{"query_echo":{"q":"","filters":{"geography":["Kentucky"]},"warnings":[]},"total":{"value":111,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Kentucky&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Kentucky&page=4","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":"earjust-002559","url":"https://climateinsightsdirectory.org/document/earjust-002559","title":"THE ENERGY BOMB","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"report","language":"en","date_published":"2022-09","source_url":"https://earthjustice.org/sites/default/files/files/energy_bomb_bitcoin_white_paper_101322.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the rapid growth of proof-of-work cryptocurrency mining in the U.S. following China's 2021 ban. It argues that the industry's high energy demands drive the revival of defunct fossil-fuel power plants, increase greenhouse gas emissions, and place financial burdens on electricity ratepayers. The document also details local harms, including noise and water pollution, and debunks industry claims regarding sustainability and grid stability.","ai_generated":true,"unit":"earjust-002559#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Following China's 2021 ban on cryptocurrency mining, the United States became a primary hub, with an estimated 38% of Bitcoin mining activity based there as of August 2022.","ai_generated":true,"unit":"earjust-002559#insight-1","date_modified":"2026-10-23"},{"text":"Bitcoin mining in the U.S. is estimated to have caused between 11 to 76 million annual excess tons of CO2, with a central estimate of 27.4 million tons, which is approximately three times the emissions of the largest U.S. coal plant in 2021.","ai_generated":true,"unit":"earjust-002559#insight-2","date_modified":"2026-10-23"},{"text":"Cryptocurrency miners often prioritize rapid access to energy over cost, leading to the reactivation of defunct or uneconomic fossil-fuel plants. Examples include the Hardin coal plant in Montana, which saw an 800% increase in CO2 emissions in one year, and the Merom coal plant in Indiana, whose retirement date was postponed.","ai_generated":true,"unit":"earjust-002559#insight-3","date_modified":"2026-10-23"},{"text":"The industry utilizes four primary electricity procurement methods: behind-the-meter generation at power plants, power purchase agreements (PPAs), retail grid purchases, and combusting fossil gas at oil and gas wells.","ai_generated":true,"unit":"earjust-002559#insight-4","date_modified":"2026-10-23"},{"text":"Mining operations cause significant local environmental harms, including noise pollution described by residents as sounding like 'jet engines,' thermal pollution in water bodies, and the generation of massive amounts of electronic waste, estimated at over 30,000 metric tons in 2021.","ai_generated":true,"unit":"earjust-002559#insight-5","date_modified":"2026-10-23"},{"text":"Electricity ratepayers often bear the cost of infrastructure upgrades required by miners. For instance, the Nebraska Public Power District spent $17.6 million on a transmission line and substation for Compute North, and Big Rivers Electric plans to spend $12.7 million for Blockware Mining in Kentucky.","ai_generated":true,"unit":"earjust-002559#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that industry claims of sustainability are often 'greenwashing,' noting that co-location near renewables does not guarantee the use of that energy and that unbundled Renewable Energy Certificates (RECs) do not provide incremental climate benefits.","ai_generated":true,"unit":"earjust-002559#insight-7","date_modified":"2026-10-23"},{"text":"The claim that mining uses 'wasted' curtailed energy is deemed unrealistic because curtailment is sporadic; in California in 2021, curtailments above 200 MW occurred in only 15% of hours, making 24/7 profitable operation impossible on curtailed energy alone.","ai_generated":true,"unit":"earjust-002559#insight-8","date_modified":"2026-10-23"},{"text":"Cryptocurrency mining creates very few long-term jobs relative to its energy use. Examples include the Blockware Mining operation in Kentucky providing only 10 full-time jobs and the Greenidge operation in New York employing 5 union workers on site.","ai_generated":true,"unit":"earjust-002559#insight-9","date_modified":"2026-10-23"},{"text":"In Texas, the influx of mining operations threatens grid stability. ERCOT estimated that by August 2022, 33 GW of cryptocurrency mining operations had applied to connect, which represents 41% of ERCOT's record peak demand.","ai_generated":true,"unit":"earjust-002559#insight-10","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon dioxide","coal power","carbon offset","Grid balancing","demand response","air pollution","climate finance","energy transition"],"geography_discussed":["People's Republic of China","Texas","Pennsylvania","New York","Montana","Indiana","Kentucky","Kazakhstan"],"frame_perspective":[],"analysis_type":["impact assessment","policy recommendation","myth-busting"]},{"id":"pestake-000195","url":"https://climateinsightsdirectory.org/document/pestake-000195","title":"PRIVATE EQUITY CLIMATE RISKS SCORECARD 2022","publisher":{"name":"Private Equity Stakeholder Project","organization":"private-equity-stakeholder-project"},"document_type":"report","language":"en","date_published":"2022-09","source_url":"https://pestakeholder.org/wp-content/uploads/2022/09/PESP_AFR_Report_Climate-Demands-Scorecard_Sept2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Private Equity Climate Risks Scorecard 2022 evaluates eight major private equity firms on their fossil fuel exposure, downstream emissions, and alignment with science-based climate targets. The analysis finds that most of these firms maintain significant fossil fuel holdings and lack transparency, with The Carlyle Group ranking lowest (F) and TPG Capital ranking highest (B). The report argues that private equity firms often acquire polluting assets shed by public markets, thereby increasing climate and financial risks while operating with minimal regulatory oversight. It concludes with five primary demands for the industry, including aligning with 1.5°C warming targets and disclosing full fossil fuel exposure.","ai_generated":true,"unit":"pestake-000195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Carlyle Group and its subsidiary NGP Energy Capital are identified as the worst fossil fuel backers among the eight firms sampled, earning an 'F' grade. In 2020, Carlyle-owned power plants emitted over 10.8 million metric tons of carbon dioxide.","ai_generated":true,"unit":"pestake-000195#insight-1","date_modified":"2026-10-23"},{"text":"The Blackstone Group is the largest emitter of carbon dioxide among the sampled firms' downstream assets, producing 18.1 million metric tons in 2020. This includes the General J.M. Gavin coal plant in Ohio, which was the third-largest carbon dioxide emitter among U.S. coal plants in 2020.","ai_generated":true,"unit":"pestake-000195#insight-2","date_modified":"2026-10-23"},{"text":"TPG Capital earned the highest grade (B) due to having the smallest fossil fuel energy portfolio, with less than $1.3 billion in fossil fuels and only 25 percent of its energy companies invested in fossil fuels as of October 2021.","ai_generated":true,"unit":"pestake-000195#insight-3","date_modified":"2026-10-23"},{"text":"Private equity firms are accused of engaging in 'regulatory arbitrage' by acquiring fossil fuel assets that public companies are shedding to meet emissions targets, allowing these assets to operate with less oversight.","ai_generated":true,"unit":"pestake-000195#insight-4","date_modified":"2026-10-23"},{"text":"Warburg Pincus has the highest proportion of fossil fuel companies relative to renewable energy companies in its energy portfolio, with 97 percent (28 of 29 companies) invested in fossil fuels as of October 2021.","ai_generated":true,"unit":"pestake-000195#insight-5","date_modified":"2026-10-23"},{"text":"Brookfield Asset Management and Oaktree Capital collectively manage the largest energy portfolio of the group, totaling $107.4 billion, of which 53 percent is invested in fossil fuels.","ai_generated":true,"unit":"pestake-000195#insight-6","date_modified":"2026-10-23"},{"text":"The report establishes five primary demands for private equity firms: aligning with 1.5°C warming targets, disclosing fossil fuel exposure and emissions, reporting a portfolio-wide energy transition plan, integrating climate and environmental justice, and providing transparency on political spending and lobbying.","ai_generated":true,"unit":"pestake-000195#insight-7","date_modified":"2026-10-23"},{"text":"KKR has been linked to the Coastal Gaslink Pipeline in Canada, which has faced opposition and blockades from Wet’suwet’en hereditary chiefs over land sovereignty and environmental risks.","ai_generated":true,"unit":"pestake-000195#insight-8","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel","greenhouse gas emissions","energy transition","climate risk","climate finance","environmental justice","carbon offset","Net-zero emissions","coal-fired power station","liquefied natural gas"],"geography_discussed":["United States","Canada","Ohio","Oklahoma","Pennsylvania","Louisiana","Kentucky"],"frame_perspective":[],"analysis_type":["scorecard","portfolio analysis","policy demand"]},{"id":"earjust-002465","url":"https://climateinsightsdirectory.org/document/earjust-002465","title":"The Energy and Climate Implications of Digital Assets","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"statement","language":"en","date_published":"2022-05-09","source_url":"https://earthjustice.org/wp-content/uploads/5.9.22_final_eo_national_comments.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that proof-of-work digital currencies, specifically Bitcoin, cause significant environmental harm through soaring electricity demand, increased greenhouse gas emissions, and the generation of substantial electronic waste. It highlights the negative impacts on local communities, such as increased electricity prices and thermal pollution in water bodies, and notes that these operations can strain critical semiconductor supply chains. The authors propose several mitigation strategies, including stringent EPA permit reviews, the creation of a mining operation registry by the OMB, energy efficiency standards from the DOE, and transparency requirements from financial regulators like the SEC and CFTC.","ai_generated":true,"unit":"earjust-002465#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Bitcoin's electricity consumption is growing rapidly and exceeds that of some entire nations. Between April 2017 and April 2022, its demand increased 20-fold, from 7 TWh to 151.2 TWh. Estimates suggest Bitcoin mining consumes 153.67 TWh per year, which is more than the electricity used by Sweden or Poland.","ai_generated":true,"unit":"earjust-002465#insight-1","date_modified":"2026-10-23"},{"text":"Proof-of-work mining is significantly more energy-intensive than other validation methods. Proof-of-stake cryptocurrencies generally require far less electricity, with energy consumption per transaction being \"two-to-three orders of magnitude\" lower than Bitcoin. Ethereum estimates that transitioning from proof-of-work to proof-of-stake will reduce its electricity use by 99.95%.","ai_generated":true,"unit":"earjust-002465#insight-2","date_modified":"2026-10-23"},{"text":"Bitcoin mining contributes substantially to global greenhouse gas emissions. U.S.-based miners account for one quarter of global emissions from Bitcoin mining. In 2020, the electricity used for Bitcoin mining resulted in nearly 60 million tons of carbon dioxide emissions.","ai_generated":true,"unit":"earjust-002465#insight-3","date_modified":"2026-10-23"},{"text":"Cryptocurrency mining operations cause localized environmental and economic harm. In upstate New York, mining increased electric bills by approximately $165 million for small businesses and $79 million for individuals. Specific examples include the Greenidge Generation Station, where CO2 emissions increased 479% in its first year of mining and which discharges up to 134 million gallons of hot water daily into Seneca Lake, and the Hardin Coal Plant in Montana, where CO2 emissions increased 850% in 2021 compared to the prior year.","ai_generated":true,"unit":"earjust-002465#insight-4","date_modified":"2026-10-23"},{"text":"Proof-of-work mining generates significant electronic waste due to the rapid obsolescence of hardware, which often lasts less than two years. In 2021, Bitcoin generated over 30,000 metric tons of e-waste, a volume comparable to the total e-waste produced by the Netherlands.","ai_generated":true,"unit":"earjust-002465#insight-5","date_modified":"2026-10-23"},{"text":"The demand for application-specific integrated circuits (ASICs) by Bitcoin miners has contributed to global semiconductor chip shortages, impacting over 100 industries, including the electric vehicle sector.","ai_generated":true,"unit":"earjust-002465#insight-6","date_modified":"2026-10-23"}],"climate_tags":["electric energy consumption","greenhouse gas emissions","carbon dioxide emissions","renewable energy"],"geography_discussed":["Sweden","Poland","Japan","India","New York","Pennsylvania","Montana","Kentucky","South Dakota","Seneca Lake","Netherlands","Texas"],"frame_perspective":[],"analysis_type":["policy recommendation","environmental impact assessment"]},{"id":"ccnow-000091","url":"https://climateinsightsdirectory.org/document/ccnow-000091","title":"Climate Politics","publisher":{"name":"Covering Climate Now","organization":"covering-climate-now"},"document_type":"guide","language":"en","date_published":"2022-02-02","source_url":"https://coveringclimatenow.org/resource/climate-politics/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that climate change is a scientific imperative that should be central to all levels of political reporting, regardless of party affiliation. It encourages journalists to hold candidates accountable for their climate records, explore the implications of the Green New Deal and similar global investment programs, and humanize the crisis by focusing on local impacts and environmental justice. Additionally, it highlights the influence of youth activists and the importance of tracking campaign financing from fossil fuel interests to reveal a candidate's true environmental allegiances.","ai_generated":true,"unit":"ccnow-000091#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Journalists are encouraged to treat climate change as a defining issue in all elections and levels of government, arguing that the scientific necessity of slashing greenhouse gas emissions in half by 2030 requires an \"unprecedented\" transformation of energy, transportation, agriculture, construction, and finance sectors.","ai_generated":true,"unit":"ccnow-000091#insight-1","date_modified":"2026-10-23"},{"text":"The guide advises reporters to avoid \"false equivalence\" when covering the partisan divide in the US, stating that if one party offers credible climate policies and another does not, journalists should report this reality rather than waiting for the lagging party to catch up.","ai_generated":true,"unit":"ccnow-000091#insight-2","date_modified":"2026-10-23"},{"text":"The document highlights the Green New Deal as a de facto position of the US Democratic party and notes that similar green investment-and-jobs programs have been adopted by the European Union, India, and South Korea to revive pandemic-stricken economies.","ai_generated":true,"unit":"ccnow-000091#insight-3","date_modified":"2026-10-23"},{"text":"Reporting should prioritize environmental justice by centering the voices of the poor and communities of color, who the document states \"will tend to bear the worst of climate change’s impacts.\"","ai_generated":true,"unit":"ccnow-000091#insight-4","date_modified":"2026-10-23"},{"text":"The guide suggests that tracking campaign contributions, particularly from fossil fuel companies and \"dark money\" groups, provides essential clues about how a candidate will actually govern regarding the environment.","ai_generated":true,"unit":"ccnow-000091#insight-5","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","energy transition","transportation","agriculture","climate finance","Green New Deal","environmental justice","fossil fuel subsidy","climate change adaptation"],"geography_discussed":["United States","European Union","India","South Korea","Kentucky"],"frame_perspective":[],"analysis_type":["journalism guide","policy analysis"]},{"id":"climcent-000055","url":"https://climateinsightsdirectory.org/document/climcent-000055","title":"Creating Climate-Friendly Homes","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"briefing","language":"en","date_published":"2021-11-17","source_url":"https://www.climatecentral.org/climate-matters/climate-friendly-homes","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Residential and commercial buildings contribute 13% of U.S. greenhouse gas emissions. The document highlights that adopting cost-effective efficiency and electrification measures can reduce carbon emissions of single-family homes by 24%, with the most significant savings coming from replacing inefficient furnaces and air conditioners with high-efficiency heat pumps.","ai_generated":true,"unit":"climcent-000055#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Residential and commercial buildings are responsible for 13% of all greenhouse gas emissions in the United States, primarily due to the use of electricity generated from fossil fuels and the burning of oil, propane, or gas within buildings.","ai_generated":true,"unit":"climcent-000055#insight-1","date_modified":"2026-10-23"},{"text":"Within the home, heating and cooling represent the largest source of CO2 emissions at 38%, followed by household appliances, lighting, and electronics at 24%, and water heating at 15%.","ai_generated":true,"unit":"climcent-000055#insight-2","date_modified":"2026-10-23"},{"text":"Research from the National Renewable Energy Laboratory (NREL) indicates that 22% of electricity used by single-family homes could be saved through electrification and efficiency measures. Specifically, cost-effective and profitable investments could reduce carbon emissions for these homes by 24% annually, which equals 291 million metric tons of CO2e and approximately 4% of U.S. energy consumption emissions.","ai_generated":true,"unit":"climcent-000055#insight-3","date_modified":"2026-10-23"},{"text":"Certain U.S. states, including Delaware, Kentucky, Maryland, North Carolina, and South Carolina, could achieve electricity savings in homes of up to 30%.","ai_generated":true,"unit":"climcent-000055#insight-4","date_modified":"2026-10-23"},{"text":"The most effective energy saving is achieved by replacing an inefficient electric furnace and air conditioner with a single high-efficiency heat pump. Other rapid-payback upgrades include weatherization, LED lighting, smart thermostats, and ENERGY STAR rated appliances.","ai_generated":true,"unit":"climcent-000055#insight-5","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","Building electrification","energy efficiency","carbon neutrality","heat pump","renewable energy"],"geography_discussed":["Vermont","North Carolina","South Carolina","Kentucky","Maryland","Delaware","Philadelphia","Salt Lake City","Rancho Cucamonga","California"],"frame_perspective":[],"analysis_type":["policy briefing"]},{"id":"ucs-000985","url":"https://climateinsightsdirectory.org/document/ucs-000985","title":"Repairing the Damage","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.ucs.org/sites/default/files/2021-10/repairing-the-damage-engineering-appendix.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report compares utility-proposed closure plans with 'clean closure' alternatives at two US power stations. It finds that while clean closure—which involves the full excavation of coal ash from unlined ponds—requires higher initial capital investment, it provides superior groundwater protection and creates significantly more direct construction jobs. At the J. M. Stuart station, clean closure would cost $279.3 million and create 277 FTEs, compared to $224.4 million and 223 FTEs for the utility plan. At the Sebree station, clean closure would cost $125.7 million and create 138 FTEs, compared to $65.2 million and 63 FTEs for the utility plan.","ai_generated":true,"unit":"ucs-000985#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The J. M. Stuart Electric Generating Station has widespread groundwater contamination including arsenic, cobalt, barium, lithium, molybdenum, selenium, and radium, likely caused by CCR in current and buried impoundments.","ai_generated":true,"unit":"ucs-000985#insight-1","date_modified":"2026-10-23"},{"text":"For the J. M. Stuart station, the 'Clean Closure' alternative is estimated to have a total capital cost of $279,282,000 and create 277 total estimated FTEs for closure and corrective action.","ai_generated":true,"unit":"ucs-000985#insight-2","date_modified":"2026-10-23"},{"text":"The utility-proposed plan for J. M. Stuart is estimated to cost $224,368,000 in capital expenditures and create 223 total estimated FTEs.","ai_generated":true,"unit":"ucs-000985#insight-3","date_modified":"2026-10-23"},{"text":"At the Sebree Generating Station, the Green Landfill is unlined and has produced contaminated seeps that flow into the Green River, with concentrations of arsenic, cadmium, chloride, cobalt, lithium, molybdenum, radium, and selenium exceeding groundwater protection standards.","ai_generated":true,"unit":"ucs-000985#insight-4","date_modified":"2026-10-23"},{"text":"The 'Clean Closure' plan for the Sebree facility is estimated to have a total capital cost of $125,721,000 and create 138 total estimated closure and corrective action FTEs.","ai_generated":true,"unit":"ucs-000985#insight-5","date_modified":"2026-10-23"},{"text":"The BREC closure plan for the Sebree facility is estimated to cost $65,166,000 in capital expenditures and create 63 total estimated closure and corrective action FTEs.","ai_generated":true,"unit":"ucs-000985#insight-6","date_modified":"2026-10-23"},{"text":"Clean closure alternatives generally create more jobs during construction due to the larger volume of CCR excavated and the construction of additional infrastructure like 500-year flood levees and lined stormwater ponds.","ai_generated":true,"unit":"ucs-000985#insight-7","date_modified":"2026-10-23"},{"text":"Cap-in-place closure, preferred by the power industry for its lower cost, does not prevent leaching if the ash is in contact with the aquifer and leaves sites vulnerable to catastrophic failure during floods.","ai_generated":true,"unit":"ucs-000985#insight-8","date_modified":"2026-10-23"}],"climate_tags":["environmental remediation","job creation"],"geography_discussed":["Aberdeen","Webster County","Robards"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","economic impact analysis","environmental assessment"]},{"id":"ucs-000986","url":"https://climateinsightsdirectory.org/document/ucs-000986","title":"Cleaning Up Hazardous Coal Ash Can Create Jobs and Improve the Environment","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"executive summary","language":"en","date_published":"2021-10","source_url":"https://www.ucs.org/sites/default/files/2021-10/repairing-the-damage-executive-summary_1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the environmental and health risks of coal ash, one of the largest industrial waste streams in the US, and advocates for 'clean closure' (full remediation and excavation) over limited cleanup plans. Using case studies from the J. M. Stuart plant in Ohio and the Sebree Generating Station in Kentucky, the authors demonstrate that comprehensive cleanup generates significantly more jobs and economic output than utility-proposed plans. The report highlights that coal ash sites disproportionately affect low-income communities and communities of color, particularly in the Ohio River Valley, and recommends stronger EPA enforcement, polluter-pays funding, and the prioritization of dislocated workers in hiring.","ai_generated":true,"unit":"ucs-000986#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Coal ash represents one of the two largest industrial waste streams in the United States, with electric utility companies generating 4.5 billion tons between 1966 and 2017 and averaging 101 million tons annually from 2015 to 2019.","ai_generated":true,"unit":"ucs-000986#insight-1","date_modified":"2026-10-23"},{"text":"Coal ash contains toxic elements—including arsenic, boron, cadmium, chromium, lead, radium, and selenium—that can cause severe health issues such as cancer, heart disease, stroke, and brain damage in children.","ai_generated":true,"unit":"ucs-000986#insight-2","date_modified":"2026-10-23"},{"text":"The Ohio River Valley is a major concentration point for coal ash waste; of the 738 national disposal sites, 161 are located in Indiana, Kentucky, Ohio, Pennsylvania, and West Virginia.","ai_generated":true,"unit":"ucs-000986#insight-3","date_modified":"2026-10-23"},{"text":"Coal ash disposal sites disproportionately impact disadvantaged populations; in the Ohio River Valley, 58 percent of the 57 plants with disposal sites are located in low-income communities, a rate higher than the national average of 52 percent.","ai_generated":true,"unit":"ucs-000986#insight-4","date_modified":"2026-10-23"},{"text":"Case studies of the J. M. Stuart plant (Ohio) and Sebree Generating Station (Kentucky) show that 'clean closure' plans create more jobs and economic output than company plans, adding over $100 million in economic output to each state's economy.","ai_generated":true,"unit":"ucs-000986#insight-5","date_modified":"2026-10-23"},{"text":"During the construction phase of the case study projects, clean closure would create 314 jobs per year in Ohio and 282 jobs per year in Kentucky, compared to 252 and 144 jobs respectively under company plans.","ai_generated":true,"unit":"ucs-000986#insight-6","date_modified":"2026-10-23"}],"climate_tags":["environmental justice","energy transition","job creation"],"geography_discussed":["Ohio","Kentucky","Indiana","Pennsylvania","West Virginia","North Carolina","South Carolina","Virginia","Illinois"],"frame_perspective":[],"analysis_type":["case study","economic analysis","engineering assessment","policy recommendation"]},{"id":"ucs-000987","url":"https://climateinsightsdirectory.org/document/ucs-000987","title":"Repairing the Damage","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.ucsusa.org/sites/default/files/2021-10/repairing-the-damage-report_2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the hazards of coal ash disposal, particularly in the Ohio River Valley, and advocates for 'clean closure' (excavation) over 'cap-in-place' methods. Through case studies of the Sebree Generating Station in Kentucky and the J. M. Stuart Station in Ohio, the authors demonstrate that comprehensive cleanup generates significantly more jobs and economic output than utility-proposed plans. The document highlights the disproportionate impact of coal ash pollution on low-income communities and people of color, and calls for stronger EPA enforcement and state-level regulations to ensure the safe removal of toxic waste.","ai_generated":true,"unit":"ucs-000987#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Coal ash is one of the two largest industrial waste streams in the United States, with US electric utility companies generating 4.5 billion tons between 1966 and 2017, and an average of 101 million tons annually from 2015 to 2019.","ai_generated":true,"unit":"ucs-000987#insight-1","date_modified":"2026-10-23"},{"text":"The Ohio River Valley—comprising Indiana, Kentucky, Ohio, Pennsylvania, and West Virginia—contains 161 coal ash disposal sites at 57 operating or retired plants, representing more than one-fifth of the 738 such sites nationwide.","ai_generated":true,"unit":"ucs-000987#insight-2","date_modified":"2026-10-23"},{"text":"Coal ash disposal sites in the Ohio River Valley disproportionately affect low-income communities; 58 percent of the 57 plants in the region are located in areas where residents have an average income at or below twice the federal poverty level, which is higher than the national average of 52 percent.","ai_generated":true,"unit":"ucs-000987#insight-3","date_modified":"2026-10-23"},{"text":"Groundwater contamination is widespread, with over 90 percent of the 738 nationwide coal ash disposal sites leaking at levels that make the underlying groundwater unsafe for drinking.","ai_generated":true,"unit":"ucs-000987#insight-4","date_modified":"2026-10-23"},{"text":"The 2008 Kingston coal ash spill in Tennessee is identified as the largest industrial disaster in US history, spilling 1.1 billion gallons of waste and resulting in at least 53 deaths among cleanup workers.","ai_generated":true,"unit":"ucs-000987#insight-5","date_modified":"2026-10-23"},{"text":"The report argues that 'clean closure' (excavation) is environmentally superior to 'cap-in-place' because capping cannot prevent leaching when coal ash is in direct contact with groundwater.","ai_generated":true,"unit":"ucs-000987#insight-6","date_modified":"2026-10-23"},{"text":"A case study of the Sebree Generating Station in Kentucky found that a clean closure plan would create an average of 282 jobs per year during the four-year construction phase, nearly double the 144 jobs per year estimated under the utility's plan.","ai_generated":true,"unit":"ucs-000987#insight-7","date_modified":"2026-10-23"},{"text":"A case study of the J. M. Stuart Station in Ohio found that clean closure would create 314 jobs per year during the nine-year construction phase, compared to 252 jobs per year under the owner's plan, and would generate $809 million in economic output over 39 years versus $667 million.","ai_generated":true,"unit":"ucs-000987#insight-8","date_modified":"2026-10-23"},{"text":"The report notes that extracting rare earth elements (REEs) from coal ash is currently largely uneconomical and will not significantly reduce the total volume of coal ash waste.","ai_generated":true,"unit":"ucs-000987#insight-9","date_modified":"2026-10-23"},{"text":"The authors recommend that the EPA stop classifying unencapsulated coal ash as a 'beneficial use' and instead treat such applications as a form of disposal to prevent groundwater leaching.","ai_generated":true,"unit":"ucs-000987#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","environmental justice","job creation","energy transition","water pollution"],"geography_discussed":["Indiana","Kentucky","Ohio","Pennsylvania","West Virginia","Tennessee","Alabama","North Carolina","South Carolina","Montana","Virginia","Illinois"],"frame_perspective":[],"analysis_type":["economic impact analysis","environmental risk assessment","policy evaluation","case study"]},{"id":"earjust-000033","url":"https://climateinsightsdirectory.org/document/earjust-000033","title":"Big Sandy Coal Plant","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"case study","language":"en","date_published":"2021-09-15","source_url":"https://earthjustice.org/feature/landmark-cases/clean-energy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Earthjustice successfully challenged a proposal to invest nearly a billion dollars in the Big Sandy Coal Plant in eastern Kentucky, leading the owner to retire the plant in 2015. The legal action argued that aging coal plants were no longer economical, and the resulting agreement doubled the owner's investment in energy efficiency and included evaluations for clean energy replacements.","ai_generated":true,"unit":"earjust-000033#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Big Sandy Coal Plant in eastern Kentucky, identified as one of the 50 dirtiest plants in the United States, was retired in 2015 following a lawsuit by Earthjustice.","ai_generated":true,"unit":"earjust-000033#insight-1","date_modified":"2026-10-23"},{"text":"Earthjustice opposed a proposal to spend nearly a billion dollars on the plant, arguing that such costs would be borne by Kentucky ratepayers and that aging coal plants are not economical compared to cleaner, cheaper alternatives.","ai_generated":true,"unit":"earjust-000033#insight-2","date_modified":"2026-10-23"},{"text":"Following the plant's retirement, Earthjustice helped negotiate an agreement to double the owner's investment in energy efficiency and assess the integration of clean energy as a replacement for the plant.","ai_generated":true,"unit":"earjust-000033#insight-3","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy efficiency","clean energy","energy transition"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"earjust-000002","url":"https://climateinsightsdirectory.org/document/earjust-000002","title":"Phosmet","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"fact sheet","language":"en","date_published":"2021-08-04","source_url":"https://earthjustice.org/feature/organophosphate-pesticides-united-states/phosmet","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Phosmet is a U.S. registered pesticide used in 40 states, primarily on orchards and grapes, and is currently under registration review. It is associated with serious health effects, including cancer, neurodevelopmental harm, and reproductive toxicity, with exposure occurring via food, drinking water, and occupational contact. The pesticide is applied to a significant percentage of several common crops, including peaches (55%) and nectarines (50%).","ai_generated":true,"unit":"earjust-000002#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Phosmet is used in 40 U.S. states and is primarily applied to orchards and grapes, including on pick-your-own farms. It was first registered as a U.S. pesticide in 1988, reregistered in 2006, and is currently undergoing registration review.","ai_generated":true,"unit":"earjust-000002#insight-1","date_modified":"2026-10-23"},{"text":"Exposure to phosmet, even at low levels, can result in serious health issues such as reproductive toxicity, neurodevelopmental harm, and cancer. High-risk exposure routes include food and drinking water, spray drift, and occupational exposure for pesticide handlers and farmworkers.","ai_generated":true,"unit":"earjust-000002#insight-2","date_modified":"2026-10-23"},{"text":"Phosmet is applied to a substantial percentage of several U.S. crops: peaches (55%), nectarines (50%), apples (40%), blueberries (40%), pears (40%), cherries (30%), and oranges (25%).","ai_generated":true,"unit":"earjust-000002#insight-3","date_modified":"2026-10-23"}],"climate_tags":["pesticide"],"geography_discussed":["Alabama","Arizona","California","Colorado","Connecticut","Delaware","Florida","Georgia","Idaho","Indiana","Kansas","Kentucky","Maine","Maryland","Massachusetts","Michigan","Minnesota","Mississippi","Montana","Nebraska","Nevada","New Hampshire","New Jersey","New Mexico","New York","North Carolina","Ohio","Oklahoma","Oregon","Pennsylvania","Rhode Island","South Carolina","Tennessee","Texas","Utah","Vermont","Virginia","Washington","West Virginia","Wisconsin"],"frame_perspective":[],"analysis_type":["fact sheet"]},{"id":"wri-001080","url":"https://climateinsightsdirectory.org/document/wri-001080","title":"Kentucky, USA: A Coal Mining Tax Supporting Economic Diversification in Appalachia","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"case study","language":"en","date_published":"2021-04-01","source_url":"https://www.wri.org/snapshots/kentucky-usa-coal-mining-tax-supporting-economic-diversification-appalachia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Since 1972, Kentucky has used a coal severance tax to support economic development and basic services in coal-dependent counties through the Local Government Economic Assistance Fund (LGEAF) and the Local Government Economic Development Fund (LGEDF). While these funds have provided critical resources for infrastructure and social programs, their effectiveness in achieving broad economic diversification is limited by the lack of a coordinated long-term strategy and a sharp decline in tax revenues as coal production drops. By 2019, coal production in Kentucky had fallen by nearly 80% from its 1990 peak, leading to unpredictable funding and a growing gap between available resources and the needs of a just transition.","ai_generated":true,"unit":"wri-001080#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kentucky's coal production and employment have declined sharply, driven by mechanization, the rise of cheaper natural gas and renewable energy, and diminishing easy-to-mine reserves. Production fell from a 1990 peak of 173 million short tons to 36 million short tons in 2019, while quarterly average employment in mines was less than 6,000 in 2019.","ai_generated":true,"unit":"wri-001080#insight-1","date_modified":"2026-10-23"},{"text":"The coal severance tax, introduced in 1972, was restructured in 1992 to allocate half of its revenue to coal-mining regions via two funds: the Local Government Economic Assistance Fund (LGEAF) for basic services and the Local Government Economic Development Fund (LGEDF) for industrial development. A 2018 law further directed 100% of surplus revenues to LGEAF-eligible counties.","ai_generated":true,"unit":"wri-001080#insight-2","date_modified":"2026-10-23"},{"text":"Economic diversification efforts have seen limited success due to the absence of a coordinated long-term strategy. Early attempts to build industrial parks in eastern Kentucky struggled to find tenants, leading the state to fund a fragmented array of social, educational, and infrastructure projects instead.","ai_generated":true,"unit":"wri-001080#insight-3","date_modified":"2026-10-23"},{"text":"The financial viability of the severance tax as a development tool is threatened by plummeting coal revenues. Tax receipts in 2015 were only 62% of 2009 levels, and revenue dropped from $20.5 million in 2011 to $8.9 million in 2016, creating a funding gap for just transition initiatives.","ai_generated":true,"unit":"wri-001080#insight-4","date_modified":"2026-10-23"}],"climate_tags":["economic diversity","just transition","natural gas"],"geography_discussed":["Harlan County","United States"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"ucs-001083","url":"https://climateinsightsdirectory.org/document/ucs-001083","title":"Supporting the Nation’s Coal Workers and Communities in a Changing Energy Landscape","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"policy brief","language":"en","date_published":"2021-04","source_url":"https://www.ucs.org/sites/default/files/2021-05/Supporting-the-Nation%27s-Coal-Workers-%28report%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the US shift away from coal has occurred without adequate planning, leaving workers and communities to face economic upheaval. It proposes a support package including wage replacement, educational benefits, and community infrastructure investments, estimating the cost between $33 billion and $83 billion. The brief identifies 462 'coal counties' and highlights the need for environmental remediation of mine and plant legacies to enable future economic diversification.","ai_generated":true,"unit":"ucs-001083#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The cost of providing comprehensive supports for coal workers facing job losses before retirement is estimated to range from $33 billion over 25 years to $83 billion over 15 years, which is described as a 'tiny fraction' of the $2.5 trillion in capital investments needed by 2030 to reach net-zero emissions by 2050.","ai_generated":true,"unit":"ucs-001083#insight-1","date_modified":"2026-10-23"},{"text":"The transition away from coal has been rapid, with coal-fired electricity generation dropping from approximately 50 percent of the US total in 2010 to about 20 percent in 2020, resulting in approximately 90 gigawatts of coal retirements between 2009 and 2019.","ai_generated":true,"unit":"ucs-001083#insight-2","date_modified":"2026-10-23"},{"text":"The analysis identified 462 'coal counties' in the US based on production, employment, or plant retirements since 2015. Among these, 28 counties are considered most at risk, meeting at least six of ten vulnerability criteria; Navajo County, Arizona, is the most at-risk nationally, meeting nine of the ten criteria.","ai_generated":true,"unit":"ucs-001083#insight-3","date_modified":"2026-10-23"},{"text":"Proposed transitional supports for dislocated workers include five-year comprehensive wage and benefit replacement, educational benefits for workers and their children, job placement services, and mental health counseling.","ai_generated":true,"unit":"ucs-001083#insight-4","date_modified":"2026-10-23"},{"text":"Environmental legacies of the coal industry pose significant barriers to economic recovery, including the projected $15 billion debt of the Black Lung Disability Trust Fund by 2050 and the fact that upwards of 90 percent of coal ash ponds are leaking.","ai_generated":true,"unit":"ucs-001083#insight-5","date_modified":"2026-10-23"}],"climate_tags":["coal","energy transition","just transition","decarbonization","Net-zero emissions","wind power","solar energy","climate finance","workforce development"],"geography_discussed":["Germany","Canada","Navajo County","Arizona","Kentucky","Ohio","Appalachia","Powder River basin","Illinois Basin","New Mexico","Colorado"],"frame_perspective":[],"analysis_type":["policy brief","economic analysis","cost estimation"]},{"id":"wri-000969","url":"https://climateinsightsdirectory.org/document/wri-000969","title":"Steps to Aid US Fossil Fuel Workers in the Clean Energy Transition","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"briefing","language":"en","date_published":"2021-01-25","source_url":"https://www.wri.org/insights/steps-aid-us-fossil-fuel-workers-clean-energy-transition","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing outlines a strategy for the U.S. federal government to support fossil fuel workers facing displacement due to the energy transition and the economic impact of COVID-19. It proposes three immediate federal interventions: employing workers to rehabilitate abandoned coal mines and plug orphan oil and gas wells, expanding funding for existing economic development programs like the POWER Initiative and the EDA ACC program, and utilizing innovative financial mechanisms such as securitization to lower costs for ratepayers and fund community support. For long-term stability, the author advocates for a comprehensive federal energy transition adjustment assistance program modeled after the Department of Labor's Trade Adjustment Assistance, providing retraining, relocation allowances, and wage insurance.","ai_generated":true,"unit":"wri-000969#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Significant job losses are projected for U.S. fossil fuel workers: approximately 12,000 coal mining and related industry workers annually from 2021 to 2030, and 34,000 oil and gas workers annually from 2031 to 2050.","ai_generated":true,"unit":"wri-000969#insight-1","date_modified":"2026-10-23"},{"text":"Environmental remediation offers immediate employment opportunities for displaced workers. Rehabilitating abandoned coal mines could create over 13,000 jobs in Appalachia, while plugging 56,600 identified orphan oil and gas wells across 30 states could create roughly 13,500 jobs for one year, with costs estimated between $1.4 billion and $2.7 billion.","ai_generated":true,"unit":"wri-000969#insight-2","date_modified":"2026-10-23"},{"text":"The federal government can support coal communities by expanding existing programs and funds, such as the Appalachian Regional Commission’s POWER Initiative, the Economic Development Administration’s Assistance to Coal Communities (ACC) program, and the Black Lung Disability Trust Fund, the latter of which supports about 25,000 retired coal workers.","ai_generated":true,"unit":"wri-000969#insight-3","date_modified":"2026-10-23"},{"text":"Securitization can mitigate the costs of retiring uneconomic coal plants by refinancing high-cost utility debt with low-interest, ratepayer-backed bonds. The U.S. Department of Energy could further incentivize this by expanding its loan guarantee program under Title XVII of the Energy Policy Act of 2005 to include these mechanisms.","ai_generated":true,"unit":"wri-000969#insight-4","date_modified":"2026-10-23"},{"text":"A long-term federal energy transition adjustment assistance program is recommended to provide retraining, relocation allowances, and wage insurance, drawing on the structure of the Department of Labor’s Trade Adjustment Assistance (TAA) program.","ai_generated":true,"unit":"wri-000969#insight-5","date_modified":"2026-10-23"}],"climate_tags":["just transition","petroleum industry","renewable energy","workforce development","climate finance","methane emissions","low-carbon economy"],"geography_discussed":["European Union","Canada","Colorado","New Mexico","Pennsylvania","Texas","Appalachia","West Virginia","Oklahoma","Alabama","Kentucky","New York"],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"eesi-000117","url":"https://climateinsightsdirectory.org/document/eesi-000117","title":"How Coal Country Can Adapt to the Energy Transition","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"briefing","language":"en","date_published":"2020-11-10","source_url":"https://www.eesi.org/papers/view/issue-brief-how-coal-country-can-adapt-to-the-energy-transition","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the decline of the U.S. coal industry, driven by cheaper natural gas and renewables, and the resulting workforce crisis. It argues that a successful transition requires more than just shifting to another single industry; it necessitates broad economic diversification. The brief outlines potential employment opportunities in clean energy, energy efficiency, environmental remediation (such as mine reclamation and forest restoration), broadband deployment, and entrepreneurship. It also reviews proposed federal frameworks, such as the National Economic Transition Office, and highlights regional initiatives in Appalachia and the West that support displaced workers through retraining and community-led development.","ai_generated":true,"unit":"eesi-000117#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The decline of the U.S. coal industry is primarily driven by the availability of cheaper alternative energy sources and rising extraction costs, rather than environmental regulations. Natural gas has undercut coal prices since the early 2010s, and the depletion of productive reserves in Central Appalachia has increased production costs.","ai_generated":true,"unit":"eesi-000117#insight-1","date_modified":"2026-10-23"},{"text":"The coal workforce has faced significant shocks, with mining employment in the U.S. dropping by 39 percent between 2009 and 2016. The COVID-19 pandemic accelerated this crisis, with over 6,000 coal mining jobs lost in March and April 2020 alone.","ai_generated":true,"unit":"eesi-000117#insight-2","date_modified":"2026-10-23"},{"text":"Renewable energy adoption in coal-dependent regions is hindered by limited solar and wind resources and high 'market entry' barriers caused by the entrenchment of existing coal-based generation.","ai_generated":true,"unit":"eesi-000117#insight-3","date_modified":"2026-10-23"},{"text":"Environmental remediation of coal sites offers a viable employment path for displaced workers. For example, cleanup at the Colstrip power plant in Montana is estimated to create 66.4 direct jobs per year over 40 years, while Duke Energy's coal ash cleanup in North Carolina created over 3,700 jobs between 2013 and 2019.","ai_generated":true,"unit":"eesi-000117#insight-4","date_modified":"2026-10-23"},{"text":"Broadband deployment and fiber optic installation provide critical economic opportunities for rural coal communities. In Colorado, Lightworks has retrained over 80 former coal workers, and Kentucky's KentuckyWired project has seen 80 percent of construction work-hours performed by residents as of March 2019.","ai_generated":true,"unit":"eesi-000117#insight-5","date_modified":"2026-10-23"},{"text":"Proposed federal strategies for a just transition include the creation of a National Economic Transition Office, the reestablishment of the Civilian Conservation Corps (CCC), and the creation of a Climate Resilience Service Corps (CRSC).","ai_generated":true,"unit":"eesi-000117#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coal","energy transition","just transition","workforce development","economic diversity","renewable energy","solar energy","wind energy","natural gas","energy efficiency","environmental remediation","forest restoration","climate finance"],"geography_discussed":["Wyoming","West Virginia","Pennsylvania","Illinois","Kentucky","Montana","North Carolina","Colorado"],"frame_perspective":[],"analysis_type":["policy review","socio-economic assessment"]},{"id":"grelat-000013","url":"https://climateinsightsdirectory.org/document/grelat-000013","title":"Fighting for the water that sustains us","publisher":{"name":"GreenLatinos","organization":"greenlatinos"},"document_type":"statement","language":"en","date_published":"2020-11-03","source_url":"https://www.greenlatinos.org/fighting-for-the-water-that-sustains-us/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The author argues that environmental racism and a decline in federal funding since the 1970s have created severe disparities in water access for Latino, Black, and Indigenous communities in the US. The text highlights the vulnerability of these populations to climate-driven disasters, such as hurricanes and wildfires, and calls for Congress to implement water affordability protections, prohibit shutoffs, and invest in green infrastructure and wastewater system repairs, prioritizing areas like the San Joaquin Valley, Puerto Rico, and the Navajo Nation.","ai_generated":true,"unit":"grelat-000013#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The National Hispanic Leadership Agenda (NHLA) recommends that Congress pass legislation to prohibit water shutoffs, mandate reconnections, and establish water affordability protections for low-income communities during emergencies.","ai_generated":true,"unit":"grelat-000013#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is intensifying extreme weather events that disproportionately affect communities of color, including Hurricane Laura on the Louisiana coast and wildfires impacting Latino farmworkers in Oregon and California's wine country.","ai_generated":true,"unit":"grelat-000013#insight-2","date_modified":"2026-10-23"},{"text":"There are significant racial disparities in plumbing access; Latino households are nearly twice as likely as white households to lack complete plumbing, and Native American and Indigenous households are 19 times as likely.","ai_generated":true,"unit":"grelat-000013#insight-3","date_modified":"2026-10-23"},{"text":"Water affordability has declined for millions of families due to a reduction in federal funding for water systems that began in the 1970s.","ai_generated":true,"unit":"grelat-000013#insight-4","date_modified":"2026-10-23"},{"text":"The NHLA urges Congress to prioritize federal funding for the repair of aging wastewater systems and infrastructure investments in specific areas, including Puerto Rico, Las Colonias, rural Black communities, and the Navajo Nation.","ai_generated":true,"unit":"grelat-000013#insight-5","date_modified":"2026-10-23"}],"climate_tags":["environmental racism","climate change","urban flooding","hurricane","wildfire","green infrastructure","wastewater treatment","sea level rise"],"geography_discussed":["Louisiana","Oregon","California","San Joaquin Valley","Kentucky","New York","Puerto Rico","Navajo Nation"],"frame_perspective":[],"analysis_type":["policy recommendation","advocacy"]},{"id":"eesi-000509","url":"https://climateinsightsdirectory.org/document/eesi-000509","title":"How Coal Country Can Adapt to the Energy Transition","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"briefing","language":"en","date_published":"2020-11","source_url":"https://www.eesi.org/files/IssueBrief_Coal-Workforce_1120.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the decline of the U.S. coal industry, driven by cheaper alternative energy and rising extraction costs, and the resulting workforce crisis. It evaluates various federal legislative proposals and existing programs aimed at economic diversification, such as the RECLAIM Act and EDA grants. The brief highlights opportunities for transition in renewable energy, energy efficiency, environmental restoration, broadband deployment, and entrepreneurship, emphasizing that a 'just transition' requires a holistic, community-driven approach rather than a simple shift from one single industry to another.","ai_generated":true,"unit":"eesi-000509#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The decline of the U.S. coal industry is primarily driven by the proliferation of cheaper alternative energy sources and increasing extraction costs, rather than environmental regulations. Coal production peaked in 2008 at 1,171.5 million short tons and fell to 706 million short tons in 2019.","ai_generated":true,"unit":"eesi-000509#insight-1","date_modified":"2026-10-23"},{"text":"The energy transition is geographically uneven; wind and solar deployment has been concentrated in the Midwest and Southwest, while coal-dependent regions in Appalachia and the West face higher barriers to renewable adoption due to resource availability and entrenched market entry.","ai_generated":true,"unit":"eesi-000509#insight-2","date_modified":"2026-10-23"},{"text":"Federal legislative proposals to support coal communities include the Marshall Plan for Coal Country Act, which would expand Medicare and provide free higher education to former workers, and the RECLAIM Act, which proposed disbursing $1 billion from the Abandoned Mine Reclamation Fund for economic revitalization between 2020 and 2024.","ai_generated":true,"unit":"eesi-000509#insight-3","date_modified":"2026-10-23"},{"text":"Environmental remediation of coal sites offers significant employment potential. For example, coal ash cleanup at the Colstrip plant in Montana is estimated to create 66.4 direct jobs per year over 40 years, and Duke Energy's cleanup in North Carolina created over 3,700 jobs between 2013 and 2019.","ai_generated":true,"unit":"eesi-000509#insight-4","date_modified":"2026-10-23"},{"text":"Broadband deployment is identified as a critical economic driver for rural coal communities. Projects like KentuckyWired, a 3,350-mile fiber optic network, have utilized local labor, with 80 percent of construction work-hours performed by Kentucky residents as of March 2019.","ai_generated":true,"unit":"eesi-000509#insight-5","date_modified":"2026-10-23"},{"text":"Effective transition strategies must prioritize economic diversification over replacing one single industry with another, ensuring that workers can maintain their quality of life given the historically high wages of coal industry jobs.","ai_generated":true,"unit":"eesi-000509#insight-6","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","energy transition","renewable energy","solar energy","wind energy","energy efficiency","workforce development","economic diversity","just transition","environmental remediation","climate finance"],"geography_discussed":["Appalachia","West Virginia","Wyoming","Pennsylvania","Illinois","Kentucky","Montana","North Carolina","Colorado","New Mexico"],"frame_perspective":[],"analysis_type":["policy review","economic assessment"]},{"id":"commyale-000009","url":"https://climateinsightsdirectory.org/document/commyale-000009","title":"Do Americans support voting by mail to limit the spread of coronavirus infections?","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"fact sheet","language":"en","date_published":"2020-07-10","source_url":"https://climatecommunication.yale.edu/publications/do-americans-support-voting-by-mail-to-limit-the-spread-of-coronavirus-infections/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"A survey conducted in April 2020 found that 78% of Americans nationally support ensuring all citizens can vote by mail to limit COVID-19 infections. Support remained high across the United States, with more than three quarters of the public supporting the measure in 46 states. The lowest levels of support were found in Kentucky, Tennessee, Alabama, and Mississippi, while the highest were in states that already utilized vote-by-mail systems, such as Hawaii, Colorado, Washington, Oregon, and California.","ai_generated":true,"unit":"commyale-000009#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nationally, 78% of Americans support the option for all U.S. citizens to vote by mail in the November 2020 election to limit the spread of coronavirus infections.","ai_generated":true,"unit":"commyale-000009#insight-1","date_modified":"2026-10-23"},{"text":"Public support for voting by mail is high across most of the country, with over 75% support in 46 states. The range of support across all 50 states varied by no more than 9 percentage points.","ai_generated":true,"unit":"commyale-000009#insight-2","date_modified":"2026-10-23"},{"text":"The lowest levels of support for voting by mail were recorded in Kentucky (73%), and Tennessee, Alabama, and Mississippi (each 74%).","ai_generated":true,"unit":"commyale-000009#insight-3","date_modified":"2026-10-23"},{"text":"States that had already implemented vote-by-mail systems prior to the pandemic showed some of the highest support levels, including Hawaii (82%), Colorado (78%), and Washington, Oregon, and California (each 80%).","ai_generated":true,"unit":"commyale-000009#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Colorado","Hawaii","Oregon","Utah","Washington","Kentucky","Tennessee","Alabama","Mississippi","California"],"frame_perspective":[],"analysis_type":["public opinion survey"]},{"id":"earjust-002511","url":"https://climateinsightsdirectory.org/document/earjust-002511","title":"coalition_letter_federal_policing_priorites-e8ff0cc55e21013f.pdf","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"statement","language":"en","date_published":"2020-06-01","source_url":"https://earthjustice.org/sites/default/files/files/coalition_letter_federal_policing_priorites.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"A coalition of over 450 organizations is calling for immediate federal legislative action to end systemic police violence against Black people in the United States. The letter identifies critical failures in police accountability, the dangers of militarized policing, and the lack of national data on use-of-force. It proposes eight specific legislative measures, including banning chokeholds, ending qualified immunity, and creating a national public registry of officer misconduct.","ai_generated":true,"unit":"earjust-002511#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The coalition argues that police brutality and racism against Black people are systemic and structural issues that have persisted since the nation's founding, rather than isolated incidents.","ai_generated":true,"unit":"earjust-002511#insight-1","date_modified":"2026-10-23"},{"text":"The document highlights the danger of militarized policing and the use of no-knock warrants, citing the death of Breonna Taylor as an example of a 'heavy-handed, military-style raid'.","ai_generated":true,"unit":"earjust-002511#insight-2","date_modified":"2026-10-23"},{"text":"There is a critical lack of accountability and data regarding police use of force, with the coalition noting that no reliable national accounting of victims exists.","ai_generated":true,"unit":"earjust-002511#insight-3","date_modified":"2026-10-23"},{"text":"The coalition identifies a pattern where officers with extensive histories of misconduct are hired by other departments, necessitating a national public registry of law enforcement officers.","ai_generated":true,"unit":"earjust-002511#insight-4","date_modified":"2026-10-23"},{"text":"The letter demands the end of the qualified immunity doctrine, asserting that it allows officers to commit unconstitutional acts without legal consequence.","ai_generated":true,"unit":"earjust-002511#insight-5","date_modified":"2026-10-23"},{"text":"The coalition proposes specific legal changes to the federal criminal civil rights statute (18 U.S.C. §242), suggesting the mens rea requirement be changed from 'willfulness' to 'recklessness' to facilitate prosecutions.","ai_generated":true,"unit":"earjust-002511#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Georgia","Kentucky","Indiana","Minnesota","Florida","Missouri","Ohio"],"frame_perspective":[],"analysis_type":[]},{"id":"wri-000662","url":"https://climateinsightsdirectory.org/document/wri-000662","title":"Ensuring a Fair Transition for US Fossil Fuel Workers in Economic Recovery","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"policy brief","language":"en","date_published":"2020-05-19","source_url":"https://www.wri.org/insights/ensuring-fair-transition-us-fossil-fuel-workers-economic-recovery","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief contends that the COVID-19 pandemic accelerated existing vulnerabilities in the U.S. fossil fuel industry, making a fair transition for workers urgent. It advises against using federal stimulus for fossil fuel assets, suggesting instead that investments be directed toward low-carbon infrastructure, which creates more jobs per million dollars spent. The author proposes a four-part framework for a fair transition: accounting for automation and digitization, planning proactively across all carbon-intensive industries, recognizing that clean energy jobs may not be a direct replacement for all fossil fuel roles due to geographic and skill gaps, and employing bottom-up, community-led investment strategies.","ai_generated":true,"unit":"wri-000662#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Low-carbon investments are more efficient job creators than fossil fuel investments; specifically, every $1 million spent in energy efficiency and renewables generates approximately eight full-time-equivalent jobs, which is nearly three times the rate of fossil fuel job creation.","ai_generated":true,"unit":"wri-000662#insight-1","date_modified":"2026-10-23"},{"text":"Automation and digitization are significant drivers of job loss in the U.S. energy sector, particularly in coal mining and oil and gas drilling, and these trends may accelerate following the economic downturn caused by COVID-19.","ai_generated":true,"unit":"wri-000662#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant geographic and qualitative mismatch between lost fossil fuel jobs and available clean energy jobs. Coal job losses are concentrated in West Virginia, Kentucky, Wyoming, and Montana, while solar and wind jobs are primarily in California, Texas, Florida, Colorado, and New York. Additionally, renewable energy jobs currently have lower rates of union representation than fossil fuel jobs.","ai_generated":true,"unit":"wri-000662#insight-3","date_modified":"2026-10-23"},{"text":"A fair transition requires a proactive, bottom-up approach that extends beyond the coal industry to include oil, gas, and the auto industry, utilizing flexible federal grants and partnerships with local stakeholders to address specific regional needs.","ai_generated":true,"unit":"wri-000662#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy transition","fossil fuel industry","just transition","renewable energy","energy efficiency","electric vehicle","workforce development","climate finance","economic recovery"],"geography_discussed":["West Virginia","Kentucky","Wyoming","Montana","California","Texas","Florida","Colorado","New York","Chicago","Canada"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"ucs-001234","url":"https://climateinsightsdirectory.org/document/ucs-001234","title":"Used, But How Useful?","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2020-05","source_url":"https://www.ucs.org/sites/default/files/2020-05/Used%20but%20How%20Useful%20May%202020.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that rate-regulated utilities use 'self-commitment' to bypass market merit order, running coal plants that are objectively uneconomic and passing the resulting losses to captive customers through state fuel-cost-recovery processes. Using PLEXOS modeling for the MISO region in 2018, the authors find that this practice cost customers $350 million and suppressed regional market clearing prices by 2.4%. The report identifies Cleco and DTE Energy as significant contributors to these distortions and recommends that state regulators disallow the recovery of imprudent, above-market costs to incentivize efficient dispatch.","ai_generated":true,"unit":"ucs-001234#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2018, the uneconomic self-commitment of coal plants in the MISO region resulted in costs of $350 million for customers, which equates to an average annual increase of approximately $60 on residential electric bills.","ai_generated":true,"unit":"ucs-001234#insight-1","date_modified":"2026-10-23"},{"text":"The practice of self-committing coal plants artificially lowers market clearing prices across all MISO transmission zones, reducing the regional average by $0.63 per MWh, or 2.4%.","ai_generated":true,"unit":"ucs-001234#insight-2","date_modified":"2026-10-23"},{"text":"While most coal resources in MISO are self-committed, a small group of companies and plants drive the majority of market distortion; Cleco (co-owner of Dolet Hills) and DTE Energy are identified as the worst actors.","ai_generated":true,"unit":"ucs-001234#insight-3","date_modified":"2026-10-23"},{"text":"Eliminating uneconomic self-commitment in MISO would have increased the system's market surplus by 66%, rising from $1.5 billion to $2.5 billion, thereby improving overall market efficiency and profitability for power plants.","ai_generated":true,"unit":"ucs-001234#insight-4","date_modified":"2026-10-23"},{"text":"Rate-regulated utilities can exploit the self-commitment loophole because they can recover market losses through state fuel-cost-recovery processes, a financial cushion not available to independent power providers (IPPs).","ai_generated":true,"unit":"ucs-001234#insight-5","date_modified":"2026-10-23"},{"text":"The traditional view of coal as a 'baseload resource' is outdated; current MISO data shows coal plants often cycle to follow load patterns and frequently operate when the cost to burn coal exceeds the market price.","ai_generated":true,"unit":"ucs-001234#insight-6","date_modified":"2026-10-23"},{"text":"Some utilities, such as Xcel Energy and Cleco, have begun reducing uneconomic dispatch by converting coal plants to seasonal operations, which the report suggests can save customers tens of millions of dollars.","ai_generated":true,"unit":"ucs-001234#insight-7","date_modified":"2026-10-23"},{"text":"The report concludes that market rule reforms alone are unlikely to stop the behavior; instead, state regulators must disallow the recovery of imprudent, above-market costs to create a real incentive for utilities to operate economically.","ai_generated":true,"unit":"ucs-001234#insight-8","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","electricity market","energy transition","economic dispatch"],"geography_discussed":["PJM Interconnection","Southwest Power Pool","Electric Reliability Council of Texas","Louisiana","Texas","North Dakota","Michigan","Minnesota","Illinois","Iowa","Arkansas","Missouri","Mississippi","Kentucky","Indiana","Wisconsin"],"frame_perspective":[],"analysis_type":["economic modeling","policy analysis"]}]}