AndreaBozzo/ceres-open-data-index huggingface dataset:
Dataset for evaluating the impacts of brick-kiln emissions on fine particles

Dataset for evaluating the impacts of brick-kiln emissions on fine particles. 

This dataset is associated with the following publication:
Sarwar, G., F. Sidi, B. Henderson, C. Hogrefe, B. Murphy, R. Mathur, D. Kang, G. Pouliot, K. Talgo, S. Ahmed, A. Sharma, and C. Venkataraman. Evaluating the impacts of brick-kiln emissions on fine particles.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 363: 121597, (2025).

Tags: brick-kiln, cmaq, emissions, fine-particles, soa
Organization: U.S. Environmental Protection Agency
EcoToxChip provides insights into pathway perturbation upon chlorantraniliprole exposure to larval fathead minnow

Supplemental materials for "EcoToxChip provides insights into pathway perturbation upon chlorantraniliprole exposure to larval fathead minnow". 

This dataset is associated with the following publication:
Brickley, M., J. Collins, J. Cavallin, D. Villeneuve, and C. LaLone. EcoToxChip provides insights into pathway perturbation upon chlorantraniliprole exposure to larval fathead minnow.   AQUATIC TOXICOLOGY. Elsevier Science Ltd, New York, NY, USA, 286: 107429, (2025).

Tags: diamide-insecticide, ecotoxchip, new-approach-methodologies, ryanodine-receptors, seqapass
Organization: U.S. Environmental Protection Agency
Immunotoxicity of four per- and polyfluoroalkyl substances following 28-day oral repeat dosing in rats assessed by the anti-sheep red blood cell IgM response

N/A. 

This dataset is associated with the following publication:
Hughes, M., M. Devito, G. Patlewicz, R. Thomas, L. Adams, J. Ambroso, X. Yang, B. Upadhyay, S. Burleson, and E. Kenyon. Immunotoxicity of Four Per- and Polyfluoroalkyl Substances Following 28-Day Oral Repeat Dosing in Rats Assessed by the Anti-Sheep Red Blood Cell IgM Response.   Toxics. MDPI, Basel,  SWITZERLAND, 13(6): 490, (2025).

Tags: igm, immunotoxicity, oral, pfas, repeat-dose, t-cell-dependent-antibody-response
Organization: U.S. Environmental Protection Agency
Bridging in vitro and in vivo inhalation toxicity: Volatile organic compounds elicit similar transcriptomic points of departure in human airway cells and mouse respiratory tract

The revised paper dataset includes data shown in the main paper and supplemental file and are derived from Excel files associated with this Science Hub entry. The Word file "Science Hub Record summary Revised.docx" lists all main paper and supplemental tables and figures, and which specific Excel files are associated with each one. Further details on navigating individual Excel files are found within each Excel file. 

This dataset is associated with the following publication:
Jackson, T., J. Murray, C. Schacht, P. Evansky, M. Monsees, J. Harrill, I. Gilmour, A. Johnstone, W. Williams, R. Grindstaff, M. Schladweiler, S. Vance, and S. Gavett. Bridging in vitro and in vivo inhalation toxicity: Volatile organic compounds elicit similar transcriptomic points of departure in human airway cells and mouse respiratory tract.   ENVIRONMENTAL POLLUTION. Elsevier Science Ltd, New York, NY, USA, 387: 127342, (2025).

Tags: acrolein, air-pollution, chemical-risk, dichloromethane, in-vivo, new-approach-methods-alternatives-to-animal-testing, trichloroethylene, vocs
Organization: U.S. Environmental Protection Agency
The Environmental Protection Agency (EPA) Dynamically Downscaled Ensemble (EDDE) Version 2: A 3D Physics-Based Dataset for Projections of Future Extreme Weather Events

The EPA Dynamically Downscaled Ensemble (EDDE) Version 2 is a collection of physics-based projections of future conditions, as well as historical simulations, dynamically downscaled from global climate models within the Sixth Coupled Model Intercomparison Project (CMIP6) using the Weather Research and Forecasting (WRF) model. EDDEv2 contains simulations over historical (1985-2014) and future (2025-2099) periods under multiple Shared Socioeconomic Pathways (SSPs) downscaled on a 12-km contiguous U.S. domain.  
EDDE datasets are produced by EPA/ORD staff and by contract staff who worked under the technical guidance of EPA/ORD staff. Data are in Network Common Data Form (netCDF) and are subset from WRF's output and then written to adhere to principles of Climate and Forecasting System (CF) Compliance, as outlined at https://cfconventions.org. 

This dataset is associated with the following publication:
Mallard, M., T. Spero, J. Bowden, J. Willison, K. Brehme, and L. Reynolds. The Environmental Protection Agency (EPA) Dynamically Downscaled Ensemble (EDDE) version 2: A 3D physics-based dataset for projections of future extreme weather events.   Data in Brief. Elsevier B.V., Amsterdam,  NETHERLANDS, 63: 112070, (2025).

Tags: downscaling, ensemble, extreme-events, modeling
Organization: U.S. Environmental Protection Agency
WetlandNNI: Quantification of hydrologic interception of nitrogen and phosphorus (National Nutrient Inventory) by conterminous U.S. wetlands (1987-2017)

Wetlands provide numerous critical functions, including nutrient cycling and water quality improvement, that have made them a critical component of many state and local stewardship programs. Quantifying landscape nutrients entering wetlands comprises crucial components of state-led efforts to improve nutrient reduction strategies, both for water quality within wetlands themselves and for other water sources, such as lakes and streams, that wetlands provide a buffer for nutrient inputs. However, these data are rarely assembled at comprehensive scales that are relevant to management, such as local wetland basins, stream catchments, watersheds. This subproduct provides downscaled data from EPA's National Nutrient Inventory (NNI; https://www.epa.gov/water-research/national-nutrient-inventory-portfolio) for approximately 84 million individual wetland basins over a 30-yr period accumulated for individual wetland basins, local stream catchments and full accumulative watersheds across the conterminous US. We generated annual landscape nitrogen and phosphorus inputs from several anthropogenic sources across nearly 12 million wetland basins at 5-yr increments from 1987-2017 (1987, 1992, 1997, 2002, 2007, 2012, 2017), resulting in a novel and robust resource to explore effects of nutrient inputs on wetlands and the effect of wetland interception of landscape nutrients on other water resources. The new metrics cover all major anthropogenic sources of urban and agricultural nutrient inputs, including nitrogen and phosphorus metrics from livestock manure excretion, crop removal, and fertilizer. The accessibility of these data will greatly advance the way state partners generate nutrient budgets for impaired waters and conduct conservation and restoration planning to meet statutory requirements under the Clean Water Act.

Tags: national-hydrography-dataset-plus-version-2-1, national-nutrient-inventory, nitrogen, phosphorus, streamcat, wetlands
Organization: U.S. Environmental Protection Agency
Traffic Signal Change and Clearance Interval Pooled Fund Study Arizona Video Data

The dataset consists of short video clips (approximately 20 seconds each) capturing traffic intersections in Arizona as part of the ITS JPO's Traffic Signal Change and Clearance Interval Pooled Fund Study. Each clip focuses on the yellow-light phase of traffic signals, providing visual data of vehicle and pedestrian responses during this transitional period.

Similar datasets exist for <a href="https://data.transportation.gov/rbry-seer">Utah</a> and <a href="https://data.transportation.gov/p4af-txqh">Florida</a>. <a href="https://data.transportation.gov/Automobiles/Traffic-Signal-Change-and-Clearance-Interval-Poole/4gs7-6hs3">Intersection summary and crash data</a>, <a href="https://data.transportation.gov/Automobiles/Traffic-Signal-Change-and-Clearance-Interval-Poole/e9cn-jdnu/about_data">Basic Safety Messages</a>, and <a href="https://data.transportation.gov/Automobiles/Traffic-Signal-Change-and-Clearance-Interval-Poole/j7k2-8r24/about_data">Signal Phase and Timing</a> message data are also available for this project.

Tags: arizona, category-traffic-management, connected-vehicle, intelligent-transportation-systems-its, intersection-data, its-joint-program-office-jpo, project-traffic-signal-change-and-clearance-interval-pooled-fund-study, subcategory-infrastructure-based-traffic-surveillance, video
Organization: Department of Transportation
Traffic Signal Change and Clearance Interval Pooled Fund Study Florida Video Data

The dataset consists of short video clips (approximately 20 seconds each) capturing traffic intersections in Seminole County, Florida as part of the ITS JPO's Traffic Signal Change and Clearance Interval Pooled Fund Study. Each clip focuses on the yellow-light phase of traffic signals, providing visual data of vehicle and pedestrian responses during this transitional period.

Similar datasets exist for <a href="https://data.transportation.gov/rbry-seer">Utah</a> and <a href="https://data.transportation.gov/rgdp-twdm">Arizona</a>. <a href="https://data.transportation.gov/Automobiles/Traffic-Signal-Change-and-Clearance-Interval-Poole/4gs7-6hs3">Intersection summary and crash data</a>, <a href="https://data.transportation.gov/Automobiles/Traffic-Signal-Change-and-Clearance-Interval-Poole/e9cn-jdnu/about_data">Basic Safety Messages</a>, and <a href="https://data.transportation.gov/Automobiles/Traffic-Signal-Change-and-Clearance-Interval-Poole/j7k2-8r24/about_data">Signal Phase and Timing</a> message data are also available for this project.

Tags: category-traffic-management, connected-vehicles, florida, intelligent-transportation-systems-its, intersection-data, its-joint-program-office-jpo, project-traffic-signal-change-and-clearance-interval-pooled-fund-study, seminole-county, subcategory-infrastructure-based-traffic-surveillance, video
Organization: Department of Transportation
Hawaii Play Fairway Analysis Results

This dataset presents a geothermal resource probability grid for the state of Hawaii, produced as part of a Play Fairway Analysis conducted between. The analysis integrated geological, geophysical, and hydrological data to estimate the likelihood of resource presence based on subsurface heat, permeability, and fluid. The grid (provided here in multiple file formats) reflects spatial variations in resource potential across the islands and is provided in multiple geospatial file formats. The attached publication from Lautze et al. further discusses the PFA methodology and results.

Tags: analysis, characterization, geospatial-data, geothermal, grid, hawaii, pfa, play-fairway, probability, resource, resource-assessment, resource-characterization, resource-potential, results
Organization: Department of Energy
TEAMER: Acoustic Characterization of ORPC Device Sound Signatures - Public Report and Data

This submission contains a public Post Access Report documenting drifting acoustic measurements near ORPC river turbines, an archive of associated report figures in MATLAB .fig format with embedded data, and a MATLAB script for extracting data from those figures. Drifting acoustic measurements were obtained around ORPC turbines in Millinocket, ME (August 2023) and Igiugig, AK (June 2024). The data was collected to understand how much underwater noise ORPC river turbines produce and how that noise changes with turbine operation. Data was gathered by releasing small, floating sensor systems that moved with the river current. These measurements were made using the shallow version of the Drifting Acoustic Instrumentation SYstem (DAISY), which recorded underwater sound while drifting past the turbines. At the same time, turbine performance data, such as rotation speed and power output, were recorded and time-synchronized with the acoustic data. This approach allowed researchers to compare turbine operating conditions directly with measured sound levels, helping them identify how and why turbine activity affects the surrounding underwater sound environment.

The only difference between this and the full version is that turbine power output values are normalized relative to the maximum observed output, rather than given in absolute units. Each .fig file corresponds to a figure in the report, with data embedded in the axes objects. Users should refer to the report for figure annotations and descriptive context. A MATLAB script, "Extract_data_from_fig.m", is provided as an example for accessing the embedded data.

Tags: acoustic, acoustic-measurements, alaska, daisy, drifting, drifting-sensors, hydrokinetic, igiugig, maine, marine, matlab, mhk, millinocket, noise, normalized-power-output, orpc, passive-acoustics, post-access-report, processed-data, river, river-current, river-turbine, sound, teamer, technical-report, turbine, turbine-sound-signatures, underwater-noise
Organization: Department of Energy
Utah FORGE: Shut-In Wellhead Pressure Monitoring Data for Wells 58-32, 16A(78)-32, and 16B(78)-32

This dataset contains shut-in wellhead pressure monitoring data collected at the Utah FORGE site for wells 58-32, 16A(78)-32, and 16B(78)-32. The data are provided in an Excel spreadsheet and include time-stamped pressure measurements recorded during shut-in periods. Pressure values are reported in pounds per square inch (psi), with date and time information accompanying each measurement. The dataset spans multiple  monitoring intervals in 2024 and includes both graphical representations of wellhead pressure over time and tabulated pressure measurements. Some records contain placeholder values (e.g. -999.3) indicating missing or invalid data.

Tags: 16a78-32, 16b78-32, 58-32, egs, egs-wells, energy, excel, geothermal, geothermal-wells, pressure-monitoring, psi, raw-data, time-series-data, utah-forge, well-shut-in, well-shut-in-pressure, wellhead-pressure, wellhead-psi
Organization: Department of Energy
Ocean Disposal Sites

These data show the location of available and discontinued ocean disposal sites within U.S. waters. Contemporary ocean disposal sites generally accept clean dredged material (sediment) collected during navigation channel improvement projects. These projects are sponsored and-or regulated by federal and state agencies. The terminology and practices used in ocean disposal have changed considerably over time. The values in the Primary Use field in this database show some of that variability.

Tags: coastal, continent, doc/noaa/nos/ocm, exclusive economic zone, marinecadastre, national ocean service, noaa, north america, ocean, office of coastal management, outer continental shelf, planning, renewable energy, territorial sea, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Gulf of Maine Benthic Habitat 2021

These data provide several geoform data products for the Gulf of Maine derived from NOAA's BlueTopo bathymetric grid products. The spatial domain of these data extends from the landward limit of BlueTopo tiles seaward to the 24-nautical-mile Contiguous Zone boundary. These data support coordinated ocean planning among three state partnership agencies, between state and federal organizations, and for the public at large.

The Gulf of Maine is an area rich in history, natural resources, and ocean uses. Effective planning for new infrastructure and changes in ocean use requires accurate data and collaboration among multiple stakeholders and resource management organizations. To address long-expressed regional needs, NOAA's Office for Coastal Management collaborated with the states of Maine, New Hampshire, and Massachusetts to develop a regional geomorphology dataset. This dataset serves as a framework for collaborative planning and assessment. Coastal and Marine Ecological Classification Standard (CMECS) geoforms for the area were generated using NOAA's BlueTopo bathymetric products. Semiautomated methods were employed to ensure consistent mapping of features across the region. Following the semiautomated process, additional interpretation, guided by regional marine geology and mapping experts, was conducted to add and refine features of interest not detected automatically. Efforts to expand and update this product are planned.

The layers available within the data download include: confidence_update, geoform, geoform_interpreted, and isobath.

Partners: Maine Coastal Program, Massachusetts Office of Coastal Zone Management, New Hampshire Coastal Program, and NOAA Office of Coast Survey

Tags: benthic, biosphere, coastal, doc/noaa/nos/ocm, earth science, ecosystems, geoform, maine, marine ecosystems, marinecadastre, massachusetts, national ocean service, new hampshire, noaa, office of coastal management, seafloor, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
IWFM-IDC Users Group Meetings

Presentations given in the previous IWFM-IDC Users Group Meetings. Bay-Delta Office of DWR develops, maintains and provides technical support on the Integrated Water Flow Model (IWFM) and IWFM Demand Calculator (IDC). As part of the technical support, a users group meeting is organized once a year, where the developers and users share news and their experiences related to IWFM and IDC.

Tags: c2vsim, california-department-of-water-resources, idc, iwfm, modeling, sgma
Organization: State of California
Eastern Lake Erie Benthic Habitat 2020

These data represent benthic habitats in a coastal area of eastern Lake Erie. The area extends approximately 200 kilometers between Conneaut, Ohio, and Buffalo, New York, and covers approximately 289 square kilometers. Benthic biota and substrates were classified using the Coastal and Marine Ecological Classification Standard (CMECS).

The classification process involved object-based image segmentation of lidar bathymetry, cross-referencing geospatial data with the CMECS hierarchy, and expert interpretation. Biotic and substrate components were classified to the CMECS group or community level, with additional detail provided by co-occurring elements and modifiers. Mapping confidence was higher in areas with Digital Elevation Models (DEMs), as geomorphometric details from digital elevation models could often be directly linked to substrate types through professional geologic judgment. In areas lacking DEM coverage, object-based segmentation was not possible, leading to lower confidence and requiring manual interpretation of substrate and biotic data from available source and ancillary data. In some instances, with support from geologic judgment and imagery, CMECS Substrate Component classifications at DEM boundaries were linearly extrapolated across gaps in DEM coverage.

The layers available within the data download include area, biotic, confidence, and substrate.

Partners: Coastal States Organization

Tags: benthic, biosphere, biotic, coastal, doc/noaa/nos/ocm, earth science, ecosystems, great lakes, marine ecosystems, marinecadastre, national ocean service, new york, noaa, office of coastal management, ohio, pennsylvania, seafloor, substrate, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Humboldt Bay Benthic Habitat 2009

These data were developed to support ecosystem-based management in the Humboldt Bay region. The focus of the mapping effort was on shallow water benthic habitats with particular concern for eelgrass meadows. The study area covers Arcata (North) Bay, Entrance Bay, South Bay, and the Eel River Delta in Humboldt County, California.

Humboldt Bay is the largest estuary north of San Francisco Bay and represents a significant resource for the north coast region. Beginning in 2007, NOAA's Office for Coastal Management, in partnership with the California Sea Grant Program and other local organizations, initiated an ecosystem-based management project for the bay. A key component of this project was the establishment of subtidal habitat goals to guide long-term management and provide a framework for conservation efforts across the land-sea interface. The collection of imagery and subsequent delineation of benthic habitat were essential steps for developing and implementing ecosystem-based management in Humboldt Bay's subtidal zone. Collectively, these efforts establish an important and replicable data and information framework crucial for ecosystem-based coastal and marine conservation planning and implementation.

The layers available within the data download include biotic, field_point_sample, geoform, and substrate.

Partners: California Sea Grant, Humboldt State University, California State University, California Department of Fish and Game, California Coastal Conservancy, California Sea Grant, The Nature Conservancy, United States Fish and Wildlife Service, and United States Geological Survey

Tags: benthic, biosphere, biotic, california, coastal, doc/noaa/nos/ocm, earth science, ecosystems, geoform, marine ecosystems, marinecadastre, national ocean service, noaa, office of coastal management, seafloor, substrate, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2025 SCDVA Lidar: Charleston County, SC

BERKELEY, CHARLESTON, ORANGEBURG LIDAR DATA COLLECTION Lidar Data Acquisition and Processing Production Task - Charleston County

Contract Number: 6004
RFQ Number: 6004-25C
Woolpert Order No: 10020258
CONTRACTOR: Woolpert

Lidar data is a remotely sensed high-resolution elevation data collected by an airborne platform. The lidar sensor uses a combination of laser range finding, GPS positioning, and inertial measurement technologies. The lidar systems collect data point clouds that are used to produce highly detailed Digital Elevation Models (DEMs) of the earth's terrain, man-made structures, and vegetation. This task order requires lidar data to be acquired over Charleston County (+/- 1,197 square miles). This lidar data set is comprised of lidar point cloud data, raster DEMs, raster DSMs, raster intensity imagery, and GPS flight line trajectory data. The task required the lidar data to be collected at a nominal pulse spacing (NPS) of 1.15 feet. The lidar dataset was produced using a horizontal datum/projection of NAD83, State Plane South Carolina, International Feet and a vertical datum of NAVD88 (Geoid 18), International Feet. Tidal areas in Charleston's data acquisition were collected within +/- 2 hours of low tide. Additional deliverables include control data and tile index in Esri shapefile format, lidar processing and survey reports in PDF format, and project-level FGDC CSDGM metadata in XML format.

This data was provided to the NOAA Office for Coastal Management (OCM) by the Charleston County Public Works Department, for the purpose of making the data publicly available for custom and bulk downloads from the NOAA Digital Coast Data Access Viewer.

Tags: airplane, coastal elevation, coastal processes, continent, doc/noaa/nos/ocm, earth science, land surface, lidar, light detection and ranging, national ocean service, noaa, north america, oceans, office of coastal management, south carolina, terrain elevation, topography, u.s. department of commerce, united states of america, vertical location
Organization: National Oceanic and Atmospheric Administration, Department of Commerce