AndreaBozzo/ceres-open-data-index huggingface dataset:
Air-Rail CO2 Data Final Miller 2023-03-19

Data presented in  Miller (2021) Savings in per-passenger CO2 emissions using rail rather than air travel in the northeastern U.S., JAWMA, 71:12, 1458-1471, DOI:10.1080/10962247.2020.1837996.
Data included:
-CO2 emissions from air and rail travel between select city pairs in the NE U.S. in lb CO2 and lb CO2/passenger-mile
-Flight and rail miles between cities
-Emission factors for air travel by aircraft type (single-aisle, regional jet)
-Emission factors for rail travel by motive power type (electric, diesel)
Data calculated using publicly available databases from the US Department of Energy, US Department of Commerce, the International Civil Aviation Organization, Amtrak, and the Rail Passengers Association.
External data were collected in late 2019 through early 2020. 

This dataset is associated with the following publication:
Miller, A. Savings in per-passenger CO2 emissions using rail rather than air travel in the northeastern U.S.. 2020. C. Andrew Miller (ed.), JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION. Air & Waste Management Association, Pittsburgh, PA, USA,  37, (2020).

Tags: air-travel, climate-change, co2-emissions, rail-travel, transportation
Organization: U.S. Environmental Protection Agency
Benthic macroinvertebrate community response to environmental changes over seven decades in an urbanized estuary in the northeastern United States_data

These are the data supporting the manuscript, "Benthic macroinvertebrate community response to environmental changes over seven decades in an urbanized estuary in the northeastern United States". 

This dataset is associated with the following publication:
Pelletier, M., D. Cobb, K. Rocha, K. Ho, M. Cantwell, M. Perron, M.A. Charpentier, H.W. Buffum, S.S. Hale, and R. Burgess. Benthic macroinvertebrate community response to environmental changes over seven decades in an urbanized estuary in the northeastern United States.   MARINE ENVIRONMENTAL RESEARCH. Elsevier Science Ltd, New York, NY, USA, 169: 105323, (2021).

Tags: benthos, estuaries, eutrophication, multivariate-analysis, temperature, trends
Organization: U.S. Environmental Protection Agency
2016 U.S. Electricity Generation Air Emissions, Hazardous Waste and Steam Emission Factors by Subregion

This dataset contain records factors for emissions and releases of chemicals to air, water and ground, waste generation, from electricity generation,  All values are per megawatt-hour (MWh) of eletricity generated at power plants or other generating facilities.

Subregion is an acronym of a U.S. EPA eGRID subregion.  See https://www.epa.gov/egrid

FlowName, Context, and Unit are defined as they are in the Flow table format specification for the U.S. EPA Standardized Inventories (StEWI) tool. https://github.com/USEPA/standardizedinventories/blob/master/format%20specs/Flow.md
FlowName is the name of the chemical, waste, input or product. 
Chemical (context is air, water or ground) use the nomenclature of the Federal LCA Commons Elementary Flow List.
Wastes use the names for waste code descriptions from the 2017 RCRA Biennial Waste Report.
There are also "Heat" input and "Steam" co-product output factors. These names and data come from the eGRID 2016 database. 

This dataset is associated with the following publication:
Ghosh, T., W.W. Ingwersen, M. Jamieson, T.R. Hawkins, S. Cashman, T. Hottle, A. Carpenter, and K. Richa. Derivation and assessment of regional electricity generation emission factors in the USA.   INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT. Ecomed Verlagsgesellschaft AG, Landsberg,  GERMANY, 28(2): 156-171, (2023).

Tags: egrid, nei, rcrainfo, tri
Organization: U.S. Environmental Protection Agency
Landfill Gas Condensate Data

PFAS content of Landfill Gas Condensate. This dataset is not publicly accessible because: Data were generated at and owned by the University of Florida.  ORD was only involved in the analysis and writing of the manuscript. It can be accessed through the following means: contact the study's corresponding author Timothy Townsend at ttown@ufl.edu. Format: Data were generated at and owned by the University of Florida.  ORD was only involved in the analysis and writing of the manuscript.

Tags: gas-condensate, landfill, pfas, waste-management
Organization: U.S. Environmental Protection Agency
Mussel shell weight, Mussel survival rate

Mussel shell weight, Mussel survival rate. This dataset is not publicly accessible because: Data is the property of Dr. Sean Collins, Division of Plant & Soil Sciences, Davis College of Agriculture, Natural Resources and Design, West Virginia University. 304-293-3793. sean.collins@mail.wvu.edu. It can be accessed through the following means: Data is the property of Dr. Sean Collins, Division of Plant & Soil Sciences, Davis College of Agriculture, Natural Resources and Design, West Virginia University. 304-293-3793. sean.collins@mail.wvu.edu. Format: Data is the property of Dr. Sean Collins, Division of Plant & Soil Sciences, Davis College of Agriculture, Natural Resources and Design, West Virginia University. 304-293-3793. sean.collins@mail.wvu.edu. 

This dataset is associated with the following publication:
Zare Shahraki, M., E. Ebrahimi Dorche, A. Bruder, J. Flotemersch, K. Blocksom, and D. Banaduc. Fish Species Composition, Distribution and Community Structure in Relation to Environmental Variation in a Semi-Arid Mountainous River Basin, Iran.   WATER. MDPI, Basel,  SWITZERLAND, 14(14): 2226, (2022).

Tags: adverse-outcome-pathways-aops, ecologic-conservation-and-economic-important-speci, fish, human-impact, natural-habitats-vaiability
Organization: U.S. Environmental Protection Agency
USFS Oak Creek Lidar, CA 2012

Lidar was collected over Oak Creek California near Kings Canyon National Park between November 13th - 15th 2012 for the USFS Pacific Region. Data was collected to aid in identifying ecological restoration opportunities by assessing forest structural complexity, mapping geomorphic features, and quantifying acreages of highly suitable wildlife habitat. This dataset covers over 16,000 acres ( over 68 km2)

Organization: OpenTopography
USFS Mule Lidar, CA 2013

Lidar was collected over the Mule Project Site in the Modoc Forest of California between October 20th - 21st 2013 for the USFS Pacific Region. Data was collected to provide a highly detailed ground surface dataset to be used for the development of topographic, contour mapping and hydraulic modeling. This dataset covers over 19,000 acres ( over ~79 km2)

Organization: OpenTopography
5.10 Revenue Forecast Variance (dashboard - target only)

This operations dashboard shows historic and current data related to this performance measure. <div><br /></div><div>The performance measure dashboard is available at <a href='https://financial-stability-and-vitality-tempegov.hub.arcgis.com/pages/revenue-forecast-variance' target='_blank' rel='nofollow ugc noopener noreferrer'>5.10 Revenue Forecast Variance</a>.<br /></div><div><br /></div><div><a href='https://gis.tempe.gov/design/data-dictionary/5.10%20Revenue%20Forecast%20Variance%20(summary)/' target='_blank' rel='nofollow ugc noopener noreferrer'>Data Dictionary</a><br /></div>

Tags: central-services, financial-services, financial-stability-and-vitality, internal-services, revenue-forecast-variance-pm-5-10
Organization: City of Tempe
5.10 Revenue Forecast Variance (dashboard - history and target)

This operations dashboard shows historic and current data related to this performance measure. <div><br /></div><div>The performance measure page is available at <a href='https://financial-stability-and-vitality-tempegov.hub.arcgis.com/pages/revenue-forecast-variance' target='_blank' rel='nofollow ugc noopener noreferrer'>5.10 Revenue Forecast Variance</a>.<br /></div><div><br /></div><div><a href='https://gis.tempe.gov/design/data-dictionary/5.10%20Revenue%20Forecast%20Variance%20(summary)/' target='_blank' rel='nofollow ugc noopener noreferrer'>Data Dictionary</a><br /></div>

Tags: central-services, financial-services, financial-stability-and-vitality, internal-services, revenue-forecast-variance-pm-5-10
Organization: City of Tempe
EM122 Water Column Sonar Data Collected During HLY21TA

shakedown-DLQ

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, 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, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EM122 Water Column Sonar Data Collected During HLY21TD

NWP MSR transit

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, 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, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EM710 Water Column Sonar Data Collected During AR41

WHOI physical oceanography ship time

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, 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, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EM122 Water Column Sonar Data Collected During HLY21TC

Icebreaking testing

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, 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, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
EM122 Water Column Sonar Data Collected During MGL1903

AACSE - Airgun

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, 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, unknown, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Business Enterprise Research and Development Survey

The Business Enterprise Research and Development Survey (BERD) and its immediate predecessors the Business R&D and Innovation Survey (BRDIS) and the Business Research and Development Survey (BRDS) are collectively referred to as BERD in this overview. BERD is the primary source of information on R&D expenditures and R&D employees of for-profit, publicly or privately held, nonfarm businesses with 10 or more employees in the United States that performed or funded R&D either domestically or abroad.

Tags: activities-with-academia, applied-research, basic-research, berd, business, business-activity-codes-based-on-the-north-american-industry-classification-system-naics, development, domestic-and-foreign-rd-for-u-s-based-companies, employment, federal-rd-by-funding-government-agency, geographic-location-of-domestic-and-foreign-rd-performance-of-u-s-based-companies, industry-coding-based-on-naics, intellectual-property, large-business, patents, rd-by-application-area, rd-capital-expenditures, rd-performance, rd-performed-by-others-by-type-of-performer, sales, sources-of-rd-funding, technology-focus-areas, technology-transfer-activities, type-of-rd-cost
Organization: National Science Foundation
EPA H2O and VELMA model output for D'Olive Regions

Please review READ ME tab at the beginning of each file.  Data are model generated summary of surface water flow and sub-surface soil saturation for select regions within the D'Olive watershed in Baldwin county, AL. The second file contains an mode-based ecosystem services assessment of the same regions. Data were used for a temporal comparison of D'Olive watershed based on changes in land cover between 2001 and 2016. 

This dataset is associated with the following publication:
Fulford, R., M. Russell, M. Myers, M. Malish, and A. Delmaine. Models help set ecosystem service baselines for restoration assessment.   JOURNAL OF ENVIRONMENTAL MANAGEMENT. Elsevier Science Ltd, New York, NY, USA, 317: 11, (2022).

Tags: aquatic-ecosystem-services, estuaries, restoration
Organization: U.S. Environmental Protection Agency
Footprints in Action: How UVA is Managing its Sustainability Stewardship

Data on the carbon, nitrogen, water and phosphorus footprints from the University of Virginia and information about different scenarios of environmental releases. 

This dataset is associated with the following publication:
Dukes, E., S. Cheng, S. Mogen, J. Galloway, A. Leach, A. Trimble, A. Petit, J. Compton, and M. Pennino. Footprints in Action: How UVA is Managing its Sustainability Stewardship,.   Sustainability and Climate Change. Mary Ann Liebert, Inc., New Rochelle, NY, USA, 16(1): 48-63, (2023).

Tags: atmospheric-deposition, ecosystem-services, fertilizer, n-fixation, nitrogen, nutrients, point-sources
Organization: U.S. Environmental Protection Agency
EPA metadata entry requirement for the Journal article "Contaminant Exposure and Transport from Three Potential Reuse Waters within a Single Watershed". No EPA managed data. See manuscript.

No EPA managed data. See manuscript. Contact USGS primary author for data inquiries.
https://pubs.acs.org/doi/10.1021/acs.est.2c07372. This dataset is not publicly accessible because: Non-EPA Generated. It can be accessed through the following means: See manuscript
https://pubs.acs.org/doi/10.1021/acs.est.2c07372. Format: Environ. Sci. Technol. 2023, 57, 3, 1353–1365
Publication Date:January 10, 2023
https://doi.org/10.1021/acs.est.2c07372. 

This dataset is associated with the following publication:
Masoner, J., D. Kolpin, I. Cozzarelli, P. Bradley, B. Arnall, K. Forshay, J. Gray, J. Groves, M. Hladik, L. Hubbard, L. Iwanowicz, J. Jaeschke, R. Lane, B. McCleskey, B. Polite, D. Roth, M. Pettijohn, and M. Wilson. Contaminant exposure and transport from three potential re-use waters within a single watershed.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 57(3): 1353-1365, (2023).

Tags: agriculture, effluent, emergent-contaminants, water-quality, water-reuse
Organization: U.S. Environmental Protection Agency
H12033: NOS Hydrographic Survey , Block Island Sound, Rhode Island, 2009-08-21

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, block island sound, 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, 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, rhode island, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth, west shore of block island: sandy point to bluff head
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Dataset and Dictionary for WV Tanks Paper

The dataset contains the data found in the figures of the paper "Methane Emissions from Oil and Gas Production Sites and Their Storage Tanks in West Virginia", along with a data dictionary. 

This dataset is associated with the following publication:
Johnson, D., N. Clark, R. Heltzel, M. Darzi, T. Footer, S. Herndon, C. Murral, and E. Thoma. Methane Emissions from Oil and Gas Production Sites and Their Storage Tanks in West Virginia.   Atmospheric Environment: X. Elsevier B.V., Amsterdam,  NETHERLANDS,  na, (2022).

Tags: methane, ngem, oil-and-gas, optical-gas-imaging, tanks
Organization: U.S. Environmental Protection Agency
MG1_dataset

Genome sequence, PCR clone sequences and qPCR data. 

This dataset is associated with the following publication:
Linz, D., K. McIntosh, I. Struewing, S. Klemm, B. McMinn, R. Haugland, E. Villegas, and J. Lu. Genomic Characterization and Wetland Occurrence of a Novel Campylobacter Isolate from Canada Geese.   Microorganisms. MDPI, Basel,  SWITZERLAND, 11(3): 648, (2023).

Tags: campylobacter-canadensis, canada-goose, clone, fecal-indicators, genome, genome-sequence, microbial-source-tracking
Organization: U.S. Environmental Protection Agency
stream-intermittency-visualization-dashboard-GP_P1-3

continuous streamflow duration, water temperature, and precipitation data collected for the development of the beta streamflow duration assessment method for the Great Plains. 

This dataset is associated with the following publication:
Kelso, J., W. Saulnier, K. Fritz, T. Nadeau, and B. Topping. The stream intermittency visualization dashboard: A web application for high-frequency logger data and daily flow observations.   Hydrological Processes. John Wiley & Sons, Ltd., Indianapolis, IN, USA, 37(2): e14809, (2023).

Tags: flow-duration, great-plains, precipitation, water-temperature
Organization: U.S. Environmental Protection Agency
VCPy data for "Secondary Organic Aerosol Formation from 1 Volatile Chemical Product 2 Emissions: Parameters and Contributions to Anthropogenic Aerosol"

VCPy predicts organic emission from volatile chemical products. Data here includes year 2017 emissions by sub product use category (sub PUC) and total for the United States. In addition, the VCPy model code is linked.

Tags: oxidation, secondary-organic-aerosol-soa, voc, volatile-chemical-products-vcps
Organization: U.S. Environmental Protection Agency
Survey Results

Survey results from University of Stirling. This dataset is not publicly accessible because: University of Stirling developed the survey and keeps the results. It can be accessed through the following means: Contact University of Stirling. Format: University of Stirling developed the survey and keeps the results.
Group on Earth Observation AquaWatch distributed the survey and aggregated results.
School of Wine & Spirits Business, Burgundy School of Business - Université Bourgogne Franche-Comté conducted statistical analysis. 

This dataset is associated with the following publication:
Agnoli, L., E. Urquhart, N. Georgantzis, B. Schaeffer, R. Simmons, B. Hoque, M.B. Neely, C. Neil, J. Oliver, and A. Tyler. Perspectives on user engagement of satellite Earth observation for water quality management.   Technological Forecasting and Social Change. ELSEVIER, AMSTERDAM,  HOLLAND, 189: 122357, (2023).

Tags: earth-observation, knowledge-transfer, management, satellite-remote-sensing, technology-transfer, tragedy-of-the-commons, water-quality
Organization: U.S. Environmental Protection Agency
Data for analysis of ambient fine particle concentrations in Jakarta, Indonesia

Data are publicly available and have been downloaded from the AirNow website. Data on AirNow website: 

https://www.airnow.gov/international/us-embassies-and-consulates/#Indonesia$Jakarta_South
https://www.airnow.gov/international/us-embassies-and-consulates/#Indonesia$Jakarta_Central. 

This dataset is associated with the following publication:
Sarwar, G., B. Henderson, R. Baldauf, and P. Gupta. Analysis of ambient fine particle concentrations in Jakarta, Indonesia.   EM Magazine. Air and Waste Management Association, Pittsburgh, PA, USA,  1-5, (2022).

Tags: fine-particulate-matter-pm2-5
Organization: U.S. Environmental Protection Agency
Lead Acetate & SRM 2710a Soil Modulates Cecal & Fecal Microbiome of Mice

The effect of dietary lead (Pb) on the murine intestinal microbiome was explored to determine if there was an association between microflora modulation and Pb source.  Mice were treated with 6.25-25 ppm Pb acetate (PbOAc) or 7.5-30 ppm Pb in reference soil SRM 2710a having 0.552% Pb among other heavy metals such as Cd.  Feces and ceca were collected following 9 days of treatment and the microbiome analyzed by 16S rRNA gene sequencing.  Treatment effects on the microbiome were observed in both feces and ceca of mice.  Changes in the cecal microbiomes of mice fed  Pb were similar except for a few exceptions regardless of source.   Akkermansia, a common gut bacterium, was highest ranked species in control microbiomes whereas Lactobacillus ranked highest in treated mice. Firmicutes/Bacteroidetes ratios in the ceca of PbOAc and SRM 2710a treated mice increased suggestive of changes in gut microbiome metabolism that promotes obesity. Bacilli/Clostridia  increased in the ceca of PbOAc treated mice and may be indicative of increased risk of host sepsis.  Family Deferribacteraceae also were modulated by PbOAc or SRM 2710a, respectively, possibly impacting iron metabolism.  Understanding the relationship between microbiome composition and Pb concentration, especially in soil, may ultimately provide new insights into the utility of various remediation methodologies that modulate the effects and assist in the selection of an optimal treatment for a specific contaminated site. 

This dataset is associated with the following publication:
George, S., R. Devereux, J. James, Y. Wan, G. Diamond, K. Bradham, and D. Thomas. Dietary lead modulates the mouse intestinal microbiome:  Subacute exposure to lead acetate and lead contaminated soil. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY. Elsevier Science Ltd, New York, NY, USA, 249: (2023).

Tags: bioavailability, intestinal-microbiome, lead, microflora-modulation, mining-soil
Organization: U.S. Environmental Protection Agency