{"query_echo":{"q":"","filters":{"analysis_type":["statistical analysis"]},"warnings":[]},"total":{"value":170,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=statistical+analysis&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=statistical+analysis&page=5","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":"climcent-000108","url":"https://climateinsightsdirectory.org/document/climcent-000108","title":"2022 U.S. Temperatures and Billion-Dollar Disasters","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2023-01-10","source_url":"https://www.climatecentral.org/climate-matters/2022-u-s-temperatures-and-billion-dollar-disasters","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2022, the U.S. experienced 18 billion-dollar weather and climate disasters causing $165 billion in damages and 474 deaths, with Hurricane Ian being the costliest hurricane on record. The year was the 18th hottest on record for the U.S., with 73% of analyzed locations experiencing warmer-than-normal temperatures. These events are part of a longer warming trend, with 98% of analyzed U.S. locations showing increased average annual temperatures from 1970 to 2021. Meanwhile, U.S. fossil fuel emissions increased by 1.5% in 2022, though the Inflation Reduction Act is expected to help double annual wind and solar PV capacity additions by 2027 compared to 2021.","ai_generated":true,"unit":"climcent-000108#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The U.S. faced 18 billion-dollar weather and climate disasters in 2022, resulting in an estimated 474 deaths and $165 billion in damages. This frequency is significantly higher than the long-term average of 8 such disasters per year since 1980, with the average time between events dropping from 82 days in the 1980s to 18 days between 2018 and 2022.","ai_generated":true,"unit":"climcent-000108#insight-1","date_modified":"2026-10-23"},{"text":"Specific high-impact events in 2022 included 10 severe storms between March and July causing nearly $19 billion in damage, and Hurricane Ian, which became the costliest hurricane on record with 152 fatalities and $112.9 billion in damage. Other significant events included flooding in Kentucky and Missouri, Hurricane Fiona in Puerto Rico, and wildfires across Alaska, Idaho, Montana, Washington, Oregon, California, and New Mexico.","ai_generated":true,"unit":"climcent-000108#insight-2","date_modified":"2026-10-23"},{"text":"2022 was the 18th hottest year on record for the U.S., with an annual average temperature 1.4°F above the 20th century average and the third-hottest summer on record (2.5°F above average). Analysis of 246 U.S. locations showed that 73% (180 locations) were warmer than the 1991-2020 normal period.","ai_generated":true,"unit":"climcent-000108#insight-3","date_modified":"2026-10-23"},{"text":"Long-term data indicates a consistent warming trend in the U.S., with average annual temperatures increasing in 98% of 246 analyzed locations from 1970 to 2021; two-thirds of these locations warmed by more than 2°F. In 2022, U.S. fossil fuel emissions increased by 1.5% relative to 2021, exceeding the global increase rate of 1%.","ai_generated":true,"unit":"climcent-000108#insight-4","date_modified":"2026-10-23"},{"text":"The Inflation Reduction Act is providing incentives for wind and solar energy in the U.S., and annual capacity additions for these sources are projected to double by 2027 compared to 2021 levels.","ai_generated":true,"unit":"climcent-000108#insight-5","date_modified":"2026-10-23"}],"climate_tags":["flood","hurricane","wildfire","drought","carbon dioxide","renewable energy","wind energy","solar energy","Inflation Reduction Act of 2022","Renewable portfolio standard"],"geography_discussed":["Kentucky","Missouri","Puerto Rico","Florida","New Mexico","California","Oregon","Washington","Idaho","Montana","Alaska","Arizona","Nevada","Texas","World"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis"]},{"id":"glowit-000041","url":"https://climateinsightsdirectory.org/document/glowit-000041","title":"Standing firm","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://globalwitness.org/en/campaigns/land-and-environmental-defenders/standing-firm/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Global Witness reports that at least 177 land and environmental defenders were murdered in 2022, with Latin America accounting for 88% of these cases. The report highlights the extreme danger faced by Indigenous peoples, who represented 36% of those killed, and identifies the Amazon as a critical hotspot where 22% of global killings occurred. It specifically examines the role of illegal gold mining in Brazil, Venezuela, and Peru, and the impact of the 'green transition' mineral boom in Southeast Asia. The document argues that impunity for these crimes is systemic and calls for stronger corporate accountability, specifically through the EU's Corporate Sustainability Due Diligence Directive.","ai_generated":true,"unit":"glowit-000041#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2022, at least 177 land and environmental defenders were murdered globally, continuing a trend where a defender was killed approximately every other day, similar to 2021.","ai_generated":true,"unit":"glowit-000041#insight-1","date_modified":"2026-10-23"},{"text":"Latin America is the most dangerous region for defenders, accounting for 88% of the world's killings in 2022. Colombia recorded the highest number of murders globally with 60 cases, nearly double its 2021 figure of 33.","ai_generated":true,"unit":"glowit-000041#insight-2","date_modified":"2026-10-23"},{"text":"Indigenous peoples are disproportionately targeted, representing 36% of the defenders murdered in 2022, despite making up only 6% of the global population.","ai_generated":true,"unit":"glowit-000041#insight-3","date_modified":"2026-10-23"},{"text":"The Amazon rainforest is a primary site of violence, hosting 22% of all global killings in 2022, with 39 defenders killed in the biome, including 11 from Indigenous communities.","ai_generated":true,"unit":"glowit-000041#insight-4","date_modified":"2026-10-23"},{"text":"Illegal gold mining in the Brazilian Amazon has increased by 1,271% over the last 35 years, with 95% of this activity in 2020 concentrated in the Yanomami, Munduruku, and Kayapó territories.","ai_generated":true,"unit":"glowit-000041#insight-5","date_modified":"2026-10-23"},{"text":"In the Philippines, 11 of the 16 recorded killings in Asia in 2022 occurred, with a third of total killings since 2012 linked to opposition against mining sector operations.","ai_generated":true,"unit":"glowit-000041#insight-6","date_modified":"2026-10-23"},{"text":"Non-lethal strategies are increasingly used to silence defenders, with criminalisation—including arrest and detention—accounting for over 34% of recorded violations in 2022.","ai_generated":true,"unit":"glowit-000041#insight-7","date_modified":"2026-10-23"},{"text":"The demand for minerals for 'green transition technologies' is driving a mining boom in Southeast Asia, which the report links to environmental abuse and human exploitation, particularly in Myanmar.","ai_generated":true,"unit":"glowit-000041#insight-8","date_modified":"2026-10-23"},{"text":"The report identifies agribusiness as the sector linked to the most killings in 2022 (10 cases), followed by mining (8 cases) and logging (4 cases).","ai_generated":true,"unit":"glowit-000041#insight-9","date_modified":"2026-10-23"},{"text":"The European Union's proposed Corporate Sustainability Due Diligence Directive (CSDDD) is viewed as a potential 'gamechanger' if it mandates due diligence and allows victims to hold companies accountable in European courts.","ai_generated":true,"unit":"glowit-000041#insight-10","date_modified":"2026-10-23"}],"climate_tags":["indigenous rights","deforestation","climate finance","Loss and Damage Fund","Just Energy Transition Partnership"],"geography_discussed":["Latin America","Colombia","Brazil","Mexico","Honduras","Philippines","Amazon rainforest","Venezuela","Peru","Vietnam","Myanmar","Democratic Republic of the Congo","European Union"],"frame_perspective":[],"analysis_type":["statistical analysis","case study","policy review"]},{"id":"glowit-000158","url":"https://climateinsightsdirectory.org/document/glowit-000158","title":"Siempre en pie","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"es","date_published":"2023","source_url":"https://globalwitness.org/es/campaigns/land-and-environmental-defenders/standing-firm-es/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2022, Global Witness documented at least 177 killings of land and environmental defenders, with 88% occurring in Latin America. Colombia, Brazil, and Mexico accounted for over 70% of these deaths. The report highlights a critical situation in the Amazon, where 22% of global killings occurred, often linked to illegal mining and agroindustry. It also details the 'criminalization' of activists as a non-lethal strategy to silence dissent. The document advocates for the EU's proposed Corporate Sustainability Due Diligence Directive to hold companies accountable for human rights and environmental abuses in their global supply chains.","ai_generated":true,"unit":"glowit-000158#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"At least 177 land and environmental defenders were killed in 2022, contributing to a total of 1,910 homicides documented since 2012. Of these, 1,390 occurred after the adoption of the Paris Agreement on December 12, 2015.","ai_generated":true,"unit":"glowit-000158#insight-1","date_modified":"2026-10-23"},{"text":"Latin America is the most dangerous region for defenders, accounting for 88% of the 2022 killings. Colombia recorded the highest number of deaths with 60, nearly double its 2021 figure of 33. Brazil had 34 deaths, and Mexico had 31.","ai_generated":true,"unit":"glowit-000158#insight-2","date_modified":"2026-10-23"},{"text":"The Amazon biome is a critical hotspot for violence, accounting for 22% (39 out of 177) of the world's documented killings in 2022, including 11 indigenous people.","ai_generated":true,"unit":"glowit-000158#insight-3","date_modified":"2026-10-23"},{"text":"Indigenous peoples are disproportionately targeted; they represented 36% of the 2022 killings despite making up only 6% of the global population.","ai_generated":true,"unit":"glowit-000158#insight-4","date_modified":"2026-10-23"},{"text":"Agroindustry was the sector most linked to killings in 2022, connected to 10 cases (half in Mexico), followed by mining (8 cases) and logging (4 cases).","ai_generated":true,"unit":"glowit-000158#insight-5","date_modified":"2026-10-23"},{"text":"Criminalization—including detention and prosecution—is a primary non-lethal strategy to silence defenders, representing 34% of recorded violations in 2022 according to Front Line Defenders.","ai_generated":true,"unit":"glowit-000158#insight-6","date_modified":"2026-10-23"},{"text":"In the Philippines, 11 of the 16 documented killings in Asia occurred, with a third of all deaths since 2012 linked to mining operations. The government uses 'red-tagging' to accuse activists of communist insurgency.","ai_generated":true,"unit":"glowit-000158#insight-7","date_modified":"2026-10-23"},{"text":"Illegal gold mining in the Kayapó territories of Brazil has increased by 1,271% over the last 35 years, with the extracted gold entering the supply chains of international companies including Apple, Google, Microsoft, and Amazon via refineries like Chimet.","ai_generated":true,"unit":"glowit-000158#insight-8","date_modified":"2026-10-23"},{"text":"In Vietnam, climate activists have been detained on tax evasion charges, including Hoang Thi Minh Hong and Dang Dinh Bach, while the government signs a $15.5 billion Just Energy Transition Partnership (JETP) with the G7.","ai_generated":true,"unit":"glowit-000158#insight-9","date_modified":"2026-10-23"},{"text":"The report argues that the EU's proposed Corporate Sustainability Due Diligence Directive could be a turning point by requiring large companies to prevent human rights and environmental risks and allowing victims to seek justice in European courts.","ai_generated":true,"unit":"glowit-000158#insight-10","date_modified":"2026-10-23"}],"climate_tags":["human rights","deforestation","indigenous rights","climate finance","Just Energy Transition Partnership","biodiversity loss"],"geography_discussed":["Colombia","Brazil","Mexico","Honduras","Asia","Philippines","Indonesia","India","Vietnam","Africa","Democratic Republic of the Congo","Malawi","South Africa","Venezuela","Peru","European Union","Australia"],"frame_perspective":[],"analysis_type":["statistical analysis","case study","policy review"]},{"id":"climcent-000186","url":"https://climateinsightsdirectory.org/document/climcent-000186","title":"Daily Heat Records Rising","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"research paper","language":"en","date_published":"2022-12-14","source_url":"https://www.climatecentral.org/climate-matters/daily-heat-records-rising-2022","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate Central's analysis of 247 U.S. locations shows a significant shift toward heat records over cold records, with 96% of locations setting more heat records in the 2010s compared to 54% in the 1910s. From January 2020 to November 2022, 91% of analyzed locations saw more record heat than cold, with some cities like Tampa and Miami setting only heat records. The report links these local trends to global warming, noting that daily heat records in the U.S. have become at least twice as frequent as cold records, increasing risks for health, ecosystems, and infrastructure.","ai_generated":true,"unit":"climcent-000186#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of 247 U.S. locations shows a marked increase in the proportion of sites where heat records outnumber cold records over the last century: 96% of locations set more heat records than cold records in the 2010s, compared to 54% in the 1910s.","ai_generated":true,"unit":"climcent-000186#insight-1","date_modified":"2026-10-23"},{"text":"Between January 2020 and November 2022, 91% of 245 analyzed locations experienced more record heat than record cold. During this period, 25 U.S. locations set only heat records; Tampa, Florida, had the highest imbalance with 76 heat records and zero cold records, followed by Miami, Phoenix, Reno, and San Francisco.","ai_generated":true,"unit":"climcent-000186#insight-2","date_modified":"2026-10-23"},{"text":"At a national scale, daily heat records in the U.S. have become at least twice as frequent as daily cold records. NOAA data indicates that through December 13, 2022, the U.S. experienced approximately twice as many daily heat records as cold records.","ai_generated":true,"unit":"climcent-000186#insight-3","date_modified":"2026-10-23"},{"text":"Current data for the 2020s suggests that the rates of record-setting heat may exceed those observed during the Great Plains Dust Bowl drought of the 1930s, which previously represented a peak in warm season (May-August) heat records until the 2010s.","ai_generated":true,"unit":"climcent-000186#insight-4","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","climate change","heat wave","wildfire","drought","wind energy","solar energy","methane emissions"],"geography_discussed":["World","Q49255","Miami","Phoenix","Reno","San Francisco","Greenville","Presque Isle"],"frame_perspective":[],"analysis_type":["trend analysis","statistical analysis"]},{"id":"glowit-000007","url":"https://climateinsightsdirectory.org/document/glowit-000007","title":"Una década de resistencia","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"es","date_published":"2022-09-29","source_url":"https://globalwitness.org/es/campaigns/land-and-environmental-defenders/decade-defiance-es/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Global Witness reports that 1,733 land and environmental defenders were killed between 2012 and 2021, with 200 deaths recorded in 2021 alone. The report highlights a disproportionate impact on indigenous peoples, who represent over 40% of fatal attacks despite being only 5% of the global population. Mexico, Brazil, and Colombia are identified as the most dangerous countries, where extractivism, land inequality, and corporate impunity drive violence. The document calls for the implementation of the Escazú Agreement and stricter mandatory human rights and environmental due diligence for companies, particularly within the European Union.","ai_generated":true,"unit":"glowit-000007#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2012 and 2021, Global Witness documented the killings of 1,733 land and environmental defenders, averaging one death approximately every two days.","ai_generated":true,"unit":"glowit-000007#insight-1","date_modified":"2026-10-23"},{"text":"In 2021, 200 land and environmental defenders were killed, which is an average of nearly four people per week.","ai_generated":true,"unit":"glowit-000007#insight-2","date_modified":"2026-10-23"},{"text":"Indigenous peoples are disproportionately targeted; in 2021, they accounted for over 40% of all fatal attacks, despite making up only 5% of the world's population.","ai_generated":true,"unit":"glowit-000007#insight-3","date_modified":"2026-10-23"},{"text":"Mexico recorded the highest number of killings in 2021 with 54 deaths, an increase from 30 the previous year, with mining and land conflicts linked to two-thirds of these attacks.","ai_generated":true,"unit":"glowit-000007#insight-4","date_modified":"2026-10-23"},{"text":"Brazil has the highest total number of documented killings since 2012, with 342 fatal attacks, the majority of which occurred in the Amazon.","ai_generated":true,"unit":"glowit-000007#insight-5","date_modified":"2026-10-23"},{"text":"The Philippines is identified as the worst place in Asia for land and environmental defenders, with 270 killings between 2012 and 2021, often linked to opposition to corporate operations in mining and agribusiness.","ai_generated":true,"unit":"glowit-000007#insight-6","date_modified":"2026-10-23"},{"text":"The Voluntary Carbon Market (VCM) is identified as a risk for 'carbon theft,' where forest and renewable energy projects lead to land grabbing and human rights abuses against indigenous and local communities in the Global South.","ai_generated":true,"unit":"glowit-000007#insight-7","date_modified":"2026-10-23"},{"text":"Structural drivers of violence include extreme land tenure inequality, corruption, the shrinking of civic space, and a corporate culture of impunity where human rights guidelines remain largely voluntary.","ai_generated":true,"unit":"glowit-000007#insight-8","date_modified":"2026-10-23"},{"text":"The Escazú Agreement, which entered into force on April 22, 2021, is the first legally binding international instrument to include specific provisions for the protection of environmental defenders.","ai_generated":true,"unit":"glowit-000007#insight-9","date_modified":"2026-10-23"}],"climate_tags":["indigenous rights","extractive industry","mining","deforestation","carbon offset","climate justice","biodiversity loss","human rights","land tenure"],"geography_discussed":["Mexico","Brazil","Colombia","Philippines","India","Canada","Honduras","Uganda","South Africa","Indonesia","Democratic Republic of the Congo","Kenya","European Union","Amazon rainforest"],"frame_perspective":[],"analysis_type":["statistical analysis","case study","policy review"]},{"id":"climcent-000221","url":"https://climateinsightsdirectory.org/document/climcent-000221","title":"Surging Weather-related Power Outages","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2022-09-14","source_url":"https://www.climatecentral.org/climate-matters/surging-weather-related-power-outages","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Between 2000 and 2021, the U.S. experienced 1,542 major weather-related power outages, with 83% of all reported major outages attributed to weather. The average annual number of these events increased by approximately 78% in the 2011-2021 decade compared to 2000-2010. Severe weather, winter weather, and tropical cyclones were the primary drivers, with the Southeast, Midwest, and Northeast regions most affected. To address these vulnerabilities, the document suggests solutions such as microgrids, smart grid technologies, grid hardening, and bidirectional charging for electric vehicles.","ai_generated":true,"unit":"climcent-000221#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2000 and 2021, weather-related events accounted for approximately 83% of all reported major power outages in the U.S., where a major outage is defined as one affecting at least 50,000 customers.","ai_generated":true,"unit":"climcent-000221#insight-1","date_modified":"2026-10-23"},{"text":"The frequency of weather-related power outages rose significantly in the second decade of the study, with the average annual number of outages increasing by roughly 78% from 2011-2021 compared to the 2000-2010 period.","ai_generated":true,"unit":"climcent-000221#insight-2","date_modified":"2026-10-23"},{"text":"Of the 1,542 weather-related major power outages recorded from 2000-2021, 58% were caused by severe weather (such as high winds, rain, and thunderstorms), 22% by winter weather (including snow, ice, and freezing rain), and 15% by tropical storms and hurricanes. Extreme heat and wildfires caused approximately 5% of these outages.","ai_generated":true,"unit":"climcent-000221#insight-3","date_modified":"2026-10-23"},{"text":"Geographically, the Southeast region had the highest number of weather-related major outages (474), followed by the Midwest (363) and the Northeast (346). The states with the highest number of reported weather-related outages were Texas (180), Michigan (132), California (129), North Carolina (97), and Pennsylvania (82).","ai_generated":true,"unit":"climcent-000221#insight-4","date_modified":"2026-10-23"},{"text":"To enhance electricity security and resilience against climate-driven stresses on aging infrastructure, the document identifies several solutions: microgrids, smart grid technologies, grid hardening (such as burying transmission lines and tree trimming), bidirectional charging for electric vehicles, and demand-reduction incentives.","ai_generated":true,"unit":"climcent-000221#insight-5","date_modified":"2026-10-23"}],"climate_tags":["electrical grid","extreme weather event","climate change","tropical cyclone","wildfire","extreme heat","Resilience (power system)","microgrid","smart grid","electric vehicle"],"geography_discussed":["Southeast","Midwestern United States","Northeastern United States","Texas","Michigan","California","North Carolina","Pennsylvania"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis","policy recommendation"]},{"id":"sei-001743","url":"https://climateinsightsdirectory.org/document/sei-001743","title":"Konsumtionskompassen","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"sv","date_published":"2022-09","source_url":"https://www.sei.org/wp-content/uploads/2022/09/sei-konsumtionkompassen-axelsson.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute (SEI) has developed 'Konsumtionskompassen' (version 1.0), a digital tool that estimates the climate impact of household consumption across all Swedish municipalities down to the postal code level. The tool covers over 110 consumption categories, identifying 'hotspots' to help local governments implement targeted climate measures. Findings indicate significant disparities in footprints between resource-poor and resource-rich areas, and highlight that while average footprints are similar across municipalities, the composition of emissions varies by urbanisation and geography.","ai_generated":true,"unit":"sei-001743#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There are substantial differences in consumption-based climate impacts between Swedish households, ranging from approximately 3.5 tonnes of CO2e per person per year in resource-poor areas to nearly 18 tonnes in resource-rich areas.","ai_generated":true,"unit":"sei-001743#insight-1","date_modified":"2026-10-23"},{"text":"On average, the total consumption-based emissions for Swedish households are 6.3 tonnes of CO2e per person per year, with transport being the largest contributing category at 42% of emissions.","ai_generated":true,"unit":"sei-001743#insight-2","date_modified":"2026-10-23"},{"text":"While average climate footprints are similar across most municipalities, the specific drivers vary: urban areas show higher footprints due to increased flying, whereas rural areas have higher footprints from car use.","ai_generated":true,"unit":"sei-001743#insight-3","date_modified":"2026-10-23"},{"text":"Geographic location influences energy consumption, specifically with residents in northern Sweden using more energy for heating.","ai_generated":true,"unit":"sei-001743#insight-4","date_modified":"2026-10-23"},{"text":"The tool's calculations are approximately one tonne higher than official Swedish figures from SCB because it includes long-distance flights and high-altitude effects.","ai_generated":true,"unit":"sei-001743#insight-5","date_modified":"2026-10-23"}],"climate_tags":["sustainable consumption","transportation","aviation"],"geography_discussed":["Umeå Municipality","Kalmar Municipality","Stockholm Municipality"],"frame_perspective":[],"analysis_type":["tool description","statistical analysis"]},{"id":"clipolin-000667","url":"https://climateinsightsdirectory.org/document/clipolin-000667","title":"MINING ROYALTIES AND SOCIOECONOMIC DEVELOPMENT IN PARÁ","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2022-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2022/06/METHODOLOGY_MINING-ROYALTIES-PARA_EN.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research employs a Fixed Effect design to analyze how mining royalties per capita correlate with socioeconomic indicators (health, education, employment, and income) and homicide rates, as well as municipal fiscal spending. While simple correlations suggest mining royalties improve socioeconomic outcomes and increase violence, the application of municipality and year fixed effects removes the statistical significance for economic outcomes and reveals a negative correlation with homicide rates. In terms of fiscal impact, an increase of R$ 1 in mining royalties is associated with a corresponding R$ 1 increase in total expenditures, primarily affecting public sector wages and pensions, followed by health and education. The study also notes that mining royalties are not associated with increased urban property tax (IPTU) revenue, suggesting a potential reduction in fiscal effort by benefited municipalities.","ai_generated":true,"unit":"clipolin-000667#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"When using a methodology that does not account for fixed characteristics of municipalities, mining royalties show positive and statistically significant correlations with health, education, employment, income, and violence. However, after netting out municipality and year fixed effects, no statistical significance is found for economic outcomes, and the correlation with the homicide rate becomes negative.","ai_generated":true,"unit":"clipolin-000667#insight-1","date_modified":"2026-10-23"},{"text":"An increase of R$ 1 in mining royalties is associated with an equal increase of R$ 1 in total expenditures, split evenly between current and capital expenses. The areas most affected by these increases are public sector wages and pensions, followed by health and education expenses.","ai_generated":true,"unit":"clipolin-000667#insight-2","date_modified":"2026-10-23"},{"text":"Mining royalties do not correlate with an increase in fiscal revenue from the urban property tax (IPTU), which the authors suggest may indicate that these royalties reduce the fiscal effort of the municipalities receiving them.","ai_generated":true,"unit":"clipolin-000667#insight-3","date_modified":"2026-10-23"}],"climate_tags":["public finance"],"geography_discussed":["Brazil"],"frame_perspective":[],"analysis_type":["statistical analysis","econometric modeling"]},{"id":"climcent-000203","url":"https://climateinsightsdirectory.org/document/climcent-000203","title":"More Extremely Hot Days","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2022-06-29","source_url":"https://www.climatecentral.org/climate-matters/more-extremely-hot-days","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Analysis of 246 U.S. locations shows that 74% have experienced an annual increase in extremely hot days since 1970, with Austin, TX seeing the largest increase. The document highlights that extreme heat risks are higher in traditionally cooler regions due to lack of acclimatization and infrastructure, and that vulnerable populations including children, seniors, and low-income households are disproportionately affected.","ai_generated":true,"unit":"climcent-000203#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 1970 and 2021, 74% (184) of 246 analyzed U.S. locations reported an annual increase in extremely hot days, with 51% (126) of those locations seeing at least seven additional extremely hot days per year.","ai_generated":true,"unit":"climcent-000203#insight-1","date_modified":"2026-10-23"},{"text":"Austin, TX experienced the most significant increase in extreme heat, with 43 additional days per year exceeding 100°F.","ai_generated":true,"unit":"climcent-000203#insight-2","date_modified":"2026-10-23"},{"text":"The risk of heat-related hospitalizations is higher in traditionally cooler regions, such as the Northwest, West, and Northeast, because residents are less acclimatized and lack infrastructure like central air conditioning.","ai_generated":true,"unit":"climcent-000203#insight-3","date_modified":"2026-10-23"},{"text":"Certain populations are more vulnerable to excessive heat, specifically children, athletes, adults over 65, outdoor workers, low income households, and individuals with chronic medical conditions.","ai_generated":true,"unit":"climcent-000203#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","extreme heat","public health","climate justice","infrastructure"],"geography_discussed":["Austin","Fairbanks","Miami","Phoenix","New York City","Northwest","West","Northeastern United States","South","Southeast","Wheeling"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis"]},{"id":"gclifun-006018","url":"https://climateinsightsdirectory.org/document/gclifun-006018","title":"Overall Pipeline","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-05-11","source_url":"https://www.greenclimate.fund/sites/default/files/document/pipeline-apr2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Green Climate Fund's overall pipeline as of April 2022 consists of 438 projects with a total value of $74,879M. The pipeline is divided between the Public Sector (DMA) and Private Sector (PSF), with the highest total values concentrated in the Asia-Pacific and Africa regions. Projects are categorised by themes including adaptation, mitigation, and cross-cutting, with cross-cutting projects representing the largest total value at $44,589M. The report further details funding proposals and concept notes, including their financial instruments and impact potential.","ai_generated":true,"unit":"gclifun-006018#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of April 2022, the overall pipeline contains 438 projects with a total value of $74,879M. This is split between the Public Sector (DMA) with 295 projects and the Private Sector (PSF) with 143 projects.","ai_generated":true,"unit":"gclifun-006018#insight-1","date_modified":"2026-10-23"},{"text":"The funding proposal pipeline has an estimated impact potential of 287,478,151 total beneficiaries, of whom 12.74% are female, and an estimated tCO2eq of 941,838,201.","ai_generated":true,"unit":"gclifun-006018#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","Private sector engagement"],"geography_discussed":["Africa","Asia-Pacific","Latin America and the Caribbean","Eastern Europe"],"frame_perspective":[],"analysis_type":["statistical analysis"]},{"id":"sei-002267","url":"https://climateinsightsdirectory.org/document/sei-002267","title":"Samers förtroende för förvaltningen av vattenkraft: en enkätstudie","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"sv","date_published":"2022-05","source_url":"https://www.sei.org/wp-content/uploads/2022/05/entrugo-samers-vattenkraft-sei2022.015.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study reveals very low trust among Sámi respondents toward Swedish state authorities and hydropower companies regarding the protection of Sámi rights. This distrust is strongly correlated with high levels of concern over the negative impacts of hydropower on traditional land and water use, as well as perceptions of limited influence, insufficient institutional competence in Sámi rights, and poor communication. The authors argue that this trust deficit stems from a governance approach that treats the Sámi as mere stakeholders in dialogue rather than as rights-holders.","ai_generated":true,"unit":"sei-002267#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a pervasive and very low level of trust among Sámi respondents toward the actors managing hydropower, specifically the County Administrative Boards and hydropower companies.","ai_generated":true,"unit":"sei-002267#insight-1","date_modified":"2026-10-23"},{"text":"Sámi respondents express high levels of concern that hydropower negatively impacts traditional Sámi land, water, and natural resource use, as well as their culture.","ai_generated":true,"unit":"sei-002267#insight-2","date_modified":"2026-10-23"},{"text":"Low trust is significantly correlated with a perceived lack of influence over decisions, a lack of competence regarding Sámi rights among officials, and poor interpersonal treatment.","ai_generated":true,"unit":"sei-002267#insight-3","date_modified":"2026-10-23"},{"text":"A majority of respondents are unaware of the ongoing review of hydropower environmental conditions, and those who are aware have very little trust that the process will improve respect for Sámi rights.","ai_generated":true,"unit":"sei-002267#insight-4","date_modified":"2026-10-23"},{"text":"Demographic analysis shows that women generally report higher levels of concern than men, while men report significantly higher trust in hydropower companies' respect for Sámi rights.","ai_generated":true,"unit":"sei-002267#insight-5","date_modified":"2026-10-23"},{"text":"Highly educated Sámi women exhibit lower trust and a more negative perception of institutional competence and influence compared to women with lower education levels.","ai_generated":true,"unit":"sei-002267#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that the trust deficit is a result of the Swedish government and managing actors limiting Sámi participation to stakeholder-based dialogues rather than addressing them as rights-holders.","ai_generated":true,"unit":"sei-002267#insight-7","date_modified":"2026-10-23"}],"climate_tags":["hydropower","indigenous rights","land use","water management","renewable energy"],"geography_discussed":["Norrbotten County","Västerbotten County","Jämtland County","Stockholm County"],"frame_perspective":[],"analysis_type":["survey","statistical analysis","regression analysis"]},{"id":"climcent-000254","url":"https://climateinsightsdirectory.org/document/climcent-000254","title":"Wetter Rainfall Hours in a Warming Climate","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"report","language":"en","date_published":"2022-04-27","source_url":"https://www.climatecentral.org/climate-matters/wetter-rainfall-hours-in-a-warming-climate","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"An analysis of 150 U.S. weather stations shows that 90% experienced an increase in hourly rainfall intensity between 1970 and 2021, with an average increase of 13%. These intensifying rainfall extremes, which contribute to flash flooding and landslides, affect both wet and dry regions, with the most significant increases observed in locations such as Fairbanks, Alaska, and El Paso, Texas.","ai_generated":true,"unit":"climcent-000254#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 1970 and 2021, 90% of the 150 analyzed U.S. weather stations saw an increase in hourly rainfall intensity, with an average increase of 13% across all stations.","ai_generated":true,"unit":"climcent-000254#insight-1","date_modified":"2026-10-23"},{"text":"The increase in hourly rainfall intensity is widespread across the contiguous U.S., particularly in the Southwest, Plains, Northern Rockies, Upper Midwest, Ohio Valley, and Northeast. 63% of the stations experienced an increase of 10% or more.","ai_generated":true,"unit":"climcent-000254#insight-2","date_modified":"2026-10-23"},{"text":"The highest increases in hourly rainfall intensity occurred in locations with varying precipitation levels, including Fairbanks, Alaska (49%), El Paso, Texas (40%), and Wichita Area, Kansas (38%). Most of the top 10 locations for intensity increase are below the national average for mean annual precipitation of 31.3 inches.","ai_generated":true,"unit":"climcent-000254#insight-3","date_modified":"2026-10-23"},{"text":"Intensifying rainfall has significant economic and safety impacts; changes in rainfall from 1988 to 2017 were responsible for approximately $73 billion, or one-third, of U.S. flood damages during that period.","ai_generated":true,"unit":"climcent-000254#insight-4","date_modified":"2026-10-23"},{"text":"Vulnerability to heavy rain-related hazards is disproportionately high for mobile homes and racial minorities, particularly in the southern U.S. and rural areas.","ai_generated":true,"unit":"climcent-000254#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","extreme rainfall","flash flood","landslide","flood risk","climate justice"],"geography_discussed":["Fairbanks","El Paso","Wichita Area, Kan.","Rapid City, S.D.","Bismarck, N.D.","Reno, Nev.","San Angelo","Sioux City","Huntington, W.Va.","North Platte, Neb."],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis"]},{"id":"gem-000087","url":"https://climateinsightsdirectory.org/document/gem-000087","title":"繁荣与衰落","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"zh","date_published":"2022-04","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBustCoalPlants_2022_Chinese_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights a global trend toward phasing out coal power, accelerated by COP26 commitments, while identifying China as a significant exception due to its continued construction of new plants. It details the decline of international public financing for coal and the risks associated with 'clean coal' technologies like CCS.","ai_generated":true,"unit":"gem-000087#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 2021, over 2,400 coal-fired power plants are operating across 79 countries with a total capacity near 2,100 GW, while 176 GW is under construction and 280 GW is planned.","ai_generated":true,"unit":"gem-000087#insight-1","date_modified":"2026-10-23"},{"text":"China is a major outlier in the global trend of coal decline; in 2021, it added 25.2 GW of new capacity, accounting for 56% of global additions, and started construction on 33 GW of new plants, the highest level since 2016.","ai_generated":true,"unit":"gem-000087#insight-2","date_modified":"2026-10-23"},{"text":"International public financing for new coal is largely exhausted after G20 nations, including China, Japan, and South Korea, committed to stop such support. China's specific pledge to not build new coal plants abroad puts 56 planned overseas plants (52.8 GW) at risk of cancellation.","ai_generated":true,"unit":"gem-000087#insight-3","date_modified":"2026-10-23"},{"text":"The European Union saw record retirements in 2021 with 12.9 GW closed, led by Germany (5.8 GW), Portugal (1.9 GW), and Spain (1.7 GW), with Portugal achieving zero coal power in November 2021.","ai_generated":true,"unit":"gem-000087#insight-4","date_modified":"2026-10-23"},{"text":"The United States' coal retirement rate has slowed, with only 6.4 to 9 GW retired in 2021, far below the average annual retirement of 25 GW needed to meet climate goals by 2030.","ai_generated":true,"unit":"gem-000087#insight-5","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","carbon capture and storage","climate finance","carbon neutrality","Paris Agreement","2021 United Nations Climate Change Conference","renewable energy"],"geography_discussed":["People's Republic of China","European Union","United States","Indonesia","Vietnam","Germany","Portugal","Spain"],"frame_perspective":[],"analysis_type":["statistical analysis","policy assessment","trend tracking"]},{"id":"gem-000093","url":"https://climateinsightsdirectory.org/document/gem-000093","title":"YÜKSELIŞ VE ÇÖKÜŞ 2022","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"tr","date_published":"2022-04","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBustCoalPlants_2022_Turkish_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a comprehensive tracking of global coal-fired power plant capacity, highlighting a divergence between the decline of coal in most OECD and non-OECD countries and the continued expansion of coal capacity in China. It evaluates the effectiveness of COP 26 commitments, the role of public financing, and the perceived inefficiency of 'clean coal' technologies like Carbon Capture and Storage (CCS).","ai_generated":true,"unit":"gem-000093#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of the report's scope, there are over 2,400 coal-fired power plants with a total installed capacity of 2,100 GW across 79 countries. Additionally, 189 plants (176 GW) are under construction and 296 plants (280 GW) are in the planning stages.","ai_generated":true,"unit":"gem-000093#insight-1","date_modified":"2026-10-23"},{"text":"The global coal fleet grew by 18.2 GW in 2021, primarily driven by China, where 56% of the 45 GW of new capacity commissioned worldwide was located.","ai_generated":true,"unit":"gem-000093#insight-2","date_modified":"2026-10-23"},{"text":"China's coal expansion continues to defy global trends; in 2021, China began construction on 33 GW of new capacity, which is more than three times the total new capacity started in the rest of the world.","ai_generated":true,"unit":"gem-000093#insight-3","date_modified":"2026-10-23"},{"text":"Following COP 26, the number of coal plants with determined closure dates nearly doubled to 750 (550 GW). Only 5% of currently operating coal plants (170 plants, 89 GW) lack a closure date or carbon-neutral target.","ai_generated":true,"unit":"gem-000093#insight-4","date_modified":"2026-10-23"},{"text":"International public financing for new coal is largely exhausted after G20 countries, including China, Japan, and South Korea, committed to ending such support before COP 26.","ai_generated":true,"unit":"gem-000093#insight-5","date_modified":"2026-10-23"},{"text":"The European Union set a record in 2021 by retiring 12.9 GW of coal capacity, with Germany (5.8 GW), Portugal (1.9 GW), and Spain (1.7 GW) as the top contributors. Portugal completely ended coal-fired electricity production in November 2021.","ai_generated":true,"unit":"gem-000093#insight-6","date_modified":"2026-10-23"},{"text":"In the United States, coal retirements slowed in 2021, with an estimated 6.4 GW to 9 GW retired, compared to 21.7 GW in 2015. To meet climate goals, the US needs to retire an average of 25 GW annually until 2030.","ai_generated":true,"unit":"gem-000093#insight-7","date_modified":"2026-10-23"},{"text":"Turkey remains one of the countries with the largest developing coal capacity globally, with 74% of proposed OECD coal capacity located in Turkey, despite facing strong social opposition and financing difficulties.","ai_generated":true,"unit":"gem-000093#insight-8","date_modified":"2026-10-23"},{"text":"Carbon Capture and Storage (CCS) and other 'clean coal' technologies are described as expensive and uncertain distractions that delay the transition to renewable energy, citing failures like the Petra Nova project in the US.","ai_generated":true,"unit":"gem-000093#insight-9","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","carbon capture and storage","climate finance","carbon neutrality","2021 United Nations Climate Change Conference","Paris Agreement","renewable energy","decarbonization","public finance"],"geography_discussed":["People's Republic of China","United States","Turkey","India","Germany","Portugal","Spain","Japan"],"frame_perspective":[],"analysis_type":["statistical analysis","policy assessment","trend tracking"]},{"id":"ember-000379","url":"https://climateinsightsdirectory.org/document/ember-000379","title":"European Electricity Review 2022","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2022-02","source_url":"https://ember-energy.org/app/uploads/2022/02/Report-EER.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The European Electricity Review 2022 identifies a 'paradigm shift' in the EU power sector where soaring gas prices in 2021 led new renewable energy to replace fossil gas instead of coal. While wind and solar reached record generation of 547 TWh in 2021, overall power sector emissions declined at less than half the rate required to meet 1.5°C targets. The report highlights that coal phase-outs are stalling in some regions, such as Poland, and that the structural decline of nuclear power is further slowing decarbonization by forcing renewables to replace lost nuclear capacity rather than fossil fuels.","ai_generated":true,"unit":"ember-000379#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 'paradigm shift' occurred in 2021 as high fossil gas prices caused new renewable energy to replace gas rather than coal. Between 2011 and 2019, over 80% of new renewables replaced coal, but since 2019, 52% of new renewable generation replaced gas and a third replaced nuclear, while only a sixth replaced coal.","ai_generated":true,"unit":"ember-000379#insight-1","date_modified":"2026-10-23"},{"text":"EU power sector emissions are not declining fast enough to align with 1.5°C goals, which require zero emissions by 2035 for advanced economies. Since 2019, emissions have declined at an average annual rate of 2.5%, which is less than half of the 6% annual decline required.","ai_generated":true,"unit":"ember-000379#insight-2","date_modified":"2026-10-23"},{"text":"Wind and solar power reached a record 547 TWh in 2021, marking the first time they generated more electricity than fossil gas (524 TWh). Solar power grew significantly, producing 27% more power in 2021 than in 2019, with generation doubling in Spain and the Netherlands.","ai_generated":true,"unit":"ember-000379#insight-3","date_modified":"2026-10-23"},{"text":"The decline of coal is uneven across the EU and primarily driven by plant closures. While Spain's coal output almost halved following the closure of 6.5GW of capacity, Poland's coal power output increased by 7% since 2019.","ai_generated":true,"unit":"ember-000379#insight-4","date_modified":"2026-10-23"},{"text":"The structural decline of nuclear power is hindering decarbonization because a significant portion of renewable growth is used to fill the gap left by closing nuclear plants. In the last decade, 105 TWh of nuclear output was lost, meaning nearly a third of wind and solar growth replaced nuclear instead of fossil fuels.","ai_generated":true,"unit":"ember-000379#insight-5","date_modified":"2026-10-23"},{"text":"The 2021 gas crisis, characterized by a 585% increase in TTF day-ahead prices, made fossil gas the most expensive generation method, exceeding the cost of hard coal and lignite by mid-2021.","ai_generated":true,"unit":"ember-000379#insight-6","date_modified":"2026-10-23"}],"climate_tags":["wind power","solar energy","natural gas","Coal phase-out","nuclear power","greenhouse gas emissions","emission intensity","energy transition","energy security","1.5 degree Celsius climate target","electric energy consumption","bioenergy"],"geography_discussed":["Spain","Poland","Netherlands","Greece","France","Germany","Belgium","Sweden","Denmark","Italy","Portugal","Czech Republic","Romania","Hungary","Bulgaria","Ireland"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis","policy assessment"]},{"id":"climcent-000095","url":"https://climateinsightsdirectory.org/document/climcent-000095","title":"U.S. Temperatures and Billion-Dollar Disasters","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2022-01-10","source_url":"https://www.climatecentral.org/climate-matters/us-temps-billion-dollar-disasters","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document reports that 2021 was the 4th hottest year on record for the U.S., characterized by 20 billion-dollar disasters totaling $145 billion in damages. It highlights a long-term warming trend from 1970 to 2021 and a significant increase in the frequency of high-cost disasters compared to historical averages.","ai_generated":true,"unit":"climcent-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2021, the United States experienced 20 billion-dollar weather and climate disasters, resulting in an estimated 688 deaths and $145 billion in damages. This volume of disasters is significantly higher than the long-term average of 7 billion-dollar disasters per year recorded since 1980.","ai_generated":true,"unit":"climcent-000095#insight-1","date_modified":"2026-10-23"},{"text":"The frequency of billion-dollar disasters has increased, with the average time between such events decreasing from 82 days in the 1980s to 18 days during the 2016-2020 period.","ai_generated":true,"unit":"climcent-000095#insight-2","date_modified":"2026-10-23"},{"text":"The U.S. is experiencing a sustained warming trend; 2021 was the 4th hottest year on record, with an annual average temperature 2.5°F above the 20th century average. Seven of the top 10 hottest years on record have occurred since 2000, and the top six have occurred since 2012.","ai_generated":true,"unit":"climcent-000095#insight-3","date_modified":"2026-10-23"},{"text":"Between 1970 and 2021, annual average temperatures increased for 98% of 246 monitored U.S. locations. Of these, 67% warmed by more than 2°F and 28% warmed by more than 3°F, with the highest warming observed in the Southwest region, specifically in Reno, Las Vegas, and El Paso.","ai_generated":true,"unit":"climcent-000095#insight-4","date_modified":"2026-10-23"},{"text":"Global carbon dioxide emissions from fossil fuels increased by 5% in 2021 compared to 2020, returning to levels seen before the pandemic.","ai_generated":true,"unit":"climcent-000095#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","extreme weather event","greenhouse gas emissions","carbon dioxide","fossil fuel","heat wave","drought","hurricane"],"geography_discussed":["Texas","Louisiana","Reno","Las Vegas","El Paso","World"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis"]},{"id":"clipolin-000020","url":"https://climateinsightsdirectory.org/document/clipolin-000020","title":"The relationship between forest fires and deforestation in the Amazon: phenomena are more closely related in rural settlements and in occupied public lands","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2021-12-02","source_url":"https://www.climatepolicyinitiative.org/publication/the-relationship-between-forest-fires-and-deforestation-in-the-amazon-phenomena-are-more-closely-related-in-rural-settlements-and-in-occupied-public-lands/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that while forest fires in the Brazilian Amazon are not systematically used as a direct first step to clear vegetation—with only 11% of fire-affected areas being deforested within three years—they often serve as a leading indicator of imminent deforestation in the surrounding vicinity. This association is significantly stronger in rural settlements and occupied public lands, suggesting fires may facilitate land grabbing. Regionally, the link between fire and nearby deforestation has strengthened in states such as Acre, Amazonas, Pará, Rondônia, and Roraima, peaking in 2017.","ai_generated":true,"unit":"clipolin-000020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2013 and 2020, approximately 42% of active fires in the Brazilian Amazon occurred in areas that had never been deforested, potentially affecting over 18,000 square kilometers of forest cover annually.","ai_generated":true,"unit":"clipolin-000020#insight-1","date_modified":"2026-10-23"},{"text":"Forest fires are not typically used as a systematic first step for removing vegetation, as only 11% of the forest area affected by fire was deforested within three years on average.","ai_generated":true,"unit":"clipolin-000020#insight-2","date_modified":"2026-10-23"},{"text":"While local conversion from fire to deforestation is low, fires often signal imminent risk for the surrounding area; for example, in 2017, the percentage of fire-affected areas with subsequent deforestation within 0.5 kilometers ranged from 20% to 50%.","ai_generated":true,"unit":"clipolin-000020#insight-3","date_modified":"2026-10-23"},{"text":"The association between forest fires and subsequent nearby deforestation is approximately 35% stronger in rural settlements and occupied public lands compared to other land tenure categories, suggesting fires may be used as a low-cost method for land grabbing.","ai_generated":true,"unit":"clipolin-000020#insight-4","date_modified":"2026-10-23"},{"text":"The link between fires and nearby deforestation has increased in recent years in several states, including Acre, Amazonas, Pará, Rondônia, and Roraima, with a peak in 2017.","ai_generated":true,"unit":"clipolin-000020#insight-5","date_modified":"2026-10-23"},{"text":"Pará and Mato Grosso are the states with the highest concentrations of both phenomena; between 2013 and 2020, Pará accounted for 33% of forest fires and 39% of deforested area, while Mato Grosso accounted for 18% and 23% respectively.","ai_generated":true,"unit":"clipolin-000020#insight-6","date_modified":"2026-10-23"}],"climate_tags":["forest fire","deforestation","forest degradation","land tenure","land grabbing","carbon capture and storage","ecosystem service"],"geography_discussed":["Acre","Amazonas","Pará","Rondônia","Roraima","Mato Grosso"],"frame_perspective":[],"analysis_type":["spatial analysis","statistical analysis"]},{"id":"clipolin-000480","url":"https://climateinsightsdirectory.org/document/clipolin-000480","title":"A RELAÇÃO ENTRE FOGO FLORESTAL E DESMATAMENTO NA AMAZÔNIA","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"pt","date_published":"2021-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2021/12/DQ-FogoFlorestal-PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Between 2013 and 2020, approximately 42% of fire hotspots in the Brazilian Amazon occurred in previously undisturbed forests, affecting an estimated 18,000 square kilometers annually. While only 11% of fire-affected forest areas transitioned to clear-cut deforestation within three years, fire serves as a strong regional indicator of risk, with high rates of subsequent deforestation occurring in the surrounding areas. This association is particularly strong in rural settlements and public land holdings, where fire may facilitate land grabbing. Regional analysis shows an intensification of this fire-deforestation link in states such as Acre, Amazonas, Pará, Rondônia, and Roraima, especially around 2017.","ai_generated":true,"unit":"clipolin-000480#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2013 and 2020, an average of 42% of annual fire hotspots in the Brazilian Amazon were located in forests that had never been deforested, potentially affecting over 18,000 square kilometers of forest per year.","ai_generated":true,"unit":"clipolin-000480#insight-1","date_modified":"2026-10-23"},{"text":"Fire in the Amazon is not systematically used as an initial stage for vegetation removal, as only 11% of forest areas affected by fire were converted to clear-cut deforestation within three years.","ai_generated":true,"unit":"clipolin-000480#insight-2","date_modified":"2026-10-23"},{"text":"Although local conversion is low, fire acts as a regional risk indicator because there is a high probability of subsequent deforestation in the vicinity of fire-affected areas; for example, the percentage of areas with subsequent deforestation within 0.5 kilometers ranged between 20% and 50% in 2017.","ai_generated":true,"unit":"clipolin-000480#insight-3","date_modified":"2026-10-23"},{"text":"The association between fire and subsequent nearby deforestation is approximately 35% stronger in rural settlements and public land holdings compared to the average for all land tenure categories.","ai_generated":true,"unit":"clipolin-000480#insight-4","date_modified":"2026-10-23"},{"text":"In public land holdings, the pattern suggests that fire may be used as a cheap and fast method for occupying territory during the land grabbing (grilagem) process.","ai_generated":true,"unit":"clipolin-000480#insight-5","date_modified":"2026-10-23"},{"text":"Regional analysis shows that Pará and Mato Grosso concentrate the highest proportions of fire and deforestation, with Pará accounting for 33% of fire hotspots and 39% of deforested area between 2013 and 2020, and Mato Grosso accounting for 18% and 23% respectively.","ai_generated":true,"unit":"clipolin-000480#insight-6","date_modified":"2026-10-23"},{"text":"There was a significant intensification of the relationship between fire and subsequent nearby deforestation in the states of Acre, Amazonas, Pará, Rondônia, and Roraima, particularly in 2017.","ai_generated":true,"unit":"clipolin-000480#insight-7","date_modified":"2026-10-23"}],"climate_tags":["forest fire","deforestation","forest degradation","land tenure","land grabbing","carbon sequestration","ecosystem service","environmental policy"],"geography_discussed":["Pará","Mato Grosso","Acre","Amazonas","Rondônia","Roraima","Amapá","Maranhão","Q43695"],"frame_perspective":[],"analysis_type":["spatial analysis","statistical analysis","policy analysis"]},{"id":"issafri-002663","url":"https://climateinsightsdirectory.org/document/issafri-002663","title":"Walking with the Bear? Russia and the A3 in the UN Security Council","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2021-10","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Policy-Insights-118-singh-de-carvalho.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document investigates whether Russia exerts significant influence over African states in the UN Security Council (UNSC) by analyzing voting patterns between 2014 and 2020. It argues that Russia's influence over the A3 is often exaggerated, as statistical evidence shows that African member states remain more aligned with the P3 (US, UK, and France) and are largely independent of Russian vetoes and abstentions. While the A3 have increasingly sought to present unified positions on African peace and security issues, their voting behavior on non-African files shows a declining coincidence with Russian positions over time.","ai_generated":true,"unit":"issafri-002663#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Statistical analysis of UNSC voting from 2014 to 2020 provides little evidence of strategic coordination or growing alignment between Russia and the A3.","ai_generated":true,"unit":"issafri-002663#insight-1","date_modified":"2026-10-23"},{"text":"African member states in the UNSC generally maintain a higher level of voting alignment with the P3 (US, UK, and France) than with Russia or China.","ai_generated":true,"unit":"issafri-002663#insight-2","date_modified":"2026-10-23"},{"text":"The coincidence of 'in favour' votes between the A3 and Russia declined from 91% in 2014 to 72% in 2020, while alignment with P3 members remained between 91-93% in 2020.","ai_generated":true,"unit":"issafri-002663#insight-3","date_modified":"2026-10-23"},{"text":"A3 members typically avoid voting against resolutions, preferring to abstain on contentious issues; between 2014 and 2020, only three 'against' votes were cast by A3 members.","ai_generated":true,"unit":"issafri-002663#insight-4","date_modified":"2026-10-23"},{"text":"There is very little evidence of the A3 collectively aligning with Russia's oppositional votes, with only one instance of an A3 member voting against a resolution that Russia also voted against (South Africa in 2019 regarding Venezuela).","ai_generated":true,"unit":"issafri-002663#insight-5","date_modified":"2026-10-23"},{"text":"African states are increasingly using collective positions and inter-institutional links with the African Union (AU) to increase their agency on peace and security issues, which dominate the UNSC agenda.","ai_generated":true,"unit":"issafri-002663#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Libya","Syria","Ukraine","People's Republic of China","United States","United Kingdom","France","Venezuela","Niger","Kenya","Tunisia","Gabon","Ghana","South Sudan","Sudan","Central African Republic","Somalia","Western Sahara","South Africa","Saint Vincent and the Grenadines","Angola","Egypt","Senegal","Ivory Coast","Ethiopia","Equatorial Guinea","Chad","Nigeria"],"frame_perspective":[],"analysis_type":["statistical analysis","policy evaluation"]},{"id":"ucs-000822","url":"https://climateinsightsdirectory.org/document/ucs-000822","title":"Losing Ground","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2021-04","source_url":"https://www.ucs.org/sites/default/files/2021-04/losing-ground-final-4-15-21.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the trend of farmland consolidation—the shift toward larger, fewer farms—and its role in hollowing out rural communities. It finds that consolidation creates significant barriers for new farmers, particularly in the Midwest, and has disproportionately harmed Black farmers through a combination of market pressures and systemic racism. The author argues that reversing this trend is essential for rural revitalization and social equity, recommending national initiatives for land transition and the redress of historical land theft from BIPOC farmers.","ai_generated":true,"unit":"ucs-000822#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Farmland consolidation in the United States is characterized by a steady decrease in the number of farms and an increase in average farm size, driven by capital-intensive agriculture and government policies that favor large operations. Between 1978 and 2017, harvested cropland on large farms (1,000 acres or larger) nearly doubled nationally, while in rural Midwest counties, it more than quintupled.","ai_generated":true,"unit":"ucs-000822#insight-1","date_modified":"2026-10-23"},{"text":"The 'hollowing out' of US agriculture is evidenced by the drastic loss of midsize farms (50 to 999 acres). Nationally, midsize crop farms decreased by approximately half in both number and acreage, losing over 690,000 farms and more than 96 million acres.","ai_generated":true,"unit":"ucs-000822#insight-2","date_modified":"2026-10-23"},{"text":"Farmland consolidation is strongly associated with increased barriers for new farmers in the rural Midwest. In counties with faster consolidation, the share of new farmers (those with less than five years of experience) declined 56 percent faster than in counties with slower consolidation. Additionally, average farmer age rose 26 percent faster and average years of experience increased 34 percent faster in these high-consolidation areas.","ai_generated":true,"unit":"ucs-000822#insight-3","date_modified":"2026-10-23"},{"text":"Black farmers have been disproportionately affected by consolidation and systemic racism, experiencing a 98 percent reduction in their numbers between 1920 and 2017, compared to a 65 percent decline for White farmers. The report notes that land theft has robbed the Black community of an estimated $3.7 to $6.6 billion in property and income.","ai_generated":true,"unit":"ucs-000822#insight-4","date_modified":"2026-10-23"},{"text":"Analysis of state-level data from 1978 to 2017 shows that states with higher levels of farmland consolidation tended to drop in rank regarding their proportion of Black farmers, while states with less consolidation tended to rise in rank.","ai_generated":true,"unit":"ucs-000822#insight-5","date_modified":"2026-10-23"},{"text":"The cost of farmland rose an average of 67 percent nationally between 1978 and 2017 after inflation adjustments. In the Midwest, farmland value in rapidly consolidating counties crashed 118 percent faster than in slower consolidating counties between 1978 and 1997, but then rose 21 percent faster between 1997 and 2017.","ai_generated":true,"unit":"ucs-000822#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agroforestry","climate justice","land tenure"],"geography_discussed":["Illinois","Indiana","Iowa","Michigan","Minnesota","Missouri","Ohio","Wisconsin"],"frame_perspective":[],"analysis_type":["statistical analysis","longitudinal study","policy assessment"]}]}