AndreaBozzo/ceres-open-data-index huggingface dataset:
Mar 2018 Current Population Survey: Annual Social and Economic (March) Supplement

The Annual Social and Economic Supplement or March CPS supplement is the primary source of detailed information on income and work experience in the United States. Numerous publications based on this survey are issued each year by the Bureaus of Labor Statistics and Census. A public-use microdata file is available for private researchers, who also produce many academic and policy-related documents based on these data.    The Annual Social and Economic Supplement is used to generate the annual Population Profile of the United States, reports on geographical mobility and educational attainment, and detailed analysis of money income and poverty status. The labor force and work experience data from this survey are used to profile the U.S. labor market and to make employment projections.    To allow for the same type of in-depth analysis of hispanics, additional hispanic sample units are added to the basic CPS sample in March each year. Additional weighting is also performed so that estimates can be made for households and families, in addition to persons.

Tags: census
Organization: Department of Commerce
2018 International Trade: Historical Imports and Exports

This international trade file provides the annual dollar value of U.S. exports and imports of goods for all U.S. trade partners.  It also provides the annual dollar value of U.S. exports and imports of manufactured goods for all U.S. trade partners.  You can find this data and more by going to usatrade.census.gov.  If you have any questions regarding U.S. international trade data, please call us at 1(800)549-0595 option #4 or email us at eid.international.trade.data@census.gov.

Tags: census
Organization: Department of Commerce
High-resolution lidar data for infrastructure corridors, Beechey Point Quadrangle, Alaska

In advance of design, permitting, and construction of a pipeline to deliver North Slope natural gas to out-of-state customers and Alaska communities, the Division of Geological & Geophysical Surveys (DGGS) has acquired lidar (light detection and ranging) data along proposed pipeline routes, nearby areas of infrastructure, and regions where significant geologic hazards have been identified. Lidar data will serve multiple purposes, but have primarily been collected to (1) evaluate active faulting, slope instability, thaw settlement, erosion, and other engineering constraints along proposed pipeline routes, and (2) provide a base layer for the state-federal GIS database that will be used to evaluate permit applications and construction plans. The digital surface model represents percent canopy cover (between 0 and 1). Cover metric was computed in Fusion (McGaughey 2007), which assesses the percentage of total first returns within each cell that were returned from the canopy. For more specifics on Fusion Gridmetric outputs see the fusion manual (page 56).

Tags: alaska, alaska highway corridor, alaska pipeline, beechey point quadrangle, gasline, geomorphology, lidar, lidar canopy cover, pipeline, proposed natural gas pipeline, raster image, remote sensing, state of, trans-alaska pipeline
Organization: State of Alaska
High-resolution lidar data for infrastructure corridors, Nabesna Quadrangle, Alaska

In advance of design, permitting, and construction of a pipeline to deliver North Slope natural gas to out-of-state customers and Alaska communities, the Division of Geological & Geophysical Surveys (DGGS) has acquired lidar (light detection and ranging) data along proposed pipeline routes, nearby areas of infrastructure, and regions where significant geologic hazards have been identified. Lidar data will serve multiple purposes, but have primarily been collected to (1) evaluate active faulting, slope instability, thaw settlement, erosion, and other engineering constraints along proposed pipeline routes, and (2) provide a base layer for the state-federal GIS database that will be used to evaluate permit applications and construction plans. The digital surface model represents percent canopy cover (between 0 and 1). Cover metric was computed in Fusion (McGaughey 2007), which assesses the percentage of total first returns within each cell that were returned from the canopy. For more specifics on Fusion Gridmetric outputs see the fusion manual (page 56).

Tags: alaska, alaska highway corridor, alaska pipeline, gasline, geomorphology, lidar, lidar canopy cover, nabesna quadrangle, pipeline, proposed natural gas pipeline, raster image, remote sensing, state of, trans-alaska pipeline
Organization: State of Alaska
High-resolution lidar data for infrastructure corridors, Tyonek Quadrangle, Alaska

In advance of design, permitting, and construction of a pipeline to deliver North Slope natural gas to out-of-state customers and Alaska communities, the Division of Geological & Geophysical Surveys (DGGS) has acquired lidar (Light Detection and Ranging) data along proposed pipeline routes, nearby areas of infrastructure, and regions where significant geologic hazards have been identified. Lidar data will serve multiple purposes, but have primarily been collected to (1) evaluate active faulting, slope instability, thaw settlement, erosion, and other engineering constraints along proposed pipeline routes, and (2) provide a base layer for the state-federal GIS database that will be used to evaluate permit applications and construction plans. The dataset represents ground-classified laser returns from the lidar survey and their associated geospatial coordinates.

Tags: alaska, alaska highway corridor, alaska pipeline, gasline, geomorphology, lidar, lidar las file format, point cloud data, proposed natural gas pipeline, remote sensing, state of, trans-alaska pipeline, tyonek quadrangle
Organization: State of Alaska
Subcontracting Network (SUBNet) System

SUBNet is a platform administered by SBA for other-than-small businesses (aka large businesses) that have Federal contracts with small business subcontracting plans to post current subcontracting opportunities for small businesses. Contractors can post notices of sources sought, solicitations, statements of work, and bidding information.

Tags: sb-awards, sba, small-business-subcontracting, subcontract, subcontracting-opportunities, subnet
Organization: Small Business Administration
High-resolution lidar data for infrastructure corridors, Nabesna Quadrangle, Alaska

In advance of design, permitting, and construction of a pipeline to deliver North Slope natural gas to out-of-state customers and Alaska communities, the Division of Geological & Geophysical Surveys (DGGS) has acquired lidar (light detection and ranging) data along proposed pipeline routes, nearby areas of infrastructure, and regions where significant geologic hazards have been identified. Lidar data will serve multiple purposes, but have primarily been collected to (1) evaluate active faulting, slope instability, thaw settlement, erosion, and other engineering constraints along proposed pipeline routes, and (2) provide a base layer for the state-federal GIS database that will be used to evaluate permit applications and construction plans.Lidar intensity images depict intensity values of the lidar-laser returns.

Tags: alaska, alaska highway corridor, alaska pipeline, gasline, geomorphology, lidar, lidar intensity image, nabesna quadrangle, proposed natural gas pipeline, remote sensing, shaded relief, state of, topographic map, trans-alaska pipeline
Organization: State of Alaska
Effects of Landfill Food Waste Diversion_April_12_2022

Dataset for Biodegradation Journal Manuscript "Effects of Landfill Food Waste Diversion- a Focus on Microbial Populations and Methane Generation" 

Excel file. 

This dataset is associated with the following publication:
Chickering, G., M. Krause, and A. Schwarber. Effects of Landfill Food Waste Diversion: a Focus on Microbial Populations and Methane Generation.   BIODEGRADATION. Springer, New York, NY, USA,  1-12, (2023).

Tags: food-waste, landfill, materials-management, methane
Organization: U.S. Environmental Protection Agency
2017 Lake County Elevation Data

<p><a href='https://clearinghouse.isgs.illinois.edu/node/1654' rel='nofollow ugc' target='_blank'>Click here to access the data directly from the Illinois State Geospatial Data Clearinghouse</a>.</p><p>This page from the Illinois Geospatial Data Clearinghouse includes download links for the following Lake County datasets specific to the 2017 LiDAR capture:</p><div><ul><li>Breaklines</li><li>LAS</li><li>Tile Index</li><li>Derivatives</li><li>Metadata </li></ul></div>

Tags: breaklines, las, lidar, tile-index, topography
Organization: Lake County, Illinois
Lot Cleaning Dispositions (No Longer Maintained)

This dataset is based on a legacy system that is no longer maintained by the NYC Department of Sanitation (DSNY). It contains information about the cleaning requests associated with different vacant lots. 

Some current data related to vacant lots can be found in the 311 Service Requests dataset at <a href="https://data.cityofnewyork.us/Social-Services/311-Service-Requests-from-2010-to-Present/erm2-nwe9">(https://data.cityofnewyork.us/Social-Services/311-Service-Requests-from-2010-to-Present/erm2-nwe9)</a>, and filtering the "Complaint Type" field for "Vacant Lot".

Organization: City of New York
GHG Dataset

this is the landfill gas flow, methane flow and carbon dioxide flow. 

This dataset is associated with the following publication:
Jain, P., J. Wally, T. Townsend, M. Krause, and T. Tolaymat. Greenhouse gas reporting data improves understanding of regional climate impact on landfill methane production and collection.   PLOS ONE. Public Library of Science, San Francisco, CA, USA, 16(2): e0246334, (2021).

Tags: emissions, greenhouse-gas, landfills, methane
Organization: U.S. Environmental Protection Agency
Dataset - A Computational Simulator for Incineration of Wastes Generated from Cleanup of Chemical and Biological Contamination Incidents

The figures in the paper are outputs from the model based on example run conditions.Figures 4 and 5 show comparisons between the model predictions and measured data from the EPA Lab Kiln module.  Figure 6 shows the difference between using the Z-Value and the Arrhenius approach to the kinetics of biological agent destruction.  Figures 7 and 8 are 3-D heat maps of the temperature and oxygen concentration, respectively, in the commercial rotary kiln module.  They are raster pictures so they are not the traditional x-y coordinate graphs.  Figure 9 shows streamlines within the primary combustion chamber of the commercial rotary kiln and predicted destruction of the GB nerve agent along those streamlines.  Figure 10 shows predicted gas temperature along a streamline in the commercial rotary kiln module.  Figure 11 shows example predictions of the mole fraction of 3 chemical warfare agents along streamlines in the commercial rotary kiln module. Figures 12 and 13 show predicted destruction and waste "piece" temperature of the biological agent Bacillus anthracis in bundles of carpet in the commercial rotary kiln. 

This dataset is associated with the following publication:
Lemieux, P., T. Boe, A. Tschursin, M. Denison, K. Davis, and D. Swenson. Computational simulation of incineration of chemically and biologically contaminated wastes.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION. Air & Waste Management Association, Pittsburgh, PA, USA, 71(4): 462-476, (2021).

Tags: biological-agent, chemical-warfare-agents, computer-simulation, incineration, incomplete-combustion
Organization: U.S. Environmental Protection Agency
Per- and Polyfluoroalkyl Substances (PFAS) in mixtures show additive effects on transcriptomic points of departure in human liver spheroids

Data for "Addicks GC, Rowan-Carroll A, Reardon A, Leingartner K, Williams A, Meier MJ, Moffat I, Carrier R, Lorusso L, Wetmore BA, Yauk C, Atlas E. Per- and Polyfluoroalkyl Substances (PFAS) in mixtures show additive effects on transcriptomic points of departure in human liver spheroids. Toxicol Sci. 2023 May 17:kfad044. doi: 10.1093/toxsci/kfad044. Epub ahead of print. PMID: 37195416.". 

This dataset is associated with the following publication:
Addicks, G., A. Rowan-Carroll, A. Reardon, K. Leingartner, A. Williams, M. Meier, I. Moffat, R. Carrier, L. Lorusso, B. Wetmore, C. Yauk, and E. Atlas. Per- and polyfluoroalkyl substances (PFAS) in mixtures show additive effects on transcriptomic points of departure in human liver spheroids.   TOXICOLOGICAL SCIENCES. Society of Toxicology, RESTON, VA,  194(1): 38-52, (2023).

Tags: benchmark-concentration, liver-spheroids, mixture-toxicity, new-approach-methodology, pfas, tempo-seqtm
Organization: U.S. Environmental Protection Agency
MagnusonMatthew_A-rr5q_dataset_20200526.docx

All data is tabulated within the journal article. This dataset is not publicly accessible because: All data is tabulated within the journal article. It can be accessed through the following means: All data is tabulated within the journal article. Format: All data is tabulated within the journal article. 

This dataset is associated with the following publication:
Kaminski, M., K. Sanders, K. Hepler, M. Magnuson, and J. Slagley. External Dose to Recovery Teams Following a Wide-Area Nuclear or Radiological Release Event.   HEALTH PHYSICS. Lippincott Williams & Wilkins, Philadelphia, PA, USA, 120(6): 591-599, (2021).

Tags: cesium-caesium, decontamination, dose, personnel, surface-contamination
Organization: U.S. Environmental Protection Agency
NARS Lake and Stream Predictor Dataset, V1

This dataset allows the user to explore the potential impacts of various environmental and anthropogenic drivers on observed growing season total phosphorus concentrations in lakes and streams across the United States.

Tags: lakes, legacy-nutrients, national-lakes-assessment, national-rivers-and-streams-assessment-program, nutrients, phosphorus, rivers, rivers-streams, total-phosphorus
Organization: U.S. Environmental Protection Agency
Chesapeake Bay Nutrient Inventory (1985-2019)

Leverage existing nutrient input/output data from the Chesapeake Bay Program's CAST database to develop nitrogen and phosphorus inventories. These inventories will highlight spatiotemporal variability in point and non-point source pollution throughout the watershed, and can be used to monitor progress in decreasing pollution sources as well as retrospective water quality analyses looking to explain past water quality trends. 

This dataset is associated with the following publication:
Sabo, R., B. Sullivan, C. Wu, E. Trentacoste, Q. Zhang, G. Shenk, G. Bhatt, and L. Linker. Major point and nonpoint sources of nutrient pollution to surface water have declined throughout the Chesapeake Bay watershed.   Environmental Research Communications. IOP Publishing, PHILADELPHIA, PA, USA, 4: 1-19, (2022).

Tags: agriculture, air-pollution, nitrogen-and-co-pollutants, phosphorus-and-nitrogen, surface-water, wastewater-treatment
Organization: U.S. Environmental Protection Agency
IEUBK evaluation dataset

All data are provided within report tables available on the website with appropriate header information. 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: Publicly available data used for this evaluation are located at https://cfpub.epa.gov/ncea/risk/
recordisplay.cfm?deid=351563. Additional BHSS details are publicly available at
https://cumulis.epa.gov/supercpad/cursites/csitinfo.cfm?id=1000195. Format: The data used for this evaluation were collected during routine BLL monitoring at the Bunker Hill Superfund (BHSS) site by the local Kellogg Idaho Panhandle Health District under the auspices of the Idaho Department of Environmental Quality (IDEQ). IDEQ contracts with Alta Science and Engineering, Inc. for technical, scientific, and engineering services at the BHSS, including maintaining the blood Pb and environmental databases. Alta maintains these data in a confidential (coded) format that prevents the identification of the participants and their home locations. With permission of IDEQ, Alta staff used paired BHSS BLL and environmental media concentration data to evaluate the IEUBK model v2.0. Transfer of individual or confidential data from Alta to SRC and EPA was expressly prohibited. 

This dataset is associated with the following publication:
Brown, J. Evaluation of IEUBK journal article.   Journal of Exposure Science and Environmental Epidemiology. Nature Publishing Group, London,  UK,  36123530, (2022).

Tags: bunker-hill, human-health-risk-assessment, ieubk-model, lead
Organization: U.S. Environmental Protection Agency
Biosolids PFAS data

Data were generated at the University of Florida. This dataset is not publicly accessible because: Data are not owned by EPA/ORD. It can be accessed through the following means: contact the study lead Dr. Timothy Townsend (ttown@ufl.edu). Format: Data were generated at the University of Florida. 

This dataset is associated with the following publication:
Thompson, J., N. Robey, T. Tolaymat, J. Bowden, H.M. Solo-Gabriele, and T. Townsend. Underestimation of Per- and Polyfluoroalkyl Substances in Biosolids: Precursor Transformation During Conventional Treatment.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 57(9): 3825-3832, (2023).

Tags: biosolids, per-and-polyfluoroalkyl-substances-pfas
Organization: U.S. Environmental Protection Agency
Two-Layer Soil Moisture Dynamics Model Development

The data are model generated volumetric soil moisture content and water fluxes. The purpose of the data is to illustrate model capability to simulate the two variables under complex surface and subsurface flux conditions. 

This dataset is associated with the following publication:
He, J., M.M. Hantush, L. Kalin, M. Rezaeinzadeh, and S. Isik. A two-layer numerical model of soil moisture dynamics: Model development.   JOURNAL OF HYDROLOGY. Elsevier Science Ltd, New York, NY, USA, 602: 126797, (2021).

Tags: model, richards-equation, root-zone, soil-moisture, vadose-zone
Organization: U.S. Environmental Protection Agency
Ohio County WV oil and gas mobile study dataset and data dictionary

This is the dataset and data dictionary for the paper titled "Quantification of natural gas and other hydrocarbons from production sites in northern West Virginia using tracer flux ratio methodology". 

This dataset is associated with the following publication:
Daube, C., S. Herndon, J. Krechmer, D. Johnson, N. Clark, T. Footer, and E. Thoma. Quantification of natural gas and other hydrocarbons from production sites in northern West Virginia using tracer flux ratio methodology.   Atmospheric Environment: X. Elsevier B.V., Amsterdam,  NETHERLANDS, 19: na, (2023).

Tags: agriculture, air-monitoring, climate-change, emissions, methane, ngem, ogi, oil-and-gas
Organization: U.S. Environmental Protection Agency
Pilot-scale simulators and metagenomic to understand the storage tank ecosystem (JAWWA)

An abundance matrix (Table - 16S rRNA taxonomy.xlsx) contains rows as taxonomic lineage, columns as samples, and entries representing the abundance of each lineage as a number of reads and percentage of all reads obtained for each individual sample.

A table (Table - antibiotic resistance genes.xlsx) contains rows as antibiotic resistance genes (AMR), columns as AMR gene symbol, AMR gene name, AMR type, AMR subtype, AMR class, and AMR subclass at each tank.

A table (Table - metabolic pathways relative abundance.xlsx) contains rows as metabolic pathways, columns as samples, and entries representing the relative abundance of each pathway.

A table (Table - samples.xlsx) with description of storage tank and their locations.

Tags: drinking-water-distribution-systems, microbial-communities, storage-tanks
Organization: U.S. Environmental Protection Agency
Data from Newes et al. from the Biomass Scenario Model focusing on ethanol_v1

This dataset was developed by the DOE's National Renewable Energy Lab to use the Biomass Scenario Model (BSM) to better understand how the RFS Program and other factors influenced the growth of the U.S. ethanol industry from 2002-2019. It is being published in a peer-reviewed journal article (STICS ID: ORD-041410). It examines the effect of five factors on the growth of the industry, including price competition between oil and ethanol, match blending, the RFS Program as embodied in Renewable Identification Numbers (RINs), the Volumetric Excise Tax Credit (VEETC), and methyl tert-butyl ether (MTBE) as an octane enhancer. 

This dataset is associated with the following publication:
Newes, E., C. Clark, L. Vimmerstedt, S. Peterson, D. Burkholder, D. Korotney, and D. Inman. Ethanol production in the United States: The roles of policy, price, and demand.   Energy Policy. Elsevier BV, AMSTERDAM,  NETHERLANDS, 161: 1-10, (2021).

Tags: biofuels, corn, ethanol, renewable-fuel-standard
Organization: U.S. Environmental Protection Agency
ACS 5-Year Subject Tables

The American Community Survey (ACS) is an ongoing survey that provides data every year -- giving communities the current information they need to plan investments and services. The ACS covers a broad range of topics about social, economic, demographic, and housing characteristics of the U.S. population. The subject tables include the following geographies: nation, all states (including DC and Puerto Rico), all metropolitan areas, all congressional districts, all counties, all places and all tracts. Subject tables provide an overview of the estimates available in a particular topic.  The data are presented as both counts and percentages.  There are over 66,000 variables in this dataset.

Tags: census
Organization: Department of Commerce
1987 County Business Patterns: Business Patterns

County Business Patterns (CBP) is an annual series that provides economic data by industry at the U.S., State, County and Metropolitan Area levels. This series includes the number of establishments, employment during the week of March 12, first quarter payroll, and annual payroll. CBP provides statistics for businesses with paid employees for the U.S., Puerto Rico, and the Island Areas. Census Bureau staff identified a processing error that affects selected data from the 2014 County Business Patterns (CBP). As a result, we suppressed 2014 employment and payroll totals in the Health Care and Social Assistance sector (Sector 62) for the following geographies: U.S.; Michigan; Battle Creek, MI metro area; Calhoun County, MI; and the 3rd congressional district of Michigan. This processing error did not affect other sectors. While suppressed values can be derived by subtraction, we do not recommend using the derived values in any analyses.  The Census Bureau plans to release revised statistics at a later date.

Tags: census
Organization: Department of Commerce