{"query_echo":{"q":"","filters":{"geography":["South Dakota"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'South Dakota' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":77,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=South+Dakota&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":"ucs-000941","url":"https://climateinsightsdirectory.org/document/ucs-000941","title":"School Bus Pollution Report Card 2006","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2006-05","source_url":"https://www.ucs.org/sites/default/files/2019-10/pollution-report-card-2006-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2006 School Bus Pollution Report Card by the Union of Concerned Scientists finds that U.S. school buses are among the oldest vehicles on the road, with an average age of nine years, and emit nearly twice as much soot per mile as tractor-trailer trucks. The report grades states on tailpipe soot emissions, smog-forming pollution, and the success of their cleanup programs. While some states like California and Washington have made significant strides in reducing soot through retrofits and cleaner fuels, national soot pollution from school buses has only decreased by more than two percent. The document highlights the vulnerability of children to diesel exhaust, which is linked to asthma and lung growth deficits, and argues that substantial federal and state investment is needed for bus replacement and the installation of particulate traps.","ai_generated":true,"unit":"ucs-000941#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"U.S. school buses are among the oldest vehicles in operation, with an average age of nine years; 37 percent of the fleet was built more than 10 years ago.","ai_generated":true,"unit":"ucs-000941#insight-1","date_modified":"2026-10-23"},{"text":"The average school bus emits nearly twice as much soot per mile as a tractor-trailer truck (big rig).","ai_generated":true,"unit":"ucs-000941#insight-2","date_modified":"2026-10-23"},{"text":"Pollution levels vary significantly by state; the dirtiest fleets in South Carolina and South Dakota emit nearly three times more soot than the cleanest fleet in Delaware.","ai_generated":true,"unit":"ucs-000941#insight-3","date_modified":"2026-10-23"},{"text":"National efforts to reduce school bus soot through retrofits and cleaner fuels have achieved a reduction of more than two percent, with California and Washington leading the country.","ai_generated":true,"unit":"ucs-000941#insight-4","date_modified":"2026-10-23"},{"text":"Children are more vulnerable to air pollution than adults due to physiological differences and higher breathing rates, with diesel exhaust linked to lung growth deficits and asthma.","ai_generated":true,"unit":"ucs-000941#insight-5","date_modified":"2026-10-23"},{"text":"Pollution can concentrate inside school buses, with some studies showing fine particle concentrations 5 to 15 times higher than ambient air.","ai_generated":true,"unit":"ucs-000941#insight-6","date_modified":"2026-10-23"},{"text":"Leaky crankcases are identified as a major source of onboard fine particulate pollution, and closed crankcase filtration controls can be effective in reducing this exposure.","ai_generated":true,"unit":"ucs-000941#insight-7","date_modified":"2026-10-23"},{"text":"Replacing all school buses built before 1994 with new low-emission models would cost approximately $13.4 billion, while retrofitting those built after 1993 with particulate traps and crankcase filtration would cost about $2.6 billion.","ai_generated":true,"unit":"ucs-000941#insight-8","date_modified":"2026-10-23"},{"text":"Compressed natural gas (CNG) is the cleanest commercially available fuel option, reducing soot by over 90 percent compared to a 2005 conventional diesel bus.","ai_generated":true,"unit":"ucs-000941#insight-9","date_modified":"2026-10-23"},{"text":"The EPA's Clean School Bus USA program has a limited budget, ranging between $5 million and $7.5 million annually since 2003, which is insufficient to meet the goal of retrofitting or replacing all buses by 2010.","ai_generated":true,"unit":"ucs-000941#insight-10","date_modified":"2026-10-23"}],"climate_tags":["particulates","compressed natural gas","biodiesel","fuel cell","hybrid electric vehicle","public health"],"geography_discussed":["California","Washington","Delaware","South Carolina","South Dakota","District of Columbia"],"frame_perspective":[],"analysis_type":["fleet assessment","emission modeling","policy evaluation","health impact analysis"]},{"id":"ucs-000942","url":"https://climateinsightsdirectory.org/document/ucs-000942","title":"School Bus Pollution Report Card 2006","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"executive summary","language":"en","date_published":"2006","source_url":"https://www.ucs.org/sites/default/files/2019-10/pollution-report-card-2006_exsum.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates U.S. school bus emissions, finding that older diesel buses release significantly more soot than modern alternatives, posing health risks to children. It grades states on soot emissions, cleanup programs, and smog-forming pollution, noting wide performance gaps. The authors recommend a strategy of 'the five Rs'—retrofitting, refueling, replacement, repair, and reduced idling—and call for strengthened federal standards and increased funding to modernize fleets.","ai_generated":true,"unit":"ucs-000942#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"School buses are among the oldest vehicles on U.S. roads, with an average age of nine years. They emit nearly twice as much pollution per mile as a tractor-trailer truck, and 37% of the fleet is over a decade old, with 1 in 12 buses not subject to any soot pollution standards.","ai_generated":true,"unit":"ucs-000942#insight-1","date_modified":"2026-10-23"},{"text":"Pollution levels vary significantly by state. South Carolina and South Dakota have the dirtiest fleets, emitting nearly three times more soot than Delaware, which has the cleanest fleet. Only five states—Alaska, Connecticut, Maine, Nevada, and New York—scored above the national average across all three evaluated categories.","ai_generated":true,"unit":"ucs-000942#insight-2","date_modified":"2026-10-23"},{"text":"While national soot pollution from school buses has decreased by more than 2% due to local, state, and federal actions, many states remain inactive. Nine states and the District of Columbia took no cleanup action in 2005, and 13 states have programs achieving less than a 1% reduction in soot.","ai_generated":true,"unit":"ucs-000942#insight-3","date_modified":"2026-10-23"},{"text":"California and Washington lead the U.S. in cleanup efforts, reducing soot by more than 7% through retrofits and cleaner fuels. California's Lower-Emission School Bus Program has installed particulate traps on over 10% of its fleet and retired hundreds of buses, while Washington's Clean Buses, Healthy Kids Retrofit Project has retrofitted 38% of its fleet with diesel oxidation catalysts.","ai_generated":true,"unit":"ucs-000942#insight-4","date_modified":"2026-10-23"},{"text":"Substantial investment is required to modernize the fleet. Retrofitting all buses built after 1993 with particulate traps and closed crankcase filtration would cost approximately $2.6 billion, while replacing all buses built before 1994 with new low-emission models would cost approximately $13.4 billion.","ai_generated":true,"unit":"ucs-000942#insight-5","date_modified":"2026-10-23"},{"text":"Available technologies can drastically reduce emissions: a new natural gas bus releases over 90% less soot than a 2005 conventional diesel bus, and replacing a 1988 bus with a trap-equipped diesel bus can reduce soot by 95%. B20 biodiesel blends reduce soot by about 10%.","ai_generated":true,"unit":"ucs-000942#insight-6","date_modified":"2026-10-23"}],"climate_tags":["particulates","biodiesel","air pollution","emission standard","fuel cell"],"geography_discussed":["California","Washington","South Carolina","South Dakota","Delaware"],"frame_perspective":[],"analysis_type":["policy assessment","environmental health analysis","comparative state study"]},{"id":"ucs-000026","url":"https://climateinsightsdirectory.org/document/ucs-000026","title":"Agency Experts Aghast: EPA Adjusts Air Quality Models","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"case study","language":"en","date_published":"2004-04-08","source_url":"https://www.ucs.org/resources/attacks-on-science/agency-experts-aghast-epa-adjusts-air-quality-models","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In April 2004, air quality modelers from nine EPA regional offices protested a policy change allowing states to select their own baseline years for measuring pollution in 'Class I' areas. This policy emerged from a compromise with North Dakota, which had been out of compliance with the Clean Air Act regarding Theodore Roosevelt National Park, hindering plans for new coal-fired power plants. EPA scientists argued the change 'artificially inflate[s]' baselines to mask policy changes and feared it would set a national precedent, as other states like Colorado, Montana, South Dakota, Utah, and Wyoming sought to follow suit.","ai_generated":true,"unit":"ucs-000026#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 2004 EPA policy change allowed states to choose the baseline year for measuring air pollution increases in national parks and wilderness areas, which critics argue allows states to appear compliant with the Clean Air Act without actually reducing pollution.","ai_generated":true,"unit":"ucs-000026#insight-1","date_modified":"2026-10-23"},{"text":"The policy change was a compromise with North Dakota officials to resolve a compliance issue at Theodore Roosevelt National Park that had blocked industry plans to construct new coal-fired power plants.","ai_generated":true,"unit":"ucs-000026#insight-2","date_modified":"2026-10-23"},{"text":"EPA air quality modelers from nine regional offices protested the policy, stating it violated established federal regulations and guidance intended to protect air quality by using science to hide policy shifts.","ai_generated":true,"unit":"ucs-000026#insight-3","date_modified":"2026-10-23"},{"text":"There were concerns that the North Dakota agreement would establish a national precedent, with officials indicating that Colorado, Montana, South Dakota, Utah, and Wyoming were interested in adopting similar measures.","ai_generated":true,"unit":"ucs-000026#insight-4","date_modified":"2026-10-23"}],"climate_tags":["air quality","air pollution","coal-fired power station","environmental regulation"],"geography_discussed":["Theodore Roosevelt National Park","Colorado","Montana","South Dakota","Utah","Wyoming"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"rmi-000889","url":"https://climateinsightsdirectory.org/document/rmi-000889","title":"Hydrogen Economy: Not So Difficult—Without Nuclear Power","publisher":{"name":"RMI","organization":"rmi"},"document_type":"research paper","language":"en","date_published":"2003-08-23","source_url":"https://rmi.org/app/uploads/2017/05/RMI_Document_Repository_Public-Reprts_E03-06HydrogenEconomyNotSoDifficultWithoutNuclearPower.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Amory B. Lovins challenges the claim that a U.S. hydrogen economy requires a fourfold expansion of nuclear power. He argues that fuel cells will accelerate the decline of nuclear power by providing cheaper energy services. Lovins asserts that the hydrogen needs for the U.S. highway vehicle fleet could be met by wind turbines in North and South Dakota, and that an orderly transition to hydrogen would require less capital, land, and fossil fuels than a business-as-usual oil-based scenario. He further contends that wind power is more cost-competitive than new nuclear plants and that distributed energy resources offer greater economic value than centralized power stations.","ai_generated":true,"unit":"rmi-000889#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The hydrogen requirements for the U.S. highway vehicle fleet, estimated at 50 MTlVy if efficiency gains of 5x for light vehicles and 2x for heavy vehicles are achieved, could be supplied by wind turbines located in North and South Dakota.","ai_generated":true,"unit":"rmi-000889#insight-1","date_modified":"2026-10-23"},{"text":"Wind power is significantly more cost-competitive than new nuclear power for hydrogen production via electrolysis; wind power sold for $0.025/kWh in 2003, while projected costs for new nuclear plants ranged from $0.042/kWh to $0.067/kWh.","ai_generated":true,"unit":"rmi-000889#insight-2","date_modified":"2026-10-23"},{"text":"The growth of wind power capacity is outpacing nuclear power, with 2002 installed capacity increasing from 24 to 31 GW, which is double the global average annual increase for nuclear power during the 1990s.","ai_generated":true,"unit":"rmi-000889#insight-3","date_modified":"2026-10-23"}],"climate_tags":["hydrogen economy","fuel cell","nuclear power","wind power","electrolysis","carbon sequestration","energy efficiency","distributed generation","natural gas","fossil fuel"],"geography_discussed":["North Dakota","South Dakota","World"],"frame_perspective":[],"analysis_type":["economic analysis","technical assessment"]},{"id":"catf-000961","url":"https://climateinsightsdirectory.org/document/catf-000961","title":"How the Heartland Hydrogen Hub benefits Minnesota, North Dakota, South Dakota, Montana, Wisconsin, and Colorado","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://cdn.catf.us/wp-content/uploads/2025/05/02124910/heartland-hydrogen-hub.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Heartland Hydrogen Hub is projected to create 3,880 direct jobs, including 3,067 in construction and 703 permanent positions. The initiative involves two major projects and is led by the University of North Dakota Energy & Environmental Research Center (EERC) as the prime contractor, with industry sponsors including Atlas Agro North America Corp. and Xcel Energy Services Inc.","ai_generated":true,"unit":"catf-000961#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Heartland Hydrogen Hub is expected to generate 3,880 direct jobs, consisting of 3,067 construction jobs and 703 permanent roles.","ai_generated":true,"unit":"catf-000961#insight-1","date_modified":"2026-10-23"},{"text":"The hub consists of two major projects designed to create economic opportunities across Minnesota, North Dakota, South Dakota, Montana, Wisconsin, and Colorado.","ai_generated":true,"unit":"catf-000961#insight-2","date_modified":"2026-10-23"}],"climate_tags":["hydrogen","job creation","economic development"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["economic projection"]},{"id":"catf-001131","url":"https://climateinsightsdirectory.org/document/catf-001131","title":"Overview of U.S. Carbon Management Projects","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://cdn.catf.us/wp-content/uploads/2022/01/22135134/overview-carbon-management-projects.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Since the 2018 45Q reform, 84 carbon management projects have been announced in the U.S., with a significant surge in 2021. The majority of these projects are industrial-sector initiatives utilizing saline storage, though regional infrastructure in the Midwest is enabling ethanol projects. The power sector accounts for 23% of projects, primarily natural gas and coal plants, while only one large-scale Direct Air Capture plant is planned.","ai_generated":true,"unit":"catf-001131#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A total of 84 carbon management projects were announced in the U.S. after the 2018 45Q reform, with 51 of those announcements occurring in 2021 alone.","ai_generated":true,"unit":"catf-001131#insight-1","date_modified":"2026-10-23"},{"text":"The industrial sector and saline storage are the dominant components of the project landscape, each representing 71% of all projects.","ai_generated":true,"unit":"catf-001131#insight-2","date_modified":"2026-10-23"},{"text":"The power sector comprises 23% of all projects (19 facilities), consisting of 11 natural gas plants, 6 coal plants, 1 biomass plant, and 1 waste-to-energy plant.","ai_generated":true,"unit":"catf-001131#insight-3","date_modified":"2026-10-23"}],"climate_tags":["carbon capture and storage","direct air capture","secondary sector of the economy","electric power industry"],"geography_discussed":["Europe","Middle East","North Africa","Texas","Iowa","Louisiana","Illinois","Nebraska","South Dakota","California","North Dakota","Minnesota","Colorado","Mississippi","Wyoming","Indiana","Missouri","New Mexico"],"frame_perspective":[],"analysis_type":["statistical overview"]},{"id":"catf-001197","url":"https://climateinsightsdirectory.org/document/catf-001197","title":"Superhot Rock Geothermal in South Dakota","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://cdn.catf.us/wp-content/uploads/2025/06/22150221/South-Dakota-SHR-Regional-Assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the potential for superhot rock geothermal energy in South Dakota, noting that just 1% of the state's estimated resource could provide 49 GW of capacity, which is 30 times the state's 2023 electricity consumption. It argues that superhot rock geothermal is a viable global energy source because it does not require natural underground water sources and provides carbon-free firm power with a significantly lower land footprint than solar, wind, or biomass.","ai_generated":true,"unit":"catf-001197#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Preliminary modeling by the Clean Air Task Force and the University of Twente indicates that South Dakota possesses substantial superhot rock resources. Specifically, 1% of these resources could provide 49 GW of energy capacity, generating over 404,850 GWh of electricity, which is 30 times the state's 2023 electricity consumption of 13,506 GWh.","ai_generated":true,"unit":"catf-001197#insight-1","date_modified":"2026-10-23"},{"text":"Superhot rock geothermal is characterized as an energy-dense resource with very low land requirements. Producing 1 GW of this energy is estimated to require approximately 12 sq mi of land, which is significantly less than the land required for natural gas (160 sq mi), solar (180 sq mi), offshore wind (520 sq mi), and biomass (14,000 sq mi).","ai_generated":true,"unit":"catf-001197#insight-2","date_modified":"2026-10-23"},{"text":"Unlike traditional geothermal systems that depend on naturally occurring hot water near the surface, superhot rock systems reach deeper into the earth and do not require underground water sources, potentially making them viable worldwide.","ai_generated":true,"unit":"catf-001197#insight-3","date_modified":"2026-10-23"},{"text":"Superhot rock geothermal provides 'firm power' that is available 24/7, which reduces the need for excess generation, expensive backup, and extensive transmission infrastructure. The document cites a study in California suggesting that clean firm power could reduce the need for new transmission by one-third.","ai_generated":true,"unit":"catf-001197#insight-4","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","electric energy consumption","renewable electricity","energy infrastructure"],"geography_discussed":["Netherlands"],"frame_perspective":[],"analysis_type":["resource assessment","comparative analysis"]},{"id":"earjust-001907","url":"https://climateinsightsdirectory.org/document/earjust-001907","title":"Minnesota and Coal Ash Disposal in Ponds and Landfills","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://earthjustice.org/wp-content/uploads/minnesota-ash-fact-sheet-dams-11.14.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the prevalence of coal ash ponds in Minnesota, highlighting that nine are rated as 'significant hazard' and many lack modern liners due to their age. It argues that Minnesota's regulations are insufficient, failing to require comprehensive groundwater monitoring, composite liners for new sites, or financial assurances for cleanup. Evidence of environmental damage is cited, including groundwater contamination at the Sherburne County Generating Plant and Boswell Energy Center, and a note that low-income individuals are over-represented by 43% in zip codes hosting coal-fired power plants.","ai_generated":true,"unit":"earjust-001907#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Minnesota utilities generate more than 1.5 million tons of coal ash annually, ranking 26th in the United States for generation across 17 coal-fired power plants.","ai_generated":true,"unit":"earjust-001907#insight-1","date_modified":"2026-10-23"},{"text":"There are 34 coal ash ponds at 10 plants in Minnesota, with nine classified as a 'significant hazard,' meaning a failure could lead to infrastructure damage, environmental harm, or economic loss.","ai_generated":true,"unit":"earjust-001907#insight-2","date_modified":"2026-10-23"},{"text":"Many coal ash ponds in Minnesota are outdated, with 17 ponds over 30 years old and 5 over 40 years old, making the presence of leachate collection systems and liners unlikely.","ai_generated":true,"unit":"earjust-001907#insight-3","date_modified":"2026-10-23"},{"text":"Minnesota's regulatory framework for coal ash dams is deficient, as it does not require design standards, inundation mapping, financial assurance bonds for cleanup, or safety inspections by dam operators.","ai_generated":true,"unit":"earjust-001907#insight-4","date_modified":"2026-10-23"},{"text":"Groundwater contamination has been documented at several sites; the Sherburne County Generating Plant exceeded federal drinking water standards for various metals and chemicals, including arsenic, lead, and cadmium.","ai_generated":true,"unit":"earjust-001907#insight-5","date_modified":"2026-10-23"},{"text":"There is a disproportionate impact on low-income populations, with these individuals over-represented by 43% in Minnesota zip codes that host coal-fired power plants.","ai_generated":true,"unit":"earjust-001907#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","environmental justice","waste management","water pollution"],"geography_discussed":["South Dakota"],"frame_perspective":[],"analysis_type":["regulatory assessment","environmental impact analysis"]},{"id":"eesi-000245","url":"https://climateinsightsdirectory.org/document/eesi-000245","title":"South Dakota’s Path to an Energy-Efficient Future","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://www.eesi.org/files/Energy_Efficiency_Fact_Sheet_030116_SD.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The fact sheet outlines the potential environmental and economic benefits of energy efficiency in South Dakota, asserting that specific policies could help the state meet its carbon reduction goals under the EPA's Clean Power Plan while saving residents money.","ai_generated":true,"unit":"eesi-000245#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Implementing a combination of 1% annual energy savings, national model building codes, and 40 MWs of new combined heat and power could enable South Dakota to avoid over 1.8 million tons of carbon dioxide and save more than 2.3 million MWh of electricity by 2030.","ai_generated":true,"unit":"eesi-000245#insight-1","date_modified":"2026-10-23"},{"text":"Energy efficiency policies are projected to save South Dakota residents $239 million by 2030 and reduce other pollutants, specifically 20,000 tons of nitrogen oxide and 40,000 tons of sulfur dioxide by the same year.","ai_generated":true,"unit":"eesi-000245#insight-2","date_modified":"2026-10-23"},{"text":"The adoption of popular energy efficiency policies can assist South Dakota in meeting 100% of its carbon pollution reduction goal established under the EPA’s Clean Power Plan.","ai_generated":true,"unit":"eesi-000245#insight-3","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","carbon dioxide emissions","Clean Power Plan","building code","air pollution"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["impact assessment","policy advocacy"]},{"id":"eesi-000354","url":"https://climateinsightsdirectory.org/document/eesi-000354","title":"nirs-maps-state_nuclear_waste_transport_route_maps-5e936ce1772e71fd.pdf","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.eesi.org/files/NIRS-Maps-State_Nuclear_Waste_Transport_Route_Maps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document consists of a collection of 45 figures mapping the FSEIS routes for nuclear waste transport through nearly every U.S. state and the District of Columbia.","ai_generated":true,"unit":"eesi-000354#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The document maps FSEIS nuclear waste transport routes across a wide range of U.S. jurisdictions, including Alabama, California, New York, Texas, and the District of Columbia.","ai_generated":true,"unit":"eesi-000354#insight-1","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Alabama","Arkansas","Arizona","California","Colorado","Connecticut","District of Columbia","Florida","Georgia","Idaho","Illinois","Indiana","Iowa","Kansas","Kentucky","Louisiana","Maine","Massachusetts","Maryland","Michigan","Minnesota","Mississippi","Missouri","Nebraska","Nevada","New Hampshire","New Jersey","New Mexico","New York","North Carolina","Ohio","Oklahoma","Oregon","Pennsylvania","South Carolina","South Dakota","Tennessee","Texas","Utah","Vermont","Virginia","Washington","West Virginia","Wisconsin","Wyoming"],"frame_perspective":[],"analysis_type":["mapping"]},{"id":"eesi-000463","url":"https://climateinsightsdirectory.org/document/eesi-000463","title":"National Clean Fuels Technology & Health Effects Leadership Forum Presenter Biographies","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://www.eesi.org/files/020620bios.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document lists the professional backgrounds of various experts, policymakers, and industry leaders participating in the National Clean Fuels Technology & Health Effects Leadership Forum. The presenters include former diplomats, senators, CEOs of renewable fuel associations, and agricultural specialists, with a strong focus on ethanol, biofuels, and environmental legislation.","ai_generated":true,"unit":"eesi-000463#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The forum includes presenters with significant experience in shaping U.S. environmental and energy law, such as C. Boyden Gray, who was instrumental in the \"enactment of the Clean Air Act Amendments of 1990, the Energy Policy Act of 1992, and a cap-and-trade system for acid rain emissions.\"","ai_generated":true,"unit":"eesi-000463#insight-1","date_modified":"2026-10-23"},{"text":"Several presenters are leaders in the ethanol and biofuels industry, including Geoff Cooper, President and CEO of the Renewable Fuels Association (RFA), and Doug Durante, Executive Director of the Clean Fuels Development Coalition (CFDC).","ai_generated":true,"unit":"eesi-000463#insight-2","date_modified":"2026-10-23"},{"text":"The forum features international expertise in biofuels, notably Dr. Plinio Nastari, who has served as a lead author for the \"Intergovernmental Panel on Climate Change (IPCC) – Second Assessment Report (2AR)\" and has worked on ethanol specifications in Brazil.","ai_generated":true,"unit":"eesi-000463#insight-3","date_modified":"2026-10-23"},{"text":"Presenters include individuals focused on the practical application and health benefits of higher ethanol blends, such as Steve Vander Griend, who has worked on \"ethanol’s performance and emission benefits,\" and Jim Seurer, who promotes the \"E30 Challenge\" in South Dakota.","ai_generated":true,"unit":"eesi-000463#insight-4","date_modified":"2026-10-23"},{"text":"The group includes figures from the United Nations and climate advocacy, such as Senator Tim Wirth, President of the United Nations Foundation, and Reid Detchon, Senior Advisor for Climate Solutions at the United Nations Foundation.","ai_generated":true,"unit":"eesi-000463#insight-5","date_modified":"2026-10-23"}],"climate_tags":["biofuel","emission trading","climate change","bioenergy"],"geography_discussed":["Brazil","South Dakota","European Union"],"frame_perspective":[],"analysis_type":["biographical profiles"]},{"id":"ucs-001069","url":"https://climateinsightsdirectory.org/document/ucs-001069","title":"State Progress Toward Clean Power Plan Benchmarks in 2020","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.ucs.org/sites/default/files/attach/2015/06/state-progress-clean-power-plan-2020-benchmarks.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a state-by-state breakdown of progress toward 2020 Clean Power Plan benchmarks, noting that some states have exceeded 500% of their goals while others show 0% progress. It highlights the role of energy efficiency, renewable energy standards, and regional initiatives in achieving these targets.","ai_generated":true,"unit":"ucs-001069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"State progress toward 2020 benchmarks varies significantly, with Rhode Island at 520% and Hawaii at 569%, while Alaska, Louisiana, and North Dakota are at 0%.","ai_generated":true,"unit":"ucs-001069#insight-1","date_modified":"2026-10-23"},{"text":"The nine states in the Northeast Regional Greenhouse Gas Initiative are collectively expected to exceed their combined 2020 emission reduction benchmarks by more than 150%.","ai_generated":true,"unit":"ucs-001069#insight-2","date_modified":"2026-10-23"},{"text":"Certain states, specifically Florida, Indiana, and Ohio, repealed their Energy Efficiency Resource Standards (EERS) within the year preceding the report, though they still maintain small improvements from previous measures.","ai_generated":true,"unit":"ucs-001069#insight-3","date_modified":"2026-10-23"},{"text":"Georgia, South Carolina, and Tennessee are credited for the emissions rate reduction resulting from nuclear power plants currently under construction.","ai_generated":true,"unit":"ucs-001069#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Clean Power Plan","energy efficiency","nuclear power"],"geography_discussed":["Alabama","Alaska","Arizona","Arkansas","California","Colorado","Connecticut","Delaware","Florida","Georgia","Hawaii","Idaho","Illinois","Indiana","Kansas","Kentucky","Louisiana","Maine","Maryland","Massachusetts","Michigan","Minnesota","Mississippi","Missouri","Montana","Nebraska","Nevada","New Hampshire","New Jersey","New Mexico","New York","North Carolina","North Dakota","Ohio","Oklahoma","Oregon","Pennsylvania","Rhode Island","South Carolina","South Dakota","Tennessee","Texas","Utah","Virginia","Washington","West Virginia","Wisconsin","Wyoming"],"frame_perspective":[],"analysis_type":["progress assessment"]},{"id":"ucs-001227","url":"https://climateinsightsdirectory.org/document/ucs-001227","title":"Microsoft Word - greatplains.doc","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://www.ucs.org/sites/default/files/2019-09/us-global-climate-change-report-greatplains.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Great Plains region has experienced increasing average temperatures and shifting precipitation patterns, with winter temperatures in northern states rising by more than 6°F over the last 30 years. Climate change is projected to exacerbate the depletion of the High Plains (Ogallala) aquifer, particularly in the southern region where unsustainable water use and extreme heat are already prevalent. Agriculture and livestock are highly vulnerable; rising temperatures are expected to shift crop zones, increase pest prevalence, and reduce livestock yields, with a projected 10% decline in cow/calf and dairy operations under higher emissions scenarios. Ecosystems, specifically prairie potholes and playa lakes, face threats from altered evaporation and recharge rates, which impacts migratory birds and aquifer replenishment. The document also highlights the vulnerability of 65 Native American tribes on rural lands facing water quantity and quality issues.","ai_generated":true,"unit":"ucs-001227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Great Plains has seen a rise in average temperatures, most notably in the northern states where winter temperatures increased by over 6 degrees Fahrenheit during the last 30 years.","ai_generated":true,"unit":"ucs-001227#insight-1","date_modified":"2026-10-23"},{"text":"Water resources in the region are unsustainable, as the High Plains (Ogallala) aquifer is being depleted faster than it can recharge, with an average daily pump rate of 19 billion gallons.","ai_generated":true,"unit":"ucs-001227#insight-2","date_modified":"2026-10-23"},{"text":"Since 1950, aquifer water levels have dropped by an average of 13 feet (a 9% decrease in storage), with much steeper declines of 100 to over 250 feet in parts of Kansas, Oklahoma, and Texas.","ai_generated":true,"unit":"ucs-001227#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is expected to negatively impact livestock production; under higher emissions scenarios (warming of 9 to 11ºF), cow/calf and dairy operations in the southern Plains, Southeast, and Appalachia could see a 10% yield decline.","ai_generated":true,"unit":"ucs-001227#insight-4","date_modified":"2026-10-23"},{"text":"Agricultural productivity is threatened by shifting optimal crop zones, the northward spread of pests, and heat stress; for example, crops like tomatoes can suffer reduced yield or quality if daytime maximums exceed 90°F during critical reproductive stages.","ai_generated":true,"unit":"ucs-001227#insight-5","date_modified":"2026-10-23"},{"text":"Prairie potholes and playa lakes, which are critical for migratory birds and aquifer recharge, are threatened by climate-driven changes in evaporation and runoff, as well as human activities like urban sprawl and agricultural drainage.","ai_generated":true,"unit":"ucs-001227#insight-6","date_modified":"2026-10-23"},{"text":"Native American populations in the region, comprising 65 tribes, are particularly vulnerable due to limited resources and existing problems with water quality and quantity.","ai_generated":true,"unit":"ucs-001227#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","drought","water resource","agriculture","crop yield","wind power","biodiversity loss","climate justice"],"geography_discussed":["Appalachia","Southeast","Mississippi Delta"],"frame_perspective":[],"analysis_type":["impact assessment","climate projection"]},{"id":"wri-000077","url":"https://climateinsightsdirectory.org/document/wri-000077","title":"Midwest Manufacturing Snapshot","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/midwest-manufacturing-snapshot","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents the first estimates of manufacturing subsector-specific energy use for the 10 member states of the Midwestern Governors Association (MGA). It aims to fill a data gap where public sources only provide general manufacturing data, thereby enabling policymakers to better identify energy efficiency potential and strategies that balance environmental and economic outcomes. The paper combines energy-use data with state-by-state policy summaries to highlight trends in industrial energy efficiency and cost competitiveness.","ai_generated":true,"unit":"wri-000077#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant lack of public data regarding manufacturing subsector fuel use at the state level, which hinders the understanding of industrial energy efficiency potential.","ai_generated":true,"unit":"wri-000077#insight-1","date_modified":"2026-10-23"},{"text":"The paper provides the first estimates of energy use broken down by manufacturing subsector for the 10 states belonging to the Midwestern Governors Association (MGA).","ai_generated":true,"unit":"wri-000077#insight-2","date_modified":"2026-10-23"},{"text":"Energy efficiency investments are identified as a viable way for policymakers to achieve economic growth and employment, particularly as federal Recovery Act funding for state energy efficiency programs is exhausted.","ai_generated":true,"unit":"wri-000077#insight-3","date_modified":"2026-10-23"}],"climate_tags":["industrial manufacturing","economic development"],"geography_discussed":["United States","Illinois","Indiana","Iowa","Kansas","Michigan","Minnesota","Missouri","Ohio","South Dakota","Wisconsin"],"frame_perspective":[],"analysis_type":["data estimation","policy summary"]},{"id":"wri-000563","url":"https://climateinsightsdirectory.org/document/wri-000563","title":"Dataset of U.S. School Bus Depots","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/dataset-us-school-bus-depots","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the creation of a dataset identifying 11,309 school bus depots in the U.S. using remote sensing and aerial imagery from the National Agriculture Imagery Program (NAIP). The dataset is intended to support environmental justice analysis regarding air pollution hotspots in underserved communities, as well as electricity grid planning for school bus electrification and climate hazard risk assessment. Findings show that 51% of depots are located within 350 meters of a school, with North Carolina having the highest number of depots (841).","ai_generated":true,"unit":"wri-000563#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The research identified 11,309 school bus depots across Washington, DC and the 48 contiguous U.S. states, with a median of 218 depots per state.","ai_generated":true,"unit":"wri-000563#insight-1","date_modified":"2026-10-23"},{"text":"Over half of the identified depots (5,730) are located at schools, which the study defines as being within 350 meters of the nearest school.","ai_generated":true,"unit":"wri-000563#insight-2","date_modified":"2026-10-23"},{"text":"The distribution of depots varies by state, with North Carolina recording the highest count at 841, followed by Texas (697) and New York (618), while South Dakota and Wyoming had the lowest at 29 each.","ai_generated":true,"unit":"wri-000563#insight-3","date_modified":"2026-10-23"},{"text":"The dataset was developed using an object-based approach with National Agriculture Imagery Program (NAIP) aerial imagery to locate buses by color and size; validation against independent records showed an omission error rate of 15.2 percent.","ai_generated":true,"unit":"wri-000563#insight-4","date_modified":"2026-10-23"},{"text":"The dataset is designed to analyze the location of depots in underserved areas to address air pollution hotspots and to assist in electricity grid planning for school bus electrification.","ai_generated":true,"unit":"wri-000563#insight-5","date_modified":"2026-10-23"}],"climate_tags":["air pollution","environmental justice","remote sensing"],"geography_discussed":["North Carolina","Texas","New York","South Dakota","Wyoming"],"frame_perspective":[],"analysis_type":["methodology","dataset"]},{"id":"wwf-000398","url":"https://climateinsightsdirectory.org/document/wwf-000398","title":"No Grain Left Behind","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.worldwildlife.org/documents/181/3b6w6ibxh5_WWF_NoGrainLeftBehind_PART6_Final3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A WWF study finds that post-harvest losses for corn and soy in the US are significantly higher than industry expectations, with corn losses averaging 4.7% and soy 4.5%. These losses result in billions of dollars in economic waste and millions of tons of GHG emissions. The report identifies equipment sophistication and operator experience as primary drivers of loss and argues that reducing these losses can alleviate pressure to convert natural habitats into cropland.","ai_generated":true,"unit":"wwf-000398#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global food loss is higher than previously thought, with new estimates suggesting 40% of all food grown goes uneaten, and approximately 1.3 billion tons of food lost on farms globally, representing 15% of all global food production.","ai_generated":true,"unit":"wwf-000398#insight-1","date_modified":"2026-10-23"},{"text":"In the US, measured field-level losses for corn averaged 4.7%, significantly exceeding the 0.65% estimated by farmers and the 1% target encouraged by extension agents. This creates a loss overage of 3.7%, which scales to a national potential loss of 507 million bushels of corn valued at $2.1 billion based on 2019 data.","ai_generated":true,"unit":"wwf-000398#insight-2","date_modified":"2026-10-23"},{"text":"Measured field-level losses for soybeans averaged 4.5%, surpassing the accepted industry loss of 3%. This 1.5% overage equates to a potential national loss of 53 million bushels of soy worth $0.53 billion.","ai_generated":true,"unit":"wwf-000398#insight-3","date_modified":"2026-10-23"},{"text":"Combined corn and soy losses in the US amount to $4.3 billion in economic losses and 18,300,000 tons of GHG emissions. The scale of corn loss alone is nearly equivalent to the total 2021 US corn exports to Mexico.","ai_generated":true,"unit":"wwf-000398#insight-4","date_modified":"2026-10-23"},{"text":"The primary factors determining harvest loss are the type of equipment used and the experience of the combine operator. Technologically sophisticated 'Flagship' combine models have a more significant impact on reducing loss than operator experience, and larger farms (over 1,000 acres) generally have lower loss rates than smaller farms due to access to this equipment.","ai_generated":true,"unit":"wwf-000398#insight-5","date_modified":"2026-10-23"},{"text":"Reducing post-harvest losses could decrease the pressure to convert natural habitats into cropland. In the US, the land area effectively wasted due to corn and soy losses is projected to be four times greater than the area converted to cropland in the Great Plains in 2018.","ai_generated":true,"unit":"wwf-000398#insight-6","date_modified":"2026-10-23"},{"text":"Government policies and subsidies, particularly those supporting ethanol production, influence land-use behavior and can discourage innovation in loss reduction. Ethanol plants incentivize corn expansion and may foster farmer loyalty by being less strict about grain moisture content docking than grain elevators.","ai_generated":true,"unit":"wwf-000398#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Post-harvest losses","greenhouse gas emissions","Scope 3","land-use change","biodiversity loss","biofuel","food security","precision agriculture"],"geography_discussed":["Great Plains","North Dakota","South Dakota","Brazil","Africa","Mexico","World"],"frame_perspective":[],"analysis_type":["quantitative assessment","economic analysis","environmental impact analysis"]},{"id":"wwf-000899","url":"https://climateinsightsdirectory.org/document/wwf-000899","title":"PROTECTING WILDLIFE FOR A HEALTHY PLANET PROGRESS REPORT","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.worldwildlife.org/documents/912/9rmgeb1xpx_Legacy_Circle_Progress_Report_2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WWF reports progress in combating wildlife crime through the 'Silence of the Snares' analysis in Southeast Asia and the Coalition to End Wildlife Trafficking Online, which has removed over 7,000 prohibited listings. The organization is also addressing zoonotic disease risks by advocating for the closure of unregulated wildlife markets. Species-specific successes include a 16% increase in Nepal's rhino population, the reintroduction of plains bison to the Wolakota Buffalo Range in South Dakota, the installation of a solar-powered borehole to reduce human-elephant conflict in Zambia, and the development of lightweight satellite ear tags for polar bears.","ai_generated":true,"unit":"wwf-000899#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In Southeast Asia, specifically Cambodia, Laos, and Vietnam, an estimated 12 million snares are set annually in protected areas, posing a critical threat to tigers and their prey.","ai_generated":true,"unit":"wwf-000899#insight-1","date_modified":"2026-10-23"},{"text":"The Coalition to End Wildlife Trafficking Online, involving over 30 tech and e-commerce companies, has utilized 'Cyber Spotters' to identify and remove more than 7,000 illegal wildlife listings in real time.","ai_generated":true,"unit":"wwf-000899#insight-2","date_modified":"2026-10-23"},{"text":"Nepal's rhino population increased by 16% between 2015 and 2021, with the population growing from an estimated 645 to 752 individuals.","ai_generated":true,"unit":"wwf-000899#insight-3","date_modified":"2026-10-23"},{"text":"In South Dakota, 135 plains bison were released onto the Wolakota Buffalo Range of the Sicangu Oyate, marking the first bison calves born on that land in 140 years during the winter of 2021.","ai_generated":true,"unit":"wwf-000899#insight-4","date_modified":"2026-10-23"},{"text":"To mitigate human-wildlife conflict in Zambia's KAZA Conservation Area, WWF installed a solar-powered borehole and 5,200-gallon tank, which reduced conflicts and improved community nutrition and gender equity in decision-making.","ai_generated":true,"unit":"wwf-000899#insight-5","date_modified":"2026-10-23"}],"climate_tags":["biodiversity"],"geography_discussed":["Cambodia","Laos","Vietnam","Zambia","Nepal","South Dakota"],"frame_perspective":[],"analysis_type":["progress report"]}]}