{"query_echo":{"q":"","filters":{"analysis_type":["Quantitative Analysis"]},"warnings":[]},"total":{"value":472,"relation":"eq"},"page":10,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Quantitative+Analysis&page=10","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Quantitative+Analysis&page=11","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":"iisd-003175","url":"https://climateinsightsdirectory.org/document/iisd-003175","title":"Investor–State Disputes in the Fossil Fuel Industry","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-12","source_url":"https://www.iisd.org/system/files/2022-01/investor%E2%80%93state-disputes-fossil-fuel-industry.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies the fossil fuel industry as the most litigious sector in the ISDS system, accounting for nearly 20% of all known cases. It highlights a significant lack of transparency, with 54% of concluded cases remaining confidential. Findings show that investors frequently win on the merits (72% of disclosed cases) and receive substantially higher awards than non-fossil fuel investors, averaging over USD 600 million. The analysis emphasizes the role of the Energy Charter Treaty (ECT) and contract-based arbitrations, particularly in low-income countries. The report concludes that the ISDS system can create a 'regulatory chill,' deterring states from implementing urgent climate policies and phasing out fossil fuels to meet Paris Agreement objectives.","ai_generated":true,"unit":"iisd-003175#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The fossil fuel industry is the most litigious sector in the ISDS system, representing nearly 20% of all known cases. Within this sector, the oil and gas industry accounts for 92% of arbitrations, with almost half focusing on upstream investments involving exploration and extraction.","ai_generated":true,"unit":"iisd-003175#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency in fossil fuel disputes; 54% of concluded cases are confidential, and nearly all settlements reached before a final award are also kept secret.","ai_generated":true,"unit":"iisd-003175#insight-2","date_modified":"2026-10-23"},{"text":"Investors in the fossil fuel industry have a high success rate and receive much larger financial awards than those in other sectors. In disclosed cases decided on the merits, investors succeeded in 72% of cases, with an average award of over USD 600 million—nearly five times the average for non-fossil fuel cases.","ai_generated":true,"unit":"iisd-003175#insight-3","date_modified":"2026-10-23"},{"text":"The Energy Charter Treaty (ECT) is the most frequently used international investment agreement in fossil fuel disputes, appearing in 17% of all such cases.","ai_generated":true,"unit":"iisd-003175#insight-4","date_modified":"2026-10-23"},{"text":"Contract-based arbitrations are particularly prevalent in disputes involving low-income countries, constituting nearly 60% of fossil fuel arbitrations brought against them.","ai_generated":true,"unit":"iisd-003175#insight-5","date_modified":"2026-10-23"},{"text":"The distribution of claims is skewed toward high-income investors and middle-income host states. Approximately 92% of claimants are from high-income countries, with American investors initiating nearly 30% of fossil fuel arbitrations, while lower-middle and upper-middle-income countries face the highest number of claims.","ai_generated":true,"unit":"iisd-003175#insight-6","date_modified":"2026-10-23"},{"text":"The 'carbon majors'—the most polluting fossil fuel companies—are highly active in the ISDS system, initiating 33% of all fossil fuel arbitrations and securing USD 19 billion in disclosed awards.","ai_generated":true,"unit":"iisd-003175#insight-7","date_modified":"2026-10-23"},{"text":"There is a growing trend of using ISDS to challenge climate and environmental measures. Over 30% of publicly available fossil fuel arbitration decisions contain environmental components, and new cases are emerging specifically to counteract the phasing out of fossil fuels.","ai_generated":true,"unit":"iisd-003175#insight-8","date_modified":"2026-10-23"},{"text":"Fossil fuel investors frequently employ strategies to multiply claims, such as initiating multiple arbitrations for the same project, against the same state measure, or through different parent companies over time.","ai_generated":true,"unit":"iisd-003175#insight-9","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel industry","climate change","energy transition","climate finance","Paris Agreement","Carbon lock-in","stranded asset"],"geography_discussed":["South America","Argentina","Venezuela","India","Russia","Netherlands","Germany","Canada","United States"],"frame_perspective":[],"analysis_type":["quantitative analysis","legal analysis"]},{"id":"zerotrac-000005","url":"https://climateinsightsdirectory.org/document/zerotrac-000005","title":"Post-COP26 Snapshot","publisher":{"name":"Net Zero Tracker","organization":"net-zero-tracker"},"document_type":"fact sheet","language":"en","date_published":"2021-11-25","source_url":"https://zerotracker.net/analysis/post-cop26-snapshot","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"As of November 16, 2021, net zero target coverage reached 92% for emissions and 86% for population globally. However, the document highlights significant gaps in integrity, noting that a vast majority of country, regional, and city targets fail to specify the use of offsets, and only 32% of corporate targets cover all Scope 3 emissions. Conversely, there is growing corporate momentum, with the number of companies meeting 'minimum procedural standards' nearly doubling in the last year.","ai_generated":true,"unit":"zerotrac-000005#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 16 November 2021, global net zero coverage including the European Union is 92% for emissions, 93% for GDP, and 86% for population.","ai_generated":true,"unit":"zerotrac-000005#insight-1","date_modified":"2026-10-23"},{"text":"There is a widespread lack of clarity regarding the use of carbon offsets across various entities: 91% of country targets, 78% of regional targets, 79% of city targets, and 48% of public company targets do not specify if or how offsets will be used.","ai_generated":true,"unit":"zerotrac-000005#insight-2","date_modified":"2026-10-23"},{"text":"Among the 632 largest public companies by revenue, nearly 43% plan to use offsets, but two-thirds of those companies do not specify conditions for their use. Approximately 10% of companies by revenue have explicitly ruled out offsets.","ai_generated":true,"unit":"zerotrac-000005#insight-3","date_modified":"2026-10-23"},{"text":"Corporate net zero targets often lack comprehensive emissions coverage, with only 32% covering all Scope 3 emissions and 25% covering them only partially.","ai_generated":true,"unit":"zerotrac-000005#insight-4","date_modified":"2026-10-23"},{"text":"There is increasing corporate adherence to quality standards: the number of companies meeting 'minimum procedural standards' grew from 110 to 207 in one year, while those meeting both minimum standards and UNFCCC Race to Zero leadership practices doubled from 11 to 22.","ai_generated":true,"unit":"zerotrac-000005#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate target","carbon offset","Scope 3","Nationally Determined Contributions"],"geography_discussed":["European Union"],"frame_perspective":[],"analysis_type":["quantitative analysis","snapshot"]},{"id":"sei-000549","url":"https://climateinsightsdirectory.org/document/sei-000549","title":"EU Climate Change Risk","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-11-23","source_url":"https://www.sei.org/publications/eu-climate-change-risk/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research explores how climate impacts in countries of origin can cause subsequent impacts in the EU through international markets, migration, and capital flows. While the analysis finds significant uncertainty regarding the exact dynamics of these cross-border impacts, it identifies specific 'hotspots' of risk, such as regions producing materials for EU consumption or those holding EU financial investments. The paper emphasizes that the interaction between these domains creates complex risk exposure, complicating the development of effective policy responses.","ai_generated":true,"unit":"sei-000549#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The research identifies three primary domains through which climate impacts are transmitted from other regions to the EU: trade via international markets, human security involving migration and humanitarian concerns, and finance regarding public and private capital flows.","ai_generated":true,"unit":"sei-000549#insight-1","date_modified":"2026-10-23"},{"text":"Due to uncertainties in the current research on cross-border impact dynamics, it is currently impossible to determine if the EU is more secure or vulnerable than other regions. However, risk is expected to concentrate in 'hotspots', including North America (financial investments), the Middle East and North Africa region (EU external action), and areas producing materials for EU consumption, such as Latin American soybean production.","ai_generated":true,"unit":"sei-000549#insight-2","date_modified":"2026-10-23"},{"text":"The interaction between trade, human security, and finance domains creates complex impact and response pathways, as illustrated by a historical drought event affecting soybean production in Argentina, which complicates the creation of policy responses.","ai_generated":true,"unit":"sei-000549#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate risk","international trade","climate migration","climate finance"],"geography_discussed":["North America","Middle East and North Africa","Latin America","Argentina"],"frame_perspective":[],"analysis_type":["literature review","quantitative analysis"]},{"id":"client-000935","url":"https://climateinsightsdirectory.org/document/client-000935","title":"Taking stock 2021 - are TACs set to achieve MSY?","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://www.clientearth.org/media/u23pbima/taking-stock-2021-are-tacs-set-to-achieve-msy_corrected.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while 2021 TACs show slight improvement over 2020, the EU and UK missed the 2020 deadline to end overfishing. Over 40% of analyzed TACs for 2021 still exceeded scientific advice. The analysis reveals a persistent lack of ambition for stocks based on precautionary advice compared to MSY-based advice, and for bycatch stocks compared to target stocks. It also highlights systemic failures in transparency and the improper implementation of the landing obligation, which risks further overfishing.","ai_generated":true,"unit":"client-000935#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2020 deadline to end overfishing was missed, and progress toward sustainable TACs has been too slow. In 2021, 42% of the number of TACs were set above scientific advice, compared to 48% in 2020. For EU only stocks, this was 36%, and for EU/UK shared stocks, it was 46%.","ai_generated":true,"unit":"client-000935#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disparity in how stocks are managed based on the type of scientific advice available. In 2021, only 43% of TACs for stocks with precautionary advice followed scientific advice, whereas 73% of TACs for MSY-assessed stocks followed advice.","ai_generated":true,"unit":"client-000935#insight-2","date_modified":"2026-10-23"},{"text":"Bycatch stocks are consistently managed with lower ambition than target stocks. The percentage of TACs exceeding scientific advice for bycatch stocks was 52% in 2021, compared to 33% for target stocks.","ai_generated":true,"unit":"client-000935#insight-3","date_modified":"2026-10-23"},{"text":"The UK has demonstrated an environmentally progressive approach to forage fish, such as sandeel, by setting TACs below single stock advice to account for ecosystem needs and predator-prey interactions.","ai_generated":true,"unit":"client-000935#insight-4","date_modified":"2026-10-23"},{"text":"Poor implementation and control of the landing obligation, combined with catch-based TACs and unreported discards, create a high risk of overfishing and undermine future stock assessments.","ai_generated":true,"unit":"client-000935#insight-5","date_modified":"2026-10-23"},{"text":"The TAC-setting process suffers from a systemic lack of transparency and accountability, which is not compliant with international requirements and prevents civil society engagement.","ai_generated":true,"unit":"client-000935#insight-6","date_modified":"2026-10-23"},{"text":"European Commission reporting on MSY progress can be misleading by focusing on the volume of landings rather than the number of stocks, which effectively ignores smaller, depleted stocks in need of recovery.","ai_generated":true,"unit":"client-000935#insight-7","date_modified":"2026-10-23"},{"text":"Several fish stocks remain in a dire state, with six stocks below the biomass limit reference point (Blim) in 2021, including various cod and whiting stocks in the Celtic Sea, West of Scotland, and Kattegat.","ai_generated":true,"unit":"client-000935#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Northeast Atlantic","Bay of Biscay","France","Norway"],"frame_perspective":[],"analysis_type":["policy assessment","quantitative analysis","legal review"]},{"id":"ember-000215","url":"https://climateinsightsdirectory.org/document/ember-000215","title":"Отказът на Германия от въглищата до 2030 г. поставя в изолация останалите замърсители от ЕС","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"bg","date_published":"2021-11","source_url":"https://ember-energy.org/app/uploads/2021/12/Bulgarian-Remaining-EU-Coal-Power-Polluters.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the projected decline of coal-fired power in the EU by 2030, noting that while most member states are rapidly transitioning, Poland, Czechia, and Bulgaria will account for over 95% of the EU's planned coal electricity production by that year. It emphasizes that Germany's commitment to exit coal by 2030 isolates these three countries, whose combined coal reduction (42% from 2015 to 2030) lags significantly behind the 99% reduction seen in the other 27 EU nations.","ai_generated":true,"unit":"ember-000215#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"EU-wide coal electricity production is projected to drop by 83% between 2015 and 2030, falling from 705 TWh to 118 TWh based on current national government plans.","ai_generated":true,"unit":"ember-000215#insight-1","date_modified":"2026-10-23"},{"text":"Poland, Czechia, and Bulgaria are identified as the primary remaining coal polluters in the EU, together responsible for more than 95% of the planned coal electricity production for 2030, with Poland at 63%, Czechia at 18%, and Bulgaria at 14%.","ai_generated":true,"unit":"ember-000215#insight-2","date_modified":"2026-10-23"},{"text":"There is a stark contrast in the speed of coal phase-outs: while 27 EU countries are expected to reduce coal power by 99% between 2015 and 2030, Poland, Czechia, and Bulgaria are projected to achieve only a 42% total reduction.","ai_generated":true,"unit":"ember-000215#insight-3","date_modified":"2026-10-23"},{"text":"Germany's decision to phase out coal by 2030 has significantly lowered the EU's projected coal production for that year; previously, Germany intended to produce 134 TWh of coal electricity in 2030.","ai_generated":true,"unit":"ember-000215#insight-4","date_modified":"2026-10-23"},{"text":"Specific national timelines for coal phase-outs vary widely: Poland has stated it will stop coal by 2049, Czechia's new government aims for a date before 2038, and Bulgaria announced a phase-out by 2038 or 2040.","ai_generated":true,"unit":"ember-000215#insight-5","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","greenhouse gas emissions","climate policy","decarbonization"],"geography_discussed":["Germany","Poland","Czech Republic","Bulgaria","Greece","North Macedonia","Romania","Croatia","Slovenia"],"frame_perspective":[],"analysis_type":["policy assessment","quantitative analysis"]},{"id":"ember-000295","url":"https://climateinsightsdirectory.org/document/ember-000295","title":"A German 2030 exit will isolate remaining EU coal power polluters","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://ember-energy.org/app/uploads/2021/12/English-Remaining-EU-Coal-Power-Polluters.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The EU is rapidly phasing out coal, with planned electricity generation from coal expected to fall by 83% between 2015 and 2030. However, Poland, Czechia, and Bulgaria are transitioning much more slowly, and are projected to be responsible for over 95% of the EU's planned coal-generated electricity in 2030.","ai_generated":true,"unit":"ember-000295#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU is significantly accelerating its coal phase-out; planned electricity generation from coal in 2030 has decreased by more than 58% in less than two years since the submission of National Energy & Climate Plans. This reduction is expected to avoid an additional 89-152 million tonnes of CO2 emissions in 2030.","ai_generated":true,"unit":"ember-000295#insight-1","date_modified":"2026-10-23"},{"text":"By 2030, three countries—Poland, Czechia, and Bulgaria—will account for over 95% of the EU's planned electricity generation from coal, with Poland responsible for 63%, Czechia for 18%, and Bulgaria for 14%. While the rest of the EU-27 is projected to reduce coal power output by 99% between 2015 and 2030, these three countries are offering a combined decline of only 42%.","ai_generated":true,"unit":"ember-000295#insight-2","date_modified":"2026-10-23"},{"text":"Poland's transition is particularly slow; it generated 70% of its electricity from coal in 2020 and has confirmed a coal exit by 2049, which is only one year before the EU's climate neutrality deadline.","ai_generated":true,"unit":"ember-000295#insight-3","date_modified":"2026-10-23"},{"text":"Czechia and Bulgaria have also set phase-out dates far beyond 2030. Czechia's coal commission recommended a phase-out in 2038, though a new government aims for a date before 2038. Bulgaria's draft National Recovery and Resilience Plan submitted on 15 October 2021 suggests a phase-out in 2038 or 2040.","ai_generated":true,"unit":"ember-000295#insight-4","date_modified":"2026-10-23"}],"climate_tags":["coal power","energy transition","electricity generation","carbon dioxide emissions","1.5 degree Celsius climate target"],"geography_discussed":["Germany","Poland","Czech Republic","Bulgaria","Croatia","Romania","Slovenia","Greece","North Macedonia"],"frame_perspective":[],"analysis_type":["policy assessment","quantitative analysis"]},{"id":"ember-000366","url":"https://climateinsightsdirectory.org/document/ember-000366","title":"Rezygnacja Niemiec z energetyki węglowej do 2030 r. pozostawia pozostałych producentów energii elektrycznej opartej na węglu w izolacji","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"pl","date_published":"2021-11","source_url":"https://ember-energy.org/app/uploads/2021/12/Polish-Remaining-EU-Coal-Power-Polluters.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while the EU is rapidly reducing coal power, with planned production falling by 83% between 2015 and 2030, three countries—Poland, the Czech Republic, and Bulgaria—will account for over 95% of the EU's planned coal electricity generation by 2030. Germany's commitment to exit coal by 2030 has further isolated these three nations, which are phasing out coal significantly slower than the rest of the EU-27.","ai_generated":true,"unit":"ember-000366#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The European Union is rapidly reducing its reliance on coal, with planned coal-fired electricity production expected to drop by 83% from 2015 to 2030, decreasing from 705 TWh to 118 TWh.","ai_generated":true,"unit":"ember-000366#insight-1","date_modified":"2026-10-23"},{"text":"By 2030, Poland, the Czech Republic, and Bulgaria are projected to be responsible for more than 95% of the EU's planned coal-based electricity generation, with Poland accounting for 63%, the Czech Republic 18%, and Bulgaria 14%.","ai_generated":true,"unit":"ember-000366#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant gap in the speed of coal phase-outs: while the other 24 EU countries plan to reduce coal electricity production by 99% between 2015 and 2030, Poland, the Czech Republic, and Bulgaria propose a combined reduction of only 42%.","ai_generated":true,"unit":"ember-000366#insight-3","date_modified":"2026-10-23"},{"text":"Germany's decision to exit coal by 2030 has significantly lowered the EU's projected coal generation for 2030; previously, Germany planned to produce 134 TWh, which was over one-third of the total EU coal energy in the original National Energy and Climate Plans.","ai_generated":true,"unit":"ember-000366#insight-4","date_modified":"2026-10-23"},{"text":"Poland's transition is notably slow, with a commitment to phase out coal by 2049, just one year before the EU's overall climate neutrality target.","ai_generated":true,"unit":"ember-000366#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","electricity generation","greenhouse gas emissions"],"geography_discussed":["Poland","Czech Republic","Bulgaria","Germany","Greece","North Macedonia","Romania","Croatia","Slovenia"],"frame_perspective":[],"analysis_type":["policy assessment","quantitative analysis"]},{"id":"isdglo-000141","url":"https://climateinsightsdirectory.org/document/isdglo-000141","title":"RECIPROCAL DYNAMICS BETWEEN AUSTRALIA’S POLITICAL FRINGES ON TWITTER","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"research paper","language":"en","date_published":"2021-10","source_url":"https://www.isdglobal.org/wp-content/uploads/2022/03/Reciprocal-Dynamics-Between-Australias-Political-Fringes-on-Twitter.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis of 404,375 tweets from 151 far-left and 75 far-right accounts reveals that both groups are primarily driven by oppositional narratives, where activity by one fringe inspires counter-mobilisation by the other. While the far right frequently engaged in hateful content targeting minorities and promoted conspiratorial views on COVID-19, the far left focused on social and economic justice, with only a small fraction of content meeting specific definitions of antisemitism. The report concludes that the far left does not pose a security threat equivalent to the far right and suggests that moderating far-right extremism could reduce overall counter-mobilisation.","ai_generated":true,"unit":"isdglo-000141#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Oppositional narratives and discussion about political opponents serve as primary drivers for mobilisation on both the far right and far left, meaning surges in activity by one group likely trigger counter-mobilisation by the other.","ai_generated":true,"unit":"isdglo-000141#insight-1","date_modified":"2026-10-23"},{"text":"Far-right Twitter activity is characterised by hostile narratives targeting marginalised communities, specifically anti-trans hate speech, and the promotion of COVID-19 conspiracy theories, including vaccine scepticism and anti-mask rhetoric.","ai_generated":true,"unit":"isdglo-000141#insight-2","date_modified":"2026-10-23"},{"text":"Far-left Twitter activity focuses predominantly on economic and social justice, including workers' rights, institutional racism, and anti-capitalism, with few instances of hostile narratives except for antipathy toward police following the death of George Floyd.","ai_generated":true,"unit":"isdglo-000141#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant divide in media consumption: far-right users rely heavily on hyper-partisan and radical ideological sources, whereas far-left users engage more frequently with mainstream or centrist media such as ABC News.","ai_generated":true,"unit":"isdglo-000141#insight-4","date_modified":"2026-10-23"},{"text":"A small proportion of far-left content was identified as antisemitic under the IHRA working definition, specifically where contemporary Israeli policy was compared to Nazi Germany; 17 out of 257 tweets (6%) mentioning Israel contained such comparisons.","ai_generated":true,"unit":"isdglo-000141#insight-5","date_modified":"2026-10-23"},{"text":"The research concludes that describing the far left as a threat equivalent to the far right is inaccurate, and that policing far-right extremism could potentially reduce left-wing counter-mobilisation.","ai_generated":true,"unit":"isdglo-000141#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["Victoria","United States","United Kingdom","People's Republic of China","Israel","Palestine"],"frame_perspective":[],"analysis_type":["social media analysis","quantitative analysis","qualitative analysis","natural language processing"]},{"id":"gem-000152","url":"https://climateinsightsdirectory.org/document/gem-000152","title":"NO NEW COAL BY 2021","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/No-New-Coal-by-2021-the-collapse-of-the-global-pipeline_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The global pipeline of proposed coal power plants has collapsed by 76% since the 2015 Paris Agreement, with 1,175GW of projects cancelled. While China remains the largest pursuer of coal, hosting 55% of the remaining pre-construction pipeline, many OECD and non-OECD countries have already committed to or are positioned for 'no new coal'. The report highlights that action by six countries—China, India, Viet Nam, Indonesia, Turkey, and Bangladesh—could remove 82% of the remaining global pre-construction pipeline.","ai_generated":true,"unit":"gem-000152#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global pre-construction pipeline for coal power plants decreased by 76% between 2015 and July 2021, with 1,175GW of planned projects cancelled.","ai_generated":true,"unit":"gem-000152#insight-1","date_modified":"2026-10-23"},{"text":"A small group of six countries—China, India, Viet Nam, Indonesia, Turkey, and Bangladesh—account for over 80% of the world's remaining pre-construction pipeline; their collective action could eliminate 82% of it.","ai_generated":true,"unit":"gem-000152#insight-2","date_modified":"2026-10-23"},{"text":"China hosts 55% of the global pre-construction pipeline (163GW) and over half of the world's operating coal fleet, although it has cancelled 484GW of projects since the Paris Agreement.","ai_generated":true,"unit":"gem-000152#insight-3","date_modified":"2026-10-23"},{"text":"In the OECD and EU, the coal pipeline has collapsed by 85% since 2015, and 56% of operating capacity has either closed since 2010 or is scheduled for closure by 2030.","ai_generated":true,"unit":"gem-000152#insight-4","date_modified":"2026-10-23"},{"text":"Among non-OECD countries excluding China, the pre-construction pipeline fell by 77% since 2015, with 552GW cancelled compared to 105GW entering operation.","ai_generated":true,"unit":"gem-000152#insight-5","date_modified":"2026-10-23"},{"text":"China is currently the last major provider of public finance for overseas coal projects; ending this support could lead to the cancellation of over 40GW of projects across 20 countries.","ai_generated":true,"unit":"gem-000152#insight-6","date_modified":"2026-10-23"},{"text":"In India, the pre-construction pipeline has decreased by 92% since 2015, with 326GW of projects cancelled, driven by the increasing cost-competitiveness of renewables.","ai_generated":true,"unit":"gem-000152#insight-7","date_modified":"2026-10-23"},{"text":"South-East Asia's coal pipeline decreased by 63% since 2015, with Malaysia becoming the region's first 'no new coal' nation via its Energy Transition Plan 2021-2040.","ai_generated":true,"unit":"gem-000152#insight-8","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa's pipeline has fallen by 47% since 2015 to 15GW, with Chinese financial institutions involved in 76% of the region's total pipeline (11.4GW).","ai_generated":true,"unit":"gem-000152#insight-9","date_modified":"2026-10-23"},{"text":"South Africa's state utility Eskom is in a financial crisis with approximately $28bn in debt, partly due to cost overruns and delays at the Medupi and Kusile mega-projects.","ai_generated":true,"unit":"gem-000152#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","climate finance","renewable energy","Net-zero emissions","power purchase agreement","stranded asset","Carbon Border Adjustment Mechanism","Nationally Determined Contributions"],"geography_discussed":["People's Republic of China","India","Vietnam","Indonesia","Turkey","Bangladesh","United Kingdom","Germany","South Africa","Malaysia","European Union","OECD"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy assessment"]},{"id":"cliinstca-000215","url":"https://climateinsightsdirectory.org/document/cliinstca-000215","title":"Vulnérabilité aux inondations et changements climatiques","publisher":{"name":"Canadian Climate Institute","organization":"canadian-climate-institute"},"document_type":"case study","language":"fr","date_published":"2021-08-17","source_url":"https://institutclimatique.ca/publications/vulnerabilite-aux-inondations-et-changements-climatiques/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines flood risk in Windsor, Ontario, by combining geospatial hazard data with socioeconomic indicators. It finds that while riverine flood risk is relatively evenly distributed across social groups, pluvial (surface) flood risk is significantly higher for Black households, Indigenous people, and other visible minorities. The authors argue that traditional risk assessments focusing only on physical exposure overlook these environmental injustices, and recommend that mitigation resources and communication strategies be targeted toward socioeconomically vulnerable communities to improve cost-effectiveness and equity.","ai_generated":true,"unit":"cliinstca-000215#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the Windsor Census Metropolitan Area (CMA), 22.6% of residential properties (26,722) are exposed to riverine flood hazards, while 16.6% (19,582) are exposed to pluvial flood hazards.","ai_generated":true,"unit":"cliinstca-000215#insight-1","date_modified":"2026-10-23"},{"text":"There is a statistically significant correlation between socioeconomic vulnerability and pluvial flood risk, with Black households, Indigenous populations, other visible minorities, and single-parent families being disproportionately exposed.","ai_generated":true,"unit":"cliinstca-000215#insight-2","date_modified":"2026-10-23"},{"text":"Unlike pluvial risks, riverine flood exposure in the Windsor CMA does not show significant racial or social disparities; for instance, Black households were found to have a lower risk of riverine flooding.","ai_generated":true,"unit":"cliinstca-000215#insight-3","date_modified":"2026-10-23"},{"text":"Integrating socioeconomic vulnerability into risk assessments reveals 'hot spots' and environmental injustices that traditional methods—which focus only on physical exposure and hazards—fail to capture.","ai_generated":true,"unit":"cliinstca-000215#insight-4","date_modified":"2026-10-23"},{"text":"The authors recommend that flood risk communication and awareness campaigns be specifically adapted for the most vulnerable populations due to the identified correlations between marginalization and flood risk.","ai_generated":true,"unit":"cliinstca-000215#insight-5","date_modified":"2026-10-23"},{"text":"Beyond physical infrastructure, the study suggests that social programs targeting determinants of vulnerability—such as low income, unemployment, and high housing costs—can reduce overall flood risk.","ai_generated":true,"unit":"cliinstca-000215#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Flood risk management","environmental justice","climate change adaptation","urban planning"],"geography_discussed":["Canada"],"frame_perspective":[],"analysis_type":["case study","geospatial analysis","quantitative analysis","correlation analysis"]},{"id":"cliinstca-000214","url":"https://climateinsightsdirectory.org/document/cliinstca-000214","title":"Flood Vulnerability and Climate Change","publisher":{"name":"Canadian Climate Institute","organization":"canadian-climate-institute"},"document_type":"case study","language":"en","date_published":"2021-08-13","source_url":"https://climateinstitute.ca/publications/flood-vulnerability-and-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study uses geospatial and quantitative analysis in Windsor, Ontario, to demonstrate that combining flood hazard exposure with a neighbourhood deprivation index reveals 'hot spots' of risk that traditional physical assessments miss. It finds that marginalized and racialized populations, particularly Black households, are disproportionately exposed to pluvial (surface water) flooding, while no such significant disparity was found for fluvial (riverine) flooding. The authors argue that integrating socioeconomic vulnerability into risk management allows for more equitable allocation of resources and targeted social programs to reduce overall vulnerability.","ai_generated":true,"unit":"cliinstca-000214#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the Windsor CMA, 22.6 per cent of residential properties are exposed to fluvial flood hazards and 16.6 per cent are exposed to pluvial flood hazards.","ai_generated":true,"unit":"cliinstca-000214#insight-1","date_modified":"2026-10-23"},{"text":"The intersection of flood exposure and socioeconomic vulnerability reveals 'hot spots' of risk; fluvial risk intersects with vulnerability along the Detroit River, while pluvial risk is concentrated in dense downtown neighbourhoods.","ai_generated":true,"unit":"cliinstca-000214#insight-2","date_modified":"2026-10-23"},{"text":"Correlation analysis indicates that Black households, Indigenous peoples, other visible minorities, and lone-parent households are disproportionately exposed to pluvial (surface water) flood risk.","ai_generated":true,"unit":"cliinstca-000214#insight-3","date_modified":"2026-10-23"},{"text":"There are no statistically significant racial or social disparities in exposure to fluvial (riverine) flooding in the Windsor CMA, with Black households actually showing a lower risk of fluvial flooding.","ai_generated":true,"unit":"cliinstca-000214#insight-4","date_modified":"2026-10-23"},{"text":"Traditional flood risk assessments that focus only on hazard exposure and physical vulnerability may misdirect resources away from areas with high socioeconomic vulnerability.","ai_generated":true,"unit":"cliinstca-000214#insight-5","date_modified":"2026-10-23"}],"climate_tags":["urban flooding","climate change adaptation","environmental justice","Flood risk management"],"geography_discussed":["Canada","Ontario"],"frame_perspective":[],"analysis_type":["case study","geospatial analysis","quantitative analysis","correlation analysis"]},{"id":"commyale-000088","url":"https://climateinsightsdirectory.org/document/commyale-000088","title":"Radio stories increase conservatives' beliefs that Republicans are worried about climate change","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"research paper","language":"en","date_published":"2021-07-21","source_url":"https://climatecommunication.yale.edu/publications/radio-stories-increase-conservatives-beliefs-that-republicans-are-worried-about-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A study of 2,742 conservative respondents found that short radio stories featuring conservative voices can shift perceptions of social norms regarding climate change. Seven of twelve stories significantly increased the belief that Republicans are worried about global warming. Specific narratives, such as those involving a teenager convincing a parent or a conservative leader advocating for free-market solutions, were particularly effective in increasing beliefs that global warming is human-caused and personally harmful.","ai_generated":true,"unit":"commyale-000088#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Seven out of twelve radio stories significantly increased the perception among conservative respondents that Republicans are worried about global warming, suggesting that a single 90-second story can shift perceptions of a social norm.","ai_generated":true,"unit":"commyale-000088#insight-1","date_modified":"2026-10-23"},{"text":"Three specific stories—'Teen Changed Stepdad’s Mind', 'David Jenkins', and 'Conservative Republican’s Climate Shift'—increased the belief among conservatives that global warming is human-caused.","ai_generated":true,"unit":"commyale-000088#insight-2","date_modified":"2026-10-23"},{"text":"Four stories increased the belief that global warming would cause personal harm: 'Teen Changed Stepdad’s Mind', 'Pro-Life Energy Policy', 'David Jenkins', and 'Climate Change National Security'.","ai_generated":true,"unit":"commyale-000088#insight-3","date_modified":"2026-10-23"},{"text":"The 'Teen Changed Stepdad’s Mind' and 'David Jenkins' stories were the most effective overall; the former increased beliefs that global warming is human-caused, personally harmful, and a concern for Republicans, while the latter increased beliefs that it is human-caused, personally harmful, and increased the respondents' own level of worry.","ai_generated":true,"unit":"commyale-000088#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change communication","climate policy"],"geography_discussed":["Abita Springs"],"frame_perspective":[],"analysis_type":["experimental study","quantitative analysis"]},{"id":"clipolin-000063","url":"https://climateinsightsdirectory.org/document/clipolin-000063","title":"Strengthening Environmental Studies for Federal Land Infrastructure Concessions","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"policy brief","language":"en","date_published":"2021-06-17","source_url":"https://www.climatepolicyinitiative.org/publication/strengthening-environmental-studies-for-federal-land-infrastructure-concessions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief analyzes the gap between international guidelines, sectoral manuals, and the actual implementation of environmental studies for land infrastructure in the Legal Amazon. It finds that studies prioritize socio-economic and physical factors over the biotic environment, often fail to comply with their own terms of reference, and lack coordination between the EVTEA and EIA phases. The authors recommend making EVTEAs mandatory before EIAs, incorporating international standards into binding terms of reference, and establishing transparent approval criteria to reduce environmental risks and transaction costs.","ai_generated":true,"unit":"clipolin-000063#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Environmental studies for land infrastructure prioritize socio-economic and physical environments over the biotic environment (fauna and flora). This emphasis in the EVTEA phase misses the opportunity to integrate biotic analysis into the project feasibility equation before environmental licensing begins.","ai_generated":true,"unit":"clipolin-000063#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant overlap between the EVTEA and EIA, with approximately 30% of components analyzed in EIAs also appearing in EVTEAs. The document argues that mandatory correlation between these two studies would create efficiency gains and allow certain analyses to be conducted earlier.","ai_generated":true,"unit":"clipolin-000063#insight-2","date_modified":"2026-10-23"},{"text":"Environmental studies in the analyzed projects fail to incorporate all ten of the most relevant socio-environmental components identified in international guidelines. Specifically, riverine communities were not included in any of the studies reviewed.","ai_generated":true,"unit":"clipolin-000063#insight-3","date_modified":"2026-10-23"},{"text":"Compliance with government sectoral manuals is low; railroad projects incorporated an average of 47% of components from the VALEC manual, while highway projects incorporated an average of 54% from the DNIT manual.","ai_generated":true,"unit":"clipolin-000063#insight-4","date_modified":"2026-10-23"},{"text":"Environmental studies frequently fail to comply with their own Terms of Reference (TR). While highway EVTEAs complied with their TRs, none of the analyzed EIAs were fully compliant.","ai_generated":true,"unit":"clipolin-000063#insight-5","date_modified":"2026-10-23"},{"text":"The sector suffers from a lack of transparency regarding environmental documentation. Only one project, Ferrogrão, had complete information available for all environmental studies and their respective terms of reference.","ai_generated":true,"unit":"clipolin-000063#insight-6","date_modified":"2026-10-23"}],"climate_tags":["environmental impact assessment","biodiversity","deforestation","water resource"],"geography_discussed":["Brazil"],"frame_perspective":[],"analysis_type":["policy brief","regulatory analysis","quantitative analysis"]},{"id":"catf-001117","url":"https://climateinsightsdirectory.org/document/catf-001117","title":"Benchmarking Methane and Other GHG Emissions of Oil & Natural Gas Production in the United States","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://cdn.catf.us/wp-content/uploads/2021/06/21092243/OilandGas_BenchmarkingReport_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 2019 emissions data for U.S. onshore oil and gas production, finding that emissions are highly concentrated among a small number of producers and basins. It highlights significant variance in emissions intensity across companies and identifies pneumatic controllers and fuel combustion equipment as primary sources of methane and CO2 emissions, respectively. The analysis also notes that official reported data likely underestimate actual emissions due to the omission of high-emitting abnormal process conditions and facilities below reporting thresholds.","ai_generated":true,"unit":"catf-001117#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A small number of producers dominate emissions; the top 100 oil and gas producers by total energy were responsible for nearly 80% of total reported methane and GHG emissions in 2019.","ai_generated":true,"unit":"catf-001117#insight-1","date_modified":"2026-10-23"},{"text":"Emissions are geographically concentrated, with the five largest basins by total oil and gas production accounting for 51% of total reported methane emissions and 78% of total reported CO2 emissions in 2019.","ai_generated":true,"unit":"catf-001117#insight-2","date_modified":"2026-10-23"},{"text":"There is extreme variation in emissions intensity among producers: natural gas producers in the highest quartile of methane emissions intensity average nearly 22 times the intensity of those in the lowest quartile, while oil and gas producers in the highest GHG intensity quartile average nearly 10 times that of the lowest quartile.","ai_generated":true,"unit":"catf-001117#insight-3","date_modified":"2026-10-23"},{"text":"Pneumatic controllers are the primary source of methane emissions in the production segment, accounting for 54% of total reported methane emissions.","ai_generated":true,"unit":"catf-001117#insight-4","date_modified":"2026-10-23"},{"text":"Fuel combustion equipment, including heaters and engines, is the leading source of CO2 emissions in the production segment, responsible for 49% of total reported CO2 emissions.","ai_generated":true,"unit":"catf-001117#insight-5","date_modified":"2026-10-23"},{"text":"Associated gas venting and flaring contribute significantly to GHG emissions in oil-heavy basins, such as the Permian basin where it accounts for 25% of total GHG emissions, but are negligible in gas-heavy basins like the Appalachian basin.","ai_generated":true,"unit":"catf-001117#insight-6","date_modified":"2026-10-23"},{"text":"Reported data from the GHGRP likely underestimate actual emissions because the methodology does not properly account for infrequent, high-emitting abnormal process conditions and excludes facilities emitting less than 25,000 metric tons of CO2e per year.","ai_generated":true,"unit":"catf-001117#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies that abandoned oil and gas wells are a significant source of methane emissions that are not captured in the GHGRP data used for this analysis.","ai_generated":true,"unit":"catf-001117#insight-8","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","greenhouse gas emissions","fossil fuel industry","emission intensity","gas flaring"],"geography_discussed":["Permian","Appalachia","Gulf Coast of the United States","Williston"],"frame_perspective":[],"analysis_type":["benchmarking","quantitative analysis"]},{"id":"prio-001799","url":"https://climateinsightsdirectory.org/document/prio-001799","title":"The Illusion of Inclusion: Assessing the Effects and Gendered Implications of Power Sharing","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2021-06","source_url":"https://cdn.cloud.prio.org/files/c7b34695-362f-46a9-947a-56be63d1a13f/The Illusion of Inclusion Assessing the Effects and Gendered Implications of Power Sharing.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The study finds that while inclusive power-sharing arrangements positively affect the proportion of seats held by women in national parliaments, they do not statistically increase women's empowerment in civil society, including their political participation, civil liberties, and civil society engagement. Using a country-year fixed effects model for 180 countries, the author argues that such institutions often provide an 'illusion of inclusion' by focusing on elite-level representation while failing to address grassroots gender inequalities.","ai_generated":true,"unit":"prio-001799#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Inclusive power-sharing arrangements have a statistically significant positive effect on the proportion of seats held by women in national parliaments.","ai_generated":true,"unit":"prio-001799#insight-1","date_modified":"2026-10-23"},{"text":"There is no statistical evidence that inclusive power-sharing arrangements increase women's empowerment in civil society, specifically regarding political participation, civil liberties, or civil society engagement.","ai_generated":true,"unit":"prio-001799#insight-2","date_modified":"2026-10-23"},{"text":"High levels of battle-related deaths and civil conflict are associated with lower levels of female inclusion and women's empowerment.","ai_generated":true,"unit":"prio-001799#insight-3","date_modified":"2026-10-23"},{"text":"The implementation of inclusive power-sharing after the adoption of UN Security Council Resolution 1325 in 2000 did not show a statistically significant additional effect on women's inclusion.","ai_generated":true,"unit":"prio-001799#insight-4","date_modified":"2026-10-23"},{"text":"Economic factors, specifically GDP per capita and petroleum production per capita, did not show a statistically significant relationship with female inclusion or women's empowerment in the fixed effects models.","ai_generated":true,"unit":"prio-001799#insight-5","date_modified":"2026-10-23"},{"text":"The author argues that power-sharing models often prioritize ethno-national identities, which can lead to the 'exclusion amid inclusion' dilemma where women and other non-elite groups are marginalized.","ai_generated":true,"unit":"prio-001799#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Lebanon","Burundi","Bosnia and Herzegovina","Kenya","Zimbabwe","South Africa","Colombia"],"frame_perspective":[],"analysis_type":["quantitative analysis","fixed effects regression","cross-national time-series analysis"]},{"id":"saiia-002016","url":"https://climateinsightsdirectory.org/document/saiia-002016","title":"Estimating the Economic Impact of Chinese BRI Investment in Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://saiia.org.za/wp-content/uploads/2021/06/Special-Report-adeniran-ekeruche-onyekwena-obiakor.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the impact of China's Belt and Road Initiative (BRI) on African infrastructure, economic growth, trade, and debt sustainability. While finding that Chinese investment helps close the infrastructure gap and can boost GDP, the authors note risks including debt distress in specific countries, environmental degradation, and the crowding out of local manufacturing by Chinese imports. Case studies in Kenya, Ethiopia, and Nigeria demonstrate positive outcomes in transport and energy, though the failure of Nigeria's NIGCOM satellite highlights risks of using the continent as a testing ground. The report concludes that benefits generally outweigh costs, provided African nations improve project management and negotiate more symmetrical trade and loan terms.","ai_generated":true,"unit":"saiia-002016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Chinese infrastructure investment in Africa is heavily concentrated in the transportation and energy sectors, with an estimated 66% of investment directed there.","ai_generated":true,"unit":"saiia-002016#insight-1","date_modified":"2026-10-23"},{"text":"There is a negative correlation between the volume of Chinese loans and the quality of infrastructure in recipient countries between 2015 and 2017, suggesting that countries receiving larger loans had relatively lower infrastructure quality.","ai_generated":true,"unit":"saiia-002016#insight-2","date_modified":"2026-10-23"},{"text":"Trade between China and Africa is asymmetrical, with Africa primarily exporting raw materials and importing high value-added manufactured goods, leading to a trade deficit of approximately $25 billion in 2018.","ai_generated":true,"unit":"saiia-002016#insight-3","date_modified":"2026-10-23"},{"text":"Chinese imports of manufactured goods can harm local African industries; in South Africa, increased import penetration was linked to a 5% decline in manufacturing output and an 8% drop in employment.","ai_generated":true,"unit":"saiia-002016#insight-4","date_modified":"2026-10-23"},{"text":"The Mombasa-Nairobi Standard Gauge Railway (SGR) in Kenya, funded 90% by China, reduced passenger travel time from ten to four hours and freight costs from $0.20 to $0.08 per ton/km, contributing to a 1.5% increase in Kenya's GDP.","ai_generated":true,"unit":"saiia-002016#insight-5","date_modified":"2026-10-23"},{"text":"Kenya's Olkaria IV geothermal power station, partially funded by China, reduced electricity costs from $0.15 to $0.085 per kWh and helped Kenya become Africa's largest geothermal power producer.","ai_generated":true,"unit":"saiia-002016#insight-6","date_modified":"2026-10-23"},{"text":"In Ethiopia, the Adama II wind farm provides about 10% of the country's electricity (over 15% during the dry season) and has facilitated technology transfer by training 30 national power company engineers.","ai_generated":true,"unit":"saiia-002016#insight-7","date_modified":"2026-10-23"},{"text":"The NIGCOM satellite project in Nigeria failed in mid-2008 due to technical errors in its solar arrays, raising concerns that Africa is used as a testing ground for Chinese firms.","ai_generated":true,"unit":"saiia-002016#insight-8","date_modified":"2026-10-23"}],"climate_tags":["infrastructure investment","geothermal energy","wind power","renewable energy","carbon dioxide emissions","biodiversity loss","deforestation","climate change mitigation","Sustainable Development Goals","transport industry","climate finance"],"geography_discussed":["People's Republic of China","Zambia","Republic of the Congo","South Africa","Gabon","Angola","Cameroon","Sudan"],"frame_perspective":[],"analysis_type":["economic impact assessment","case study","quantitative analysis","qualitative analysis"]},{"id":"ember-000200","url":"https://climateinsightsdirectory.org/document/ember-000200","title":"Turkey, Ukraine and Western Balkan countries compete for top spot in coal power air pollution in Europe","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2021-05-25","source_url":"https://ember-energy.org/app/uploads/2021/05/Analysis_-Air-pollution-in-Turkey-Ukraine-and-the-Western-Balkans.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A small number of countries, primarily Turkey, Ukraine, and those in the Western Balkans, are responsible for the majority of coal power air pollution in Europe. Ukraine dominates PM10 emissions, while Turkey leads in NOx pollution. The report highlights that most of the most polluting plants are over 30 years old, though Turkey is an exception with some young plants among the top polluters. Many Energy Community countries failed to meet 2019 emission ceilings, and the report argues that subsidies and rehabilitation costs should instead be redirected toward the region's significant renewable energy potential.","ai_generated":true,"unit":"ember-000200#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Turkey and Ukraine are among the top three polluting countries for all three types of air pollution (SO2, NOx, and PM10), with Western Balkan countries also ranking highly despite their smaller size.","ai_generated":true,"unit":"ember-000200#insight-1","date_modified":"2026-10-23"},{"text":"Ukraine is the primary source of PM10 pollution from coal power in Europe, possessing eight of the ten most polluting plants for this specific pollutant.","ai_generated":true,"unit":"ember-000200#insight-2","date_modified":"2026-10-23"},{"text":"The ten most polluting coal plants for SO2 account for 44% of Europe's total SO2 emissions from coal power; these plants are located in Turkey, Serbia, Bosnia & Herzegovina, Ukraine, and North Macedonia.","ai_generated":true,"unit":"ember-000200#insight-3","date_modified":"2026-10-23"},{"text":"Turkey has the highest share of NOx pollution from coal power at 20%, followed by Germany (16%), Ukraine (16%), and Poland (14%).","ai_generated":true,"unit":"ember-000200#insight-4","date_modified":"2026-10-23"},{"text":"While most of the top 30 most polluting coal plants are older than 30 years, Turkey is the only exception, operating plants less than ten years old among the top 30 polluters.","ai_generated":true,"unit":"ember-000200#insight-5","date_modified":"2026-10-23"},{"text":"Despite being a top polluter, Ukraine met all 2019 emission ceilings for SO2, NOx, and PM10 by a large margin, whereas Bosnia, Kosovo, North Macedonia, and Serbia failed to comply with these ceilings in both 2018 and 2019.","ai_generated":true,"unit":"ember-000200#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that Turkey, Ukraine, and Western Balkan countries should shift subsidies from coal power to renewable energy, noting that Ukraine has 55 GW of solar and 319 GW of wind potential, and Western Balkan countries have 13 GW of solar and 45 GW of wind potential.","ai_generated":true,"unit":"ember-000200#insight-7","date_modified":"2026-10-23"}],"climate_tags":["coal power","air pollution","particulates","renewable energy","solar energy","wind power","energy transition","emission standard","climate finance"],"geography_discussed":["Turkey","Ukraine","Serbia","Bosnia and Herzegovina","Germany","Poland","North Macedonia","Kosovo","Montenegro","Bulgaria","Romania"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy assessment"]},{"id":"clipolin-000177","url":"https://climateinsightsdirectory.org/document/clipolin-000177","title":"Assessing the Capital Costs of Maximizing Sustainable Agricultural Production in Brazil","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2021-05-11","source_url":"https://www.climatepolicyinitiative.org/publication/assessing-the-capital-costs-of-maximizing-sustainable-agricultural-production-in-brazil/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report estimates that Brazil could significantly increase agricultural output without further deforestation by investing in farm equipment and operational costs, noting substantial regional variation in these requirements.","ai_generated":true,"unit":"clipolin-000177#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Brazil has the potential to increase crop output by 79.0-104.5% and beef output by 26.8% without increasing deforestation or pasture areas.","ai_generated":true,"unit":"clipolin-000177#insight-1","date_modified":"2026-10-23"},{"text":"Achieving these production increases would require an investment of USD 34.4-37.4 billion in farm equipment (a 47.5-51.6% increase) and USD 44.4-51.2 billion in operational costs (a 43.5-50.5% increase).","ai_generated":true,"unit":"clipolin-000177#insight-2","date_modified":"2026-10-23"},{"text":"The required increases in production and capital are not uniform across the country, with significant concentrations in the north of Goiás and the Vale do Ribeira region of Rio de Janeiro and São Paulo.","ai_generated":true,"unit":"clipolin-000177#insight-3","date_modified":"2026-10-23"}],"climate_tags":["agricultural productivity","deforestation","sustainable agriculture"],"geography_discussed":["Goiás","Rio de Janeiro","São Paulo"],"frame_perspective":[],"analysis_type":["quantitative analysis","economic assessment"]},{"id":"clibonds-000843","url":"https://climateinsightsdirectory.org/document/clibonds-000843","title":"Post-issuance reporting in the green bond market 2021","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2021-05","source_url":"https://www.climatebonds.net/files/documents/publications/Post-Issuance-Reporting-in-the-Green-Bond-Market-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while post-issuance UoP reporting is widespread, impact reporting is less common and highly unstandardised. It highlights a positive correlation between reporting availability and the presence of external reviews, particularly post-issuance reviews. The analysis reveals that larger issuers and more mature markets generally report more frequently, though average quality scores remain relatively constant across deal sizes. The document argues for a shift toward a common global reporting framework and the use of absolute rather than relative metrics to provide a holistic view of environmental performance.","ai_generated":true,"unit":"clibonds-000843#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Post-issuance reporting is common, but use-of-proceeds (UoP) disclosure is more frequent than impact reporting. Specifically, 77% of issuers and 88% of the amount issued provided UoP reporting, compared to 59% of issuers and 74% of the amount issued reporting on impacts.","ai_generated":true,"unit":"clibonds-000843#insight-1","date_modified":"2026-10-23"},{"text":"There is a strong positive correlation between the availability of reporting and external reviews. Bonds with no review are significantly less likely to have post-issuance reporting (34% by amount issued), whereas 100% of deals with only a post-issuance review had reporting.","ai_generated":true,"unit":"clibonds-000843#insight-2","date_modified":"2026-10-23"},{"text":"Reporting availability is positively correlated with deal size, with larger issuers more likely to report. The most significant increase in reporting by issuer count occurs between the USD 100-500m and USD 500m-1bn brackets, rising from 78% to 92%.","ai_generated":true,"unit":"clibonds-000843#insight-3","date_modified":"2026-10-23"},{"text":"While larger issuers report more frequently, the average quality of reporting is not necessarily higher. The average, median, and maximum quality scores are relatively constant across all deal size brackets, although larger issuers are less likely to produce poor-quality reporting.","ai_generated":true,"unit":"clibonds-000843#insight-4","date_modified":"2026-10-23"},{"text":"European issuers are the most consistent in reporting quality, with scores ranging from 10 to 25 points. In contrast, Asia-Pacific and North America exhibit wider ranges of quality scores.","ai_generated":true,"unit":"clibonds-000843#insight-5","date_modified":"2026-10-23"},{"text":"Impact reporting is highly unstandardised, making comparability and aggregation difficult. A primary cause is the frequent use of relative metrics, such as GHG emissions saved, which depend on varying baselines.","ai_generated":true,"unit":"clibonds-000843#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a preference for relative metrics over absolute ones. Approximately ten times more issuers report GHG/CO2 saved/avoided/reduced than report absolute emissions or intensity.","ai_generated":true,"unit":"clibonds-000843#insight-7","date_modified":"2026-10-23"},{"text":"Most issuers report impacts at the project level (60% for all projects), but larger issuers tend to report with less project granularity, often using programme-level reporting.","ai_generated":true,"unit":"clibonds-000843#insight-8","date_modified":"2026-10-23"},{"text":"The ICMA Harmonized Framework and the Nordic Public Sector Issuers (NPSI) Position Paper are the two most comprehensive and widely adopted impact reporting methodologies, though they only cover a minority of the market.","ai_generated":true,"unit":"clibonds-000843#insight-9","date_modified":"2026-10-23"},{"text":"The report argues that current UoP-focused impact reporting is incomplete because it ignores the full supply chain and life cycle of products, and fails to capture the total absolute impact of an entity.","ai_generated":true,"unit":"clibonds-000843#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate bond","climate finance","greenhouse gas emissions"],"geography_discussed":["Europe","Asia-Pacific","North America","United States","France","Spain","Hong Kong","Africa","Latin America"],"frame_perspective":[],"analysis_type":["quantitative analysis","comparative analysis","best practice assessment"]},{"id":"isdglo-000055","url":"https://climateinsightsdirectory.org/document/isdglo-000055","title":"A SNAPSHOT OF FAR-RIGHT ACTIVITY ON GAB IN AUSTRALIA","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"briefing","language":"en","date_published":"2021-05","source_url":"https://www.isdglobal.org/wp-content/uploads/2021/05/A-Snapshot-of-Far-Right-Activity-on-Gab-in-Australia_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyses a network of 40 geolocated Australian Gab accounts, finding that the platform serves as a hub for antisemitism, white supremacy, and COVID-19 disinformation. Activity spiked between June and August 2020, coinciding with global Black Lives Matter protests and Melbourne lockdowns. A small number of highly active accounts drove the majority of content, often promoting conspiracy theories about a 'Marxist' infiltration of Western institutions and calling for white separatism or violence.","ai_generated":true,"unit":"isdglo-000055#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Far-right activity on Gab in Australia saw a significant increase between June and August 2020, with monthly posts exceeding 7,500, representing a 90% increase over May. This surge coincided with the second COVID-19 lockdown in Melbourne and global racial justice protests.","ai_generated":true,"unit":"isdglo-000055#insight-1","date_modified":"2026-10-23"},{"text":"Mobilisation on the platform is heavily concentrated among a few users; the top three most active accounts produced 34,597 posts, which is 75% of the total 45,404 posts in the study's dataset.","ai_generated":true,"unit":"isdglo-000055#insight-2","date_modified":"2026-10-23"},{"text":"Antisemitism is a prominent feature of the network, with over 11% of all posts containing explicitly antisemitic terms and slurs, including direct calls for violence against Jewish people and their removal from Australian society.","ai_generated":true,"unit":"isdglo-000055#insight-3","date_modified":"2026-10-23"},{"text":"The Australian far-right used the COVID-19 pandemic to advance their ideology, focusing on pandemic denial, promoting fake cures like hydroxychloroquine (HCQ), and using lockdown restrictions in Victoria to fuel anti-Chinese sentiment and anti-minority hate.","ai_generated":true,"unit":"isdglo-000055#insight-4","date_modified":"2026-10-23"},{"text":"Discussions regarding Black Lives Matter (BLM) were uniformly negative, with users describing the movement as 'Marxist', alleging it was manipulated by global elites such as George Soros, or claiming it was a front for 'anti-white racism'.","ai_generated":true,"unit":"isdglo-000055#insight-5","date_modified":"2026-10-23"},{"text":"The network promotes white supremacist and ethnonationalist ideologies, including the 'white genocide' conspiracy theory. Some users discussed tactics to mainstream these views by framing them as 'Christian values' to avoid being labelled as racists.","ai_generated":true,"unit":"isdglo-000055#insight-6","date_modified":"2026-10-23"},{"text":"Far-right users frequently frame the far-left as an existential threat, alleging a 'Marxist-socialist or communist plot' to infiltrate Australian media, schools, and universities to destroy Western civilisation. This narrative is used to justify calls for white separatism or violence.","ai_generated":true,"unit":"isdglo-000055#insight-7","date_modified":"2026-10-23"},{"text":"Content related to energy and climate change was overwhelmingly opposed to green energy, with users claiming wind and solar power are inefficient or corrupt and advocating for the use of coal.","ai_generated":true,"unit":"isdglo-000055#insight-8","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil fuel","climate change disinformation"],"geography_discussed":["Victoria","Melbourne","United States"],"frame_perspective":[],"analysis_type":["social media analysis","qualitative analysis","quantitative analysis","topic modelling"]}]}