unit":"iisd-002131#insight-4","date_modified":"2026-10-23"},{"text":"Canada is preparing for Article 6 through various initiatives, including a CAD 7 million program (2017–2021) to help Chile reduce methane emissions in the waste sector, and exploring the export of liquefied natural gas (LNG) to replace coal in Asia.","ai_generated":true,"unit":"iisd-002131#insight-5","date_modified":"2026-10-23"},{"text":"Canadian provincial efforts include Saskatchewan's interest in transferring carbon capture and storage (CCS) technology and Alberta's consideration of forestry and agricultural offsets for ITMO trading.","ai_generated":true,"unit":"iisd-002131#insight-6","date_modified":"2026-10-23"},{"text":"Modelling suggests Article 6 could reduce the annual cost of implementing NDCs by USD 250 billion (50%) by 2030 and potentially remove 50% more emissions if savings are reinvested.","ai_generated":true,"unit":"iisd-002131#insight-7","date_modified":"2026-10-23"},{"text":"Critical risks for ITMOs include the potential for developing countries to oversell credits and compromise their own NDCs, the transfer of 'hot air' from countries with targets above business-as-usual, and the risk that developed nations use ITMOs to avoid domestic climate action.","ai_generated":true,"unit":"iisd-002131#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","Nationally Determined Contributions","carbon credit","clean development mechanism","Reducing emissions from deforestation and forest degradation","climate finance","Adaptation Fund","carbon price","liquefied natural gas","carbon capture and storage"],"geography_discussed":["Canada","Chile","Peru","Nigeria","Colombia","Kenya","Japan","United States","Vietnam","Burkina Faso","Saskatchewan","Alberta","Quebec","California"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"iisd-002170","url":"https://climateinsightsdirectory.org/document/iisd-002170","title":"Support to Fuel Consumption for Fisheries","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/support-to-fuel-consumption%20-fisheries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the prevalence and scale of fuel subsidies in the fisheries sector, highlighting a significant gap between reported WTO notifications and actual support levels. It finds that while both OECD and non-OECD countries use fuel tax concessions and direct price support to maintain fisher competitiveness and income stability, such measures often lead to unsustainable fishing levels. The brief emphasizes the need for greater transparency and the application of fossil fuel subsidy reform lessons to achieve sustainable fisheries management.","ai_generated":true,"unit":"iisd-002170#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fuel support is a major component of fisheries subsidies globally; one estimate for 2018 values total fisheries subsidies at USD 35.4 billion, with USD 7.7 billion specifically allocated to fuel, of which USD 5.9 billion was granted in developing countries.","ai_generated":true,"unit":"iisd-002170#insight-1","date_modified":"2026-10-23"},{"text":"Fuel support is widespread across both developed and developing nations. Among 29 OECD economies, nine use fuel tax concessions and one uses market price support, totaling approximately USD 330.8 million in 2017. Among 14 surveyed non-OECD economies, eight use either tax concessions or direct price support, totaling about USD 2.257 billion in 2017.","ai_generated":true,"unit":"iisd-002170#insight-2","date_modified":"2026-10-23"},{"text":"China and Indonesia provide the largest amounts of fuel support among non-OECD economies, with China's direct fuel support amounting to approximately USD 2 billion and Indonesia's fuel tax exemptions reaching USD 133 million.","ai_generated":true,"unit":"iisd-002170#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency and a disparity in data reporting within the WTO. Many fuel subsidies are missing from ASCM notifications, as members often use a restrictive definition of 'specificity' or implement universal pricing policies that are not accounted for in fisheries discussions.","ai_generated":true,"unit":"iisd-002170#insight-4","date_modified":"2026-10-23"},{"text":"While governments use fuel subsidies to protect fishers' incomes and competitiveness against oil price volatility, evidence suggests these measures are the least likely to support long-term income and may instead encourage unsustainable production levels.","ai_generated":true,"unit":"iisd-002170#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance"],"geography_discussed":["People's Republic of China","Indonesia","India","Mexico","Brazil","Costa Rica","Canada","Norway"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","data synthesis"]},{"id":"newclim-000080","url":"https://climateinsightsdirectory.org/document/newclim-000080","title":"The role of geothermal and coal in Kenya's electricity sector","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2019-11-12","source_url":"http://www.newclimate.org/resources/publications/the-role-of-geothermal-and-coal-in-kenyas-electricity-sector-and","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that geothermal energy is significantly more cost-effective and sustainable than coal for Kenya's electricity sector. It highlights that geothermal power has a lower Levelised Cost of Electricity (LCOE) of approximately USD 10 cents/kWh compared to USD 29.5 cents/kWh for coal. The report warns that planned coal plants in Lamu and Kitui could increase electricity costs by up to 50% due to surplus capacity and result in approximately 1,620 premature deaths by 2065 due to air pollution. Geothermal energy is also found to create three times more domestic employment per MW than coal and aligns better with Kenya's target to reduce greenhouse gas emissions by 30% below business as usual by 2030.","ai_generated":true,"unit":"newclim-000080#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Geothermal power is significantly cheaper than coal in Kenya's 2017-2037 Least Cost Power Development Plan (LCPDP), with a Levelised Cost of Electricity (LCOE) of approximately USD 10 cents/kWh compared to USD 29.5 cents/kWh for coal, largely because coal is expected to operate at a very low capacity factor.","ai_generated":true,"unit":"newclim-000080#insight-1","date_modified":"2026-10-23"},{"text":"The planned 981 MW coal plant in Lamu could increase electricity costs by up to 50% due to surplus capacity. Furthermore, the take-or-pay purchase power agreement (PPA) for the Lamu plant includes a high capacity charge of USD 360 million per year, or roughly KES 100 million per day, which Kenya Power must pay regardless of whether the power is used.","ai_generated":true,"unit":"newclim-000080#insight-2","date_modified":"2026-10-23"},{"text":"Geothermal energy provides greater domestic economic benefits than coal, creating three times more domestic employment per MW of new capacity. This is attributed to Kenya's existing local expertise in geothermal energy, whereas coal development would rely heavily on foreign labour for construction, operation, and maintenance.","ai_generated":true,"unit":"newclim-000080#insight-3","date_modified":"2026-10-23"},{"text":"Coal power plants pose significant health and environmental risks compared to geothermal plants, which emit less than 1% of the air pollutants produced by coal plants of equal capacity. It is estimated that if both the Lamu and Kitui coal plants are built, approximately 1,620 Kenyans would die prematurely from air pollution by 2065.","ai_generated":true,"unit":"newclim-000080#insight-4","date_modified":"2026-10-23"},{"text":"Replacing coal with low-carbon alternatives like geothermal could save almost 3 MtCO2 annually by 2037. Using a shadow carbon price, these emissions savings could result in annual cost savings of USD 160-320 million by 2037.","ai_generated":true,"unit":"newclim-000080#insight-5","date_modified":"2026-10-23"},{"text":"To ensure security of supply and reduce site dependency, Kenya should diversify its geothermal development beyond the Olkaria fields—where half of the capacity is expected to remain by 2035—by developing fields such as Suswa, Longonot, Akiira, and Baringo Silali.","ai_generated":true,"unit":"newclim-000080#insight-6","date_modified":"2026-10-23"}],"climate_tags":["geothermal energy","coal power","greenhouse gas emissions","air pollution","climate finance","Nationally Determined Contributions","Paris Agreement","energy transition"],"geography_discussed":["Lamu","Kitui","Olkaria","Suswa","Mount Longonot","Akiira","Baringo Silali"],"frame_perspective":[],"analysis_type":["comparative analysis","economic assessment","environmental impact assessment"]},{"id":"iisd-001100","url":"https://climateinsightsdirectory.org/document/iisd-001100","title":"Beyond Fossil Fuels: Fiscal Transition in BRICS","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2019-11","source_url":"https://www.iisd.org/system/files/publications/beyond-fossil-fuels-south-africa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document analyzes South Africa's heavy reliance on coal, which provided 89% of its electricity in 2017. It details the fiscal impact of this dependence, noting that while fossil fuel production revenues are modest, consumption taxes—primarily the fuel levy—contribute significantly to government revenue. The report also highlights the role of state-owned enterprises like Eskom and PetroSA, the risks of asset stranding, and the government's commitment to a 'just transition' and carbon taxation despite political flux in energy policy.","ai_generated":true,"unit":"iisd-001100#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa is heavily dependent on coal for its energy supply, with coal providing 76 per cent of the total energy supply and 89 per cent of the country's electricity in 2017.","ai_generated":true,"unit":"iisd-001100#insight-1","date_modified":"2026-10-23"},{"text":"The South African government derives a significant portion of its general government revenue from fossil fuel consumption taxes, totaling 6.4 per cent in 2017, with the fuel levy being the largest contributor at 5.5 per cent.","ai_generated":true,"unit":"iisd-001100#insight-2","date_modified":"2026-10-23"},{"text":"Revenues from the production of fossil fuels are relatively low, accounting for only 0.4 per cent of general government revenue in 2017, consisting of royalties and corporate income tax.","ai_generated":true,"unit":"iisd-001100#insight-3","date_modified":"2026-10-23"},{"text":"The state maintains significant ownership in the energy sector through wholly government-owned entities Eskom and PetroSA, and a 22 per cent stake in Sasol, exposing the government to asset stranding risks.","ai_generated":true,"unit":"iisd-001100#insight-4","date_modified":"2026-10-23"},{"text":"South Africa provides substantial fossil fuel subsidies, with OECD estimates of budgetary transfers and tax breaks at 2.4 per cent of general government revenue, and IEA estimates of regulated price subsidies at 5.3 per cent, largely driven by free basic electricity access.","ai_generated":true,"unit":"iisd-001100#insight-5","date_modified":"2026-10-23"},{"text":"The government's Nationally Determined Contribution (NDC) includes plans to decarbonize the electricity sector by 2050 at an estimated cost of USD 349 billion and explicitly mentions the need for a 'just transition' for workers.","ai_generated":true,"unit":"iisd-001100#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coal","fossil fuel subsidy","carbon tax","energy transition","just transition","stranded asset","renewable energy","Nationally Determined Contributions","carbon capture and storage","Grid decarbonization","fiscal policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["fiscal analysis","economic assessment"]},{"id":"iisd-002546","url":"https://climateinsightsdirectory.org/document/iisd-002546","title":"Beyond Fossil Fuels: Fiscal Transition in BRICS","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2019-11","source_url":"https://www.iisd.org/system/files/publications/beyond-fossil-fuels-brazil.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Brazil's economy is influenced by significant fossil fuel reserves, particularly 'pre-salt' oil, though it is the least dependent on fossil fuels among BRICS nations due to biofuels and hydropower. In 2017, fossil fuel revenues accounted for 6.8% of general government revenue, while subsidies represented 0.3% of GDP. The government continues to seek increased oil and gas production despite climate commitments to reduce greenhouse gas emissions by 43% by 2030. Fiscal complexities include high state-level VAT on fuels, significant tax exemptions for production, and the earmarking of royalties for health and education.","ai_generated":true,"unit":"iisd-002546#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Brazil possesses fossil fuel reserves totaling approximately 16.5 GtCO2 if extracted, consisting of 10.9 GtCO2 of coal, 4.9 GtCO2 of oil, and 0.8 GtCO2 of natural gas.","ai_generated":true,"unit":"iisd-002546#insight-1","date_modified":"2026-10-23"},{"text":"In 2017, fossil fuel revenues contributed 6.8% of general government revenue, with consumption taxes providing 4.1% and production revenues providing 2.8%.","ai_generated":true,"unit":"iisd-002546#insight-2","date_modified":"2026-10-23"},{"text":"The Brazilian government's fiscal position is impacted by fossil fuel subsidies, which the OECD estimated at 0.3% of GDP or 1.1% of general government revenue in 2017.","ai_generated":true,"unit":"iisd-002546#insight-3","date_modified":"2026-10-23"},{"text":"Brazil's climate targets include a relative reduction in fossil fuel energy use and an absolute reduction of greenhouse gas emissions by 43% by 2030 compared to 2005 levels.","ai_generated":true,"unit":"iisd-002546#insight-4","date_modified":"2026-10-23"},{"text":"The state-owned company Petrobras, 64% owned by the government, faces risks from asset stranding and is tied to oil production requirements due to loans from the China Development Bank repaid in oil shipments.","ai_generated":true,"unit":"iisd-002546#insight-5","date_modified":"2026-10-23"},{"text":"Fiscal revenues from oil and gas royalties are earmarked for social spending, with 75% allocated to education and 25% to health care, though recent legislative moves may divert these funds toward pipeline production.","ai_generated":true,"unit":"iisd-002546#insight-6","date_modified":"2026-10-23"}],"climate_tags":["petroleum industry","fossil fuel demand","climate finance","greenhouse gas emissions","carbon tax","fossil fuel subsidy","stranded asset","biofuel","hydropower","coal power","natural gas"],"geography_discussed":["Rio de Janeiro","Espírito Santo","Bolivia","People's Republic of China"],"frame_perspective":[],"analysis_type":["fiscal analysis","economic assessment","policy review"]},{"id":"eesi-000459","url":"https://climateinsightsdirectory.org/document/eesi-000459","title":"Nature as Resilient Infrastructure: An Overview of Nature-Based Solutions","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"fact sheet","language":"en","date_published":"2019-10-16","source_url":"https://www.eesi.org/papers/view/fact-sheet-nature-as-resilient-infrastructure-an-overview-of-nature-based-solutions","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for the integration of nature-based solutions (NbS)—including green and natural infrastructure—into U.S. national infrastructure planning. It highlights that NbS are often more cost-effective and resilient than traditional 'gray' infrastructure, providing significant benefits in flood mitigation, heat reduction, and carbon sequestration. The text provides specific economic data on the cost-savings of living shorelines and green storm drainage systems compared to concrete alternatives, while emphasizing the co-benefits of improved water quality and public health.","ai_generated":true,"unit":"eesi-000459#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The United States faces a significant funding gap for traditional 'gray' infrastructure, with the American Society of Civil Engineers estimating cumulative repair needs of $4.6 trillion through 2025 and a funding gap of $2.1 trillion.","ai_generated":true,"unit":"eesi-000459#insight-1","date_modified":"2026-10-23"},{"text":"Coastal nature-based solutions are often more cost-effective than gray infrastructure; for example, living shorelines cost an average of $361 per linear foot as of June 2019, which is approximately one-third of the $1,022 per linear foot cost for concrete bulkheads.","ai_generated":true,"unit":"eesi-000459#insight-2","date_modified":"2026-10-23"},{"text":"Nature-based solutions provide substantial economic protection against storm damage, with coastal wetlands estimated to provide $23.2 billion in annual storm protection across the U.S. and a specific case study showing $625 million in property damages prevented during Hurricane Sandy (2012).","ai_generated":true,"unit":"eesi-000459#insight-3","date_modified":"2026-10-23"},{"text":"In urban environments, green infrastructure for storm drainage is significantly cheaper than traditional gray infrastructure; in Los Angeles, a retrofit is estimated to cost between $2.8 and $7.4 billion for green infrastructure versus $44 billion for gray, while in Philadelphia, the cost difference is $1.2 billion versus $6 billion over 25 years.","ai_generated":true,"unit":"eesi-000459#insight-4","date_modified":"2026-10-23"},{"text":"Nature-based solutions mitigate the 'urban heat island' effect caused by gray infrastructure. Without intervention, 150 U.S. cities are projected to experience 30+ days per year with a heat index above 105°F by 2050 under a business-as-usual scenario.","ai_generated":true,"unit":"eesi-000459#insight-5","date_modified":"2026-10-23"},{"text":"Beyond hazard mitigation, nature-based solutions offer environmental co-benefits, including carbon sequestration—where one square mile of salt marshes stores carbon equivalent to 76,000 gallons of gasoline—and a potential reduction in water treatment costs by 25 percent or more.","ai_generated":true,"unit":"eesi-000459#insight-6","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","green infrastructure","climate change adaptation","climate change mitigation","carbon sequestration","sea level rise","coastal flood","storm surge","urban heat island","water quality","Flood risk management"],"geography_discussed":["Los Angeles","Philadelphia","New York City","Gulf of Mexico","Connecticut","Florida"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"rmi-000385","url":"https://climateinsightsdirectory.org/document/rmi-000385","title":"Electrifying The Underserved","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2019-10-08","source_url":"https://rmi.org/resources/undergrid-business-models/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a significant economic opportunity for undergrid minigrids in Nigeria, potentially saving distribution companies $30–60 million annually and generating $1 billion in annual revenue for operators. It proposes four business models—operator-led, SPV-led, cooperative-led, and collaborative SPV-led—to facilitate development and suggests that proof-of-concept projects in Nigeria could enable global scaling in areas where utilities cannot fully serve customers.","ai_generated":true,"unit":"rmi-000385#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Implementing 4,000 undergrid minigrid projects in Nigeria could result in annual savings of $30–60 million for distribution companies, $170 million in energy expenditures for communities, and $1 billion in annual revenue for minigrid owners.","ai_generated":true,"unit":"rmi-000385#insight-1","date_modified":"2026-10-23"},{"text":"The report proposes four distinct business models for undergrid minigrid development: a private minigrid operator-led approach, a special purpose vehicle (SPV)-led model (which may include distribution company investors), a community-formed cooperative-led approach, and a collaborative SPV-led model with shared ownership and operation.","ai_generated":true,"unit":"rmi-000385#insight-2","date_modified":"2026-10-23"},{"text":"While the undergrid minigrid concept is new and requires exploratory projects to refine models, successful proof of concept in Nigeria could lead to rapid scaling globally in regions where distributed energy resources can provide cost-effective power where utilities cannot.","ai_generated":true,"unit":"rmi-000385#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Mini-grids","distributed generation","rural electrification"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["economic assessment","policy framework"]},{"id":"sei-001471","url":"https://climateinsightsdirectory.org/document/sei-001471","title":"Eesti kliimaambitsiooni tõstmise võimaluste analüüs","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"et","date_published":"2019-10-01","source_url":"https://www.sei.org/wp-content/uploads/2019/10/memo-lisa-1-kliimaambitsiooni-uuring-01.10.2019-lõplik-lõplik.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis concludes that climate neutrality in Estonia by 2050 is potentially profitable in the long term, requiring an estimated investment of 17.3 billion euros between 2021 and 2050. The majority of these costs (approximately 13.1 billion euros) would be borne by the private sector. The report emphasizes that delaying strategic decisions will increase costs and complexity. Key priorities for 2021-2030 include accelerating energy efficiency in buildings, transport, and industry, transitioning electricity and heat production to renewables, and establishing national carbon sequestration goals for the LULUCF sector. While the initial investment phase (2021-2030) will see costs exceed revenues, the long-term weighted average marginal cost is negative, meaning revenues will eventually exceed costs. The report warns that new oil shale production plants would significantly increase the risk of failing to reach climate neutrality due to added emissions and high regulatory risks.","ai_generated":true,"unit":"sei-001471#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Achieving climate neutrality in Estonia by 2050 is technically possible and potentially profitable in the long term, provided there are strategically smart investments across the private, public, and non-profit sectors.","ai_generated":true,"unit":"sei-001471#insight-1","date_modified":"2026-10-23"},{"text":"The estimated investment required for climate neutrality between 2021 and 2050 is approximately 17.3 billion euros, assuming 85% of analyzed measures are fully implemented. This figure is not an additional cost compared to the previous goal of 80% emission reduction, as that goal already required extensive investments in energy, efficiency, and transport.","ai_generated":true,"unit":"sei-001471#insight-2","date_modified":"2026-10-23"},{"text":"The funding for these investments is split between the private sector (approximately 13.1 billion euros) and the public sector (approximately 4.2 billion euros), representing a ratio of 76% private and 24% public funding.","ai_generated":true,"unit":"sei-001471#insight-3","date_modified":"2026-10-23"},{"text":"The economic impact is characterized by high initial costs during the investment phase (2021-2030), but the long-term weighted average marginal cost is negative, indicating that total revenues will eventually exceed total costs.","ai_generated":true,"unit":"sei-001471#insight-4","date_modified":"2026-10-23"},{"text":"To reach climate neutrality, Estonia must rely on the LULUCF sector or strategic CCS/CCU technologies, as total zero emissions are unlikely in agriculture, transport, and industry. To ensure carbon sequestration, forest harvesting volumes should decrease from 12 million m3/year to approximately 10 million m3/year in the early 2020-2050 period, and to 8 million m3/year by the end of the period.","ai_generated":true,"unit":"sei-001471#insight-5","date_modified":"2026-10-23"},{"text":"The construction of additional oil shale production and pre-refining plants is viewed as a high risk that would significantly hinder the achievement of climate neutrality by increasing emissions and exposing the state to regulatory and economic risks.","ai_generated":true,"unit":"sei-001471#insight-6","date_modified":"2026-10-23"},{"text":"Priority actions for 2021-2030 include accelerating energy efficiency in buildings, transport, and industry; transitioning electricity and heat to renewables; and agreeing on a national carbon sequestration goal for the LULUCF sector.","ai_generated":true,"unit":"sei-001471#insight-7","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","energy efficiency","renewable energy","Villevocance","carbon capture and storage","carbon capture and utilization","energy transition","climate finance","forestry"],"geography_discussed":["Ida-Viru County","Tallinn","Tartu"],"frame_perspective":[],"analysis_type":["economic assessment","technical feasibility study","policy analysis"]},{"id":"client-000799","url":"https://climateinsightsdirectory.org/document/client-000799","title":"No money for old lignite","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"research paper","language":"en","date_published":"2019-10","source_url":"https://www.clientearth.org/media/h4sdu4mo/no-money-for-old-lignite-clientearth-legal-analysis-ce-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis argues that large compensation payments to German lignite operators are unlikely to be legally justified because the sector is currently loss-making and most plants have already amortised their investments. Under the German Constitution, compensation is only required in cases of 'exceptional hardship', which is unlikely given the plants' low profitability. Furthermore, such payments would likely be classified as EU State aid, requiring European Commission approval. The document suggests the Commission would struggle to find such aid proportionate or necessary, as market forces and high carbon prices are already driving closures, and other countries like the UK have phased out coal without compensation.","ai_generated":true,"unit":"client-000799#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The German lignite sector is currently loss-making, with the fleet losing approximately €664 million in the first half of 2019. Future projections for 2020-2022 suggest losses of up to €1.8 billion for older lignite plants.","ai_generated":true,"unit":"client-000799#insight-1","date_modified":"2026-10-23"},{"text":"Most German lignite plants have been operational for 25 years or more, meaning they have likely fully depreciated and operators have amortised their investments, weakening the legal argument for compensation.","ai_generated":true,"unit":"client-000799#insight-2","date_modified":"2026-10-23"},{"text":"Under Article 14(1) of the German Constitution, compensation for redefining property rights is only required if the action results in 'exceptional hardship' or 'undue harm'. Given the current unprofitability of the lignite fleet, establishing such hardship is considered challenging.","ai_generated":true,"unit":"client-000799#insight-3","date_modified":"2026-10-23"},{"text":"Compensation for lignite plant closures would likely be classified as EU State aid because it is not required under general principles of national law. This would necessitate approval from the European Commission to ensure compatibility with the internal market.","ai_generated":true,"unit":"client-000799#insight-4","date_modified":"2026-10-23"},{"text":"The European Commission is unlikely to approve large compensation packages because they may fail the 'incentive effect' and 'proportionality' tests. Market conditions, such as high ETS carbon prices, may already be driving closures without the need for state intervention.","ai_generated":true,"unit":"client-000799#insight-5","date_modified":"2026-10-23"},{"text":"The document notes that other nations have implemented coal phase-outs without compensation, specifically citing the UK's plan to close coal plants by 2025 via an emissions intensity limit of 450g CO2/kWh.","ai_generated":true,"unit":"client-000799#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","carbon price","European Union Emission Trading Scheme 1","decarbonization","air pollution","energy transition"],"geography_discussed":["United Kingdom","Netherlands","Poland"],"frame_perspective":[],"analysis_type":["legal analysis","economic assessment"]},{"id":"iisd-002441","url":"https://climateinsightsdirectory.org/document/iisd-002441","title":"India's Energy Transition: The Cost of Meeting Air Pollution Standards in the Coal-fired Electricity Sector","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2019-08-05","source_url":"https://www.iisd.org/publications/indias-energy-transition-cost-meeting-air-pollution-standards","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document estimates that installing SOx, NOx, and PM pollution-control technology in India's coal power plants will cost up to INR 86,135 crore (USD 12 billion), potentially increasing electricity tariffs by 9–21 per cent. It argues that the Ministry of Power must enforce strict compliance to ensure air pollution externalities are reflected in power prices and to prevent non-compliant plants from continuing operations without a phase-out plan.","ai_generated":true,"unit":"iisd-002441#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total capital expenditure needed for SOx, NOx, and PM pollution-control technology is estimated at INR 86,135 crore (USD 12 billion), which drops to INR 73,176 crore (USD 10 billion) if plants scheduled for retirement by 2027 are omitted.","ai_generated":true,"unit":"iisd-002441#insight-1","date_modified":"2026-10-23"},{"text":"Compliance costs are expected to increase the price of coal power by INR 0.32 to INR 0.72 per kWh, representing an approximate increase of 9–21 per cent in average tariffs.","ai_generated":true,"unit":"iisd-002441#insight-2","date_modified":"2026-10-23"},{"text":"Despite 2015 legislation and a 2018 amendment regarding emissions of sulphur oxides, nitrogen oxides, particulate matter, and mercury, almost no coal plants had installed the required equipment by the original December 2017 deadline, leading to an extension until 2022.","ai_generated":true,"unit":"iisd-002441#insight-3","date_modified":"2026-10-23"},{"text":"To ensure standards are met, the Ministry of Power should prohibit non-compliant plants from generating power unless they have a clear phase-out plan or have made material progress in construction and tendering.","ai_generated":true,"unit":"iisd-002441#insight-4","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","particulates","environmental impact of mercury","energy transition","energy subsidy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["economic assessment","policy analysis"]},{"id":"clipolin-001111","url":"https://climateinsightsdirectory.org/document/clipolin-001111","title":"From Digging to Planting: A Sustainable Economic Transition for Berau, East Kalimantan","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2019-08","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2019/08/From-Digging-to-Planting.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the economic fragility of Berau, East Kalimantan, caused by its heavy reliance on coal mining, which contributes over 60% of its GRDP. While the district is shifting toward palm oil, the study warns that mono-cropping palm oil risks replicating the same commodity-dependency trap. It recommends a transition plan based on increasing productivity and efficiency over land expansion, diversifying into high-value crops like pepper and cocoa, and developing downstream processing refineries to capture added value. Additionally, the report suggests optimizing government revenue through 'Own-Source Revenue' and implementing innovative ecological fiscal transfer mechanisms to reward sustainable land management.","ai_generated":true,"unit":"clipolin-001111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Berau's economy is highly vulnerable to price shocks due to its extreme dependence on coal, which regularly accounts for more than 60% of the district's Gross Regional Domestic Product (GRDP) and provides about 24% of government revenue via royalties.","ai_generated":true,"unit":"clipolin-001111#insight-1","date_modified":"2026-10-23"},{"text":"The rapid expansion of palm oil in Berau has led to a lack of economic diversity, with palm oil now occupying roughly 90% of the planted area and 31% of plantation land, while other estate crops like coconut, rubber, and cocoa have declined.","ai_generated":true,"unit":"clipolin-001111#insight-2","date_modified":"2026-10-23"},{"text":"Berau's palm oil productivity is significantly lower than national benchmarks; Fresh Fruit Bunches (FFB) yields are under 17 tons/ha compared to the national best practice of 22 tons/ha, and Crude Palm Oil (CPO) yields are 2.0–2.8 tons/ha against a national average of 3.5 tons/ha.","ai_generated":true,"unit":"clipolin-001111#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant opportunity to increase economic value by establishing local refineries, as Berau currently lacks a single refinery and must export raw CPO to eight refineries across Indonesia and Malaysia.","ai_generated":true,"unit":"clipolin-001111#insight-4","date_modified":"2026-10-23"},{"text":"Diversifying into other estate crops could be more profitable than palm oil; specifically, pepper production value per hectare has averaged more than three times that of palm oil FFB smallholders and nearly double that of private companies.","ai_generated":true,"unit":"clipolin-001111#insight-5","date_modified":"2026-10-23"},{"text":"The growth of the palm oil sector has not translated into significant local government revenue, as only 2% of the total tax contribution from the sector returns to Berau via the Revenue Sharing Fund (DBH).","ai_generated":true,"unit":"clipolin-001111#insight-6","date_modified":"2026-10-23"},{"text":"The report suggests implementing ecological fiscal transfer mechanisms, such as the Ecology-based Provincial Budget Transfer (TAPE) and Ecology-based District Budget Transfer (TAKE), to reward the protection of forests.","ai_generated":true,"unit":"clipolin-001111#insight-7","date_modified":"2026-10-23"},{"text":"Jurisdictional RSPO certification for the entire district could increase added value by an estimated IDR 31—158 million per year, leveraging global price premiums of 1–4% for certified sustainable palm oil.","ai_generated":true,"unit":"clipolin-001111#insight-8","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biodiversity loss","sustainable agriculture","economic diversity","climate finance","land use","biofuel","greenhouse gas emissions"],"geography_discussed":["Indonesia","Malaysia"],"frame_perspective":[],"analysis_type":["economic assessment","fiscal analysis","policy recommendation"]},{"id":"eesi-000038","url":"https://climateinsightsdirectory.org/document/eesi-000038","title":"Fossil Fuel Subsidies: A Closer Look at Tax Breaks and Societal Costs","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"fact sheet","language":"en","date_published":"2019-07-29","source_url":"https://www.eesi.org/papers/view/fact-sheet-fossil-fuel-subsidies-a-closer-look-at-tax-breaks-and-societal-costs","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details various direct and indirect U.S. tax subsidies for coal, oil, and natural gas, alongside federal R&D funding and overseas financing. It highlights that global fossil fuel subsidies, including negative externalities, reached $5.2 trillion in 2017. The authors argue that these subsidies are difficult to justify given the maturity of the industry and the severe health, environmental, and climate externalities—such as the social cost of carbon and air pollution deaths—that are not reflected in fuel prices.","ai_generated":true,"unit":"eesi-000038#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"U.S. direct subsidies to the fossil fuel industry are conservatively estimated at approximately $20 billion annually, with 80 percent going to crude oil and natural gas and 20 percent to coal.","ai_generated":true,"unit":"eesi-000038#insight-1","date_modified":"2026-10-23"},{"text":"Global spending on fossil fuel subsidies, including negative externalities, rose to $5.2 trillion (6.5 percent of global GDP) in 2017, representing a $500 billion increase from 2015. The largest subsidizers were China ($1.4 trillion in 2015), the United States ($649 billion), and Russia ($551 billion).","ai_generated":true,"unit":"eesi-000038#insight-2","date_modified":"2026-10-23"},{"text":"The U.S. tax code contains several specific provisions that benefit the fossil fuel industry, including the Intangible Drilling Costs Deduction, Percentage Depletion, and the use of Master Limited Partnerships (MLPs), the latter of which allows companies to avoid corporate income taxes.","ai_generated":true,"unit":"eesi-000038#insight-3","date_modified":"2026-10-23"},{"text":"Federal R&D funding has heavily favored coal; between 2010 and 2017, 91 percent of total fossil R&D money ($1.4 billion) was spent on coal-related research, with 89 percent of the 794 projects focusing on coal.","ai_generated":true,"unit":"eesi-000038#insight-4","date_modified":"2026-10-23"},{"text":"Carbon Capture and Storage (CCS) is unlikely to save the domestic coal industry due to negative economics and high energy intensity, despite its necessity in IPCC warming scenarios.","ai_generated":true,"unit":"eesi-000038#insight-5","date_modified":"2026-10-23"},{"text":"Fossil fuel externalities—including health, environmental, and climate costs—totaled $5.3 trillion globally in 2015. In the U.S., air pollutants from fossil fuels cause 200,000 premature deaths annually.","ai_generated":true,"unit":"eesi-000038#insight-6","date_modified":"2026-10-23"},{"text":"The Social Cost of Carbon (SCC) was estimated at $36 per metric ton of CO2 in 2015 (at a 3 percent discount rate), but the Trump administration proposed reducing this to $6 per metric ton by shifting to a national valuation and altering the discount rate.","ai_generated":true,"unit":"eesi-000038#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","greenhouse gas emissions","carbon capture and storage","renewable energy","air pollution","direct air capture","climate finance"],"geography_discussed":["World","European Union","People's Republic of China","Russia"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"client-000225","url":"https://climateinsightsdirectory.org/document/client-000225","title":"Assessment of Options for Replacement of Bełchatów Lignite Power Plant","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"report","language":"en","date_published":"2019-07","source_url":"https://www.clientearth.org/media/1mefgnew/assessment-of-options-for-replacement-of-the-belchatow-lignite-power-plant-ext-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates options for replacing Poland's Bełchatów Lignite Power Plant, concluding that a 'Coal Exit' strategy by 2035—replacing coal with renewables (RES) and gas—is more cost-efficient and beneficial for health and employment than maintaining current policies. The Coal Exit scenario is projected to reduce CO2 emissions by 38% and total system costs by €64 billion compared to the Reference scenario, while increasing total employment by 76%. Specifically, phasing out Bełchatów earlier contributes €4 billion to these savings and approximately 50 million tonnes to the overall CO2 reduction.","ai_generated":true,"unit":"client-000225#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 'Coal Exit' strategy by 2035 is more cost-efficient than the Reference scenario, with total system cost savings of €64 billion, which represents 9.5% of overall system costs.","ai_generated":true,"unit":"client-000225#insight-1","date_modified":"2026-10-23"},{"text":"The Coal Exit scenario significantly reduces emissions compared to the Reference scenario, lowering CO2 emissions by 38% and other emissions (such as SOx, NOx, and dust) by 42-64%.","ai_generated":true,"unit":"client-000225#insight-2","date_modified":"2026-10-23"},{"text":"Phasing out the Bełchatów Lignite Power Plant earlier than in the Reference scenario specifically contributes €4 billion to the total system savings and approximately 50 million tonnes to the total CO2 reduction of the Coal Exit scenario.","ai_generated":true,"unit":"client-000225#insight-3","date_modified":"2026-10-23"},{"text":"The transition to a Coal Exit scenario is projected to increase employment opportunities for the Polish workforce, with direct employment estimated to be 45% higher and total employment (including indirect effects) 76% higher than in the Reference scenario.","ai_generated":true,"unit":"client-000225#insight-4","date_modified":"2026-10-23"},{"text":"Security of supply in the Coal Exit scenario is maintained through the use of natural gas and potential storage as back-up, while the increased deployment of renewables reduces Poland's dependency on power imports.","ai_generated":true,"unit":"client-000225#insight-5","date_modified":"2026-10-23"},{"text":"While the Coal Exit scenario reduces coal reliance, it leads to increased natural gas demand, which the report states is consistent with Poland's strategy to diversify gas sources via LNG and the Baltic pipeline.","ai_generated":true,"unit":"client-000225#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","offshore wind power","photovoltaics","natural gas","carbon dioxide emissions","energy transition","Levelized cost of energy","air pollution","European Union Emission Trading Scheme 1"],"geography_discussed":["Europe"],"frame_perspective":[],"analysis_type":["economic assessment","technological feasibility study","scenario modelling"]},{"id":"iisd-001921","url":"https://climateinsightsdirectory.org/document/iisd-001921","title":"The (Public) Cost of Pollution: Ontario’s fossil fuel subsidies","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"executive summary","language":"en","date_published":"2019-07","source_url":"https://www.iisd.org/system/files/publications/public-cost-of-pollution-summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2018/19, Ontario provided nearly CAD 700 million in public subsidies for fossil fuel consumption, primarily through tax exemptions for aviation, rail, and agriculture, and spending on natural gas expansion. The report argues that these subsidies represent foregone revenue that could be redirected toward education, healthcare, and job training, while hindering the transition to a clean economy. It recommends that Ontario undertake a transparent self-review of all fossil fuel subsidies, develop a phase-out action plan, and establish guidelines to prevent new subsidies that are inconsistent with a low-carbon economy.","ai_generated":true,"unit":"iisd-001921#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ontario provided nearly CAD 700 million in public subsidies for fossil fuel consumption in the previous year.","ai_generated":true,"unit":"iisd-001921#insight-1","date_modified":"2026-10-23"},{"text":"The largest subsidies in Ontario are divided into three main categories: CAD 320 million in 2018/19 for aviation and rail fuel tax exemptions, CAD 225 million in 2018/19 for coloured fuel tax exemptions used in agriculture, and CAD 100 million promised in Budget 2018 for natural gas expansion.","ai_generated":true,"unit":"iisd-001921#insight-2","date_modified":"2026-10-23"},{"text":"The report suggests that phasing out these subsidies could fund public services, specifically estimating it could provide education for 52,700 students, job training for 70,000 workers, or annual public health care for 189,000 Ontarians.","ai_generated":true,"unit":"iisd-001921#insight-3","date_modified":"2026-10-23"},{"text":"To reform these subsidies, the document recommends that Ontario conduct a published self-review of all fossil fuel subsidies, create a phase-out action plan, and implement guidelines to ensure no new subsidies are introduced unless they are essential, time-limited, and consistent with a long-term low-carbon economy.","ai_generated":true,"unit":"iisd-001921#insight-4","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","agriculture","natural gas","low-carbon economy","energy efficiency","renewable energy"],"geography_discussed":["Canada"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"iisd-002470","url":"https://climateinsightsdirectory.org/document/iisd-002470","title":"Getting to 23 Per Cent: Strategies to scale up renewables in Indonesia","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-07","source_url":"https://www.iisd.org/system/files/publications/23-per-cent-renewables-indonesia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Indonesia is currently off target for its 2025 renewable energy goals, with installed capacity at 9.4 GW by the end of 2018, failing to meet the Ministry of Energy and Mineral Resources' target of 15.5 GW. The report identifies a 'trilemma' where the government struggles to simultaneously keep electricity tariffs low, maintain low subsidy costs, and meet renewable targets. To address this, the authors recommend a moratorium on new coal plants, a massive scale-up of rooftop solar, a shift from biofuels to bioenergy, and a revamp of the pricing mechanism to reflect full economic costs rather than just the local average generation cost (BPP).","ai_generated":true,"unit":"iisd-002470#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indonesia is failing to meet its renewable energy targets; total renewable installed capacity was 9.4 GW at the end of 2018, significantly below the Ministry of Energy and Mineral Resources' target of 15.5 GW for the second quarter of 2018.","ai_generated":true,"unit":"iisd-002470#insight-1","date_modified":"2026-10-23"},{"text":"The power sector is dominated by coal, with an oversupply in Java and Bali. Indonesia had approximately 39 GW of operational coal-fired capacity in 2018, and the RUPTL 2019–2028 plans another 25 GW of new coal plants.","ai_generated":true,"unit":"iisd-002470#insight-2","date_modified":"2026-10-23"},{"text":"The use of the local average generation cost (BPP) as a price benchmark is non-transparent and biased against renewables, as it is linked to subsidized coal prices and often caps renewable purchase prices at 85 per cent of the BPP.","ai_generated":true,"unit":"iisd-002470#insight-3","date_modified":"2026-10-23"},{"text":"Rooftop solar development is hindered by Regulation No. 49/2018, which limits installation capacity to 100 per cent of grid-installed capacity and only credits exported energy at 65 per cent of the customer tariff.","ai_generated":true,"unit":"iisd-002470#insight-4","date_modified":"2026-10-23"},{"text":"The government's focus on biodiesel (B20) to create a domestic market for crude palm oil (CPO) has negatively impacted the trade balance, losing USD 553 million from May 2018 to April 2019 due to the opportunity cost of not exporting CPO.","ai_generated":true,"unit":"iisd-002470#insight-5","date_modified":"2026-10-23"},{"text":"Biodiesel policies risk increasing greenhouse gas emissions and deforestation; some estimates suggest palm oil biodiesel can have three times the emissions of diesel oil due to peatland drainage and forest expansion.","ai_generated":true,"unit":"iisd-002470#insight-6","date_modified":"2026-10-23"},{"text":"The Indonesian electricity grid consists of over 600 isolated local grids, many of which are too fragile to absorb significant amounts of intermittent renewable power without upgrades in interconnectors and storage.","ai_generated":true,"unit":"iisd-002470#insight-7","date_modified":"2026-10-23"},{"text":"The report proposes a 'win-win-win' strategy to provide subsidized 900 VA customers with 700 W rooftop solar panels, which could save the government IDR 3.35 trillion (USD 232 million) in annual electricity subsidies.","ai_generated":true,"unit":"iisd-002470#insight-8","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","coal power","solar energy","rooftop photovoltaic system","biofuel","bioenergy","greenhouse gas emissions","electrical grid","climate finance","energy justice","power purchase agreement","feed-in tariff"],"geography_discussed":["Java","Bali","Sumatra","Kalimantan","Sulawesi","Lombok Island","European Union","United States"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","strategic recommendations"]}]}