AndreaBozzo/ceres-open-data-index huggingface dataset:
ru02-20031104T1900 Delayed Mode Raw Time Series

Glider deployed as part of a larger program called Ecology and Oceanography of Harmful Algal Blooms in Florida (EcoHAB:Florida) to survey the physical oceanography, biological oceanography and circulation patterns for shelf scale modeling for predicting the occurrence and transport of Karenia brevis red tides. The glider was deployed to survey an area of the West Florida Shelf, in the Gulf of Mexico, and measure light attenuation, light absorption, colored dissolved organic matter (CDOM), temperature and salinity.  This dataset includes raw measurements of these properties. This dataset was produced from the high resolution data files retrieved from the glider after the glider was recovered.

Tags: atmosphere, biology, biosphere, concentration_of_colored_dissolved_organic_matter_in_sea_water_expressed_as_equivalent_mass_fraction, depth, earth science, eastward_sea_water_velocity, ecohab-florida, environment, latitude, longitude, northward_sea_water_velocity, ocean, sea_floor_depth_below_sea_surface, sea_water_electrical_conductivity, sea_water_pressure, sea_water_temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
West Africa Coastal Vulnerability Mapping: Social Vulnerability Indices

The West Africa Coastal Vulnerability Mapping: Social Vulnerability Indices data set includes three indices: Social Vulnerability, Population Exposure, and Poverty and Adaptive Capacity. The Social Vulnerability Index (SVI) was developed using six indicators: population density (2010), population growth (2000-2010), subnational poverty and extreme poverty (2005), maternal education levels circa 2008, market accessibility (travel time to markets) circa 2000, and conflict data for political violence (1997-2013). Because areas of high population density and growth (high vulnerability) are generally associated with urban areas that have lower levels of poverty and higher degrees of adaptive capacity (low vulnerability), to some degree, the population factors cancel out the poverty and adaptive capacity indicators. To account for this, the data set includes two sub-indices, a Population Exposure Index (PEI), which only includes population density and population growth; and a Poverty and Adaptive Capacity Index (PACI), composed of subnational poverty, maternal education levels, market accessibility, and conflict. These sub-indices are able to isolate the population indicators from the poverty and conflict metrics. The indices represent Social Vulnerability in the West Africa region within 200 kilometers of the coast.

Tags: earth-science, human-dimensions, population, socioeconomics
Organization: National Aeronautics and Space Administration
Modeled Carbonate System (1998-2018) - CB5 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
Regional Ocean Modeling System (ROMS): Oahu South Shore

Regional Ocean Modeling System (ROMS) 3-day, 3-hourly forecast for the region surrounding the south shore of the island of Oahu at approximately 200-m resolution. Boundary conditions provided by the wider ROMS model for the region surrounding the island of Oahu (roms_hiog) at approximately 1-km resolution. Atmospheric forcing generated by the Weather Research and Forecasting (WRF) model for the region surrounding the island of Oahu (wrf_oa) at approximately 1.5-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) before forecasts are run. 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, honolulu, latitude, longitude, models, models/analyses, north america, northward_sea_water_velocity, not applicable, oahu, ocean, ocean circulation, ocean currents, ocean general circulation models (ogcm)/regional ocean models, ocean optics, 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, sea_water_turbidity, south shore, time, turbidity, united states of america, waikiki, weather research/forecast models
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Modeled Carbonate System (1998-2018) - CB7 1

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
Observed Carbonate System (2016-2018) - CB3 3C

Seawater samples were collected in Chesapeake Bay for dissolved inorganic carbon (DIC) and total alkalinity (TA) from June 2016 to July 2018. They were collected in the lower half of the Bay aboard the R/V Fay Slover in collaboration with Old Dominion University's Chesapeake Bay Program Water Quality Laboratory and the VA Dept. of Environmental Quality. In the upper half of the Bay, samples were collected aboard the R/V Kerhin in collaboration with the Maryland Department of Natural Resources' Chesapeake Bay Water Quality Monitoring Program. Additional water quality parameters from the cruises were downloaded from the Chesapeake Bay program website. Additional carbonate system parameters were then computed from DIC and TA

Tags: alkalinity, chesapeake bay water quality monitoring program, depth, dissolved inorganic carbon, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ph, pi: marjorie friedrichs (marjy@vims.edu), platform_name, time, water quality
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2023 Grand Lake St. Marys qPCR data for microcystin producers

This data set includes qPCR data for the microcystin producing planktothrix (mcyApla) gene and the microcystin producing cyanobacteria (Hep) gene for samples collected from Grand Lake St. Marys and downstream waterways in 2023.

Tags: habs, microcystin, planktothrix, qpcr
Organization: U.S. Environmental Protection Agency
Stated Preference Data for Salmon Recovery

This is the underlying data used to generate the willingness-to-pay estimates for salmon recovery in the publication "Valuing Wild Salmon and Steelhead Recovery in Oregon’s Most Urbanized Watershed.". 

This dataset is associated with the following publication:
Papenfus, M., and M. Weber. Valuing Wild Salmon and Steelhead Recovery in Oregon's Most Urbanized Watershed.   ECOLOGICAL ECONOMICS. Elsevier Science Ltd, New York, NY, USA, 236: 108540, (2025).

Tags: non-market-valuation, nonuse-value, salmon-conversation, stated-preference, threatened-species
Organization: U.S. Environmental Protection Agency
Systematic evidence mapping of the impact of water quality stressors on coral reef health

The U.S. Coral Reef Task Force (USCRTF) coordinates on-the-ground coral reef protection work, including helping coral reef jurisdictions manage the impacts of water quality on coral reef ecosystems. Water quality stressors such as nutrients, sediments, temperature, dissolved oxygen, metals, and others are known to have deleterious effects on a variety of individual and population scale coral reef endpoints. This dataset was developed by the EPA Office of Research and Development, in partnership with the USCRTF, to comprehensively synthesize the current body of information relating water quality measurements to coral reef ecosystem condition. 

Tags: coral-reef, evidence-map, stressors, water-quality
Organization: U.S. Environmental Protection Agency
Utah FORGE 3-2417: DAS-derived Moment Tensors from the 16A/16B Stimulation - April, 2024

This dataset contains a catalog of moment tensors derived from distributed acoustic sensing (DAS) data acquired during stimulation of Utah FORGE Well 16A, conducted between April 3 and April 7, 2024. The data were generated as part of the FOGMORE (Fiber Optic MOnitoring for Reservoir Evolution) research project under Utah FORGE R&D Project 3-2417. The moment tensor inversion results were assembled by researchers from Silixa LLC and Rice University using DAS recordings from multiple fiber installations: the FOGMORE 16B dataset (Silixa Carina), the 78B dataset (Silixa iDAS v2), and the Delano dataset (Silixa iDAS), all recorded in April 2024.

The catalog includes event hypocenters, moment tensor components, fracture orientation parameters, isotropic and seismic moment estimates, and associated uncertainty metrics, with standard deviations obtained via bootstrapping. Please see the included README for more details on the dataset, and the header description file for definitions of all included data types and notes on their derivations. Additional context, including fiber installation details (link below) and related preliminary datasets, is available through associated Utah FORGE 3-2417 submissions.

Tags: 16a-stimulation, carina, condition-number, confidence-index, das, distributed-acoustic-sensing, egs, energy, enhanced-geothermal, fiber-optics, fogmore, geophysics, geothermal, idas, microseismic, microseismicity, moment-catalog, moment-tensor, processed-data, seismic-inversion, seismic-moment, seismic-monitoring, silixa, stimulation, subsurface-characterization, utah-forge
Organization: Department of Energy
Utah FORGE 5-2565: Final Report on  the Evolution of Permeability and Strength Recovery of Shear Fracture Under Hydrothermal Conditions

This report discusses the results of research on the ability to create and/or reactivate and subsequently sustain fracture systems which are strongly influenced by complexly coupled mechanical (M) and chemical (C) processes in reservoirs forced from equilibrium by hydraulic stimulation (H) and thermal drawdown (T) THMC. 

Tags: chemical, egs, energy, enhanced-geothermal-systems, final-report, fluid-rock-interactions, fracture-evolution, fracture-reactivation, fractures, geothermal, geothermal-resorvoirs, hydraulic-stimulation, mechanical, technical-report, thermal-drawdown, thmc, thmc-processes, usgs, utah-forge
Organization: Department of Energy
Utah FORGE 3-2418: Final Report on Wellbore Fracture Imaging Using Inflow Detection Measurements

This report contains the results of research conducted to make measurements in the FORGE wells to map flowing fractures and estimate their flow magnitudes in real time. Implementation of the project had two substantial goals: (1) to locate flowing fractures at FORGE and estimate their flow rates, thereby providing valuable information regarding FORGE stimulations, and (2) to demonstrate and refine a new tool capable of making an important and currently missing measurement in this and future EGS projects.

Tags: chemical-detector, electrochemical-detector, energy, final-report, flow-magnitude, flow-rate, fluid-enthalpy, fracture-mapping, fracture-network, geothermal, inflow-detection, stanford, stanford-university, technical-report, utah-forge, wellbore-fractures
Organization: Department of Energy
Utah FORGE 1-2410: Final Report on the Development of a Smart Completion and Stimulation Solution

This report details the work Welltech has done to provide true zonal isolation of the geothermal reservoir across multiple zones and cycles, enabling effective stimulation and repeated treatments of selected zones. The project included a literature review, small-scale experimentation, and full-scale implementation of the completion and stimulation solution at 6,000 psi differential pressure and up to 300 degrees Celsius.

Tags: annular-isolation, documentation, energy, final-report, full-scale, geothermal, hthp, isolation-tools, metal-expandable-packer, small-scale, stimulation, technical-report, utah-forge, well-integrety, welltech, zonal-isolation, zonal-treatment
Organization: Department of Energy
Texas U.S. Congressional Districts Plan C235 (2013-2022, based on 2010 Census)

The 83rd Legislature, 1st Called Session, enacted S.B. 4 (PLAN C235). This plan is effective January 2013. All data is based on the 2010 census. For more information, visit: https://redistricting.capitol.texas.gov/Current-districts#us-congress-section.

Tags: c235, congress, district, map
Organization: City of Austin
Texas State Expenditures by County - 2019

Texas State Expenditures by County shows where state dollars are spent. It lists state expenditures by agency and type of expenditure in each county. This report was created using information from the state's Uniform Statewide Accounting System. It reflects actual net expenditures of funds from accounts held in the State Treasury during the state's fiscal year 2019, Sept. 1  through Aug. 31.

Tags: county, expenditures, state-agencies
Organization: City of Austin
MEaSUREs Greenland Quarterly Ice Sheet Velocity Mosaics from SAR and Landsat V005

This data set, part of the NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Program, contains quarterly (three-month interval) ice velocity mosaics for the Greenland Ice Sheet. This data set is derived from Synthetic Aperture Radar (SAR) data, obtained by TerraSAR-X/TanDEM-X and Sentinel-1A and -1B, and from optical imagery acquired by Landsat 8 and Landsat 9.

See <a href="https://nsidc.org/grimp">Greenland Ice sheet Mapping Project (GrIMP)</a> for related data.

Tags: cryosphere, earth-science, snow-ice
Organization: National Aeronautics and Space Administration
Impact of heat on respiratory hospitalizations among older adults living in 120 large US urban areas

Associated R scripts that create manuscript and supplementary figures, as well as the data tables that correspond to the research publication. 

This dataset is associated with the following publication:
O'Lenick, C., S. Cleland, L. Neas, M. Turner, E. Mcinroe, K. Hill, A. Ghio, M. Rebuli, i. Jaspers, and A. Rappold. Impact of Heat on Respiratory Hospitalizations among Older Adults in 120 Large US Urban Areas.   Annals of the American Thoracic Society. American Thoracic Society, New York, NY, USA, 22(3): 367-377, (2025).

Tags: aging-population, climate, climate-change, environmental-justice, public-health, respiratory-health
Organization: U.S. Environmental Protection Agency
Associated datasets for manuscript

Data accompanies manuscript. 

Title: Impact of heat on respiratory hospitalizations among older adults living in 120 large US urban areas. 

This dataset is associated with the following publication:
O'Lenick, C., S. Cleland, L. Neas, M. Turner, E. Mcinroe, K. Hill, A. Ghio, M. Rebuli, i. Jaspers, and A. Rappold. Impact of Heat on Respiratory Hospitalizations among Older Adults in 120 Large US Urban Areas.   Annals of the American Thoracic Society. American Thoracic Society, New York, NY, USA, 22(3): 367-377, (2025).

Tags: aging-population, climate, climate-change, environmental-justice, public-health, respiratory-health
Organization: U.S. Environmental Protection Agency
Particle dry Deposition algorithms in CMAQ v5.3: characterization of critical parameters and land use dependence

This study investigates particle dry deposition by characterizing critical parameters and land-use dependence in a 0-D box model as well as quantifying the resulting impact of dry deposition parameterizations on regional-scale 3-D model predictions. A publicly available box model configured with several land-use dependent dry deposition schemes is developed to evaluate predictions of several model approaches with available measurements. The 0-D box model results suggest that current dry deposition schemes in 3-D regional models underestimate particle dry deposition velocities, but this varies with size distribution properties and land-use categories. We propose two new schemes to improve dry deposition performance in air quality models and test them in the Community Multiscale Air Quality (CMAQ) model. The first scheme improves the previous CMAQ scheme by preserving the original dry deposition impaction calculation but turning off redundant integration across particle size for each aerosol mode. The second scheme adds a dependence on leaf area index (LAI) to better estimate uptake to vegetative surfaces while using a settling velocity that is integrated across particle size for the Stokes number calculation. CMAQ model performance was evaluated for a month in July 2011 for the conterminous U.S. based on available observations of ambient sulfate (SO42-) aerosol concentrations from multiple routine particulate matter monitoring networks. Incorporation of the first scheme has a larger impact on coarse particles than fine particles, systematically reducing monthly domain-wide average particle dry deposition velocities (〖 V〗_d) by approximately 96% and 35%, respectively, and increasing monthly average SO4 concentrations by 395% and 21%. After incorporating LAI into the boundary layer resistance (R_b), the second scheme creates more spatial diversity of V_d and changes SO4 concentrations (coarse = -76% to +336%; fine = -7% to +18%) with land-use categories. These improvements are incorporated into the current publicly available version of CMAQ (v5.3 and beyond). 

This dataset is associated with the following publication:
Shu, Q., B. Murphy, D. Schwede, B. Henderson, H. Pye, K.W. Appel, T. Khan, and J. Perlinger. Improving the particle dry deposition scheme in the CMAQ photochemical modeling system.   ATMOSPHERIC ENVIRONMENT. Elsevier B.V., Amsterdam,  NETHERLANDS, 289: 119343, (2022).

Tags: biogenic-voc, pm2-5, pm2-5-air-quality-modeling, semivolatile-organic-compounds-svocs, soa
Organization: U.S. Environmental Protection Agency
CMAQ and PCAPS predicted air quality impacts offshore emissions sources

The Community Multiscale Air Quality (CMAQ) model version 5.4 (epa.gov/cmaq) was applied with 12 km sized grid cells for a domain covering the conterminous U.S. and areas offshore. The vertical atmosphere was resolved up to 50 mb with 35 layers. Vertical layers were thinner nearest the surface to best resolve diurnal fluctuation in the surface mixing layers. Lateral boundary inflow was extracted from a hemispheric scale simulation for the same year. Meteorological inputs were developed with the Weather Research and Forecasting model version 3.8.1 applied with the same grid domain as the photochemical model. The Pattern Constructed Air Pollution Surfaces (PCAPS) model has been applied for complex sector-specific emissions scenarios for stationary and mobile sources and predicted air quality results consistent with more sophisticated models. PCAPS version 1.1 was applied for each year between 2024 and 2031 with year-specific offshore wind project and EGU emissions. PCAPS was also applied using the same offshore wind and onshore EGU emissions for the 2026 and 2055 scenarios simulated with CMAQ to allow for a direct comparison of results. 

This dataset is associated with the following publication:
Baker, K., R.B. Rice, and N. Fann. Characterizing Air Quality Impacts Related to North Atlantic Offshore Emissions Sources.   ACS ES&T Air. American Chemical Society, Washington, DC, USA, 2(7): 1369-1378, (2025).

Tags: air-quality, electricity-generation, o3, offshore-wind, pm2-5
Organization: U.S. Environmental Protection Agency
Utah FORGE 5-2419: Fluid Injection Experiments on Granite Samples at Four Different Temperatures

This dataset contains results from four fluid injection experiments at 24 C, 69 C, 111 C, and 140 C using a triaxial loading apparatus ("Temco"). Tests were conducted on a Utah FORGE granite sample with a 30 degree inclined fracture. Confining pressure was maintained at 10 MPa, while shear stress was reduced to create a zero-displacement condition, which means the shear stress decreases continuously. Pore pressure was increased stepwise at 300 kPa every six minutes to simulate injection. Temperature was rapidly raised by voltage heating and then stabilized.

Data are provided in spreadsheet format, with one file per temperature. Each file contains upstream and downstream measurement sheets with columns for pressure, flow rate, displacement, and time, with units specified in the headers.

Tags: confining-pressure, egs, elevated-temperature, energy, experimental-data, fluid-injection, fluid-injection-experiment, fractured-granite, geomechanics, geothermal, hydraulic-stimulation, permeability, pore-pressure, seismic-moment, shear-stress, stimulation, triaxial-loading, utah-forge
Organization: Department of Energy