{"query_echo":{"q":"","filters":{"analysis_type":["quantitative analysis"]},"warnings":[]},"total":{"value":472,"relation":"eq"},"page":9,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative+analysis&page=9","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative+analysis&page=10","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":"fsdafri-000120","url":"https://climateinsightsdirectory.org/document/fsdafri-000120","title":"The State of Climate Finance in Africa","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2022-06","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/Climate-Finance-Needs-of-African-Countries1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that implementing Africa's NDCs will cost approximately USD 2.8 trillion between 2020 and 2030, with a 'climate finance need' of USD 2.5 trillion after accounting for domestic public commitments. Current annual flows of USD 30 billion cover only about 12% of the required USD 250 billion per year. Mitigation accounts for 66% of needs, heavily skewed toward South Africa's transport sector, while adaptation represents 24%, likely underestimated due to data gaps. The report highlights a significant reliance on public funding (87%) and recommends that the UNFCCC develop standardized guidance and that countries adopt more participatory, bottom-up needs assessments to mobilize private capital.","ai_generated":true,"unit":"fsdafri-000120#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total cost to implement NDCs across Africa from 2020 to 2030 is estimated at USD 2.8 trillion, with national governments committing USD 264 billion (approximately 10%), leaving a 'climate finance need' of USD 2.5 trillion to be met by international and private sources.","ai_generated":true,"unit":"fsdafri-000120#insight-1","date_modified":"2026-10-23"},{"text":"There is a severe gap between current climate finance flows and actual needs; annual flows in 2020 were USD 30 billion, which is only about 12% of the USD 250 billion required annually to meet 2030 goals.","ai_generated":true,"unit":"fsdafri-000120#insight-2","date_modified":"2026-10-23"},{"text":"Mitigation represents the largest share of reported needs at 66% (USD 1,607 billion). When excluding South Africa, the primary sectors for mitigation needs are energy (39%), AFOLU (27%), industry (20%), and transport (10%).","ai_generated":true,"unit":"fsdafri-000120#insight-3","date_modified":"2026-10-23"},{"text":"Adaptation needs are estimated at USD 579 billion (24% of total needs) and are likely underestimated due to a lack of technical expertise and data, particularly regarding the uncertainty of future emissions.","ai_generated":true,"unit":"fsdafri-000120#insight-4","date_modified":"2026-10-23"},{"text":"Climate finance needs as a percentage of GDP vary wildly, with the Democratic Republic of Congo, South Sudan, and Somalia all reporting needs exceeding 80% of their GDP.","ai_generated":true,"unit":"fsdafri-000120#insight-5","date_modified":"2026-10-23"},{"text":"Public actors provide the vast majority of current climate finance in Africa (87%, or USD 20 billion), while private sector engagement remains limited despite significant potential from African pension funds (USD 700 billion in assets) and sovereign wealth funds (USD 16.4 billion).","ai_generated":true,"unit":"fsdafri-000120#insight-6","date_modified":"2026-10-23"},{"text":"African countries use inconsistent methodologies to estimate needs, primarily split between 'goal-based estimation' (top-down) used by 27 countries and 'project-list estimation' (bottom-up) used by 17 countries.","ai_generated":true,"unit":"fsdafri-000120#insight-7","date_modified":"2026-10-23"},{"text":"Significant financial resources are still being directed toward fossil fuels; between 2016 and 2021, public and private financial institutions invested at least USD 130 billion into fossil fuel projects in Africa.","ai_generated":true,"unit":"fsdafri-000120#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Nationally Determined Contributions","climate change mitigation","climate change adaptation","loss and damage","renewable energy","energy efficiency","transportation","private investment","public finance","fossil fuel finance"],"geography_discussed":["South Africa","Democratic Republic of the Congo","South Sudan","Somalia","Ethiopia","Nigeria","Egypt","Togo","Burkina Faso","Namibia","Tunisia"],"frame_perspective":[],"analysis_type":["quantitative analysis","methodological review","policy recommendation"]},{"id":"cssn-000019","url":"https://climateinsightsdirectory.org/document/cssn-000019","title":"How do right-wing populist parties influence climate and renewable energy policies? Evidence from OECD countries","publisher":{"name":"Climate Social Science Network","organization":"climate-social-science-network"},"document_type":"research paper","language":"en","date_published":"2022-05-26","source_url":"https://cssn.org/how-do-right-wing-populist-parties-influence-climate-and-renewable-energy-policies-evidence-from-oecd-countries/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Analysis of OECD countries between 2007 and 2018 indicates that right-wing populist parties (RWPPs) in power have a significant negative effect on climate policy, though this effect is moderated by European Union membership and the proportionality of the electoral system. No overall significant relationship was found between RWPP representation and renewable energy policy.","ai_generated":true,"unit":"cssn-000019#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Right-wing populist parties (RWPPs) in power exert a significant and large negative influence on climate policy after controlling for economic, environmental, and political factors.","ai_generated":true,"unit":"cssn-000019#insight-1","date_modified":"2026-10-23"},{"text":"The negative impact of RWPPs on climate policy is significantly moderated by two factors: membership in the European Union and the proportionality of the country's electoral system.","ai_generated":true,"unit":"cssn-000019#insight-2","date_modified":"2026-10-23"},{"text":"In countries utilizing majoritarian electoral systems, RWPPs influence climate policy through both direct executive and indirect legislative channels.","ai_generated":true,"unit":"cssn-000019#insight-3","date_modified":"2026-10-23"},{"text":"There is no overall significant relationship between the presence of right-wing populist parties and renewable energy policy.","ai_generated":true,"unit":"cssn-000019#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate policy","renewable energy policy"],"geography_discussed":["European Union"],"frame_perspective":[],"analysis_type":["quantitative analysis"]},{"id":"isdglo-000016","url":"https://climateinsightsdirectory.org/document/isdglo-000016","title":"The ‘Great Reset’ conspiracy in Australia","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"research paper","language":"en","date_published":"2022-05-19","source_url":"https://www.isdglobal.org/digital-dispatch/the-great-reset-conspiracy-in-australia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how conspiracy theories regarding the World Economic Forum (WEF) and its 'Great Reset' initiative have permeated Australian politics. It identifies the role of right-wing media, specifically Sky News, in promoting these narratives, which claim the WEF is a 'hidden hand' orchestrating pandemic measures to achieve sinister goals. The document details how these theories transitioned from social media to formal politics through figures like Senator Pauline Hanson and other right-wing politicians, eventually evolving to link the 'Great Reset' to issues such as net zero emissions and housing policy during the 2022 election cycle.","ai_generated":true,"unit":"isdglo-000016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Great Reset' conspiracy is a flexible collection of narratives claiming the World Economic Forum (WEF) and Klaus Schwab are orchestrating COVID-19 lockdowns to achieve goals such as economic collapse, Marxist rule, or a corporate surveillance dystopia.","ai_generated":true,"unit":"isdglo-000016#insight-1","date_modified":"2026-10-23"},{"text":"In Australia, right-wing media—particularly Sky News programs like 'Sky After Dark' and 'Outsiders'—played a significant role in spreading these narratives, including claims that the Great Reset aimed to use pandemic restrictions to achieve net zero carbon emissions by 2030.","ai_generated":true,"unit":"isdglo-000016#insight-2","date_modified":"2026-10-23"},{"text":"The narrative entered formal Australian politics through the actions of One Nation and other right-wing figures; notably, Senator Pauline Hanson introduced a Senate Motion on 11 November 2020 arguing that the Great Reset would devastate Australian economic wellbeing and individual freedoms.","ai_generated":true,"unit":"isdglo-000016#insight-3","date_modified":"2026-10-23"},{"text":"As pandemic restrictions eased, the conspiracy narratives in Australia evolved, with the 'Great Reset' being linked to other topics, most notably Labor's housing policy during the 2022 election campaign.","ai_generated":true,"unit":"isdglo-000016#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["United States","Canada","New Zealand"],"frame_perspective":[],"analysis_type":["qualitative analysis","quantitative analysis"]},{"id":"sei-001516","url":"https://climateinsightsdirectory.org/document/sei-001516","title":"The generation of food waste and food loss in the Estonian food supply chain","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2022-05","source_url":"https://www.sei.org/wp-content/uploads/2022/05/policy-brief-the-generation-of-food-waste-and-food-loss-in-the-estonian-food-supply-chain.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Estonia generates approximately 167,000 tonnes of food waste annually, with food loss (avoidable waste) accounting for 50% of this total. Households are the largest contributors, generating 81,000 tonnes of waste, while the food trade sector has seen a significant increase in unsold food waste. The report highlights that food loss is most prevalent in primary production (82%) and least prevalent in the food industry (10%), with a total estimated annual economic value of €164 million for food loss across the supply chain.","ai_generated":true,"unit":"sei-001516#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Estonia generates approximately 167,000 tonnes of food waste annually, which equates to 127kg per capita across the entire food supply chain. Of this total, 50% (about 84,000 tonnes) is classified as food loss or avoidable food waste, with an estimated annual economic value of €164 million.","ai_generated":true,"unit":"sei-001516#insight-1","date_modified":"2026-10-23"},{"text":"Households are the primary source of food waste in Estonia, producing 81,000 tonnes annually (48% of the total). Approximately 42% of household waste is avoidable food loss, and the total monetary value of food thrown away by households is about €98 million per year. This represents a significant increase compared to 2015 data, with food waste and food loss increasing by 13% and 33% respectively.","ai_generated":true,"unit":"sei-001516#insight-2","date_modified":"2026-10-23"},{"text":"In Estonian households, the most common types of food loss are vegetables (32%), cooked food (22%), fruits and berries (18%), and dairy products (13%). The primary reason for disposal is food becoming spoiled (49%), followed by being stored too long (15%) or expiring (11%).","ai_generated":true,"unit":"sei-001516#insight-3","date_modified":"2026-10-23"},{"text":"The food trade sector wastes approximately 20,000 tonnes of unsold food products annually, a significant increase from the 12,000 tonnes recorded in 2015. Fruits and vegetables make up 49% of these unsold products. The primary cause is inadequate sales planning and forecasting leading to products exceeding their shelf life.","ai_generated":true,"unit":"sei-001516#insight-4","date_modified":"2026-10-23"},{"text":"Primary production generates about 24,000 tonnes of food waste annually, with a very high proportion (82%) being food loss. Potato cultivation is the largest contributor, accounting for nearly 60% of waste in this sector.","ai_generated":true,"unit":"sei-001516#insight-5","date_modified":"2026-10-23"},{"text":"The food industry generates approximately 32,000 tonnes of food waste, but it has the lowest share of avoidable food loss at only 10% (3,200 tonnes). Fruit and vegetable processing is the largest contributor to industry waste at 52%.","ai_generated":true,"unit":"sei-001516#insight-6","date_modified":"2026-10-23"},{"text":"The catering sector generates roughly 11,000 tonnes of food waste per year, with 74% being avoidable food loss. Plate leftovers are the leading cause, accounting for approximately 53% of the sector's food waste.","ai_generated":true,"unit":"sei-001516#insight-7","date_modified":"2026-10-23"}],"climate_tags":["food waste","sustainable consumption","resource efficiency","circular economy","agricultural production"],"geography_discussed":["European Union"],"frame_perspective":[],"analysis_type":["quantitative analysis","comparative analysis"]},{"id":"clibonds-000844","url":"https://climateinsightsdirectory.org/document/clibonds-000844","title":"Post-Issuance Reporting in China’s Green Bond Market","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://www.climatebonds.net/files/documents/publications/post-issuance_reporting_in_chinas_green_bond_market_en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while China has a stringent regulatory framework for green bond reporting, actual post-issuance disclosure—particularly regarding environmental impacts—is lower than global averages. UoP reporting is more common than impact reporting, with financial institutions showing higher compliance due to stricter PBoC requirements. The study highlights a unique Chinese reliance on 'fossil fuel savings' as a metric and recommends shifting toward GHG and energy savings to align with international standards. While the quality of impact reporting among those who do report is generally high, the report notes significant inconsistencies across different bond types and regulatory bodies.","ai_generated":true,"unit":"clibonds-000844#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Post-issuance reporting in China is generally good but lags behind global averages, particularly regarding environmental impacts. While 65% of issuers (74% by amount issued) provide UoP reporting, a much smaller share discloses impacts, and no issuers were found to report impacts without also reporting UoP.","ai_generated":true,"unit":"clibonds-000844#insight-1","date_modified":"2026-10-23"},{"text":"Financial institutions exhibit higher reporting rates and quality than non-financial corporates, largely because they are subject to more stringent PBoC and NAFMII regulations, including mandatory quarterly UoP reporting.","ai_generated":true,"unit":"clibonds-000844#insight-2","date_modified":"2026-10-23"},{"text":"China's regulatory framework for green bond disclosure is described as advanced but fragmented, suffering from inconsistencies in requirements across different bond types, incomplete frameworks for non-financial bonds, and inconsistent disclosure channels.","ai_generated":true,"unit":"clibonds-000844#insight-3","date_modified":"2026-10-23"},{"text":"Impact reporting in China is characterized by a high level of granularity for core metrics, specifically GHGs and pollutants, which are disaggregated into individual substances more frequently than in other global markets.","ai_generated":true,"unit":"clibonds-000844#insight-4","date_modified":"2026-10-23"},{"text":"A distinct characteristic of the Chinese market is the use of 'fossil fuel savings' (standard coal equivalent) as a primary impact metric, a practice not seen in the global study and one that the report suggests replacing with GHG or energy savings for better accuracy.","ai_generated":true,"unit":"clibonds-000844#insight-5","date_modified":"2026-10-23"},{"text":"Chinese issuers frequently provide cumulative impact data in their reports, a best practice that is rare in the rest of the world.","ai_generated":true,"unit":"clibonds-000844#insight-6","date_modified":"2026-10-23"},{"text":"Offshore bonds in China are less likely to report UoP than onshore bonds (53% vs 79% by amount) but are significantly more likely to report environmental impacts (50% vs 27% by amount), likely due to foreign investor expectations and listing requirements.","ai_generated":true,"unit":"clibonds-000844#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a gap between commitments made at issuance and actual post-issuance delivery, with only 38% of issuers (54% by amount) reporting in line with their initial plans.","ai_generated":true,"unit":"clibonds-000844#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate bond","greenhouse gas emissions","carbon neutrality","climate finance"],"geography_discussed":["World","Hong Kong"],"frame_perspective":[],"analysis_type":["quantitative analysis","comparative analysis","regulatory assessment"]},{"id":"clibonds-000917","url":"https://climateinsightsdirectory.org/document/clibonds-000917","title":"ASEAN economies’ exposure to climate transition risks","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://www.climatebonds.net/files/documents/publications/ASEAN-economies-exposure-to-climate-transition-risks.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the vulnerability of ASEAN economies to climate transition risks, highlighting a significant reliance on fossil fuels for electricity generation. It finds that carbon-intensive sectors represent approximately 25% of corporate bond issuance in the region, with a substantial portion of loans and bonds facing refinancing risks by 2030. The authors argue that current industrial classification systems are inadequate for identifying these risks and recommend that ASEAN central banks develop comprehensive 'green' and 'brown' taxonomies to enhance climate risk disclosures and manage potential asset stranding.","ai_generated":true,"unit":"clibonds-000917#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Carbon-intensive sectors in the ASEAN region rely more heavily on bond financing than loans, with approximately 25% of all corporate bond issuance in the region originating from these sectors.","ai_generated":true,"unit":"clibonds-000917#insight-1","date_modified":"2026-10-23"},{"text":"A significant volume of debt in carbon-intensive sectors faces a 'refinancing wall,' with roughly 50% of loans in the analyzed dataset requiring refinancing by 2027, increasing to 85% by 2035.","ai_generated":true,"unit":"clibonds-000917#insight-2","date_modified":"2026-10-23"},{"text":"The region's electricity generation is heavily dependent on fossil fuels, particularly coal and natural gas, in all member states except Cambodia and Lao PDR, creating a long-term risk of stranded assets.","ai_generated":true,"unit":"clibonds-000917#insight-3","date_modified":"2026-10-23"},{"text":"Transition risks may be borne by taxpayers in countries where carbon-intensive entities are state-owned, such as Indonesia's PLN or Malaysia's Petronas, potentially leading to sovereign credit rating downgrades.","ai_generated":true,"unit":"clibonds-000917#insight-4","date_modified":"2026-10-23"},{"text":"International investor sentiment is shifting away from fossil fuels, with GFANZ members managing USD 130tn in assets committing to phase out such investments, which may increase borrowing costs for ASEAN nations.","ai_generated":true,"unit":"clibonds-000917#insight-5","date_modified":"2026-10-23"},{"text":"Existing industrial classification systems (such as SIC and BICS) are insufficient for climate risk assessment because they categorize by product rather than the carbon intensity of the production process.","ai_generated":true,"unit":"clibonds-000917#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends that ASEAN central banks develop taxonomies that define not only 'green' activities but also 'brown' (non-sustainable) activities and entity-level transition strategies to monitor decarbonization progress.","ai_generated":true,"unit":"clibonds-000917#insight-7","date_modified":"2026-10-23"},{"text":"The European Union's proposed Carbon Border Adjustment Mechanism (CBAM) poses a policy risk to the export competitiveness of ASEAN manufacturers who have not internalized carbon costs.","ai_generated":true,"unit":"clibonds-000917#insight-8","date_modified":"2026-10-23"}],"climate_tags":["stranded asset","fossil-fuel divestment","carbon price","Carbon Border Adjustment Mechanism","renewable energy","coal-fired power station"],"geography_discussed":["Indonesia","Philippines","Vietnam","Malaysia","Singapore","Thailand","Laos","Cambodia","European Union","People's Republic of China","United States"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy recommendation","financial risk assessment"]},{"id":"clipolin-000622","url":"https://climateinsightsdirectory.org/document/clipolin-000622","title":"Decretos Presidenciais Reforçam o Descompasso na Regulação Minerária em Prejuízo ao Meio Ambiente","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"pt","date_published":"2022-04","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2022/04/INS-Garimpo-PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the regulatory disparity between industrial mining and 'garimpo' (artisanal mining) in Brazil, specifically focusing on how cooperatives use the lenient 'Permissão de Lavra Garimpeira' (PLG) to conduct industrial-scale gold mining in the Amazon. It highlights that Presidential Decrees 10.965/2022 and 10.966/2022 further incentivize this by simplifying bureaucracy and providing development support to these cooperatives. Data shows that some cooperatives hold larger mining areas than Vale S.A., yet avoid the rigorous prior mineral research required for industrial concessions, which hinders socio-environmental impact assessments and the fight against financial laundering.","ai_generated":true,"unit":"clipolin-000622#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Presidential Decrees 10.965/2022 and 10.966/2022 increase the regulatory imbalance by simplifying permission procedures for small-scale enterprises and creating the Program for the Support of the Development of Artisanal and Small-Scale Mining (Pró-Mape), with the Legal Amazon as the priority region.","ai_generated":true,"unit":"clipolin-000622#insight-1","date_modified":"2026-10-23"},{"text":"Mining cooperatives in the Amazon are operating at an industrial scale while utilizing a lenient regulatory regime (PLG) that was originally intended to protect vulnerable, low-resource individual miners.","ai_generated":true,"unit":"clipolin-000622#insight-2","date_modified":"2026-10-23"},{"text":"Data on gold mining in the Amazon reveals that cooperatives dominate the largest operational areas; seven of the ten largest gold mining areas are held by cooperatives, and three individual cooperatives hold larger areas than Vale S.A.","ai_generated":true,"unit":"clipolin-000622#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant disparity in land concentration: 57 mining cooperatives hold over 790,800 hectares under PLG, whereas 51 mining companies hold approximately 334,800 hectares under industrial Concessions of Mining.","ai_generated":true,"unit":"clipolin-000622#insight-4","date_modified":"2026-10-23"},{"text":"The lack of a requirement for prior mineral research for PLG holders—unlike the requirement for industrial concessions—makes it difficult for authorities to assess socio-environmental impacts and combat the laundering of financial assets from mining.","ai_generated":true,"unit":"clipolin-000622#insight-5","date_modified":"2026-10-23"},{"text":"The report recommends the immediate revocation of Decrees 10.965/2022 and 10.966/2022 and a revision of the regulations for mining cooperatives to align their legal regime with the industrial nature of their activities.","ai_generated":true,"unit":"clipolin-000622#insight-6","date_modified":"2026-10-23"}],"climate_tags":["deforestation","environmental impact assessment","land use"],"geography_discussed":["Legal Amazon"],"frame_perspective":[],"analysis_type":["policy analysis","regulatory review","quantitative analysis"]},{"id":"gem-000092","url":"https://climateinsightsdirectory.org/document/gem-000092","title":"석탄의 경제 대전환","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"ko","date_published":"2022-04","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBustCoalPlants_2022_Korean_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the global state of coal power, noting that while many OECD and non-OECD countries are canceling new projects and setting closure dates, China continues to expand its capacity. It highlights that 750 coal plants (550GW) now have effective closure dates following COP26, but global capacity increased by 18.2GW in 2021 due to Chinese additions. The document argues that 'clean coal' technologies like CCS are expensive and unreliable distractions from a full transition to renewables. Specifically for South Korea, it criticizes the 2050 phase-out goal as lagging behind international standards and notes the continued construction of new plants despite public commitments.","ai_generated":true,"unit":"gem-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global coal power capacity increased by 18.2GW in 2021, primarily driven by China, which accounted for 56% of the 45GW of new capacity commissioned that year.","ai_generated":true,"unit":"gem-000092#insight-1","date_modified":"2026-10-23"},{"text":"Following COP26, the number of coal-fired power plants with effective closure dates nearly doubled to 750 plants, totaling 550GW.","ai_generated":true,"unit":"gem-000092#insight-2","date_modified":"2026-10-23"},{"text":"China's coal expansion is accelerating, with 33GW of new plants starting construction in 2021, the highest level since 2016 and nearly three times the total for the rest of the world.","ai_generated":true,"unit":"gem-000092#insight-3","date_modified":"2026-10-23"},{"text":"Public financing for new overseas coal projects has effectively ceased as G20 members, including Japan, South Korea, and China, committed to stopping such funding.","ai_generated":true,"unit":"gem-000092#insight-4","date_modified":"2026-10-23"},{"text":"Carbon Capture and Storage (CCS) and other 'clean coal' technologies are characterized as high-cost, unreliable, and a hindrance to the urgent transition to renewable energy.","ai_generated":true,"unit":"gem-000092#insight-5","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","carbon capture and storage","Net-zero emissions","climate finance","Paris Agreement","2021 United Nations Climate Change Conference","renewable energy","Cofiring"],"geography_discussed":["People's Republic of China","South Korea","United States","Japan","European Union","India","Germany","Vietnam","Indonesia","Bangladesh","Turkey"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy assessment"]},{"id":"greeneur-000047","url":"https://climateinsightsdirectory.org/document/greeneur-000047","title":"Should European Green Parties go into government?","publisher":{"name":"Green European Journal","organization":"green-european-journal"},"document_type":"research paper","language":"en","date_published":"2022-03-31","source_url":"https://www.greeneuropeanjournal.eu/should-european-green-parties-go-into-government/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The author examines the electoral impact of government participation for European Green parties, arguing that while simple 'before and after' comparisons often show a drop in vote share, this is frequently a reversion to a party's base performance rather than a punishment for governing. The analysis finds no significant correlation between electoral outcomes and the number of portfolios held, party ideology, or the ideology of coalition partners. However, a strong link is identified between 'defecting' (leaving government early) and poor election results, suggesting that internal divisions and perceived incompetence during premature exits lead to voter punishment.","ai_generated":true,"unit":"greeneur-000047#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Simple comparisons of vote shares immediately before and after government terms often show a decline; in a study of 17 Green governments, 12 resulted in a drop in popularity, with an average vote share decrease of 1.19 per cent.","ai_generated":true,"unit":"greeneur-000047#insight-1","date_modified":"2026-10-23"},{"text":"When measuring the 'relative vote share' (the percentage of the percentage lost), parties lost an average of 21.76 per cent of their votes between entering and leaving government, with over a third of parties losing more than half of their votes.","ai_generated":true,"unit":"greeneur-000047#insight-2","date_modified":"2026-10-23"},{"text":"Comparing post-government results to a party's 'base performance' (the average of the three preceding elections) reveals a smaller average loss of 3.8 per cent, suggesting that the initial vote surge upon entering government is often an unusually high performance rather than the post-government result being unusually low.","ai_generated":true,"unit":"greeneur-000047#insight-3","date_modified":"2026-10-23"},{"text":"There is no observed correlation between a party's electoral performance and the number of ministerial portfolios it holds, as evidenced by both the Swedish Greens and Danish Socialists holding eight ministries but failing to fulfill key promises.","ai_generated":true,"unit":"greeneur-000047#insight-4","date_modified":"2026-10-23"},{"text":"Neither the ideology of the Green party (left-right spectrum) nor the ideology of its coalition partners (e.g., conservatives vs. leftists) shows a consistent correlation with subsequent electoral performance.","ai_generated":true,"unit":"greeneur-000047#insight-5","date_modified":"2026-10-23"},{"text":"Leaving a government coalition prematurely ('defecting') is strongly linked to poor electoral results; defecting parties lost an average of 12.3 per cent of their base support, compared to a loss of only 0.2 per cent for those completing their full mandate.","ai_generated":true,"unit":"greeneur-000047#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Germany","Luxembourg","Ireland","Finland","Italy","Denmark","Sweden","Belgium","Netherlands","Scotland"],"frame_perspective":[],"analysis_type":["quantitative analysis","comparative study"]},{"id":"climcent-000262","url":"https://climateinsightsdirectory.org/document/climcent-000262","title":"WeatherPower Year in Review","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://ccimgs-2022.s3.amazonaws.com/2022WindSolar/2022WindSolar_Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 2021 renewable energy generation in the continental U.S., estimating a total of 606,000 GWh from wind (73%) and solar (27%). It highlights Texas as the leader in raw wind generation and California in raw solar generation, while also examining generation normalized by land area and population. The document compares these figures against the Net Zero America Project's 2030 target of 2.2 million GWh per year, concluding that while current growth is accelerating, the U.S. needs to nearly double its annual increase in generation to stay on track for net-zero emissions by 2050.","ai_generated":true,"unit":"climcent-000262#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2021, the continental U.S. had the potential to generate 606,000 GWh of electricity from wind and solar, with wind contributing 444,000 GWh (73%) and solar contributing 162,000 GWh (27%).","ai_generated":true,"unit":"climcent-000262#insight-1","date_modified":"2026-10-23"},{"text":"Texas was the top producer of wind energy in 2021, generating 114,000 GWh, which represents approximately one-quarter of the total U.S. wind generation.","ai_generated":true,"unit":"climcent-000262#insight-2","date_modified":"2026-10-23"},{"text":"California led the U.S. in solar electricity generation in 2021, producing an estimated 55,000 GWh, which is more than one-third of the national total and 3.2 times the amount produced by Texas.","ai_generated":true,"unit":"climcent-000262#insight-3","date_modified":"2026-10-23"},{"text":"When normalized by land area, Washington, D.C. led the country in solar generation, producing 2,200 MWh per square mile in 2021.","ai_generated":true,"unit":"climcent-000262#insight-4","date_modified":"2026-10-23"},{"text":"Kern County, California, was the most significant county for combined renewable generation in 2021, producing nearly 24 million MWh, more than double the next highest county, Nolan County, Texas.","ai_generated":true,"unit":"climcent-000262#insight-5","date_modified":"2026-10-23"},{"text":"To meet the Net Zero America Project's 2030 target of 2.2 million GWh per year, the U.S. would need to add an average of 213,000 GWh of generation annually, which is nearly double the 109,000 GWh increase seen between 2020 and 2021.","ai_generated":true,"unit":"climcent-000262#insight-6","date_modified":"2026-10-23"}],"climate_tags":["solar energy","wind power","renewable energy","carbon neutrality","greenhouse gas","Paris Agreement"],"geography_discussed":["California","Texas","Iowa","Washington, D.C.","Kern County","Nolan County","Pecos County"],"frame_perspective":[],"analysis_type":["quantitative analysis","geographic comparison","trend analysis"]},{"id":"gem-000231","url":"https://climateinsightsdirectory.org/document/gem-000231","title":"Boom and Bust Gas","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_BoomBustGas2022_FINAL_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that global gas-fired power capacity in development (615 GW) now exceeds that of coal (457 GW), representing an estimated US$509 billion in capital expenditure. This expansion is described as ubiquitous across all continents, directly conflicting with the IEA's 1.5°C net-zero pathway. The authors argue that these investments face significant stranded asset risks as clean energy portfolios (CEPs) increasingly outcompete gas on cost, particularly in the US and Australia.","ai_generated":true,"unit":"gem-000231#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global build-out of gas-fired power plants currently in pre-construction or construction phases would add over 615 GW of capacity, with an estimated capital expenditure of nearly US$509 billion.","ai_generated":true,"unit":"gem-000231#insight-1","date_modified":"2026-10-23"},{"text":"The expansion of gas-fired power capacity (615 GW) has surpassed the current global development of coal-fired power plants, which stands at 457 GW.","ai_generated":true,"unit":"gem-000231#insight-2","date_modified":"2026-10-23"},{"text":"Current gas expansion is incompatible with the IEA's 1.5°C net-zero pathway, which requires unabated fossil gas-fired generation to peak by 2030 and be reduced by 90% by 2040 compared to 2020 levels.","ai_generated":true,"unit":"gem-000231#insight-3","date_modified":"2026-10-23"},{"text":"Investments in gas-fired power are identified as a stranded asset risk because they may need early retirement to meet net-zero goals and are increasingly underutilized due to the competitiveness of renewables.","ai_generated":true,"unit":"gem-000231#insight-4","date_modified":"2026-10-23"},{"text":"Clean energy portfolios (CEPs), including renewables with battery storage and demand-side management, are now more cost-competitive than gas in many regions, including the United States and Australia.","ai_generated":true,"unit":"gem-000231#insight-5","date_modified":"2026-10-23"},{"text":"The surge in gas development is widespread globally, with the top five countries accounting for 39% of new capacity in development and the top 20 accounting for 75%.","ai_generated":true,"unit":"gem-000231#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gas-fired power station","coal-fired power station","Net-zero emissions","stranded asset","renewable energy","renewable energy commercialization","methane emissions","energy security","Levelized cost of energy"],"geography_discussed":["People's Republic of China","United States","Vietnam","Brazil","European Union","Australia","South Korea","Japan","Nigeria","South Africa","India","Bangladesh"],"frame_perspective":[],"analysis_type":["quantitative analysis","comparative analysis","policy assessment"]},{"id":"iisd-002339","url":"https://climateinsightsdirectory.org/document/iisd-002339","title":"A Gendered Analysis of Employment and Skills in the Large-Scale Mining Sector: Brazil","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://www.iisd.org/system/files/2023-04/women-mine-of-the-future-brazil.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while the Brazilian large-scale mining sector is experiencing a process of feminization—with female employment increasing by 127% between 2009 and 2019—significant gender gaps persist in remuneration, leadership representation, and the division of labor. Women in the sector are generally younger and more educated than their male counterparts, often holding advanced degrees even in technical roles, yet they continue to earn less in most occupations. While some companies are implementing Diversity, Equity, and Inclusion (DE&I) strategies, such as targeted training and adapted uniforms, the report argues that deep-rooted cultural biases and a 'masculinization' of female roles remain primary obstacles to true gender equivalence.","ai_generated":true,"unit":"iisd-002339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Brazilian large-scale mining sector has seen a significant increase in female employment, growing by 127% between 2009 and 2019, compared to a 110% increase for men. By 2019, women represented 14% of the total workforce in the sector.","ai_generated":true,"unit":"iisd-002339#insight-1","date_modified":"2026-10-23"},{"text":"Women in the Brazilian mining sector are proportionally more educated than men; on average, 56% of women had an advanced level of education compared to 28% of men.","ai_generated":true,"unit":"iisd-002339#insight-2","date_modified":"2026-10-23"},{"text":"A persistent gender wage gap exists across most mining occupations. Women managers earn only 71% of what men in the same role earn, and women with advanced education earn an average of 84% of men's wages.","ai_generated":true,"unit":"iisd-002339#insight-3","date_modified":"2026-10-23"},{"text":"Female employment is heavily concentrated in iron ore companies (77% of women in 2019) and primarily in the southeast and northern regions of Brazil, although there is a trend toward regional decentralization.","ai_generated":true,"unit":"iisd-002339#insight-4","date_modified":"2026-10-23"},{"text":"Women are increasingly entering traditionally male-dominated technical roles, such as mid-level technicians and maintenance and repair, with these roles showing high growth in female participation between 2009 and 2019.","ai_generated":true,"unit":"iisd-002339#insight-5","date_modified":"2026-10-23"},{"text":"Despite quantitative growth, women remain underrepresented in leadership; only 11% of Executive Boards in surveyed companies are composed of women, and only 18% of participants in leadership development programs are female.","ai_generated":true,"unit":"iisd-002339#insight-6","date_modified":"2026-10-23"},{"text":"Cultural barriers and sexist stereotypes continue to hinder women's progress, including the assumption that women in remote areas are only there to accompany their husbands or the belief that professional competence is incompatible with physical appearance.","ai_generated":true,"unit":"iisd-002339#insight-7","date_modified":"2026-10-23"},{"text":"Some companies are implementing DE&I measures, such as adapting uniforms for women and pregnant employees, and creating anonymous reporting channels for moral and sexual harassment.","ai_generated":true,"unit":"iisd-002339#insight-8","date_modified":"2026-10-23"},{"text":"In the coal mining sub-sector, specifically in a case study of a company in the south region, women hold strategic leadership roles but are almost entirely absent from technical and mechanical roles due to a perceived lack of interest and cultural discomfort.","ai_generated":true,"unit":"iisd-002339#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Minas Gerais","Pará","Mato Grosso"],"frame_perspective":[],"analysis_type":["gender analysis","quantitative analysis","qualitative analysis","case study"]},{"id":"iisd-003736","url":"https://climateinsightsdirectory.org/document/iisd-003736","title":"WOMEN AND THE MINE OF THE FUTURE","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://www.iisd.org/system/files/2023-11/women-mine-of-the-future-chile.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the status of women in Chile's large-scale mining sector, noting that while female participation grew from 6.16% in 2010 to 10.06% in 2021, the industry remains highly masculinized. It identifies significant gender pay gaps, particularly in cleaning and restaurant services (49.7%) and miner roles (17.9%). The analysis reveals that women are more concentrated in administrative, support, and high-education roles (such as geology) but are severely under-represented in core value chain operations like mechanical and electrical maintenance. Barriers to inclusion include persistent gender stereotypes, lack of suitable infrastructure (e.g., childcare and housing), and sexual harassment. The document also highlights a gap between the number of women graduating from mining-relevant STEM programs and those actually employed in the sector, estimating that only 25% of female professionals and technicians who graduated between 2010 and 2020 were working in mining as of 2021.","ai_generated":true,"unit":"iisd-003736#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Female participation in Chile's mining workforce showed a positive trend over a decade, increasing from 6.16% in 2010 to 10.06% in 2021, with the number of women employed reaching 27,715 by 2021.","ai_generated":true,"unit":"iisd-003736#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disparity in women's participation based on mine size and location; larger mine sites and provinces with more than 20,000 employees have higher female participation rates, while small provinces are lagging.","ai_generated":true,"unit":"iisd-003736#insight-2","date_modified":"2026-10-23"},{"text":"Women are under-represented in the core mining value chain, particularly in maintenance and operations, where they account for only 2.8% and 7.9% of workers respectively.","ai_generated":true,"unit":"iisd-003736#insight-3","date_modified":"2026-10-23"},{"text":"Substantial gender pay gaps exist across the industry, with the most extreme gap found in Cleaning and Restaurant Services (49.7%), followed by the miner category (17.9%) and professional positions (5.8%).","ai_generated":true,"unit":"iisd-003736#insight-4","date_modified":"2026-10-23"},{"text":"Despite high graduation rates in relevant fields, there is a major gap in the transition to employment; only 25% of female professionals and technicians who graduated between 2010 and 2020 were working in the mining industry as of 2021.","ai_generated":true,"unit":"iisd-003736#insight-5","date_modified":"2026-10-23"},{"text":"Women in the sector face severe cultural and organizational barriers, including sexual harassment and discrimination. One study found 69% of women reported discriminatory practices, and 32% experienced double entendres, whistling, and catcalling.","ai_generated":true,"unit":"iisd-003736#insight-6","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic disproportionately affected women's labor participation in Chile due to a 'caretaking crisis' and the closure of schools and nurseries, which increased domestic burdens on women.","ai_generated":true,"unit":"iisd-003736#insight-7","date_modified":"2026-10-23"},{"text":"The Chilean government has implemented several policy frameworks to increase inclusion, including the 2017 Guidelines of the Mining Industry for the Incorporation of Women and the NCH 3262-2021 Standard on gender equality management.","ai_generated":true,"unit":"iisd-003736#insight-8","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition","public policy"],"geography_discussed":["Norte Grande","Norte Chico","Antofagasta Province","Coquimbo Region","Atacama Region","Canada"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","gender analysis"]},{"id":"iisd-003737","url":"https://climateinsightsdirectory.org/document/iisd-003737","title":"MUJERES Y LA MINA DEL FUTURO","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"es","date_published":"2022-03","source_url":"https://www.iisd.org/system/files/2023-07/women-mine-of-the-future-chile-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the participation of women in Chile's large-scale mining sector, noting an increase in female employment from 6.16% in 2010 to 10.06% in 2021. While there is growth in leadership roles and professional engineering, women remain severely underrepresented in core operational and maintenance roles. Significant gender pay gaps persist, particularly in support services, and women face systemic barriers including sexual harassment, gender stereotypes, and a lack of childcare infrastructure. The document emphasizes that large-scale mines drive the overall increase in female participation, while smaller operations lag behind.","ai_generated":true,"unit":"iisd-003737#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Female participation in the Chilean mining sector grew from 6.16% in 2010 to 10.06% in 2021, with the number of women employed multiplying by 2.4 times during this period.","ai_generated":true,"unit":"iisd-003737#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disparity in female participation based on the size of the mining operation; large mines drive the overall increase, while small mines show a considerable lag.","ai_generated":true,"unit":"iisd-003737#insight-2","date_modified":"2026-10-23"},{"text":"Women are concentrated in administrative and professional roles but are severely underrepresented in the core value chain, specifically in maintenance and operations.","ai_generated":true,"unit":"iisd-003737#insight-3","date_modified":"2026-10-23"},{"text":"Despite a high number of female graduates in relevant fields, only a small fraction enter the mining workforce; it is estimated that only 25% of women who graduated in technical or professional mining-related degrees between 2010 and 2020 were working in the industry by 2021.","ai_generated":true,"unit":"iisd-003737#insight-4","date_modified":"2026-10-23"},{"text":"Substantial gender pay gaps exist across the sector, with the most extreme gap found in cleaning and restaurant services, where women earn 49.7% less than men.","ai_generated":true,"unit":"iisd-003737#insight-5","date_modified":"2026-10-23"},{"text":"Women in mining face severe workplace culture issues, including sexual harassment and discrimination; one study found 45% of women experienced double-entendre jokes and 31% felt discriminated against in mining.","ai_generated":true,"unit":"iisd-003737#insight-6","date_modified":"2026-10-23"},{"text":"Structural barriers to inclusion include a lack of gender-appropriate infrastructure, such as bathrooms, and a deficiency in childcare services and flexible scheduling to balance work and family life.","ai_generated":true,"unit":"iisd-003737#insight-7","date_modified":"2026-10-23"},{"text":"There has been a positive trend in women occupying decision-making and leadership positions, with the percentage of female directors and managers increasing from 9.4% in 2017 to 16.9% in 2020.","ai_generated":true,"unit":"iisd-003737#insight-8","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic disproportionately affected female labor participation in Chile, as women bore the brunt of the care crisis due to school and childcare closures.","ai_generated":true,"unit":"iisd-003737#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition","public policy"],"geography_discussed":["Antofagasta Province","Coquimbo Region","Atacama Region","Norte Grande","Norte Chico","Argentina","Brazil","Colombia","Peru","Canada"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","gender analysis","policy review"]},{"id":"sei-002554","url":"https://climateinsightsdirectory.org/document/sei-002554","title":"Submission to the First Technical Dialogue of the Global Stocktake","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2022-02","source_url":"https://www.sei.org/wp-content/uploads/2022/02/sei-gst-submission-20220225.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute argues that current global efforts are inadequate, highlighting a significant 'production gap' where fossil fuel plans exceed 1.5°C limits. The report emphasizes the need for 'just resilience' in adaptation, the urgent requirement for dedicated loss and damage financing, and the necessity of aligning financial flows with low-emission pathways while ensuring equity for developing nations.","ai_generated":true,"unit":"sei-002554#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant gap between government fossil fuel production plans and the goals of the Paris Agreement; by 2030, producing countries plan to extract more than twice the amount of oil, gas, and coal compatible with a 1.5°C warming limit, and 45% more than compatible with 2°C.","ai_generated":true,"unit":"sei-002554#insight-1","date_modified":"2026-10-23"},{"text":"While 136 countries representing 90% of global GDP and 88% of emissions have set net zero targets, these pledges often lack specific policy planning, scope, and near-term action requirements, and may rely too heavily on negative emission technologies.","ai_generated":true,"unit":"sei-002554#insight-2","date_modified":"2026-10-23"},{"text":"Climate mitigation efforts can be enhanced by linking them to health and air quality benefits; for example, implementing current NDCs could prevent 400,000 premature deaths annually by 2050, increasing to 1 million if targets align with a 2°C limit.","ai_generated":true,"unit":"sei-002554#insight-3","date_modified":"2026-10-23"},{"text":"All countries face transboundary climate risks through agricultural trade; the US, China, and Brazil are identified as significant sources of risk for global commodity markets, particularly affecting food security in Africa, Asia, and Latin America.","ai_generated":true,"unit":"sei-002554#insight-4","date_modified":"2026-10-23"},{"text":"National Adaptation Plans (NAPs) are progressing slowly, with only 34 countries having submitted them to the registry; these plans typically overlook human rights principles and transboundary risks, focusing instead on domestic hazards.","ai_generated":true,"unit":"sei-002554#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation finance for Africa is severely insufficient and poorly targeted; between 2014 and 2018, commitments remained below US$5.5 billion per year, with a disbursement ratio of only 46% and a bias toward mitigation over adaptation.","ai_generated":true,"unit":"sei-002554#insight-6","date_modified":"2026-10-23"},{"text":"Global climate finance is not yet aligned with 1.5°C pathways, with clean energy investment at only one-third of the required level; furthermore, investments in 'brown' sectors like oil and gas have continued to increase since 2015.","ai_generated":true,"unit":"sei-002554#insight-7","date_modified":"2026-10-23"},{"text":"Just transition efforts are currently too narrow, focusing primarily on labor policies in the energy sector; they need to expand to other GHG-intensive sectors, such as food production, and address socio-cultural impacts.","ai_generated":true,"unit":"sei-002554#insight-8","date_modified":"2026-10-23"},{"text":"Progress on loss and damage (L&D) is limited by the lack of a formal definition and financial mechanisms; annual finance needs for developing countries are estimated to reach between US$200 billion and US$580 billion by 2030.","ai_generated":true,"unit":"sei-002554#insight-9","date_modified":"2026-10-23"}],"climate_tags":["petroleum industry","ecosystem-based adaptation","food security","disaster risk reduction","national adaptation plan","climate finance","climate bond","just transition","loss and damage"],"geography_discussed":["Africa","United States","People's Republic of China","Brazil","South Africa","Nigeria","Sweden","Rwanda","Mexico","Chile","Colombia","Ghana"],"frame_perspective":[],"analysis_type":["policy assessment","quantitative analysis","gap analysis"]},{"id":"isdglo-000140","url":"https://climateinsightsdirectory.org/document/isdglo-000140","title":"She Drops: How QAnon Conspiracy Theories Legitimize Coordinated and Targeted Gender Based Violence","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.isdglobal.org/wp-content/uploads/2022/10/QAnon-and-Gender.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the role of gender-based violence (GBV) in the coordinated harassment of six celebrities by the QAnon community. Through the analysis of over 9 million posts across Facebook, Instagram, and Twitter, the authors find that while accusations of paedophilia are the primary driver of abuse, gender, race, and sexual orientation significantly amplify the volume and nature of the harassment. Women, particularly women of colour, experience higher rates of targeted hate and gender-specific abuse. The report identifies 'flashpoints'—unrelated negative media events—as catalysts that QAnon adherents leverage to amplify existing conspiracy narratives and coordinate 'brigading' campaigns. The authors argue that the 'paedophile' label serves as a tool for dehumanization, justifying mob justice and creating a persistent baseline of harassment that often extends to the targets' family members.","ai_generated":true,"unit":"isdglo-000140#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"QAnon-coordinated harassment frequently manifests as high-volume 'brigading', where targets are bombarded with slanderous accusations of paedophilia, often using graphic language involving rape and abduction.","ai_generated":true,"unit":"isdglo-000140#insight-1","date_modified":"2026-10-23"},{"text":"Gender is a primary determining factor in the intensity of harassment; in every case study pair, the female celebrity experienced a higher percentage of QAnon-related terms and online harassment on Twitter than her male counterpart.","ai_generated":true,"unit":"isdglo-000140#insight-2","date_modified":"2026-10-23"},{"text":"Women in the study faced significant levels of gender-specific abuse, with female abuse terms making up 32.2% of terms for Chrissy Teigen, 30% for Ellen DeGeneres, and 19.1% for Oprah Winfrey.","ai_generated":true,"unit":"isdglo-000140#insight-3","date_modified":"2026-10-23"},{"text":"Unrelated negative media stories, termed 'flashpoints', are leveraged by the QAnon community to amplify existing disinformation narratives and increase the volume of harassing activity.","ai_generated":true,"unit":"isdglo-000140#insight-4","date_modified":"2026-10-23"},{"text":"Race acts as an amplifying factor in gender-based violence, with women of colour experiencing more direct forms of GBV hate and the compounding impact of racist tropes.","ai_generated":true,"unit":"isdglo-000140#insight-5","date_modified":"2026-10-23"},{"text":"The 'paedophile' label creates a baseline of dehumanization and demonization that justifies targeted hate and provides a rationale for concomitant sexist, racist, or homophobic speech.","ai_generated":true,"unit":"isdglo-000140#insight-6","date_modified":"2026-10-23"},{"text":"Harassment is often coordinated through the sharing of target lists, which serve as markers for the community to identify and attack individuals, including those only tangentially related to the core conspiracy.","ai_generated":true,"unit":"isdglo-000140#insight-7","date_modified":"2026-10-23"},{"text":"Anti-LGBTQ+ hate was particularly prominent in the case of Jussie Smollett, showing a significant difference in the rate of such mentions compared to other LGBTQ+ individuals in the study.","ai_generated":true,"unit":"isdglo-000140#insight-8","date_modified":"2026-10-23"},{"text":"Antisemitic tropes remain a consistent, low-level theme across almost all cases, linking celebrities to conspiracies involving 'global elites' or 'Jews'.","ai_generated":true,"unit":"isdglo-000140#insight-9","date_modified":"2026-10-23"},{"text":"Harassment is cross-platform and persistent, with some targets like Tom Hanks, Chrissy Teigen, and Anderson Cooper experiencing sustained baseline hate that also extends to their family members.","ai_generated":true,"unit":"isdglo-000140#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["case study","quantitative analysis","qualitative analysis","social media analysis"]},{"id":"prio-001514","url":"https://climateinsightsdirectory.org/document/prio-001514","title":"External Voting among Central European Migrants Living in Western Europe","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2022","source_url":"https://cdn.cloud.prio.org/files/0bbb4a4d-a8cf-4cc3-b519-51157813c87d/Kotnarowski et al - External Voting among Central European Migrants Living in Western Europe PRIO Paper 2022.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research analyzes external voting data from parliamentary and presidential elections for migrants from Bulgaria, Czech Republic, Lithuania, Latvia, Poland, and Romania living in 17 European host countries. It employs the Pedersen index to measure the discrepancy between diaspora and domestic voting results and uses V-dem Party database dimensions to assess ideological differences. The findings generally indicate that diaspora voters are more liberal, less populist, and more economically right-wing than domestic voters, though their voting trends often mirror the dynamics of their countries of origin. The report also notes that the size and influence of these voting blocs are increasing, with the Bulgarian diaspora having the highest relative impact on national election results.","ai_generated":true,"unit":"prio-001514#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The level of discrepancy between diaspora and domestic voting results varies by country: Czech diasporas show a clear trend of voting increasingly differently from voters in their country of origin, while Lithuanian diasporas became more similar to domestic voters in the 2020 elections.","ai_generated":true,"unit":"prio-001514#insight-1","date_modified":"2026-10-23"},{"text":"Bulgarian, Latvian, and Polish diasporas experienced an initial period of convergence with domestic voting results, followed by a period of increasing discrepancy.","ai_generated":true,"unit":"prio-001514#insight-2","date_modified":"2026-10-23"},{"text":"Romanian diaspora voting results increasingly differed from domestic results between 2008 and 2016, but became slightly more similar in the 2016-2020 period.","ai_generated":true,"unit":"prio-001514#insight-3","date_modified":"2026-10-23"},{"text":"Across most analyzed countries, diaspora voters generally support more liberal and less populist parties than domestic voters, a trend most evident in recent years.","ai_generated":true,"unit":"prio-001514#insight-4","date_modified":"2026-10-23"},{"text":"On cultural dimensions, Lithuanian, Latvian, and Polish diasporas consistently vote for more progressive parties than domestic voters, whereas Bulgarian diasporas have become more culturally conservative than domestic voters since 2017.","ai_generated":true,"unit":"prio-001514#insight-5","date_modified":"2026-10-23"},{"text":"Most analyzed diasporas prefer economically right-wing parties and limited welfare measures, with the exception of Bulgarian diaspora voters after 2017, who supported left-wing and welfare-oriented parties more than domestic voters.","ai_generated":true,"unit":"prio-001514#insight-6","date_modified":"2026-10-23"},{"text":"Diaspora voters are significantly less likely to support clientelistic parties compared to voters in their country of origin.","ai_generated":true,"unit":"prio-001514#insight-7","date_modified":"2026-10-23"},{"text":"Attitudes toward immigration are split: Bulgarian and Latvian diasporas are more likely to vote for anti-immigrant parties, while Czech, Lithuanian, Polish, and Romanian diasporas are more likely to vote for pro-immigrant parties than domestic voters.","ai_generated":true,"unit":"prio-001514#insight-8","date_modified":"2026-10-23"},{"text":"The relative impact of the diaspora vote on national results is highest for Bulgaria (3.85% of all voters in 2021) and lowest for the Czech Republic (0.12% in 2017).","ai_generated":true,"unit":"prio-001514#insight-9","date_modified":"2026-10-23"},{"text":"The size of voting diasporas has increased over time across all host countries, driven by increased migration and a higher number of electoral commissions.","ai_generated":true,"unit":"prio-001514#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Austria","Belgium","Germany","Denmark","Spain","Finland","France","United Kingdom","Greece","Ireland","Italy","Netherlands","Portugal","Sweden","Norway","Iceland","Switzerland"],"frame_perspective":[],"analysis_type":["comparative analysis","quantitative analysis","electoral analysis"]},{"id":"prio-001619","url":"https://climateinsightsdirectory.org/document/prio-001619","title":"The UN Security Council and Women’s Full, Equal and Meaningful Participation","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2022","source_url":"https://cdn.cloud.prio.org/files/dc34d77c-7f71-40a2-9448-76c4054eedc7/Obermeier and Olsson - The UN Security Council and Womens Full Equal and Meaningful Participation GPS Policy Brief 1-2022.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The brief examines gender representation among individuals invited to brief the UN Security Council between 2015 and 2021. While the period remained male-dominated overall, the proportion of male briefers fell from 77% in 2015 to 52% in 2021. Women are more frequently represented when briefing as members of civil society organizations (CSOs) or government institutions, whereas men dominate the UN system and other multilateral organizations. The authors note a positive trend in the consultation of women's CSOs, which have moved from being primarily invited to thematic Women, Peace and Security (WPS) debates to briefing on a wider array of country-specific issues, including Afghanistan, Colombia, the DRC, Libya, and Mali.","ai_generated":true,"unit":"prio-001619#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2015 and 2021, the UN Security Council's invited briefers were predominantly male, though the gender gap narrowed significantly over the period. Male briefers accounted for 70% of all recorded briefers, but their proportion decreased from 77% in 2015 to 52% in 2021.","ai_generated":true,"unit":"prio-001619#insight-1","date_modified":"2026-10-23"},{"text":"There is a distinct gender divide based on the organizational affiliation of the briefers. Men primarily represent the UN system and other multilateral organizations, while women are more frequently found representing government institutions and civil society organizations (CSOs).","ai_generated":true,"unit":"prio-001619#insight-2","date_modified":"2026-10-23"},{"text":"The UN system is the most dominant source of briefers, accounting for 63% of all individuals. Within this group, there is a strong male imbalance, with 78% being men and 22% being women.","ai_generated":true,"unit":"prio-001619#insight-3","date_modified":"2026-10-23"},{"text":"Women's CSOs have seen an increase in both the frequency of their invitations and the diversity of the topics they address. In 2015, women's CSOs were invited to brief five times, mostly for WPS meetings; by 2021, they were invited 16 times, covering 12 different topics including 10 country-specific meetings such as Afghanistan, Colombia, the DRC, Libya, and Mali.","ai_generated":true,"unit":"prio-001619#insight-4","date_modified":"2026-10-23"},{"text":"The representation of women varies significantly by meeting topic. Women were consulted more frequently than men on eight specific topics, including Haiti, the Middle East, and Women, Peace and Security (WPS)—the latter of which had no male briefers. Conversely, men dominated deliberations on Sanctions, Mali, and Israel/Palestine.","ai_generated":true,"unit":"prio-001619#insight-5","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Afghanistan","Iraq","Somalia","Ireland","Kenya","Mexico","Norway","South Africa","Spain","Sweden","Colombia","South Sudan","Democratic Republic of the Congo","Libya","Mali"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy assessment"]},{"id":"prio-001631","url":"https://climateinsightsdirectory.org/document/prio-001631","title":"Conflict Trends: A Global Overview, 1946–2021","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2022","source_url":"https://cdn.cloud.prio.org/files/988284ec-ec0d-4d9b-ba30-006b223ce98e/Palik et al - Conflict Trends A Global Overview 1946-2021 PRIO Paper 2022.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes global conflict dynamics, noting that state-based conflicts reached historic highs in 2019 and 2020. It highlights the significant role of the Islamic State (IS) in driving conflict numbers and the rise of non-state conflicts, particularly in the Americas and Africa. The document also tracks the declining success rates of non-violent resistance campaigns and the prevalence of conflict-related sexual violence, which is most frequently recorded in Africa.","ai_generated":true,"unit":"prio-001631#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"State-based conflicts reached record highs in 2019 and 2020, with 56 conflicts recorded in each year. In 2021, 54 state-based conflicts were recorded across 35 countries, resulting in nearly 85,000 battle-related deaths.","ai_generated":true,"unit":"prio-001631#insight-1","date_modified":"2026-10-23"},{"text":"The conflict in Yemen saw a massive escalation in fatalities, with battle-related deaths increasing from 2,300 in 2020 to more than 23,000 in 2021.","ai_generated":true,"unit":"prio-001631#insight-2","date_modified":"2026-10-23"},{"text":"The expansion of the Islamic State (IS) has been a primary driver of the increase in state-based conflicts. In 2021, there were 15 conflicts involving IS, and between 2015 and 2021, IS-related conflicts represented 26% to 33% of all conflicts.","ai_generated":true,"unit":"prio-001631#insight-3","date_modified":"2026-10-23"},{"text":"Non-state conflicts have stabilized at higher levels than before 2012. In 2021, 76 non-state conflicts were recorded, resulting in 25,247 battle-related deaths, an increase of over 2,000 from the previous year.","ai_generated":true,"unit":"prio-001631#insight-4","date_modified":"2026-10-23"},{"text":"Non-state conflict in the Americas is primarily characterized by fighting between highly organized actors, specifically drug cartel violence in Mexico, whereas non-state conflict in Africa features a higher number of communal conflicts.","ai_generated":true,"unit":"prio-001631#insight-5","date_modified":"2026-10-23"},{"text":"One-sided violence fatalities increased from 8,596 in 2020 to 10,003 in 2021. While non-state actors commit the largest share of this violence, there has been an increase in government-perpetrated one-sided violence since 2014.","ai_generated":true,"unit":"prio-001631#insight-6","date_modified":"2026-10-23"},{"text":"Non-violent resistance campaigns were more prevalent than violent ones between 1989 and 2019, but their success rate has declined since 2010. In the last decade, six of ten years saw failure rates of 60% or higher.","ai_generated":true,"unit":"prio-001631#insight-7","date_modified":"2026-10-23"},{"text":"Conflict-related sexual violence (CRSV) is most frequently recorded in Africa, where 18% of all active conflict-actor-years between 1989 and 2019 experienced it. State actors are the most frequent perpetrators, responsible for more than half of all reported 'massive' levels of sexual violence.","ai_generated":true,"unit":"prio-001631#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Afghanistan","Yemen","Syria","Ethiopia","Mexico","Africa","Asia","Middle East","Americas","Europe","Tanzania"],"frame_perspective":[],"analysis_type":["quantitative analysis","trend analysis","regional comparison"]},{"id":"wwf-000906","url":"https://climateinsightsdirectory.org/document/wwf-000906","title":"PLOW PRINT 2022 REPORT","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.worldwildlife.org/documents/642/9ufzp89wfj_PlowprintReport_2022_Final_e.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2020, approximately 1.8 million acres of grasslands were converted to cropland across the Great Plains, with 385,000 acres lost in the Northern Great Plains. For the first time since the report's inception, wheat has replaced corn as the primary crop driving this loss across the entire region. While the 2020 conversion rate was lower than the five-year average, nearly 10 million acres have been plowed since 2016. The report highlights policy mechanisms for conservation, including the North American Grasslands Conservation Act and the 2023 Farm Bill, and notes the threat of woody-encroachment as a significant, though separate, driver of grassland loss.","ai_generated":true,"unit":"wwf-000906#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2020, nearly 1.8 million acres of grasslands were destroyed across the US and Canadian Great Plains, with 385,000 acres specifically plowed for cropland in the Northern Great Plains.","ai_generated":true,"unit":"wwf-000906#insight-1","date_modified":"2026-10-23"},{"text":"Since 2016, a total of nearly 10 million acres of grasslands have been plowed across the Great Plains region.","ai_generated":true,"unit":"wwf-000906#insight-2","date_modified":"2026-10-23"},{"text":"Wheat has become the leading crop driving annual grassland loss across the entire Great Plains, surpassing corn for the first time in the report's history. In 2020, wheat accounted for 24.0% of crops on converted acres across the Great Plains and 43.8% in the Northern Great Plains.","ai_generated":true,"unit":"wwf-000906#insight-3","date_modified":"2026-10-23"},{"text":"Woody-encroachment, defined as the expansion of non-native shrubs and trees like eastern red cedar, is a significant threat to grasslands. A cited study indicates that since 1999, woody plants have increased on over 108 million acres in the western US, an area 2.3 times the size of Nebraska.","ai_generated":true,"unit":"wwf-000906#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate resilience"],"geography_discussed":["Northern Great Plains","United States","Canada","Mexico","Nebraska"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy review"]}]}