AndreaBozzo/ceres-open-data-index huggingface dataset:
Data for the Evaluation of a Sustainable Technology to Immobilize PFAS Compounds in Soils

An innovative and sustainable immobilization remediation strategy concept for managing per- and polyfluoroalkyl (PFAS)-impacted soils was investigated at bench-scale. This approach involved the use of protein-based materials that are often considered waste products to serve as chemical (stabilization) sorbents, followed by cement binder (solidification), to explore their potential as a solidification/stabilization (immobilization) remediation process. The results of this immobilization study indicated that GAC, as a chemical stabilization agent, effectively reduced the leachability of PFAS compounds from an impacted soil. Minimal additional reduction in leachability was observed upon cement addition (solidification). While the blood meal sorbent was less effective than GAC as a stabilization agent, it did decrease leachability for the majority of the detected PFAS compounds in the soil. However, some of the PFAS compounds exhibited increased leachability post-treatment. Addition of cement as a solidification agent generally decreased the leachability for most of the detected PFAS compounds. Overall, this study suggests that protein-based sorbents, specifically blood meal, with solidification by cement addition may be a novel and sustainable remediation approach for certain PFAS-impacted soils, warranting further investigation into optimization strategies and potential field-scale applications. 

This dataset is associated with the following publication:
McKernan, J.L., E. Barth, K. Dasu, D. Cutt, S. Hartzell, J. Lilly, K.R. Sims, D. Siriwardena, and E.M. Kaltenberg. Investigation of a novel protein-based immobilization process for PFAS contaminated soils.   Total Environment Engineering. Elsevier B.V., Amsterdam,  NETHERLANDS, 4: 100031, (2025).

Tags: contaminated-sediment, contaminated-soil, pfas, solidification, stabilization
Organization: U.S. Environmental Protection Agency
Heat, Humidity, and Adverse Birth Outcomes: Quantification of Projected Risks in the Contiguous United States

This is the data for Heat, Humidity, and Adverse Birth Outcomes: Quantification of Projected Risks in the Contiguous United States

Research increasingly demonstrates relationships between higher apparent temperatures, inclusive of heat and humidity, and greater rates of preterm birth (PTB), term low birth weight (tLBW), and stillbirth cases. Through leveraging available epidemiological studies, we estimated the change in burden of these outcomes across the contiguous United States (CONUS) and throughout the 21st century during warm season months (i.e., May through September or October). We projected an additional 4,500 PTBs, 3,800 tLBWs, and 420 stillbirths at 1°C of CONUS warming attributable to changes in apparent temperature relative to baseline climatic conditions (1985-2006). These cases increased to 22,000 PTBs, 18,000 tLBWs, and 2,000 stillbirths with 4°C of warming relative to the baseline. We projected the most significant changes in per capita rates to occur in Gulf Coast states, where baseline risks currently are among the highest in the CONUS. Across the three outcomes, we projected an increase in short-term healthcare costs following birth of approximately US$690 million annually at 1°C of warming, increasing to US$3.3 billion annually at 4°C (2023 dollars). When considering the economic burden of the infant deaths resulting from PTB and tLBW cases, we projected additional costs on the order of US$3.9 billion annually at 1°C, and US$35.8 billion annually at 4°C. Due to data availability, our valuation could not account for potential longer-term health and productivity implications or pain and suffering that families may experience following the adverse birth outcomes analyzed. This dataset is not publicly accessible because: Data will be updated upon acceptance by a journal. It can be accessed through the following means: Data will be provided at a later date. Format: Data will be updated upon acceptance by a journal

Tags: apparent-temperature, fetal-health, maternal-health
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Public outdoor recreational area (per capita) within walking distance for the conterminous United States

This EnviroAtlas dataset measures accessibility (i.e., proximity or nearness) of public outdoor recreational areas within an 800 meter walk (approximately 1/2 mile or 10-minute walk) along walkable routes and availability as the area of outdoor recreational space provided per person who can access it. 

This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze many datasets related to ecosystem services. The dataset is available as downloadable data or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets) or journal article (https://doi.org/10.1016/j.landurbplan.2025.105445).

This dataset is associated with the following publication: Killea, A., Baynes, J., Ebert, D., & Neale, A. (2025). Measuring access to and availability of outdoor recreational opportunities: One pixel at a time. Landscape and Urban Planning, 263, 105445. 

This dataset is associated with the following publication:
Killea, A., J. Baynes, D. Ebert, and A. Neale. Measuring access to and availability of outdoor recreational opportunities: One pixel at a time.   LANDSCAPE AND URBAN PLANNING. Elsevier Science Ltd, New York, NY, USA, 263: 105445, (2025).

Tags: greenspace, modeling, public-health, public-outdoor-recreation-areas
Organization: U.S. Environmental Protection Agency
Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: Data Assimilating

Regional Ocean Modeling System (ROMS) 3-day, 3-hourly data assimilating hindcast for the region surrounding the main Hawaiian Islands at approximately 4-km resolution. Boundary conditions provided by the global, 1/12-degree (~9-km) HYbrid Coordinate Ocean Model (HYCOM). Atmospheric forcing generated by the Weather Research and Forecasting (WRF) model for the region surrounding the main Hawaiian Islands (wrf_hi) at approximately 6-km resolution. Tide forcing uses the Oregon State University (OSU) Tidal Prediction Software (OTPS) TOPEX/Poseidon global inverse solution (TPXO) to derive barotropic tidal elevation and velocity. Data are assimilated over the previous 3 days using all available observations to improve the model estimate of current ocean state (its nowcast). Assimilated observations may include satellite-based sea surface temperatures from MODIS, AVHRR, or OSTIA; satellite-based sea surface height from AVISO; surface currents from PacIOOS high-frequency radios (HFR); and in-situ water temperature and salinity profiles from ARGO floats and ocean glider autonomous underwater vehicles (AUV). While considerable effort has been made to implement all model components in a thorough, correct, and accurate manner, numerous sources of error are possible. As such, please use these data with the caution appropriate for any ocean related activity.

Tags: central pacific ocean, continent, depth, earth science, earth science services, eastward_sea_water_velocity, forecast_period, forecast_reference_time, hawaii, hawaiian islands, latitude, longitude, models, models/analyses, north america, northward_sea_water_velocity, not applicable, ocean, ocean circulation, ocean currents, ocean general circulation models (ogcm)/regional ocean models, ocean temperature, oceans, operational models, pacific islands ocean observing system, pacific ocean, pacioos, potential temperature, salinity, salinity/density, sea surface height, sea surface topography, sea_binary_mask, sea_surface_height, sea_water_potential_temperature, sea_water_salinity, time, united states of america, weather research/forecast models
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Mosquito Spray Zones

<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;'>Feature layer containing authoritative mosquito spray zone polygons for Sioux Falls, South Dakota.</span>

Tags: lincoln, minnehaha, mosquito, mosquito-spray-zones, safety, sd, sioux-falls, south-dakota, vector-control
Organization: City of Sioux Falls
Modeled Carbonate System (1998-2018) - CB5 3

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CeNCOOS in situ water monitoring data at Trinidad Head, California - fractional_saturation_of_oxygen_in_sea_water-optical

The Trinidad shore station is maintained by Humboldt State University. The station has been operational since 2012 and consists of subsurface sensors mounted rigidly to a pier. The sensors provide near-real-time observations of ocean water salinity, temperature, dissolved oxygen, chlorophyll fluorescence, turbidity and pH. Water depth at this location ranges from approximately 5 ft to 15 ft. These nearshore sensors are part of the Central and Norther California Ocean Observing System (CeNCOOS). They measure various water quality parameters at fixed points along the California coast.

Tags: cencoos, chlorophyll, conductivity, depth, earth science, fractional_saturation_of_oxygen_in_sea_water, latitude, longitude, ocean chemistry, ocean optics, ocean pressure, ocean temperature, oceans, salinity, salinity/density, time, turbidity, water pressure, water quality, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ng1090-20240818T0000

Slocum Glider data collected by Naval Oceanographic Office for public release purposes.

Tags: aggregate_quality_flag, autonomous underwater vehicles, auvs, conductivity, density, depth, depth status_flag, earth science, eastward_sea_water_velocity, eastward_sea_water_velocity status_flag, flat_line_test_quality_flag, glider, gross_range_test_quality_flag, in situ ocean-based platforms, latitude, latitude status_flag, location_quality_flag, longitude, longitude status_flag, navoceano, northward_sea_water_velocity, northward_sea_water_velocity status_flag, ocean pressure, ocean temperature, oceans, rate_of_change_test_quality_flag, salinity, salinity/density, sea_water_density, sea_water_density status_flag, sea_water_electrical_conductivity, sea_water_electrical_conductivity status_flag, sea_water_practical_salinity, sea_water_pressure, sea_water_pressure status_flag, sea_water_salinity status_flag, sea_water_temperature, sea_water_temperature status_flag, seaglider, slocum, spike_test_quality_flag, spray, time, time status_flag, trajectory, underwater glider, water, water pressure, water temperature, wmo
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Modeled Carbonate System (1998-2018) - CB3 3C

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
WaveWatch III (WW3) Global Wave Model

Through a collaborative effort with NOAA/NCEP and NWS Honolulu, the University of Hawaii has implemented a global-scale WaveWatch III (WW3) 7-day model with a 5-day hourly forecast at approximately 50-km or 0.5-deg resolution. The global model is forced with NOAA/NCEP's Global Forecast System (GFS) winds. This model is designed to capture the large-scale ocean waves and provide spectral boundary conditions for the Hawaii and other Pacific regional WW3 models. While considerable effort has been made to implement all model components in a thorough, correct, and accurate manner, numerous sources of error are possible. As such, please use these data with the caution appropriate for any ocean related activity.

Tags: depth, earth science, earth science services, forecast_period, forecast_reference_time, geographic region, global ocean, latitude, longitude, models, models/analyses, not applicable, ocean general circulation models (ogcm)/regional ocean models, ocean waves, oceans, operational models, pacific islands ocean observing system, pacioos, sea_surface_swell_wave_from_direction, sea_surface_swell_wave_period, sea_surface_swell_wave_significant_height, sea_surface_wave_from_direction, sea_surface_wave_period_at_variance_spectral_density_maximum, sea_surface_wave_significant_height, sea_surface_wind_wave_from_direction, sea_surface_wind_wave_period, sea_surface_wind_wave_significant_height, significant wave height, time, wave period, wave speed/direction, weather research/forecast models
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Modeled Carbonate System (1998-2018) - CB7 1S

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CeNCOOS in situ water quality monitoring at Bodega Marine Laboratory seawater intake. - sea_water_pressure

The Bodega Head shore station is a seawater intake site operated by the Bodega Marine Laboratory. The seawater intake is located at Horseshoe Cove on the ocean side of Bodega Head and has been active since 2003 and consists of various sensors that provide water temperature, conductivity and salinity. These nearshore sensors are part of the Central and Norther California Ocean Observing System (CeNCOOS). They measure various water quality parameters at fixed points along the California coast.

Tags: carbon dioxide, cencoos, chlorophyll, conductivity, depth, earth science, latitude, longitude, ocean chemistry, ocean optics, ocean pressure, ocean temperature, oceans, ph, salinity, salinity/density, sea_water_pressure, time, turbidity, water pressure, water quality, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Modeled Carbonate System (1998-2018) - CB3 2

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
(delete this block layer) 2024 Availability by Block (Unserved and Underserved Locations)

Link to block layer: <a href='https://ctmaps.maps.arcgis.com/home/item.html?id=4f7fa91ef7c3422aad852558c79bf655' rel='nofollow ugc'>Connecticut Broadband Availability Data by Block 2024</a>

Organization: State of Connecticut
Modeled Carbonate System (1998-2018) - CB5 4

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Modeled Carbonate System (1998-2018) - CB5 5

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Wave Carpet Controls Design Optimization

To assess CalWave's submerged Wave Carpet Technology for system performance advancement,
CalWave seeks to test advanced controls methodologies on a simplified wave carpet model, which
potentially can be used in further research to leverage the design to a full wave carpet assessment using
the discrete element method. Thus, the foremost flexible structure of the Wave Carpet design is split into
articulated multiple discrete, solid pieces and moreover, a single piece connected to a 1DOF (Heave) only
PTO is being subject to performance advancing control assessment.

This report details the results of simulation studies carried out on two simplified models of the wave
carpet using discrete element method. First, we consider the case of a single plate absorber and extend
this example to a two-plate absorber configuration. Performance benchmarking results are presented for a
deep-water DOE reference site.

Tags: aep, annual-energy, average-power, biem, boundary-element, boundary-integral-equation-method, ca, calwave, code, control, controls, deep-water-reference-site, design, discrete-element-method, energy, excitation-force, geomxact, heave, humboldt-bay, hydrokinetic, linear-damping, marine, mesh, mhk, model-predictive-control, mpc, optimal-linear-damping, optimization, plate-absorber, power, power-take-off, pto, radiation-damping, rated-power, submersed, wamit, wave, wave-carpet, wec
Organization: Department of Energy
Utah FORGE: Shut-in Wellhead Pressure Data for Wells 16A(78)-32 and 16B(78)-32

This dataset contains wellhead pressure measurements for Utah FORGE wells 16A(78)-32 and 16B(78)-32 during two distinct shut-in periods. The first spans from September 2024 to April 2025, covering the interval between the conclusion of a 28-day circulation test and the start of a workover operation. The second spans from June to August 2025, following the completion of workover operations and ending when well operations recommenced.

Pressure values are reported in pounds per square inch (PSI) with timestamps provided in date and time format. Anomalous readings of -999.25 occur periodically in the first file, and are attributed to freezing ambient conditions; these values should be disregarded in analyses.

Tags: 16a, 16a78-32, 16b, 16b78-32, circulation-test, egs, energy, geothermal, pressure-monitoring, psi, raw-data, reservoir-testing, shut-in, time-series-data, utah-forge, well-head-pressure, well-operations, well-pressure, workover-operations
Organization: Department of Energy
Utah FORGE 3-2417: DAS Microseismic Event Catalog from April 2024 Stimulation

This data archive includes the relocated microseismic event catalog and 3D velocity model from DAS acquisition conducted during the 16A stimulations that took place between April 3rd and April 7th, 2024. The catalog consists of multiple CSV files, each named after the associated stimulation stage. The files are accompanied by README and header description files further detailing this collection. Data used to derive the catalog were from the FOGMORE 16B DAS dataset (Silixa Carina), the 78B DAS dataset (Silixa iDAS v2), and Delano DAS dataset (Silixa iDAS) recorded in April 2024. Fiber optic cable design and installation information are available at the linked report below. This dataset was acquired by the FOGMORE R&D project (Fiber Optic MOnitoring for Reservoir Evolution), Utah FORGE R&D Project 3-2417.

Tags: 16a, catalog, das, delano, distributed-acoustic-sensing, egs, energy, enhanced-geothermal, event-catalog, fogmore, geothermal, idas, microseismic, microseismic-event, processed-data, silixa, stimulation, utah-forge, velocity-model
Organization: Department of Energy