{"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":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=South+Dakota&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?geography=South+Dakota&page=3","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":"rmi-000280","url":"https://climateinsightsdirectory.org/document/rmi-000280","title":"Delivering Equitable and Meaningful Community Benefits via Clean Hydrogen Hubs","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2024-01-29","source_url":"https://rmi.org/resources/delivering-equitable-and-meaningful-community-benefits-via-clean-hydrogen-hubs/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the integration of community benefits into the US DOE's Regional Clean Hydrogen Hubs program, emphasizing the shift from one-way notification to meaningful two-way engagement. It highlights the role of Community Benefits Plans (CBPs) and Community Benefits Agreements (CBAs) in mitigating social opposition and ensuring that 40% of benefits flow to disadvantaged communities under the Justice40 Initiative. Through case studies of failed projects in Wisconsin and the Midwest, the document illustrates how a lack of transparency, misalignment with local visions, and insufficient engagement can lead to project cancellation or significant delays.","ai_generated":true,"unit":"rmi-000280#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The US Department of Energy (DOE) requires all recipients of funding from the Office of Clean Energy Demonstrations (OCED) to implement a community benefits plan (CBP) to ensure shared prosperity, reduce risk, and build trust. These plans must include two-way community engagement, adherence to Justice40 requirements, and goals for diversity, equity, inclusion, and accessibility (DEIA).","ai_generated":true,"unit":"rmi-000280#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap between traditional one-way community notification and the meaningful two-way engagement required by current federal funding opportunities. Traditional methods often involve one-sided presentations at times and locations that limit attendance, occurring after project designs are too advanced to be altered.","ai_generated":true,"unit":"rmi-000280#insight-2","date_modified":"2026-10-23"},{"text":"The Justice40 Initiative mandates that 40% of overall benefits from certain federal investments flow to disadvantaged communities (DACs), but the DOE and White House have provided limited guidance on how to define or measure these 'overall benefits'.","ai_generated":true,"unit":"rmi-000280#insight-3","date_modified":"2026-10-23"},{"text":"Community Benefits Agreements (CBAs) are legally enforceable tools used to secure community buy-in, but they often fail if the signatories do not represent the whole community, if benefits are insufficient compared to developer subsidies, or if the agreements do not account for the sale of development rights.","ai_generated":true,"unit":"rmi-000280#insight-4","date_modified":"2026-10-23"},{"text":"A case study of Nature Energy's proposed biogas facility in Roberts, Wisconsin, shows that despite two-way engagement efforts, the project was withdrawn in October 2022 after failing to secure buy-in from local residents and the Village’s Board of Trustees.","ai_generated":true,"unit":"rmi-000280#insight-5","date_modified":"2026-10-23"},{"text":"Summit Carbon Solutions' proposed 2,000-mile CO2 pipeline across five Midwestern states has faced severe delays and permit denials in North Dakota and South Dakota due to concerns over public health, safety, and the potential use of eminent domain.","ai_generated":true,"unit":"rmi-000280#insight-6","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","environmental justice","energy transition","biogas","carbon capture and storage","workforce development"],"geography_discussed":["Wisconsin","Iowa","Minnesota","Nebraska","North Dakota","South Dakota"],"frame_perspective":[],"analysis_type":["best practices","case study","policy analysis"]},{"id":"climcent-000226","url":"https://climateinsightsdirectory.org/document/climcent-000226","title":"Wettest Seasons in U.S. Regions","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2023-10-18","source_url":"https://www.climatecentral.org/climate-matters/wettest-seasons-in-us-regions-2023","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate Central analyzed precipitation data from 1969-70 to 2022-23 for the contiguous U.S., finding that while some regions have balanced seasonal rainfall, others rely heavily on a single season. Specifically, the West and Northwest are dominated by winter precipitation, while the Plains and Upper Midwest rely on summer rainfall. Climate change is altering these patterns, with a general increase in precipitation east of the Rockies and a decrease to the west. Warmer temperatures are increasing atmospheric moisture—approximately 10% more since 1970—which enhances extremes such as heavy downpours and intensifying droughts.","ai_generated":true,"unit":"climcent-000226#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regional precipitation patterns in the contiguous U.S. vary significantly: the West and Northwest are primarily dependent on winter precipitation, whereas the Plains, Upper Midwest, and parts of the Southwest rely more on summer precipitation.","ai_generated":true,"unit":"climcent-000226#insight-1","date_modified":"2026-10-23"},{"text":"Long-term trends since 1901 show an overall increase in U.S. precipitation, though this is regionally split; increases occurred in the Northeast, Midwest, Great Plains, Ohio Valley, and South, while decreases were seen in the West and Southwest.","ai_generated":true,"unit":"climcent-000226#insight-2","date_modified":"2026-10-23"},{"text":"A comparison of normal periods from 1981-2010 and 1991-2020 indicates that annual average precipitation has increased east of the Rockies and decreased to the west, particularly in the Southwestern U.S.","ai_generated":true,"unit":"climcent-000226#insight-3","date_modified":"2026-10-23"},{"text":"Fourteen U.S. states receive at least one-third of their annual precipitation in a single season, with nine states receiving 40% or more in one season, increasing their vulnerability to climate-driven precipitation shifts. For example, California receives 52% of its precipitation in winter, while North Dakota receives 45% in summer.","ai_generated":true,"unit":"climcent-000226#insight-4","date_modified":"2026-10-23"},{"text":"Atmospheric moisture capacity increases by 4% for every 1°F of warming. Because the U.S. has warmed by 2.6°F since 1970, the atmosphere now holds approximately 10% more moisture on average, increasing the risk of heavy rainfall and flooding.","ai_generated":true,"unit":"climcent-000226#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","water-supply management","drought","flood risk"],"geography_discussed":["California","North Dakota","New Mexico","Minnesota","Florida","Oregon","Nebraska","South Dakota","Washington"],"frame_perspective":[],"analysis_type":["historical trend analysis","regional assessment","climate projection"]},{"id":"catf-000036","url":"https://climateinsightsdirectory.org/document/catf-000036","title":"Moving from application to action: Priority focus areas for DOE’s Regional Clean Hydrogen Hubs","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"statement","language":"en","date_published":"2023-10-17","source_url":"https://www.catf.us/2023/10/moving-application-action-priority-focus-areas-does-regional-clean-hydrogen-hubs/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Clean Air Task Force (CATF) provides a framework for the U.S. Department of Energy (DOE) and selected Regional Clean Hydrogen Hubs to transition from application to action. CATF emphasizes prioritizing hydrogen for hard-to-abate sectors, ensuring transparency in project planning, coordinating funding across federal programs, and deepening community engagement to ensure equitable and climate-beneficial outcomes.","ai_generated":true,"unit":"catf-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The U.S. Department of Energy's initial Regional Clean Hydrogen Hubs selections include seven hubs focused on renewable-based production, five on fossil-based production with carbon capture, and three on nuclear-based production, spanning 18 U.S. states.","ai_generated":true,"unit":"catf-000036#insight-1","date_modified":"2026-10-23"},{"text":"CATF recommends that the DOE and hubs prioritize clean hydrogen for sectors where it is indispensable or where other energy-efficient and cost-effective decarbonization options are unavailable, specifically targeting heavy-duty trucking, shipping, aviation, and heavy industry.","ai_generated":true,"unit":"catf-000036#insight-2","date_modified":"2026-10-23"},{"text":"The hydrogen hubs program, in conjunction with the 45V clean hydrogen tax credit from the Inflation Reduction Act, is expected to lower domestic production costs and catalyze the decarbonization of high-carbon intensity hydrogen used in oil refining and ammonia production for fertilizers.","ai_generated":true,"unit":"catf-000036#insight-3","date_modified":"2026-10-23"},{"text":"CATF identifies four priority areas for the implementation phase: increasing transparency regarding project-specific plans, coordinating funding with other federal programs (such as the DOT's Clean Corridors Program and EPA's Climate Pollution Reduction grants), deepening engagement with impacted communities, and utilizing third-party technical expertise.","ai_generated":true,"unit":"catf-000036#insight-4","date_modified":"2026-10-23"}],"climate_tags":["carbon capture and storage","renewable energy","nuclear power","aviation","heavy industry","oil refining","methane emissions","climate finance","Inflation Reduction Act of 2022"],"geography_discussed":["California","Delaware","Illinois","Indiana","Louisiana","Michigan","Minnesota","Montana","North Dakota","New Jersey","Ohio","Oregon","Pennsylvania","South Dakota","Texas","Washington","Wisconsin","West Virginia"],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"pestake-000006","url":"https://climateinsightsdirectory.org/document/pestake-000006","title":"Post PSSI-scandal, Blackstone should ensure labor rights across its portfolio","publisher":{"name":"Private Equity Stakeholder Project","organization":"private-equity-stakeholder-project"},"document_type":"statement","language":"en","date_published":"2023-08-01","source_url":"https://pestakeholder.org/news/post-pssi-scandal-blackstone-should-ensure-labor-rights-across-its-portfolio/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The Private Equity Stakeholder Project (PESP) calls on Blackstone to implement enforceable labor standards across its global portfolio after the US Department of Labor found systemic child labor violations at Blackstone-owned Packers Sanitation Services Inc (PSSI). Despite initial denials, PSSI eventually reached an agreement with the United Food and Commercial Workers Union (UFCW) to protect workers' rights to organize. PESP asserts that child labor is a byproduct of broader issues like low wages and dangerous conditions, and urges Blackstone to adopt the Private Equity Labor Rights Platform and cease union-busting tactics.","ai_generated":true,"unit":"pestake-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The US Department of Labor (DOL) determined that child labor violations at Blackstone-owned Packers Sanitation Services Inc (PSSI) were not isolated incidents but were systemic, spanning eight states and indicating a corporate-wide failure across all levels, including the ignoring of internal system flags for minors.","ai_generated":true,"unit":"pestake-000006#insight-1","date_modified":"2026-10-23"},{"text":"Following pressure from labor-rights groups and investors, including pension funds in New York, California, and South Dakota, PSSI entered an agreement with the United Food and Commercial Workers Union (UFCW) to allow workers to organize for better wages and conditions.","ai_generated":true,"unit":"pestake-000006#insight-2","date_modified":"2026-10-23"},{"text":"The Private Equity Stakeholder Project (PESP) argues that child labor violations result from broader labor issues, specifically where dangerous working conditions and low wages lead companies to rely on subcontractors and staffing agencies that may bypass the law.","ai_generated":true,"unit":"pestake-000006#insight-3","date_modified":"2026-10-23"},{"text":"Blackstone is identified as one of the largest global employers with approximately 500,000 employees across its portfolio; recent labor unrest includes a July strike by workers at the Aloft Los Angeles Airport and Fairfield hotels over low wages.","ai_generated":true,"unit":"pestake-000006#insight-4","date_modified":"2026-10-23"},{"text":"PESP recommends that Blackstone adopt the Private Equity Labor Rights Platform to manage labor risks and commit to neutrality agreements that protect the right to organize without using union-busting tactics.","ai_generated":true,"unit":"pestake-000006#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United States","California","New York","South Dakota","Los Angeles"],"frame_perspective":[],"analysis_type":["policy recommendation","corporate accountability"]},{"id":"wri-000927","url":"https://climateinsightsdirectory.org/document/wri-000927","title":"CEQ’s Climate and Economic Justice Screening Tool Needs to Consider How Burdens Add Up","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2023-03-15","source_url":"https://www.wri.org/technical-perspectives/ceq-climate-and-economic-justice-screening-tool-cumulative-burdens","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The World Resources Institute analyzes CEJST 1.0, finding that while it identifies more disadvantaged populations than the beta version, it lacks a mechanism to prioritize communities facing multiple overlapping burdens. The analysis reveals that non-white populations are disproportionately exposed to higher cumulative burdens, yet the tool treats all disadvantaged communities as equal for funding purposes. The authors recommend incorporating cumulative burden metrics, adjusting low-income eligibility for severely burdened areas, and establishing a rigorous monitoring framework for the Justice40 Initiative.","ai_generated":true,"unit":"wri-000927#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CEJST 1.0 has expanded the number of people identified as living in disadvantaged communities to 109.1 million (33% of the U.S. population), an increase from the 93.5 million (29%) identified in the beta version.","ai_generated":true,"unit":"wri-000927#insight-1","date_modified":"2026-10-23"},{"text":"The increase in identified disadvantaged populations is driven by new indicators including projected flood and wildfire risks, transportation barriers, lack of indoor plumbing, and access to greenspace. Specifically, 11.8 million people meet the flood risk threshold and 9.8 million meet the wildfire risk threshold, with over half of these individuals residing in Florida, Texas, and California.","ai_generated":true,"unit":"wri-000927#insight-2","date_modified":"2026-10-23"},{"text":"While the share of the white population in disadvantaged communities rose from 36% in the beta version to 40% in CEJST 1.0, this is attributed to new indicators like abandoned mines and defense sites which are more prominent in predominantly white states such as West Virginia, Ohio, and Kentucky.","ai_generated":true,"unit":"wri-000927#insight-3","date_modified":"2026-10-23"},{"text":"CEJST 1.0 does not measure cumulative burden, meaning communities meeting 18 indicator thresholds are treated the same as those meeting only one for funding prioritization. Analysis shows that non-white residents are more likely to live in these highly burdened areas; for example, in communities meeting 10 indicators, 76% of residents are Black or Hispanic/Latino, compared to only 43% in communities meeting three indicators.","ai_generated":true,"unit":"wri-000927#insight-4","date_modified":"2026-10-23"},{"text":"The tool's requirement that a community must meet a low-income threshold (65th percentile) to be designated as disadvantaged excludes approximately 10 million people who meet five or more other burden indicators, including 3.8 million people in majority non-white census tracts.","ai_generated":true,"unit":"wri-000927#insight-5","date_modified":"2026-10-23"}],"climate_tags":["environmental justice","climate change","climate risk","flood risk","renewable energy commercialization"],"geography_discussed":["Wyoming","Oklahoma","South Dakota","Mississippi","West Virginia","Arkansas","New Mexico","American Samoa","Northern Mariana Islands","Puerto Rico","Kentucky","Ohio","Alabama","Pennsylvania","California","Texas","Florida","Cleveland","Louisiana"],"frame_perspective":[],"analysis_type":["policy assessment","data analysis"]},{"id":"wwf-000688","url":"https://climateinsightsdirectory.org/document/wwf-000688","title":"PLOWPRINT","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.worldwildlife.org/documents/672/6wlbsmxokc_PlowprintReport_2023_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WWF's 2023 Plowprint analysis reveals that 1.6 million acres of grasslands in the US and Canadian Great Plains were plowed in 2021, contributing to a total loss of 32 million acres since 2012. The report identifies crop insurance subsidies and biofuels policies as primary drivers of this conversion. To combat this, WWF recommends that the US Congress use the Farm Bill to strengthen the Sodsaver provision, expand the Grassland Conservation Reserve Program (CRP), and protect Inflation Reduction Act funding. Additionally, the report supports the North American Grasslands Conservation Act and amendments to the Renewable Fuel Standard to ensure biofuels do not incentivize the conversion of native sod.","ai_generated":true,"unit":"wwf-000688#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2021, plow-up destroyed 1.6 million acres of grasslands across the US and Canadian portions of the Great Plains, with over 400,000 of those acres located in the Northern Great Plains region.","ai_generated":true,"unit":"wwf-000688#insight-1","date_modified":"2026-10-23"},{"text":"Since 2012, when WWF began tracking the region, a total of 32 million acres of grasslands have been converted to plowed land.","ai_generated":true,"unit":"wwf-000688#insight-2","date_modified":"2026-10-23"},{"text":"The most common crops planted on converted acres in 2021 across the Great Plains were wheat (27%), corn (18%), and soy (17%). In the Northern Great Plains specifically, wheat accounted for 40%, corn 18%, and soy 10%.","ai_generated":true,"unit":"wwf-000688#insight-3","date_modified":"2026-10-23"},{"text":"Land ownership patterns in the Northern Great Plains show that 80% of Tribal lands, 97% of public lands, and about 70% of private lands remain as intact grasslands.","ai_generated":true,"unit":"wwf-000688#insight-4","date_modified":"2026-10-23"},{"text":"The conversion of grasslands is driven largely by policy-based incentives rather than a need for more food production, specifically crop insurance premium subsidies and biofuels policies; many converted acres are used for non-food crops like biofuels.","ai_generated":true,"unit":"wwf-000688#insight-5","date_modified":"2026-10-23"},{"text":"The Central Grasslands Roadmap (CGR) identifies 700 million acres of Central Grasslands across Canada, the US, Mexico, and Indigenous Lands, categorizing them into core grasslands (435 million acres), vulnerable grasslands (186 million acres), and converted/altered grasslands (134 million acres).","ai_generated":true,"unit":"wwf-000688#insight-6","date_modified":"2026-10-23"}],"climate_tags":["land-use change","carbon sequestration","biodiversity loss","biofuel","regenerative agriculture"],"geography_discussed":["Mexico","Montana","South Dakota"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy recommendation"]},{"id":"climcent-000010","url":"https://climateinsightsdirectory.org/document/climcent-000010","title":"Billion-dollar disasters in 2022","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2022-10-11","source_url":"https://www.climatecentral.org/climate-matters/billion-dollar-disasters-in-2022","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The U.S. has seen a steady increase in the frequency and cost of billion-dollar weather and climate disasters since 1980. In 2022, by September 30, the country had already experienced 15 such events totaling $29.3 billion in losses, exceeding the historical annual average of seven. The time between these disasters has shrunk from 82 days in the 1980s to an average of 18 days between 2017 and 2021, reducing the time available for recovery and preparation. While hurricanes are the most costly event type, the overall trend of increasing extremes is linked to human-caused greenhouse gas emissions, with projections suggesting further intensity without rapid emissions cuts.","ai_generated":true,"unit":"climcent-000010#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of September 30, 2022, the United States experienced 15 weather and climate disasters with losses exceeding $1 billion each, totaling $29.3 billion. This is significantly higher than the long-term annual average of approximately seven billion-dollar disasters per year from 1980 to 2021.","ai_generated":true,"unit":"climcent-000010#insight-1","date_modified":"2026-10-23"},{"text":"The frequency of billion-dollar disasters has increased sharply over time. The average interval between such events dropped from 82 days in the 1980s to 26 days in the 2010s, and further to 18 days on average between 2017 and 2021.","ai_generated":true,"unit":"climcent-000010#insight-2","date_modified":"2026-10-23"},{"text":"Hurricanes and tropical cyclones are the most expensive disaster types, with an average cost of $21 billion per event, which is more than twice the average cost of droughts, the next most expensive type.","ai_generated":true,"unit":"climcent-000010#insight-3","date_modified":"2026-10-23"},{"text":"Between 2017 and 2021, 89 billion-dollar events caused an estimated 4,557 deaths and over $788 billion in damages, representing approximately 35% of the total costs of all such disasters from 1980 to 2021 ($2.27 trillion).","ai_generated":true,"unit":"climcent-000010#insight-4","date_modified":"2026-10-23"},{"text":"The economic statistics do not capture the full human toll, such as mental health impacts—where up to 54% of adults and 45% of children suffer depression post-disaster—or the disproportionate effects on people in poverty.","ai_generated":true,"unit":"climcent-000010#insight-5","date_modified":"2026-10-23"}],"climate_tags":["extreme weather event","hurricane","tropical cyclone","drought","greenhouse gas emissions","climate change adaptation","Paris Agreement","climate finance","mental health"],"geography_discussed":["Puerto Rico","Florida","Georgia","South Carolina","Minnesota","Wisconsin","South Dakota","United States Virgin Islands"],"frame_perspective":[],"analysis_type":["trend analysis","economic assessment"]},{"id":"climcent-000303","url":"https://climateinsightsdirectory.org/document/climcent-000303","title":"Climate Central Temperature Attribution System Methods","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"research paper","language":"en","date_published":"2022-06","source_url":"https://assets.ctfassets.net/cxgxgstp8r5d/4PyuCIhY6ZT5LEGyfq01rc/9b81e5f911baad59575550e4dd549f57/Climate_Central_Methods_Temperature_Attribution_System_June-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Central Temperature Attribution System (CC-TAS) Version 1.0 operationalizes a multi-method framework to attribute temperature events to anthropogenic climate change. It utilizes two empirical methods (median-scaling and quantile-scaling) and a model-based method using CMIP6 simulations. To improve upon previous frameworks, CC-TAS incorporates high-resolution CFS reanalysis temperatures, ERA5 reanalysis for scale factors, and skew-normal parameterized distributions. The system introduces the 'occurrence ratio' (OR) as a primary metric to assess both warm and cold events, which is then converted into a conservative categorical 'Climate Shift Index' (CSI) for public mapping, primarily focusing on the contiguous United States.","ai_generated":true,"unit":"climcent-000303#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CC-TAS employs three distinct methods to estimate the influence of human-caused climate change on temperature: median-scaling, quantile-scaling, and a model-based approach using CMIP6 simulations.","ai_generated":true,"unit":"climcent-000303#insight-1","date_modified":"2026-10-23"},{"text":"To enhance accuracy and resolution over previous versions, the system replaced Berkeley Earth data with high-resolution CFS reanalysis temperatures for climatology and uses ECMWF ERA5 reanalysis to compute scale factors.","ai_generated":true,"unit":"climcent-000303#insight-2","date_modified":"2026-10-23"},{"text":"The system transitioned from using cumulative probability distribution functions (CDFs) to fitting skew-normal distributions to observations and models to better estimate likelihoods for both extreme and less extreme conditions.","ai_generated":true,"unit":"climcent-000303#insight-3","date_modified":"2026-10-23"},{"text":"The 'occurrence ratio' (OR), defined as the ratio of probability distribution functions (PDFs) between the modern and counterfactual climates, is used as the main attribution metric to allow for the analysis of both warming and cooling events.","ai_generated":true,"unit":"climcent-000303#insight-4","date_modified":"2026-10-23"},{"text":"The system introduces the Climate Shift Index (CSI), a categorical scale from -5 to 5, designed to be conservative by requiring agreement on the sign of the climate factor across all three methods and rounding values toward zero.","ai_generated":true,"unit":"climcent-000303#insight-5","date_modified":"2026-10-23"},{"text":"Initial application of the system to the contiguous U.S. successfully identified the Pacific Northwest heat dome of June 29, 2021, and an unusual winter heat event on December 16, 2021, with CSI levels reaching 5 in some regions.","ai_generated":true,"unit":"climcent-000303#insight-6","date_modified":"2026-10-23"}],"climate_tags":["anthropogenic climate change"],"geography_discussed":["Pacific Northwest","Oregon","Washington","New Mexico","Colorado","Minnesota","Wisconsin","Nebraska","South Dakota","North Dakota","Iowa","Illinois"],"frame_perspective":[],"analysis_type":["methodological framework","technical specification"]},{"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":"wri-000113","url":"https://climateinsightsdirectory.org/document/wri-000113","title":"3 Ways Federal Investment in Trees and Forests Can Support Economic Growth","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"briefing","language":"en","date_published":"2021-10-13","source_url":"https://www.wri.org/insights/economic-growth-federal-investment-trees-forests","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"To meet its 2030 climate target of reducing net emissions by 50-52% from 2005 levels, the United States must increase its land carbon sink's annual removal by 13% over 2019 levels, reaching at least 913 Mt CO2e. The World Resources Institute identifies three primary pathways to achieve this: reforestation and restocking, agroforestry, and wildfire risk mitigation. Together, these pathways would require a total federal investment of $126.6 billion over 20 years, supporting approximately 199,000 jobs annually and generating $226.8 billion in value added to local economies. The document advocates for the Bipartisan Infrastructure Deal and the Build Back Better Act to maintain robust funding for these initiatives to catalyze a just, low-carbon economy.","ai_generated":true,"unit":"wri-000113#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The United States needs to increase its land carbon sink's annual sequestration by 13% over 2019 levels to remove at least 913 Mt CO2e annually by 2030, which is necessary to meet the national target of reducing net emissions by 50-52% from 2005 levels by 2030.","ai_generated":true,"unit":"wri-000113#insight-1","date_modified":"2026-10-23"},{"text":"A total federal investment of $126.6 billion over 20 years in three tree-based pathways would support approximately 3.9 million job-years (199,000 jobs annually) and generate $226.8 billion in value added to local economies, including $164.4 billion in employee compensation and $12.2 billion in taxes.","ai_generated":true,"unit":"wri-000113#insight-2","date_modified":"2026-10-23"},{"text":"Reforestation and restocking on non-federal lands (185.4 million eligible acres) could remove 156 MtCO2e per year by 2030 and up to 312 MtCO2e per year by 2040, supporting 68,100 annual jobs. Federal lands (18 million eligible acres) could sequester an additional 17 MtCO2e per year by 2030 and up to 35 MtCO2e per year by 2040, supporting 11,700 annual jobs.","ai_generated":true,"unit":"wri-000113#insight-3","date_modified":"2026-10-23"},{"text":"Agroforestry, incorporating trees into approximately 110.9 million acres of eligible U.S. cropland and pastureland, could sequester 156 MMT CO2e per year. An annual federal investment of $1.8 billion in this pathway could support 49,500 jobs annually.","ai_generated":true,"unit":"wri-000113#insight-4","date_modified":"2026-10-23"},{"text":"Wildfire risk mitigation through fuel load treatments on over 86.7 million eligible acres could reduce carbon emissions in the western United States by 18–25% via prescribed burning alone. A yearly federal investment of $1.5 billion could support 69,600 jobs, including forestry professionals and biomass processing roles.","ai_generated":true,"unit":"wri-000113#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon sequestration","reforestation","agroforestry","climate finance","green job"],"geography_discussed":["Missouri","Ohio","Michigan","Pennsylvania","Wisconsin","South Dakota","Texas","California","New Mexico","Wyoming","Oregon","Idaho","Washington, D.C."],"frame_perspective":[],"analysis_type":["economic impact analysis","policy briefing"]},{"id":"climcent-000290","url":"https://climateinsightsdirectory.org/document/climcent-000290","title":"FIRE WEATHER","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"briefing","language":"en","date_published":"2021-08-25","source_url":"https://assets.ctfassets.net/cxgxgstp8r5d/4FPon4YHSWtIeFmIv1tJtw/d3f61fa19c0886cc17f2d0ba59d496e4/Climate_Central_Fire_Weather_Analysis_2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate Central's analysis of weather station data from 225 locations across 17 U.S. states reveals a significant increase in fire weather days since the 1970s, driven primarily by warming and decreasing relative humidity. The report highlights that interior regions have seen higher increases than coastal areas, with some parts of New Mexico experiencing two additional months of fire weather compared to nearly 50 years ago. Beyond increasing wildfire risk, these conditions have led utilities like PG&E to implement public safety power shutoffs (PSPSs) to prevent equipment-related ignitions, resulting in significant economic impacts and health risks. The document argues that while land management and localized grids can mitigate risk, long-term stabilization requires reducing carbon pollution to net zero by 2050.","ai_generated":true,"unit":"climcent-000290#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Analysis of data from 1973 to 2020 shows strong increases in both the total number and the percentage of annual fire weather days across the Western U.S., with some climate divisions in California, Oregon, Texas, and Washington experiencing these conditions more than twice as often as in the early 1970s.","ai_generated":true,"unit":"climcent-000290#insight-1","date_modified":"2026-10-23"},{"text":"New Mexico has seen some of the most significant increases in fire weather, with certain areas now experiencing two more months of such weather annually than they did nearly half a century ago.","ai_generated":true,"unit":"climcent-000290#insight-2","date_modified":"2026-10-23"},{"text":"The increase in fire weather days is more pronounced in interior regions than in coastal regions, as the higher humidity levels typical of coasts make it more difficult to reach the low relative humidity thresholds required for fire weather.","ai_generated":true,"unit":"climcent-000290#insight-3","date_modified":"2026-10-23"},{"text":"A small number of states in the northern plains, including North Dakota, South Dakota, Kansas, and Nebraska, saw a decline in fire weather frequency, which the report attributes to temporary cooling in springs and summers potentially influenced by natural variation and agricultural irrigation.","ai_generated":true,"unit":"climcent-000290#insight-4","date_modified":"2026-10-23"},{"text":"Warming nights have reduced overnight relative humidity, which has negatively impacted the ability of firefighters to gain control over wildfires.","ai_generated":true,"unit":"climcent-000290#insight-5","date_modified":"2026-10-23"},{"text":"To avoid equipment-related ignitions during fire weather, California utilities have implemented public safety power shutoffs (PSPSs); in 2019, these shutoffs left 12 million people in Northern California without power and had an estimated economic impact of $10 billion.","ai_generated":true,"unit":"climcent-000290#insight-6","date_modified":"2026-10-23"},{"text":"Beyond weather, other factors fueling modern wildfires include the buildup of fuels due to the loss of indigenous land management, the spread of invasive grasses, urbanization of forested areas, and beetle-caused tree mortality linked to rising temperatures.","ai_generated":true,"unit":"climcent-000290#insight-7","date_modified":"2026-10-23"}],"climate_tags":["wildfire","temperature","climate change","urbanization","renewable energy","carbon dioxide emissions","Net-zero emissions","fossil fuel"],"geography_discussed":["New Mexico","Texas","California","Oregon","Washington","North Dakota","South Dakota","Kansas","Nebraska","Northern California"],"frame_perspective":[],"analysis_type":["historical trend analysis","meteorological analysis"]},{"id":"rmi-000067","url":"https://climateinsightsdirectory.org/document/rmi-000067","title":"Taking a Regional Approach to Electric Vehicle Readiness","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2020-10-16","source_url":"https://rmi.org/resources/taking-a-regional-approach-to-electric-vehicle-readiness/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes EV infrastructure readiness around 60 US cities, finding that while some cities like San Jose exhibit high regional preparedness, significant gaps in DC fast-charger coverage persist across several states, contributing to consumer range anxiety. It emphasizes that regional collaboration between cities, utilities, and state agencies is essential for scaling infrastructure beyond urban centers to support intercity travel.","ai_generated":true,"unit":"rmi-000067#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Range anxiety and insufficient charging infrastructure are primary obstacles to EV adoption for individuals and fleets. Data indicates that regions with the highest EV uptake typically have public charging infrastructure availability two to six times higher than the national average.","ai_generated":true,"unit":"rmi-000067#insight-1","date_modified":"2026-10-23"},{"text":"An analysis of 60 US cities—representing over 57 percent of the US population—shows that California leads in regional readiness, with San Jose scoring 45 out of 48 possible points. Other cities with above-average surrounding infrastructure include Denver, Hartford, Baltimore, Portland, and Salt Lake City.","ai_generated":true,"unit":"rmi-000067#insight-2","date_modified":"2026-10-23"},{"text":"Significant gaps in DC fast-charger coverage exist outside of urban environments, particularly in North Dakota, South Dakota, Wyoming, and Montana, where available fast-chargers are often limited exclusively to Tesla drivers.","ai_generated":true,"unit":"rmi-000067#insight-3","date_modified":"2026-10-23"},{"text":"Successful regional readiness is driven by collaboration across different levels of government and utility providers. Examples include San Jose's use of the state-run CALeVIP fund-matching program, Austin Energy's Texas River Cities Plug-in Electric Vehicle Infrastructure Plan, and Nashville's participation in the Drive Electric Tennessee (DET) program.","ai_generated":true,"unit":"rmi-000067#insight-4","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","electric vehicle charging network","electromobility"],"geography_discussed":["California","San Jose","Denver","Hartford","Baltimore","Portland","Salt Lake City","North Dakota","South Dakota","Wyoming","Montana","Austin","Nashville"],"frame_perspective":[],"analysis_type":["infrastructure assessment","case study"]},{"id":"ucs-000365","url":"https://climateinsightsdirectory.org/document/ucs-000365","title":"Clean Fuels for the Midwest","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"fact sheet","language":"en","date_published":"2019-12","source_url":"https://www.ucs.org/sites/default/files/2019-11/CleanFuelsforMidwestFactSheet.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for a transition to cleaner transportation fuels in the US Midwest, highlighting the region's leadership in biofuels and wind energy. It proposes clean fuels standards as a mechanism to reduce the carbon intensity of transportation, promote higher ethanol blends, and accelerate the adoption of electric vehicles (EVs).","ai_generated":true,"unit":"ucs-000365#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The US Midwest is a primary producer of biofuels and wind energy, yet over 90 percent of its transportation energy needs are still met by petroleum-based fuels imported from other regions and countries.","ai_generated":true,"unit":"ucs-000365#insight-1","date_modified":"2026-10-23"},{"text":"Six Midwestern states—Iowa, Nebraska, Illinois, Minnesota, Indiana, and South Dakota—produce 70 percent of the domestic ethanol supply. Life cycle emissions for ethanol from a typical production facility are approximately 20 percent lower than those of gasoline.","ai_generated":true,"unit":"ucs-000365#insight-2","date_modified":"2026-10-23"},{"text":"Agricultural practices significantly impact biofuel emissions; for corn ethanol, fertilizer use and application account for about 25 percent of total life cycle emissions. Sustainable practices like cover cropping and improved nutrient management can reduce nitrous oxide and nitrate pollution.","ai_generated":true,"unit":"ucs-000365#insight-3","date_modified":"2026-10-23"},{"text":"Electric vehicles (EVs) in the Midwest currently have emissions roughly half those of typical gasoline vehicles. While the region's grid is carbon-intensive due to coal, the share of coal-fired power in the largest Midwestern grid region dropped from 74 percent in 2005 to 52 percent in 2016, while wind energy rose from 2 percent to 21 percent.","ai_generated":true,"unit":"ucs-000365#insight-4","date_modified":"2026-10-23"},{"text":"Replacing diesel transit buses with electric models can reduce life cycle carbon dioxide emissions by 50 percent and lower tailpipe pollution in densely populated areas.","ai_generated":true,"unit":"ucs-000365#insight-5","date_modified":"2026-10-23"},{"text":"Clean fuels standards are proposed as a technology-neutral, performance-based policy that uses life cycle carbon intensity to encourage fuel producers to reduce emissions. Such standards could support the transition to higher ethanol blends (beyond E10), which is necessary because ethanol demand may otherwise fall as gasoline demand declines.","ai_generated":true,"unit":"ucs-000365#insight-6","date_modified":"2026-10-23"}],"climate_tags":["biofuel","biodiesel","renewable natural gas","electric vehicle","wind power","emission intensity","sustainable agriculture","air pollution"],"geography_discussed":["Iowa","Nebraska","Illinois","Minnesota","Indiana","South Dakota","United States"],"frame_perspective":[],"analysis_type":["policy analysis","technical assessment"]},{"id":"wri-001801","url":"https://climateinsightsdirectory.org/document/wri-001801","title":"RENEWABLE ENERGY OPTIONS FOR LARGE UTILITY CUSTOMERS","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"report","language":"en","date_published":"2019-06","source_url":"https://files.wri.org/d8/s3fs-public/2021-04/renewebale-energy-options-large-customers.pdf?VersionId=22px91p1fPqMdBRFLBZy_Bk0b6o470dC","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report explores how large utility customers, including cities and corporations, can achieve high renewable energy goals through various procurement models. It details options such as green tariffs, sleeved PPAs, and community solar, while addressing the critical role of Renewable Energy Certificates (RECs) in accounting and disclosure. The document emphasizes the need for collaboration between utilities, customers, and regulators to ensure that the transition to carbon-free energy is cost-effective, avoids cross-subsidization of non-participants, and maintains grid reliability.","ai_generated":true,"unit":"wri-001801#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Large energy buyers, particularly cities and corporations, are driving a rapid increase in voluntary renewable energy procurement. As of February 2019, 105 cities had committed to 100 percent renewable energy, an increase from 57 cities prior to 2019.","ai_generated":true,"unit":"wri-001801#insight-1","date_modified":"2026-10-23"},{"text":"Utility green tariffs are a growing mechanism for large customers to source up to 100 percent of their electricity from renewable projects. These can be structured as sleeved PPAs, subscriber programs, or market-based rate programs, with nearly 20 percent of all corporate renewable energy deals in 2018 executed through green tariffs.","ai_generated":true,"unit":"wri-001801#insight-2","date_modified":"2026-10-23"},{"text":"Renewable Energy Certificates (RECs) are the primary accounting mechanism used to trace renewable energy sales and substantiate environmental claims. However, confusion exists regarding REC attribution in community solar, where subscribers often do not receive the RECs, limiting their ability to claim renewable energy usage.","ai_generated":true,"unit":"wri-001801#insight-3","date_modified":"2026-10-23"},{"text":"Xcel Energy is implementing a 'Certified Renewable Percentage' approach to allow customers to claim credit for the renewable energy already present in the overall grid mix, which helps align individual customer goals with systemwide decarbonization.","ai_generated":true,"unit":"wri-001801#insight-4","date_modified":"2026-10-23"},{"text":"While onshore wind and solar PV are among the least expensive new large-scale generation options in the U.S., achieving 100 percent renewable grids may face diminishing returns in cost-effectiveness between 60 percent and 80 percent penetration, potentially requiring overbuilding capacity by three to eight times.","ai_generated":true,"unit":"wri-001801#insight-5","date_modified":"2026-10-23"},{"text":"Large customers can mitigate grid impacts of variable renewable energy by incorporating storage, flexing demand to match generation profiles, and utilizing managed charging for electric vehicle fleets.","ai_generated":true,"unit":"wri-001801#insight-6","date_modified":"2026-10-23"},{"text":"Walmart utilizes three primary channels for renewable energy: contracting for off-site resources (including Virtual PPAs), contracting for on-site resources, and utility partnerships, such as the Commercial & Industrial Renewable Energy Development Initiative with Georgia Power.","ai_generated":true,"unit":"wri-001801#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","power purchase agreement","Community solar farm","wide area synchronous grid","renewable electricity","decarbonization","energy storage","demand response","electric vehicle","utility regulation"],"geography_discussed":["Colorado","Michigan","Minnesota","New Mexico","North Dakota","South Dakota","Texas","Wisconsin","Philadelphia","Bellevue","Minneapolis"],"frame_perspective":[],"analysis_type":["policy analysis","case study","regulatory assessment"]},{"id":"wwf-000392","url":"https://climateinsightsdirectory.org/document/wwf-000392","title":"SUSTAINABLE RANCHING INITIATIVE 2019 IMPACT REPORT","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2019","source_url":"https://www.worldwildlife.org/documents/363/394q8qbpri_SRI_Impact_Report_2019.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2019 Impact Report for the Sustainable Ranching Initiative (SRI) details WWF's efforts to conserve grasslands in the Northern Great Plains (NGP). Key activities include expanding grassland bird surveys to 93 ranches, launching a sustainable beef pilot in Montana to improve supply chain traceability, and initiating a transition planning pilot in Nebraska to prevent the conversion of ranches to cropland. The report also highlights community resilience work, including $360,000 in support since 2014, and the 'Conservation Roadshow' which reached over 500 people in Montana to target conservation funding.","ai_generated":true,"unit":"wwf-000392#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since 2015, WWF's grassland bird surveys have covered over 90 ranches maintaining more than 790,000 acres of grassland, providing habitat for over 145 bird species.","ai_generated":true,"unit":"wwf-000392#insight-1","date_modified":"2026-10-23"},{"text":"The Northern Great Plains (NGP) has lost an average of 1.5 million acres of grassland to annual row crop conversion every year since 2009.","ai_generated":true,"unit":"wwf-000392#insight-2","date_modified":"2026-10-23"},{"text":"In 2019, WWF launched a sustainable beef pilot in Montana with partners including Costco Wholesale, Hy-Plains Feedyard, JBS USA, and Montana Stockgrowers Association to trace production and quantify impacts across six indicators, such as water resources and greenhouse gases.","ai_generated":true,"unit":"wwf-000392#insight-3","date_modified":"2026-10-23"},{"text":"A transition planning pilot was launched in Nebraska in January 2019 to address the risk of ranches being subdivided or converted to cropland as producers age; 13 ranch families enrolled by the reporting period.","ai_generated":true,"unit":"wwf-000392#insight-4","date_modified":"2026-10-23"},{"text":"WWF's community resilience efforts since 2014 have provided $360,000 in targeted support, impacting or influencing over 1.5 million acres through capacity-building grants and education programs.","ai_generated":true,"unit":"wwf-000392#insight-5","date_modified":"2026-10-23"},{"text":"The Conservation Roadshow reached more than 500 people across Montana by visiting 29 Conservation Districts and NRCS Service Centers to share data on plow-up and grassland restoration.","ai_generated":true,"unit":"wwf-000392#insight-6","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas","community resilience","biodiversity"],"geography_discussed":["Montana","Nebraska","South Dakota","North Dakota","Wyoming"],"frame_perspective":[],"analysis_type":["impact report"]},{"id":"wwf-000347","url":"https://climateinsightsdirectory.org/document/wwf-000347","title":"CONSERVING THE NORTHERN GREAT PLAINS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2018-11","source_url":"https://www.worldwildlife.org/documents/1163/2q0koztqlz_WWF___2018_NGP_Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2018 Northern Great Plains Donor Report details WWF's efforts to conserve grassland ecosystems through several key pillars. These include a Ranch Transition Pilot Project to address the risk of 56 million acres of farmland changing hands, and the development of a soil suitability model extending into Canada to predict crop conversion. Bison restoration efforts aim to establish five conservation herds of at least 1,000 bison each by 2025, with significant progress made at Fort Peck Reservation. For endangered species, WWF is testing Fipronil and vaccine baits to combat sylvatic plague in black-footed ferrets and prairie dogs. Additionally, the report highlights the Tribal Working Group on Sustainable Financing's work on tourism assessments and conservation planning for the Lower Brule Sioux Tribe, alongside collaborations with the US Roundtable for Sustainable Beef to implement sustainability metrics in the beef supply chain.","ai_generated":true,"unit":"wwf-000347#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"WWF is launching a Ranch Transition Pilot Project in January 2019 with up to 20 ranchers to address the risk that 70% of US farmland will change hands in the next two decades, which threatens over 56 million acres in the Northern Great Plains.","ai_generated":true,"unit":"wwf-000347#insight-1","date_modified":"2026-10-23"},{"text":"WWF aims to establish five conservation bison herds of at least 1,000 animals each in the Northern Great Plains by 2025; as of fall 2018, there are 2,548 bison across four herds managed by tribal, public, and private partners.","ai_generated":true,"unit":"wwf-000347#insight-2","date_modified":"2026-10-23"},{"text":"To recover the black-footed ferret, 500,000 acres of prairie dog habitat are required to support 3,000 ferrets in 30 locations. WWF is testing Fipronil and sylvatic plague vaccine baits to reduce flea populations and mitigate the lethal effects of plague on ferrets and prairie dogs.","ai_generated":true,"unit":"wwf-000347#insight-3","date_modified":"2026-10-23"},{"text":"WWF developed a soil suitability model using topographic, soil, and climate variables to predict future crop conversion and identify low-quality soils prime for restoration; this data layer now extends into Canada to cover the entire ecoregion.","ai_generated":true,"unit":"wwf-000347#insight-4","date_modified":"2026-10-23"},{"text":"Surveys of 61 ranches in Nebraska, South Dakota, and Montana found they support over 9,800 birds of 116 species, including 3-6% of nesting populations for five species that have seen global declines of 65-90% since the 1960s.","ai_generated":true,"unit":"wwf-000347#insight-5","date_modified":"2026-10-23"},{"text":"The Tribal Working Group on Sustainable Financing completed a tourism assessment identifying gaps in infrastructure and marketing, and finished a pilot conservation and financial plan for the Lower Brule Sioux Tribe to set five-year goals for wildlife and land management.","ai_generated":true,"unit":"wwf-000347#insight-6","date_modified":"2026-10-23"},{"text":"WWF is collaborating with the US Roundtable for Sustainable Beef (USRSB) to implement a sustainability framework; a pilot project involving the Montana Stockgrowers Association, JBS USA, and Costco is scheduled to launch in spring 2019 to test sustainability metrics.","ai_generated":true,"unit":"wwf-000347#insight-7","date_modified":"2026-10-23"}],"climate_tags":["biodiversity","sustainable finance","sustainable tourism","carbon capture and storage"],"geography_discussed":["United States","Canada","Montana","South Dakota","Nebraska","Wyoming","Fort Peck Reservation","Fort Belknap Indian Reservation","Lower Brule Sioux Tribe","Pine Ridge Indian Reservation"],"frame_perspective":[],"analysis_type":["progress report","conservation strategy"]},{"id":"earjust-002475","url":"https://climateinsightsdirectory.org/document/earjust-002475","title":"PETITION TO THE UNITED STATES ENVIRONMENTAL PROTECTION AGENCY TO AMEND ITS “AGGREGATE COMPLIANCE” APPROACH TO THE DEFINITION OF “RENEWABLE BIOMASS” UNDER THE RENEWABLE FUEL STANDARD IN ORDER TO PREVENT THE CONVERSION OF NATIVE GRASSLAND","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"statement","language":"en","date_published":"2018-10-30","source_url":"https://earthjustice.org/wp-content/uploads/aggregatecompliancepetition.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The petition argues that the EPA's aggregate compliance scheme allows the conversion of millions of acres of native grasslands into corn and soy cropland, violating the Energy Independence and Security Act (EISA) of 2007. This conversion is linked to significant greenhouse gas emissions, water pollution, and habitat loss. The petitioners request that the EPA require individualized proof of compliance for each biomass source and adjust renewable volume obligations to match the supply of EISA-compliant land.","ai_generated":true,"unit":"earjust-002475#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since the passage of EISA, actively managed cropland in the U.S. increased by approximately 4 to 7.8 million acres, with corn and soy production for biofuels driving much of this conversion.","ai_generated":true,"unit":"earjust-002475#insight-1","date_modified":"2026-10-23"},{"text":"The conversion of native grasslands to corn ethanol production creates a \"carbon debt,\" meaning it would take at least 93 years for the cumulative emissions of the ethanol to be lower than those of the petroleum it replaces.","ai_generated":true,"unit":"earjust-002475#insight-2","date_modified":"2026-10-23"},{"text":"Increased land conversion for biofuels leads to higher nitrogen fertilizer use, contributing to water pollution and the expansion of the Gulf of Mexico \"dead zone,\" which reached a record 22,720 km2 in the summer of 2017.","ai_generated":true,"unit":"earjust-002475#insight-3","date_modified":"2026-10-23"},{"text":"The expansion of cropland into marginal and sensitive areas has resulted in the drainage of over 136,000 acres of wetlands in the Western Corn Belt, with 42% of these losses concentrated in PPR wetlands.","ai_generated":true,"unit":"earjust-002475#insight-4","date_modified":"2026-10-23"},{"text":"Land conversion harms the agricultural economy by reducing biological services, such as natural pest control; the loss of biocontrol for soybean aphids due to corn ethanol expansion costs farmers an estimated $60 million annually.","ai_generated":true,"unit":"earjust-002475#insight-5","date_modified":"2026-10-23"},{"text":"The petitioners request that the EPA require biofuel producers to provide documentation (such as sales records or management plans) to prove each source of biomass was grown on EISA-compliant land to qualify for a Renewable Identification Number (RIN).","ai_generated":true,"unit":"earjust-002475#insight-6","date_modified":"2026-10-23"}],"climate_tags":["land-use change","greenhouse gas emissions","nitrous oxide","biodiversity loss","water scarcity"],"geography_discussed":["Gulf of Mexico","North Dakota","South Dakota","Nebraska","Minnesota","Iowa","Mississippi-Atchafalaya River Basin","Toledo","Lake Erie"],"frame_perspective":[],"analysis_type":["policy analysis","environmental impact assessment","legal petition"]},{"id":"wwf-000627","url":"https://climateinsightsdirectory.org/document/wwf-000627","title":"SRI: 2018 IMPACT REPORT","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://www.worldwildlife.org/documents/747/5xcvbefndl_WWF_2018_SRI_Impact_Booklet_lowres_final_09282018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Sustainable Ranching Initiative (SRI) works to conserve the Northern Great Plains by supporting sustainable land management practices among cattle ranchers. Since 2014, the SRI has provided over $180,000 in support to ranching communities, impacting over one million acres and reaching over 1,200 participants through educational events. The initiative also focuses on market-driven sustainability through the US Roundtable for Sustainable Beef (USRSB), aiming to create transparent supply chains and reward sustainable production. Conservation efforts are supported by bird surveys on over 60 ranches, protecting more than 600,000 acres of grassland that maintain water quality and biodiversity.","ai_generated":true,"unit":"wwf-000627#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Northern Great Plains region is experiencing significant habitat loss due to conversion to annual row crops, with more than 500,000 acres converted in 2017 alone. The document states that this region is \"losing more intact habitat each year in relation to its size than the rainforests in the Brazilian Amazon.\"","ai_generated":true,"unit":"wwf-000627#insight-1","date_modified":"2026-10-23"},{"text":"WWF's community resilience efforts since 2014 have provided more than $180,000 in targeted support to ranching communities, impacting over one million acres and reaching more than 1,200 participants via educational event sponsorships.","ai_generated":true,"unit":"wwf-000627#insight-2","date_modified":"2026-10-23"},{"text":"Bird surveys conducted on over 60 ranches since 2015 have identified more than 600,000 acres of grassland that support grassland birds and protect waterways by limiting the runoff of phosphorus, nitrogen, and sediment.","ai_generated":true,"unit":"wwf-000627#insight-3","date_modified":"2026-10-23"},{"text":"WWF is a founding member of the US Roundtable for Sustainable Beef (USRSB), which aims to improve the environmental, social, and economic sustainability of beef. The USRSB members represent 80% of beef processed, 30% of the cattle herd, and 28% of U.S. consumers.","ai_generated":true,"unit":"wwf-000627#insight-4","date_modified":"2026-10-23"}],"climate_tags":["biodiversity","community resilience","Global supply chain governance"],"geography_discussed":["Montana","South Dakota","Nebraska","Brazilian Amazon"],"frame_perspective":[],"analysis_type":["impact report"]},{"id":"wwf-000648","url":"https://climateinsightsdirectory.org/document/wwf-000648","title":"The Plowprint Report: 2018","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://www.worldwildlife.org/documents/1144/69bqrko0x_PlowprintReport_2018_FINAL_082318LowRes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2018 Plowprint Report by WWF International documents the conversion of grasslands to cropland in the Great Plains and Northern Great Plains (NGP). While overall conversion decreased in 2017, South Dakota experienced an increase in grassland loss. The report highlights the ecological and financial risks of plowing marginal soils, which leads to soil erosion and expensive water treatment for downstream communities. It urges the US government to use the 2018 Farm Bill to strengthen conservation programs like the Sodsaver policy, CRP, and EQIP to protect remaining intact grasslands.","ai_generated":true,"unit":"wwf-000648#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2017, the Great Plains saw a decrease in grassland conversion to cropland, with over 800,000 fewer acres converted than in 2016, although 1.7 million acres were still lost.","ai_generated":true,"unit":"wwf-000648#insight-1","date_modified":"2026-10-23"},{"text":"While most of the Northern Great Plains (NGP) saw a decrease in conversion, South Dakota's grasslands were converted at an accelerating rate, increasing by approximately 58,000 acres compared to 2016.","ai_generated":true,"unit":"wwf-000648#insight-2","date_modified":"2026-10-23"},{"text":"Since 2009, WWF estimates that 57.4 million acres in the Great Plains and 12.2 million acres in the NGP have been converted to cropland.","ai_generated":true,"unit":"wwf-000648#insight-3","date_modified":"2026-10-23"},{"text":"A significant portion of plowed land consists of low and marginal quality soils: 17% (over 63 million acres) in the Great Plains and nearly 30% (15 million acres) in the NGP.","ai_generated":true,"unit":"wwf-000648#insight-4","date_modified":"2026-10-23"},{"text":"The conversion of grasslands to cropland increases sediment and nutrient loading in water, forcing downstream cities to spend significant funds on filtration; for example, Wichita, Kansas, spent $350-400 million on an aquifer storage and recovery system.","ai_generated":true,"unit":"wwf-000648#insight-5","date_modified":"2026-10-23"},{"text":"The 2018 Farm Bill is identified as a critical legislative opportunity to protect grasslands by expanding the Sodsaver policy, maintaining Conservation Stewardship Program (CSP) enrollment of 8-10 million acres annually, and increasing Conservation Reserve Program (CRP) Grasslands allocations.","ai_generated":true,"unit":"wwf-000648#insight-6","date_modified":"2026-10-23"}],"climate_tags":["soil erosion","carbon sequestration","water quality"],"geography_discussed":["United States","Canada","South Dakota","Montana","Saskatchewan","Wichita","Kansas City","Des Moines"],"frame_perspective":[],"analysis_type":["cumulative loss tracking","policy analysis","environmental impact assessment"]},{"id":"foe-000001","url":"https://climateinsightsdirectory.org/document/foe-000001","title":"Statement on TransCanada Oil Spill on Keystone Pipeline","publisher":{"name":"Friends of the Earth","organization":"friends-of-the-earth"},"document_type":"statement","language":"en","date_published":"2017-11-27","source_url":"https://foe.org/uncategorized/statement-transcanada-oil-spill-keystone-pipeline/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Friends of the Earth condemned TransCanada following a leak of approximately 210,000 gallons of oil from the Keystone pipeline in northeastern South Dakota, citing the company's poor safety record and calling for fossil fuels to remain in the ground to avoid climate catastrophe.","ai_generated":true,"unit":"foe-000001#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"TransCanada reported an oil leak from the Keystone pipeline in northeastern South Dakota involving an estimated 210,000 gallons of oil.","ai_generated":true,"unit":"foe-000001#insight-1","date_modified":"2026-10-23"},{"text":"Friends of the Earth asserts that the spill is a result of TransCanada's poor safety record and argues that the only safe solution to prevent climate catastrophe is to keep fossil fuels in the ground.","ai_generated":true,"unit":"foe-000001#insight-2","date_modified":"2026-10-23"}],"climate_tags":["oil spill","fossil fuel"],"geography_discussed":["Washington, D.C."],"frame_perspective":[],"analysis_type":["policy statement"]}]}