AndreaBozzo/ceres-open-data-index huggingface dataset:
Super-Resolution for Renewable Energy Resource Data with Climate Change Impacts (Sup3rCC)

The Super-Resolution for Renewable Energy Resource Data with Climate Change Impacts (Sup3rCC) data is a collection of 4km hourly wind, solar, temperature, humidity, and pressure fields for the contiguous United States under various climate change scenarios.

Sup3rCC is downscaled Global Climate Model (GCM) data. The downscaling process was performed using a generative machine learning approach called sup3r: Super-Resolution for Renewable Energy Resource Data (linked below as "Sup3r GitHub Repo"). The data includes both historical and future weather years, although the historical years represent the historical climate, not the actual historical weather that we experienced. You cannot use Sup3rCC data to study historical weather events, although other sup3r datasets may be intended for this.

The Sup3rCC data is intended to help researchers study the impact of climate change on energy systems with high levels of wind and solar capacity. Please note that all climate change data is only a representation of the possible future climate and contains significant uncertainty. Analysis of multiple climate change scenarios and multiple climate models can help quantify this uncertainty.

Latest release: second-generation v0.2.2 Sup3rCC data with six GCMs across two climate scenarios (5x SSP2-4.5 and 1x SSP5-8.5). This version includes new generative models that have a larger effective receptive field for improved spatiotemporal weather dynamics over large-areas and improved diurnal shapes. This version also includes seasonal double-bias correction with Quantile Delta Mapping (QDM) at the 100km and 4km resolutions over a longer historical period (20-40 years) for greatly reduced historical climate bias. This release includes "sup3rcc_models_202412" that can be used with sup3r software v0.2.2 and phygnn v0.0.30 to reproduce this data release, and "sup3rcc_models_202507" that can be used with sup3r v0.2.3 and phygnn v0.0.31 with some additional non-ML performance improvements.

Tags: climate, climate-change, contiguous-united-states, dni, energy, energy-planning, energy-systems, gan, generative-adversarial-learning, generative-adversarial-network, generative-machine-learning, ghi, high-resolution, irradiance, machine-learning, power, power-systems, renewable-energy, resource-data, solar, sup3rcc, temperature, weather, wind, windspeed
Organization: Department of Energy
Weekly Zoning Cases Report

This application shows a weekly summary of cases filed before the District of Columbia Zoning Commission and Board of Zoning Adjustment. It provides a wealth of information including Date, Case #, Case Name, the type of Relief Sought, Case Type and Status. It also provides users the ability to query Zoning Cases by Date Filed and Relief Sought.<div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Data is pulled from DCOZ Interactive Zoning Information System at </span><a href='https://dcoz.dc.gov/service/interactive-zoning-information-system' rel='nofollow ugc' style='font-family:inherit; font-size:16px; color:rgb(0, 121, 193); text-decoration-line:none;'>https://dcoz.dc.gov/service/interactive-zoning-information-system</a><br /></div>

Tags: bza, case-report, dcoz, development, weekly, zc, zoning, zoning-commission-and-board-of-zoning-adjustment
Organization: District of Columbia
Great Streets Corridors

<DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>In 2006, Great Streets began as a three-prong, commercial revitalization initiative to transform emerging corridors throughout the District of Columbia into thriving and inviting neighborhood centers. Led by the Office of the Deputy Mayor for Planning and Economic Development (DMPED) in conjunction with the Office of Planning (OP) and the District Department of Transportation (DDOT), Great Streets has grown into a multi-year, multi-agency program that utilizes public actions and resources to leverage private investment in retail, office space, housing, and cultural facilities across the District. </SPAN></P><P><SPAN>The Government of the District of Columbia through the Office of the Deputy Mayor for Planning and Economic Development (DMPED) administers the Great Streets Retail Small Business Reimbursement Grants, which are competitive grants of up to $50,000 for qualified small business owners who wish to improve their place of business. The purpose of the grant program is to support existing small businesses, attract new businesses, increase the District's tax base, create new job opportunities for District residents, and transform emerging commercial corridors into thriving and inviting neighborhood centers.</SPAN></P><P><SPAN>The Office of the Chief Technology Officer used </SPAN><A href="https://code.dccouncil.gov:443/us/dc/council/code/sections/2-1217.73.html" STYLE="text-decoration:underline;"><SPAN>DC Council Code § 2–1217.73. Retail Priority Areas</SPAN></A><SPAN> to geographically display the areas. Visit </SPAN><A href="https://greatstreets.dc.gov:443/" STYLE="text-decoration:underline;"><SPAN>https://greatstreets.dc.gov</SPAN></A><SPAN> for more information.</SPAN></P></DIV></DIV></DIV>

Tags: business, district-of-columbia, dmped, economic-development, great-streets, washington-dc
Organization: District of Columbia
Interagency Data Team Presentation July 10, 2025

<div style="text-align:Left;"><p><span>Presentation slides from the Interagency Data Team meeting. The Interagency Data Team is a community of data analysts, or agency liaisons, who convene regularly with representation from DC agencies of all persuasions. Participants engage in discussions regarding the team’s core mission and priorities for a better kind of data culture – collection, application, sharing, classification and governance to name a few. The team is coordinated by the Office of the Chief Technology Officer (OCTO), lead by the Chief Data Officer (CDO), and directly supports the District of Columbia's Data Policy. Topics for this meeting:</span></p><ul><li>Legacy MAR Retirement</li><li>Databricks Progress</li><li>DCPS Set Point Policy</li><li>My Out of School Time Portal</li><li>Historic Basemap Imagery from 1927</li></ul><p><br>&nbsp;</p></div>

Tags: idt, idtpresentation
Organization: District of Columbia
TEAMER: Sandia Lake Calibration Videos of Wave Powered Oceanographic Glider Navigation System

These are video recordings and photographs captured during testing of the Wave Powered Oceanographic Glider (WPOG) navigation system at the Sandia National Laboratories lake facility. The tests were conducted as part of a TEAMER project led by Moye Consultants to evaluate depth control and underwater maneuvering of the WPOG, an autonomous underwater vehicle that utilizes wave energy for propulsion. The videos include three calibration sequences, each providing both bow and stern views of the glider in the test tank.

This work was funded by TEAMER RFTS 8 (request for technical support) program.

Tags: autonomous-underwater-vehicle, auv, calibration-videos, depth-control, energy, hydrokinetic, marine, mhk, power, rfts-8, teamer, underwater-maneuvering, wave-powered-oceanographic-glider, wpog
Organization: Department of Energy
Community Geothermal: Community Thermal Energy Network Report and Design Drawings - Carbondale, CO

This dataset provides an overview of the design, development, and technical specifications of for a community-scale geothermal heating and cooling system in Carbondale, Colorado. This thermal energy network (TEN) within the town's Three-Two Zero Energy District (32ZED) is part of the town's efforts to achieve carbon neutrality by 2050. Provided here is a case study report detailing project objectives, technical and environmental assessments, building energy modeling, retrofit designs, and community engagement efforts. The dataset also contains design drawings for TEN components, including an Ambient Temperature Loop, Geo-Borefield, High Temperature Loop, and Mechanical and Electrical Designs for retrofitting the Third Street Center in Carbondale. These drawings cover infrastructure like ATL pumps, heat exchangers, boilers, and HTL heat pumps, offering technical blueprints that complement the report?s findings.

Tags: 32zed, ambient-temperature-loop, atl, blueprints, borefield, carbondale, case-study, colorado, commgeo, community-engagement, design-drawings, designs, electrical, energy, geothermal, heat-pumps, high-temperature-loop, htl, mechanical, pumps, retrofit, specifications, technical-report, ten, thermal-energy-network
Organization: Department of Energy
Community Geothermal: Subsurface and Seismic Interpretations - Carbondale, CO

This report, developed as part of the Community Geothermal Heating and Cooling Design and Deployment initiative, presents subsurface and seismic interpretations for Carbondale and the surrounding Roaring Fork Valley. The analysis incorporates historical well data, seismic data, geological maps, and cross-sections. Both visualizations and written interpretations of these materials are provided in the report.  Authored by retired geophysicist Don Marlin for the Clean Energy Economy for the Region (CLEER) team, the report was prompted by the discovery of a sinkhole in Carbondale. The report is a component of the Carbondale Community Geothermal Coalition's efforts to establish a zero-energy district, which include the design and planned deployment of a thermal energy network for community buildings in Carbondale.

Tags: carbondale, cleer, commgeo, community-geothermal, energy, geologic-cross-sections, geologic-maps, geophysics, geothermal, interpretations, processed-data, roaring-fork-valley, seismic-data, seismic-interpretations, sinkhole, subsurface, thermal-energy-network, well-data, zero-energy
Organization: Department of Energy
Community Geothermal: Open House Poster Session Materials April 2024 - Carbondale, CO

This dataset contains a PDF from an open house event in Carbondale, Colorado, focused on Thermal Energy Networks (TENs) and their role in decarbonizing communities. The posters provide an overview of geothermal systems for heating and cooling, the Carbondale Community Geothermal Coalition's efforts to create a zero-energy district, building energy modeling by NREL to inform system design, and the phased deployment of a thermal energy network starting with key community buildings. The file also includes examples of similar projects and gathers feedback from participants.

Tags: building-modeling, carbondale, case-studies, cleer, colorado, commgeo, community, community-geothermal, energy, engagement, geothermal, nrel, open-house, poster, poster-session, ten, thermal-energy-network, thermal-energy-networks, urbanopt
Organization: Department of Energy
Demand-Side Grid (dsgrid) TEMPO Light-Duty Vehicle Charging Profiles v2022

Simulated hourly electric vehicle charging profiles for light-duty household passenger vehicles in the contiguous United States, 2018-2050. Profiles are differentiated by scenario, county, household and vehicle types, and charging type. Data was produced in 2022 using the Transportation Energy & Mobility Pathway Options (TEMPO) model and published in demand-side grid (dsgrid) toolkit format. 

Data are available for three adoption scenarios: "AEO Reference Case", which is aligned with the U.S. EIA Annual Energy Outlook 2018 (linked below), "EFS High Electrification", which is aligned with the High Electrification scenario of the Electrification Futures Study (linked below), and "All EV Sales by 2035", which assumes that average passenger light-duty EV sales reach 50% in 2030 and 100% in 2035.

The charging shapes are derived from two key assumptions of which data users should be aware: "ubiquitous charger access", meaning that drivers of vehicles are assumed to have access to a charger whenever a trip is not in progress, and "immediate charging", meaning that immediately after trip completion, vehicles are plugged in and charge until they are either fully recharged or taken on another trip.

These assumptions result in a bounding case in which vehicles' state of charge is maximized at all times. This bounding case would minimize range anxiety, but is unrealistic from the point of view of both electric vehicle service equipment (EVSE) (i.e., charger) access, and plug-in behavior as it can result in dozens of charging sessions per week for battery electric vehicles (BEVs) that in reality are often only plugged in a few times per week. 

Tags: bulk-power-systems, charging-load, computational-science, demand-model, demand-side-grid, dsgrid, electric-vehicle, electric-vehicle-charging, electrification, energy, energy-modeling, ev, long-term-load-forecasting, model, passenger-vehicles, power, projection, tempo, transportation, united-states
Organization: Department of Energy
Intracerebroventricular kynurenic acid modulation differentially regulates the immune and neuroendocrine stress response to acute ozone exposure

This dataset includes data for the manuscript in progress, Intracerebroventricular kynurenic acid modulation differentially regulates the immune and neuroendocrine stress response to acute ozone exposure. This study employed the use of kynurenic acid or the kynurenic acid synthesis inhibitor, PF-04859989 infused into the dorsal third ventricle of the brain in male WKY rats, prior to acute ozone exposure at 0.8 ppm, to evaluate the role of kynurenic acid in modulating the neuroendocrine stress response to ozone. Our results indicate that kynurenic acid may have a protective role in the brain, in attenuating the pulmonary and systemic effects of ozone exposure, perhaps through multiple mechanisms. 

This dataset is associated with the following publication:
Rentschler, K., M.C. Schladweiler, R. Grindstaff, W. Williams, P.R. Kodavanti, D. Freeborn, L. Klein, G. Jung, D. Herr, P. Evansky, J. McKee, S. Gavett, and U. Kodavanti. Differential Effects of Intracerebroventricular Kynurenic Acid Regulation on the Inflammatory and Neuroendocrine Response to Acute Ozone Exposure. Presented at Society of Toxicology, Orlando, FL, USA, 03/16/2025 - 03/20/2025.

Tags: air-pollution, dorsal-third-ventricle, hippocampus, hypothalamus, kynurenic-acid, neuroendocrine-stress-axes, ozone, pulmonary, stress
Organization: U.S. Environmental Protection Agency
PFAS in Primary and Secondary Leachate

the data include results of PFAS concentration in primary and secondary landfill leachate. Each figure in the manuscript has a specific sheet associated with it. 

This dataset is associated with the following publication:
Robey, N., Y. Liu, T. Tolaymat, J. Bowden, H. Solo-Gabriele, and T. Townsend. Per- and Polyfluoroalkyl Substances (PFAS) Profiles in Primary and Secondary Landfill Leachates: Indications of Transformation, Liner Interactions, and other PFAS Sources.   JOURNAL OF HAZARDOUS MATERIALS. Elsevier Science Ltd, New York, NY, USA, 494: 138705, (2025).

Tags: landfill, leachate, liner, pfas
Organization: U.S. Environmental Protection Agency
Systematic Evidence Map for the Per- and Polyfluoroalkyl Substances (PFAS) Universe

We used systematic evidence map methods to summarize the available epidemiological and animal bioassay evidence for an expanded set of ~15,000 PFAS that were identified as PFAS by EPA's Center for Computational Toxicology and Exposure (CCTE). This work is a continuation of our previous 2022 and 2024 SEMs that inventoried evidence on a separate set of ~500 PFAS (Carlson et al, 2022, https://doi.org/10.1289/EHP10343; Radke et al, 2022, https://doi.org/10.1289/EHP11185; Carlson et al., 2024; https://doi.org/10.1289/EHP14191) and a 2023 evidence map on an additional 345 PFAS (Shirke et al. 2024, https://doi.org/10.1289/EHP13423 ). The comprehensive PFAS dashboard includes evidence identified from our past SEMs and completed US EPA assessments. 

This dataset is associated with the following publication:
Shirke, A., E. Radke, R. Jones, B. Allen, C. Lin, A. Ross, N. Vetter, C. Lemeris, p. hartman, S. Eftim, A. Varghese, R. Blain, H. Hubbard, A. Williams, K. Thayer, and L. Carlson. Systematic Evidence Map for the Per- and Polyfluoroalkyl Substances (PFAS) Universe.   ENVIRONMENTAL HEALTH PERSPECTIVES. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA, 0(0): 1-45, (2025).

Tags: evidence-map, hazard-identification, pfas, risk-assessment
Organization: U.S. Environmental Protection Agency
NO2 observations from NOAA-20 OMPS Data

EPA, in collaboration with NASA, collected upward-viewing UV/visible solar radiance measurements at air quality stations in the New York City region. From these radiances, NO2 vertical column densities (molecules cm-2) are retrieved for comparison to retrieved NO2 column from a downward viewing, satellite-based UV/visible instrument, the NOAA Ozone Mapping and Profiler Suite (OMPS) . 

This dataset is associated with the following publication:
Huang, X., K. Yang, S. Kondragunta, Z. Weir, L. Valin, J. Szykman, and M. Goldberg. NO2 retrievals from NOAA-20 OMPS: Algorithm, evaluation, and observations of drastic changes during COVID-19.   ATMOSPHERIC ENVIRONMENT. Elsevier B.V., Amsterdam,  NETHERLANDS, 290: 119367, (2022).

Tags: covid-19, nitrogen-and-co-pollutants, ozone-mapping-and-profiler-suite, ozone-monitoring-instrument, pandora-spectrometer
Organization: U.S. Environmental Protection Agency
Water Column Sonar Data Collection

The collection and analysis of water column sonar data is a relatively new avenue of research into the marine environment. Primary uses include assessing biological abundance, species identification,and habitat characterization. It is also useful for evaluating underwater gas seeps, characterizing the seafloor and bathymetry. The goals of this collection are to archive water column sonar data collected on NOAA, academic and international fleets, and to make the data available to researchers and the public around the world.

Tags: "earth science, acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic habitat, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, doc/noaa/nmfs, earth science, fisheries, global, in situ/laboratory instruments, marine habitat, national centers for environmental information, national geophysical data center, national marine fisheries service, nesdis, noaa, ocean acoustics, oceans, pelagic habitat, profilers/sounders, sea floor, seafloor topography, u.s. department of commerce, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
San Francisco Plant Finder Data

This is the plant list used by the SF Plant Finder (https://sfplanninggis.org/plantsf/).  

The San Francisco Plant Finder is a resource for gardeners, designers, ecologists and anyone who is interested in greening neighborhoods, enhancing our urban ecology and surviving the drought. The Plant Finder recommends appropriate habitat-building plants for sidewalks, gardens and roofs that are adapted to San Francisco's unique environment and climate.

The plants in the database include California natives and Mediterranean climate exotics. A large subset of the California natives are actually local San Francisco natives. We strongly recommend local natives since they provide the best habitat for local pollinators and other wildlife with whom they have co-evolved. San Francisco natives are the most closely adapted to the climate and environment of the San Francisco peninsula of course, and so they are the best in terms of water and soil conservation, ecosystem health, and overall sustainability.

The geographic boundaries for plant communities used in SF Plant Finder are here: https://data.sfgov.org/d/27u4-a5b3

Tags: environment, green-connections, planning, plant, plantfinder, plants, sf-plant-finder
Organization: City of San Francisco
SFEC Campaign Consultant Report - City Appointments

<strong>A. SUMMARY</strong>
This dataset contains information about the City Appointments section of the Campaign Consultant Report.

For more information, visit the Ethics Commission’s webpage on <a href="https://sfethics.org/guidance/campaign-consultants">Campaign Consultants</a>.

<strong>B. HOW THE DATASET IS CREATED</strong>
Data for this dataset is created when campaign consultants electronically file the following reports with city appointment information: 

Form 3 – Quarterly Disclosure Report for Campaign Consultants
Form 6 – Campaign Consultant Termination Statement

This dataset contains reports filings starting from December 9, 2024, when electronic filing of campaign consultant reports will be required.

<strong>C. UPDATE PROCESS</strong>
The dataset is updated via the Socrata Publisher API as needed when form filings are submitted and signed by campaign consultants.

<strong>D. HOW TO USE THIS DATASET</strong>
The unique row identifier for a city appointment entry is “Entry Id”. This dataset should be joined with the SFEC Campaign Consultant Report dataset by “Envelope Id”.

<strong>E. RELATED DATASETS</strong>
For detail reporting on campaign consultant activities, visit <a href="https://data.sfgov.org/City-Management-and-Ethics/SFEC-Campaign-Consultant-Report/iv34-5p9x/about_data">SFEC Campaign Consultant Report</a>.

Organization: City of San Francisco
SFEC Form 124 - Contributions Made by Business Entities - Contracts and Grants

Under San Francisco Campaign & Governmental Conduct Code Section 1.124, any committee required to file campaign statements with the Ethics Commission must disclose certain additional information no later than the deadline for filing semi-annual or pre-election statements any contribution(s) that, in the aggregate, total $10,000 or more from a single business entity in a single election cycle. For the purposes of this disclosure, the committee must disclose one of the business entity’s principal officers, including but not limited to the Chair of the Board of Directors, President, Vice President, CEO, CFO, COO, Executive Director, Deputy Director, or equivalent positions. The committee must also disclose whether, within the 24 months prior to the date the entity’s contributions to the committee totaled $10,000 or more, the business entity received funds through a contract or grant from any City agency for a project within the jurisdiction of the City and County of San Francisco. If such contract or grant exists, the committee must disclose the name of the agency and the value of the contract or grant. For more information visit www.sfethics.org.

Each row in this dataset represents information about a contract/grant reported in the "Information about Contracts/Grants" sub-table of a Form 124 filed with the Ethics Commission. The parent filing and form data is available in a separate dataset: "SFEC Form 124 - Contributions Made by Business Entities - Filings" at https://data.sfgov.org/City-Management-and-Ethics/SFEC-Form-124-Contributions-Made-by-Business-Entit/tsy6-7xfs. Join this dataset with the sub-table using the DocuSignID.

Organization: City of San Francisco
SFEC Form 128 - Acceptance of Expense Ceiling - Filings

By filing SFEC Form 128, a candidate for Assessor, Public Defender, City Attorney, District Attorney, Treasurer, Sheriff, the Board of Education or the Community College Board agrees to accept the applicable voluntary expenditure limit.  Candidates who wish to accept the voluntary expenditure ceiling must file this statement no later than the deadline for filing nomination papers. A candidate may not accept the applicable expenditure ceiling if the applicable expenditure ceiling has already been lifted by the Ethics Commission. Any candidate who indicates acceptance of the voluntary expenditure ceiling and who then makes campaign expenditures that exceed the expenditure ceiling, at a time when the expenditure ceiling has not been lifted, is subject to penalties.  This dataset contains filings received starting March 2, 2020.

Organization: City of San Francisco