AndreaBozzo/ceres-open-data-index huggingface dataset:
EK80 Water Column Sonar Data Collected During DY2401

The Midwater Assessment and Conservation Engineering (MACE) program of NOAA Fisheries (NMFS), Alaska Fisheries Science Center (AFSC), conducted acoustic-trawl (AT) stock assessment surveys in the Shumagin Islands and Pavlof Bay areas of the Gulf of Alaska (GOA) 4-12 February, 2024, to estimate distribution and abundance of walleye pollock (Gadus chalcogrammus). The survey was conducted aboard NOAA Ship Oscar Dyson (built in 2003, 64 meters, 2500 tons, 3100 hp), a research stern trawler equipped with acoustic and oceanographic instrumentation. The primary water column acoustic instrument for these surveys was a Kongsberg EK80 split-beam scientific echosounder system utilizing five frequencies (18, 38, 70, 120, and 200 kHz). The vessel departed Kodiak, Alaska on 4 February and conducted the Shumagin Islands survey 6-11 February, and the Pavlof Bay survey 9-10 February. A calibration of the EK80 echosounder system was conducted following vessel departure from Kodiak and prior to starting the survey on 4 February in Kalsin Bay, Kodiak Island, Alaska. Trawl operations were conducted using an LFS1421 mid-water trawl net equipped with a Kongsberg FS70 trawl sonar.

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, gulf of alaska, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EK80 Water Column Sonar Data Collected During DY2402

The Midwater Assessment and Conservation Engineering (MACE) program of NOAA Fisheries (NMFS), Alaska Fisheries Science Center (AFSC), conducted an acoustic-trawl (AT) stock assessment survey in the Southeastern Aleutian Basin near Bogoslof Island 18-25 February 2024, to estimate distribution and abundance of walleye pollock (Gadus chalcogrammus). The survey was conducted aboard NOAA Ship Oscar Dyson (built in 2003, 64 meters, 2500 tons, 3100 hp), a research stern trawler equipped with acoustic and oceanographic instrumentation. The primary water column acoustic instrument for the survey was a Kongsberg EK80 split-beam scientific echosounder system utilizing five frequencies (18, 38, 70, 120, and 200 kHz). The vessel departed Kodiak, Alaska on 18 February and conducted the survey between 167Â°and 170Â° W 23-25 February. A calibration of the EK80 echosounder system was conducted at the start of the previous survey (DY2401) on 4 February in Kalsin Bay, Kodiak Island, Alaska. Trawl operations were conducted using an LFS1421 mid-water trawl net equipped with a Kongsberg FS70 trawl sonar.

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, bering sea, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EK80 Water Column Sonar Data Collected During PC2404_Leg1

This project will provide critical data to NOAA and to the Mesophotic and Deep Benthic Communities (MDBC) projects. These data will be used for restoration and to guide future science-based management decisions. Without this project, NOAA and partners will not be able to use the best available science to guide their actions, including protection and restoration actions for sensitive communities.  

This expedition is part of the DWH Open Ocean TIG Final Restoration Plan 2 for MDBC. This plan will have direct consequences for defining the distribution, connectivity, and ecology of vulnerable ecological communities and guiding wise use of the living marine and energy resources.


 Operations To Be Conducted

(A) 12 hr ROV operations (0700 â 1900). Mohawk ROV will be used to conduct transect surveys, video, and still image documentation of coral and reef fish communities. Collections of corals and other invertebrates will also be taken throughout the dives for genetic and isotope analysis. Details on deployment and recovery are provided below in section 2.7 (A).
(B) CTD casts with water samples at each ROV dive site to be conducted at night (probably between 1900 - 0000).
(C) Four landers to be deployed overnight (between 1900 - 0700) unless the ship prefers to deploy them during the daytime. Two will be in depths < 300 m and two will be in depths < 1000 m. Lander specifications have been sent to the ship. They will be deployed from the side sampling station winch, lowered to ~ 20 m above the seafloor and then acoustically released by the science party.
(D) Up to four sets of 3 ARMS (Autonomous Reef Monitoring Structures) will be deployed during the day (between 0700 - 1900). An elevator will be used to deploy all 3 ARMS in a single ROV dive. Specifications on the elevator have been provided to the ship. The elevator will be deployed from the side sampling station winch and lowered to the seafloor during the dives ARMS are to be deployed. The ROV will navigate to the elevator and retrieve the ARMS for placement on the seafloor. The elevator will be recovered once all ARMS have been retrieved by the ROV.
(E) Opportunistic MBES to be conducted at night (between 1900 - 0700) when it fits into the schedule.

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, gulf of mexico, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
W00726: NOS Hydrographic Survey , External Source Data 2023, 2020-07-01

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, chesapeake bay, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, kings creek channel, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth, wisconsin
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Award Exploration Tool

Interactive query tool designed to support in-depth data exploration and exports; users are able to search for specific award records, query expiring contracts, and export line item data with added Category Management enrichments such as Level 1/2 categories, SUM Tier, Addressable BIC / Tier 2 Contract, Contract Name (if applicable).

Tags: award, category-management, contract, exploration, obligation, vendor
Organization: General Services Administration
Macrophage responses to ambient PM in a particle seasonality-specific manner

This dataset provides information on the season of particle collection, the polarization state of a given macrophage, the impacts on macrophage functions. 

This dataset is associated with the following publication:
Smyth, T., S. Brocke, Y.H. Kim, C. Christianson, K. Kovalcik, J. Pancras, M. Hays, W. Wu, Z. An, and i. Jaspers. Human Monocyte-Derived Macrophages Demonstrate Distinct Responses to Ambient Particulate Matter in a Polarization State- and Particle Seasonality-Specific Manner.   CHEMICAL RESEARCH IN TOXICOLOGY. American Chemical Society, Washington, DC, USA, 38(1): 4c00291, (2025).

Tags: in-vitro, inflammatory-response, particulate-matter-pm, phagocytosis
Organization: U.S. Environmental Protection Agency
Effects of Wildfire Exposures on Extracellular Vesicle Proteomics

This dataset provides information on the viability of organotypic approaches in evaluating extracellular vesicles (EVs) to investigate exposure-induced biomarkers and underlying mechanisms. Data include assessments of cell viability, cell permeability, EV imaging, EV count, EV size, and EV proteomics in the H441/IMR90 co culture model exposed to wildfire smoke condensates. All the column headings and other relevant definitions and information are included in the data sets, and match the relevant data in the study that will be published. 

This dataset is associated with the following publication:
Vitucci, E., C. Carberry, A. Payton, L. Herring, A. Mordant, Y.H. Kim, M. Gilmour, S. McCullough, and J. Rager. Wildfire-relevant woodsmoke and extracellular vesicles (EVs): Alterations in EV proteomic signatures involved in extracellular matrix degradation
and tissue injury in airway organotypic models.   ENVIRONMENTAL RESEARCH. Elsevier B.V., Amsterdam,  NETHERLANDS, 264(2): 120395, (2025).

Tags: extracellular-vesicle, human-alveolar-epithelial-cells, organotypic-model, proteomic, wildfire
Organization: U.S. Environmental Protection Agency
Embodied material flow and GHG emission factors for U.S. imports derived from the GLORIA model: 2017-2022

The dataset provides a set of Import Emission Factors (IEF) for USEEIO models developed using the GLORIA v059a model. The dataset accompanies Addendum 2 "Import Greenhouse Gas Emission and Material Factors Derived from GLORIA" to EPA report "Estimating embodied environmental flows in international imports for the USEEIO Model" (https://cfpub.epa.gov/si/si_public_record_report.cfm?dirEntryId=362470). 

The import factors (IFs) are provided for 15 material categories and 18 GHG categories at the BEA summary and detail levels of sector resolution as reflected in file names. They represents an average for U.S imports that is derived as a weighted average of the import factors from all world regions/countries, weighted by quantity of imports. The sector codes for the import factor use the BEA 2017 NAICS based schema used in input-output tables which is the schema used by the associated USEEIO models.  For example, US_summary_import_factors_gloria_2022_17sch.csv is a summary level IFs file. US_detail_import_factors_gloria_2022_17sch.csv is the detail level IEFs file. Concordance files are provided here that are used to map GLORIA commodities and countries to those used in USEEIO. The models are named according to an updated USEEIO naming scheme. See the supporting code on the USEEIO github site (link in references) for more details. 

This dataset is associated with the following publication:
Ingwersen, W.W., J. Namovich, B. Young, and J. Vendries. Estimating embodied environmental flows in international imports for the USEEIO Model. U.S. Environmental Protection Agency, Washington, DC, USA, 2024.

Tags: embodied-carbon, imports, international-trade, material-flows, useeio
Organization: U.S. Environmental Protection Agency
Source Code - Characterizing Variability and Uncertainty for Parameter Subset Selection in PBPK Models

 Source Code for the manuscript "Characterizing Variability and Uncertainty for Parameter Subset Selection in PBPK Models" -- This R code generates the results presented in this manuscript; the zip folder contains PBPK model files (for chloroform and DCM) and corresponding scripts to compile the models, generate human equivalent doses, and run sensitivity analysis.

Tags: human-health, modeling, pbpk, uncertainty-quantification
Organization: U.S. Environmental Protection Agency
Utah FORGE 3-2535: Report on Geodetic Observations of Fracture Development During April 2024 Stimulations

This report presents geodetic observations from the April 2024 stimulations at the Utah FORGE site, as part of LBNL FORGE Project 3-2535. It focuses on Distributed Strain Sensing (DSS) data from an optical fiber in well 16B, capturing localized strain linked to fracture propagation during several stimulation stages. DSS signals correlate well with injection timing and pressure, particularly during early stages like 3R. Microseismic data show spatial alignment with strain observations, supporting interpretations of fracture development. In contrast, InSAR analysis using Sentinel-1 data from 2019-2025 reveals no clear surface deformation.

Tags: april-2024, distributed-strain-sensing, dss, egs, energy, fiber-optic-sensing, fracture-modeling, fracture-stimulation, geodetic-monitoring, geothermal, hydraulic-fracturing, insar, microseismicity, processed-data, reservoir-characterization, seismicity, stimulation, subsurface-deformation, technical-report, utah-forge
Organization: Department of Energy
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 2 - New York

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 5 - Chicago

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, All States

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012. 2012 Source: Fatality Analysis Reporting System (FARS)Note: Blank cells indicate data are suppressed. 2014 Source: Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 3 - Philadelphia

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 4 - Atlanta

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Age and Sex, 2012 & 2014, Region 8 - Denver

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Age and Sex, 2012 & 2014, Region 6 - Dallas

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 6 - Dallas

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Age and Sex, 2012 & 2014,  Region 9 - San Francisco

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 7 - Kansas City

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Age and Sex, 2012 & 2014, Region 7 - Kansas City

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Age and Sex, 2012 & 2014, HHS Region 1 - Boston

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Sex, 2012 & 2014, All States

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: death-rate, motor-vehicle
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 1 - Boston

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Motor Vehicle Occupant Death Rate, by Age and Sex, 2012 & 2014, Region 5 - Chicago

Rate of deaths by age/gender (per 100,000 population) for motor vehicle occupants killed in crashes, 2012 & 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Safety Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Impaired Driving Death Rate, by Age and Sex, 2012 & 2014, Region 10 - Seattle

Rate of deaths by age/gender (per 100,000 population) for people killed in crashes involving a driver with BAC =>0.08%, 2012, 2014. 2012 Source: Fatality Analysis Reporting System (FARS). 2014 Source: National Highway Traffic Administration's (NHTSA) Fatality Analysis Reporting System (FARS), 2014 Annual Report File. Note: Blank cells indicate data are suppressed. Fatality rates based on fewer than 20 deaths are suppressed.

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services