AndreaBozzo/ceres-open-data-index huggingface dataset:
Datasets for manuscript "Analysis of incentive policies for phosphorus recovery at livestock facilities in the Great Lakes area."

The datasets contain data required to obtain a distribution of profitable phosphorus recovery processes in the Great Lakes area for scenarios considering phosphorus credits (USD/kg P recovered) and renewable energy credits (USD/MWh) (Figure 4); an economic evaluation (USD) of P recovery processes for different incentives scenarios (Figure 5); compare the total cost of phosphorus recovery (USD/kg P) for different incentive scenarios (electricity incentives in USD/MWh and phosphorus credits in USD/kg P recovered) and the environmental remediation cost due to phosphorus releases (Figure 6); allocate incentives (USD/kg P) for achieving the economic neutrality of nutrient recovery systems minimizing the total cost of incentives (Figure 7); and the distribution of incentives (MM USD/year) considering the Nash allocation scheme assuming available incentives equal to the 10%, 30%, 50%, 70%, and 100% of the incentives needed to cover the economic losses of unprofitable P recovery systems in the Great Lakes (Figure 8). 

This dataset is associated with the following publication:
Martín-Hernández, E., Y. Hu, V.M. Zavala, M. Martín, and G.J. Ruiz-Mercado. Analysis of incentive policies for phosphorus recovery at livestock facilities in the Great Lakes area.   Resources, Conservation and Recycling. Elsevier Science BV, Amsterdam,  NETHERLANDS, 177: 105973, (2022).

Tags: incentive-policy, livestock-industry, nutrient-recovery, organic-waste
Organization: U.S. Environmental Protection Agency
Survey of Federal Funds for Research and Development

The Survey of Federal Funds for Research and Development is the primary source of information about federal funding for R&D in the United States. The survey is an annual census completed by the federal agencies that conduct R&D programs. Actual data are collected for the fiscal year just completed; estimates are obtained for the current fiscal year.

Tags: federal-agency, federally-funded-research-and-development-centers-ffrdcs, field-of-science-and-engineering, geographic-location-within-the-united-states-and-by-foreign-country-or-economy, performer-type-of-organization-doing-the-work, rd-plant, type-of-rd
Organization: National Science Foundation
Survey of Federal Science and Engineering Support to Universities, Colleges, and Nonprofit Institutions

The Survey of Federal Science and Engineering Support to Universities, Colleges, and Nonprofit Institutions is a congressionally mandated survey that is the only source of comprehensive data on federal science and engineering (S&E) funding to individual academic and nonprofit institutions. The target population is federal agencies that obligated money in the survey year for direct support of academic and nonprofit institutions’ research and development.

Tags: academic-institution-characteristics, category-of-support, federal-agency-providing-support, state, type-of-institution
Organization: National Science Foundation
Survey of Graduate Students and Postdoctorates in Science and Engineering

The Graduate Students and Postdoctorates in Science and Engineering survey is an annual census of all U.S. academic institutions granting research-based master's degrees or doctorates in science, engineering, and selected health fields as of fall of the survey year. The survey, sponsored by the National Center for Science and Engineering Statistics within the National Science Foundation and by the National Institutes of Health, collects the total number of master's and doctoral students, postdoctoral appointees, and doctorate-level nonfaculty researchers by demographic and other characteristics such as source of financial support. Results are used to assess shifts in graduate enrollment and postdoc appointments and trends in financial support.

Tags: doctorate-holding-nfrs-by-sex-and-type-of-doctoral-degree, full-time-masters-and-doctoral-graduate-students-by-demographic-and-financial-support-character, institutions-by-name-location-highest-degree-granted-and-other-institutional-characteristics-e-, part-time-masters-and-doctoral-graduate-students-by-demographic-characteristics, postdocs-by-demographic-and-financial-support-characteristics-and-by-type-and-origin-of-doctora, schools-by-name-integrated-postsecondary-education-data-system-ipeds-unique-identifier-type-e-g, units-by-name-field-of-study-and-highest-degree-granted
Organization: National Science Foundation
Linear combination fitting data of Pb speciation used for Figure S1.

Data file contains linear combination fitting data used to make figure S1. 

This dataset is associated with the following publication:
Kastury, F., W. Tang, C. Herde, M.R. Noerpel, K.G. Scheckel, and A.L. Juhasz. Plumbojarosite formation in contaminated soil to mitigate childhood exposure to lead, arsenic and antimony.   JOURNAL OF HAZARDOUS MATERIALS. Elsevier Science Ltd, New York, NY, USA, 418: 126312, (2021).

Tags: lead-bioavailability, lead-contaminated-soil, plumbojarosite, soil-amendments, soil-remediation, synchrotron-speciation
Organization: U.S. Environmental Protection Agency
Survey of Earned Doctorates

The Survey of Earned Doctorates (SED) is an annual census conducted since 1957 of all individuals receiving a research doctorate from an accredited U.S. institution in a given academic year. The SED is sponsored by the National Center for Science and Engineering Statistics (NCSES) within the National Science Foundation (NSF) and by three other federal agencies: the National Institutes of Health, Department of Education, and National Endowment for the Humanities. The SED collects information on the doctoral recipient's educational history, demographic characteristics, and postgraduation plans. Results are used to assess characteristics of the doctoral population and trends in doctoral education and degrees.

Tags: academic-institution-of-doctorate, baccalaureate-origin-institution-u-s-and-foreign, basic-annual-salary, birth-year, citizenship-status, country-of-birth-and-citizenship, disability-status, educational-attainment-of-parents, educational-history-in-college, field-of-each-degree-earned, graduate-and-undergraduate-educational-debt, marital-status, number-and-age-of-dependents, postgraduation-plans, primary-and-secondary-work-activities, race-and-ethnicity, sex, source-and-type-of-financial-support-for-postdoctoral-study, sources-of-financial-support-during-graduate-school, type-and-location-of-employer, type-of-academic-institution
Organization: National Science Foundation
NSF Freedom of Information Act (FOIA) Reports

This collection contains NSF's FOIA Annual Reports since FY 1998. These reports provide detailed information regarding the number and type of FOIA cases processed and includes data regarding time and costs associated with processing these cases. This collection also contains NSF's Chief FOIA Officer Reports since FY 2009.

Tags: foia, freedom-of-information-act, national-science-foundation, nsf
Organization: National Science Foundation
Comparative Analysis of Rapid Concentration Methods for the Recovery of SARS-CoV-2 and Quantification of Human Enteric Viruses and Sewage-associated Lachno3 Marker Genes in Untreated Wastewater

Percent recovery data for SARS-CoV-2, concentration data for enteroviruses, adenoviruses and wastewater associated (Lachno3) marker genes. This dataset is not publicly accessible because: Data is not the property of EPA. It can be accessed through the following means: Contact korajkic.asja@epa.gov. Format: Data is the property of the University of Notre Dame. 

This dataset is associated with the following publication:
Ahmed, W., A. Bivins, S.L. Simpson, W.J.M. Smith, S. Metcalfe, B. McMinn, E.M. Symonds, and A. Korajkic. Comparative Analysis of Rapid Concentration Methods for the Recovery of SARS-CoV-2 and Quantification of Human Enteric Viruses and Sewage-associated Lachno3 Marker Genes in Untreated Wastewater.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 799: 149386, (2021).

Tags: concentration-method, covid-19, enveloped-virus, murine-hepatitis-virus, recovery, sars-cov-2, sewage
Organization: U.S. Environmental Protection Agency
Catchments and Variables Used for Random Forest Classification and Regression Groundwater and Surface Water Models for Nitrate Violation classes, Violation concentrations, or Percent of Systems in Violation for Public Drinking Water Supplies

* This research used public drinking water nitrate violations data from across the conterminous United States as response variables, and various predictor variables from EPA's StreamCat dataset and other various land use, climate, and N input datasources.  
* All predictor and response variables were summarized for each catchment. 
* Response variables were either a binary variable (in violation or not or a 1 or 0), mean violation concentration (mg/L) per catchment, or percent of public water systems in violation per catchment. 

This dataset is associated with the following publication:
Pennino, M., S. Leibowitz, J. Compton, R. Hill, and R. Sabo. Patterns and predictions of drinking water nitrate violations across the conterminous United States.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 722: 137661, (2020).

Tags: contiguous-united-states, drinking-water, groundwater, machine-learning, nitrate, random-forest, surface-water
Organization: U.S. Environmental Protection Agency
VELMA Seattle Work

MOEA and VELMA files used in support of Seattle Green Roof Modeling Project. 

This dataset is associated with the following publication:
Barnhart, B., P. Pettus, J. Halama, B. McKane, P. Mayer, K. Djang, A. Brookes, and M. Moskal. Modeling the hydrologic effects of watershed-scale green roof implementation in the Pacific Northwest, United States.   JOURNAL OF ENVIRONMENTAL MANAGEMENT. Elsevier Science Ltd, New York, NY, USA, 277: 111418, (2021).

Tags: green-roof, puget-sound, stormwater, velma
Organization: U.S. Environmental Protection Agency
H12537: NOS Hydrographic Survey , Chatham Strait, AK, 2013-06-19

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, alaska, bathymetry, bathymetry/seafloor topography, chatham strait, 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, offshore n. chatham strait, 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
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12374: NOS Hydrographic Survey , Chatham Strait, Alaska, 2011-10-08

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: 3 nautical miles east of point conclusion, acoustic sounders, alaska, bathymetry, bathymetry/seafloor topography, chatham strait, 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, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12098: NOS Hydrographic Survey , Georgia Safety Fairways, Georgia, 2010-05-04

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, atlantic ocean, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, georgia, 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, saint marys safety fairways, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Data Set

Data used to create figures in the manuscript. 

This dataset is associated with the following publication:
Eckley, C.S., T.P. Luxton, B. Stanfield, A. Baldwin, J. Holloway, J. McKernan, and M.G. Johnson. Effect of organic matter concentration and characteristics on mercury mobilization and methylmercury production at an abandoned mine site.   ENVIRONMENTAL POLLUTION. Elsevier Science Ltd, New York, NY, USA, 271: 116369, (2021).

Tags: mercury, methylmercury, mining, remediation
Organization: U.S. Environmental Protection Agency
Sediment Data

EPA Data presented in the manuscript. 

This dataset is associated with the following publication:
Lentz, D.L., T.L. Hamilton, N.P. Dunning, V.L. Scarborough, T.P. Luxton, A. Vonderheide, E.J. Tepe, C.J. Perfetta, J. Brunemann, L. Grazioso, F. Valdez, K.B. Tankersley, and A.A. Weiss. Molecular genetic and geochemical assays reveal severe contamination of drinking water reservoirs at the ancient Maya city of Tikal.   Scientific Reports. Nature Publishing Group, London,  UK,  10316, (2020).

Tags: cyanobacteria, maya, mercury, phospahte
Organization: U.S. Environmental Protection Agency
Ozone-induced changes in pulmonary metabolites in Humans

Dataset contains a list of metabolites, their fold change after ozone exposure and a p value for that change. This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: This dataset can be accessed by contacting Dr. Robert Devlin (devlin.rober@epa.gov). Format: The dataset was sent to us by the company (Metabolon) that did the metabolite analysis, including the statistical analysis).   It is an excel spreadsheet that contains a row for each of the metabolites that were identified, fold changes in each metabolite after air and ozone exposure (and the p value of the ozone-induced change), and the pathway and superpathway to which each metabolite belongs. 

This dataset is associated with the following publication:
Cheng, W., K. Duncan, A. Ghio, C. Ward-Caviness, E. Karoly, D. Diaz-Sanchez, R. Conolly, and R. Devlin. Changes in metabolites present in lung-lining fluid following exposure to humans to ozone.   TOXICOLOGICAL SCIENCES. Society of Toxicology, RESTON, VA,  163(2): 430-439, (2018).

Tags: dna-methylation, human-metabolome, ozone, pulmonary
Organization: U.S. Environmental Protection Agency
TITAN_Wilkins_etal_v1

This data underpins the TITAN analysis in Wilkins et al. It describes the critical loads for nitrogen deposition for various species, and the community level critical loads. 

This dataset is associated with the following publication:
Wilkins, K., C. Clark, and J. Aherne. Ecological thresholds under atmospheric nitrogen deposition for 1200 herbaceous species and 24 communities across the United States.   GLOBAL CHANGE BIOLOGY. Blackwell Publishing, Malden, MA, USA, 00: 1-15, (2022).

Tags: atmospheric-deposition, biodiversity, critical-loads, naaqs, nitrogen-deposition, plants
Organization: U.S. Environmental Protection Agency
PISCES dataset-Impact of dietary omega-3 FA on the association between exposure to ambient PM2.5 or ozone and the changes in cardiovascular biomarkers-5.5.2021

The dataset contains data of air pollution, blood lipids, vascular injury markers, coagulation markers, and heart rate variability and repolarization markers. 

This dataset is associated with the following publication:
Chen, H., S. Zhang, W. Shen, C. Salazar, A. Schneider, A. Rappold, D. Diazsanchez, R. Devlin, J. Samet, and H. Tong. Omega-3 Fatty Acids Attenuate Cardiovascular Effects of Short-term Exposure to Ambient Air Pollution.   Particle and Fibre Toxicology. BioMed Central Ltd, London,  UK, 19(12): 1, (2022).

Tags: ambient-air-quality, cardiovascular-effects, docosahexaenoic-acid-dha, eicosapentaenoic-acid-epa, fine-particulate-matter-pm2-5, fish-oil-enriched-diet, mitigation, omega-3-fatty-acid, ozone, repeated-measures
Organization: U.S. Environmental Protection Agency
Hebron Fault, Namibia, February 2017

Raster DEM of the Hebron fault scarp in south-western Namibia. Pan-sharpened (0.33 m pixel resolution) Worldview-3 stereo imagery was processed using the ERDAS IMAGINE 2018 Photogrammetry suite. A minimum of 5 ground control points  (GCPs) were collected between 9/11/2018 and 11/11/2018 using two Leica 1200 GNSS GPSs in a base-rover configuration. 

Processing was carried out by Guy Salomon (University of Cape Town, now at the University of Victoria) and Julian Smit (University of Cape Town) supported by Alastair Sloan (University of Cape Town) and funded by the National Research Foundation of South Africa (NRF) grant numbers; 110780 and 118831.

The imagery was purchased using a small grant from COMET (Centre for Observation and Modelling of Earthquakes, Volcanoes and Tectonics) funded by the NERC. 



Organization: OpenTopography
H12142: NOS Hydrographic Survey , Northern Glacier Bay, Alaska, 2009-11-10

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, alaska, bathymetry, bathymetry/seafloor topography, 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, northern glacier bay, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, scidmore bay to tidal inlet, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12371: NOS Hydrographic Survey , Chatham Strait, Alaska, 2011-10-07

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, alaska, bathymetry, bathymetry/seafloor topography, chatham strait, 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, port herbert to port lucy, 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
Organization: National Oceanic and Atmospheric Administration, Department of Commerce