cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23719/1530987
title: (Non)targeted Chemical Analysis and Risk Assessment of Organic Contaminants in Darkibor Kale Grown at Rural and Urban Farms

description: PDF - Pesticide mix and quantification, recovery test, photos of cultivated kale, by site, histogram of recovery values, scatter plot of RT versus recovery values, calibration curves for nDATA compounds, initial PCA before outlier removal, RT versus annotated molecular weight, screen plot, contribution of variables (all compounds), contribution of variables (top 40 compounds), limit of detection, limit of quantification, standard deviation of weighted residuals, hazard score, quality score, and completeness score

Excel - List of compounds in the pesticide mix, compound Discoverer workflow, Monte Carlo simulation concentration input, two-day average consumption of kale, points of departure for compounds in Monte Carlo simulation, scores calculation conversion reference table, human health-relevant end points included in this, replicate injections and blind duplicates quality control summary, detected compounds and concentration in kale samples, Level 2 compounds identified using nontargeted chemical analysis, harmonized functions for Level 2 compounds, Monte Carlo simulation results, summary statistics for the Monte Carlo simulation, minimum margins of exposure by compound and life stage, and quality, completeness, and hazard scores for Level 2 compounds
DOI: 10.23719/1531005
title: Dataset for "Microbial Treatment Targets for Potable and Non-Potable Water Reuse – A Comprehensive Update and Harmonization"

description: An Excel file containing spreadsheets that align with each of the tables in the paper.
DOI: 10.23719/1531028
title: Full dataset for Far-UVC HEPA infectious aerosols manuscript

description: Full dataset for "Factors affecting reduction of infectious aerosols by far-UVC and portable HEPA air cleaners"
DOI: 10.23719/1531694
title: Data Tables

description: Data tables are in two excel file worksheets. The first sheet, labeled 'Fitted Filtration Efficiency' has columns with subject, mask & condition (baseline or with clip), Chamber Relative Humidity (%) and Temperature (degrees Celsius), the Overall Fitted Filtration Efficiency mean (across four exercises) and standard deviation. The second sheet, labeled 'Sex' has columns with the subject number and their biological sex (F = Female, M = Male).
DOI: 10.23719/1531727
title: Zinc x-ray absorption spectroscopy (XAS) data and speciation modelling by linear combination fitting (LCF) with standard spectra

description: Soil samples were collected from the remediated site according to methods included in the manuscript. Soil samples were prepared by grinding in mortar and pestle and pressing into a 7-mm diameter pellet for X-ray absorption measurement. Sample pellets were measured at Argonne National Laboratory's Advanced Photon Source (APS) in Chicago, IL. X-ray fluorescence was collected while scanning x-ray energy belowe and above the Zinc (Zn) K-edge (9659 eV). Spectra were energy calibrated, background subtracted and spectra modelled in the Athena module of the Demeter software package. Linear combination of standard spectra of Zn species were used to model sample spectra. Model data is in this attached dataset.
DOI: 10.23719/1531752
title: United States Environmental Protection Agency Emissions Data on the HTAP_v3 grid for the years 2002-2017

description: This dataset contains the EPA submission to the HTAP_v3 emission mosaic for the years 2002-2017 on the HTAP_v3 grid (0.1 degree by 0.1 degree). These data were based  on the same inventories used in EPA's Air Quality Time Series (EQUATES) (https://www.epa.gov/cmaq/equates).  Data for the years 2000,2001, and 2018 were not provided directly but were extrapolated by the HTAP_v3 mosaic team outside of EPA.  For PM2.5 and PM10, EC and OC, separate files for fugitive dust are also provided since the base inventory was adjusted for meteorology or land use.
DOI: 10.23719/1531759
title: Lithium removal from drinking water

description: Lithium and co-occurring constituents from pilot- and full-scale drinking water treatment plants
DOI: 10.23719/1531776
title: Ozone exposure observed and predicted biomass at Aspen FACE

description: Data for the tables and figures for Herrick et al. 2024
DOI: 10.23719/1531799
title: Northeastern U.S. State Consumption-Based Emission Inventories 2012-2020 - Supporting Files

description: These datasets include USEEIO State models for Connecticut (CT), Massachusetts (MA), Maine (ME), New Hampshire (NH), New Jersey (NJ), New York (NY), Rhode Island (RI), and Vermont (VT) for each year from 2012-2020 that were used to calculate the consumption-based emissions inventories (CBEI) for those states that are described in the associated publication. The models are provided in Excel format and 9 models for each year 2012-2020 are contained in  a ZIP archive for each state, where each zip file starts with the standard two-digit abbreviation for the state. Models for other states use the EPA disaggregated state inventory for that state. Models for ME, NY, and VT have "GHGc" in the file names because they were based on a custom state-provided Greenhouse Gas Inventory (GHGI). For each model in an Excel file, the tabs and fields are defined by the useeior Model specification format (see link below). The models can also be accessed in R data (.rds) format through the related link provided below. The file "CBE_Totals_By_CommodityandRegion_NEstates_2012-2022.xlsx" contains detailed results of the CBEI with total consumption-based emissions (CBE) in million metric tons by commodity and region of origin for each state for each year of the analysis.
DOI: 10.23719/1531807
title: EMF37_EPAUS9rTIMES scenario results

description: Dataset represents the final results of the EPAUS9r TIMES model scenario runs for the Energy Modeling Forum EMF 37.
DOI: 10.23719/1531855
title: Buse_R6 RARE_dataset_ORD-055124

description: Dataset accompanying published journal article: at Microbial and physicochemical water quality changes within distribution and premise plumbing systems during a chlorine conversion | PLOS Water.
DOI: 10.23719/1531868
title: Non-Wovens Paper Dataset

description: Data from non-woven glove box experiments with Bacillus atrophaeus and ClO2
DOI: 10.23719/1531912
title: PFAS Data for Municipal Impact

description: PFAS Data for Municipal Impact from residential pump stations and septage.
DOI: 10.23719/1531913
title: CMAQ data used in Gaston et al. 2024 (https://doi.org/10.5194/acp-24-8049-2024)

description: This Dataset includes 2002-2011 daily average air quality concentrations of multiple species (fine and coarse mode aerosol sulfate, nitrate, calcium, potassium, and sodium; benzene; CO; H2O2; OH; SO2) for Barbados estimated from the Community Multiscale Air Quality (CMAQ) model as part of the EPA's Air Quality Time Series (EQUATES) Project. CMAQ estimates were from simulations of the Northern Hemisphere with horizontal grid spacing of 108 km x 108 km.  Model estimates were extracted from the lowest CMAQ model layer (∼ 10 m in thickness) for a source area over the Atlantic Ocean to the east of the island from 14.3989 to 11.45667° N latitude and 59.5627 to 56.54487° W longitude (equivalent to 16 model grid cells with 1 cell over Ragged Point and the others to the east of the site).  Modeled meteorological estimates (surface temperature, relative humidity, wind direction, wind speed) for the same set of grid cells was also extracted from simulations of the Weather and Research Forecasting (WRF) meteorological model used in the EQUATES project. Data for each model variable are provided as text files (one file for each variable and year) including date, grid cell center longitude and latitude, grid cell elevation and the the daily average model concentrations.  Text files are compressed into .zip files for each variable.
DOI: 10.23719/1531983
title: Dataset for "Modeling the Air Quality Impacts of Future Energy Scenarios", by Shankar et al.

description: This file describes the dataset used in the following manuscript: 
Shankar, U., B. N. Murphy, M. A. Weber, Y. Ou, S. J. Smith, D. H. Loughlin, C. G. Nolte, "Modeling the Air Quality Impacts of Future Energy Scenarios".
This manuscript describes the linkage between a human-Earth system model and a chemical transport model to simulate the air quality impacts of potential large-scale changes in the U.S. energy system.

This dataset includes emissions outputs from simulations conducted using the Global Change Analysis Model (GCAM) with state-level representation of the U.S. energy system (GCAM-USA). It also includes a script that is used to generate an emissions control file for the Community Multiscale Air Quality (CMAQ) model, along with the CMAQ source code used in this study. 

Finally, the dataset includes Excel workbooks that contain data for some of the figures used in the manuscript, as well as postprocessed CMAQ outputs and scripts used to create other figures that appear in the manuscript.
DOI: 10.23719/1532028
title: Dataset: Screening Causal Assessment of Brook Trout Occurrence and Road Runoff 20250218

description: Pedigree of all data and processing included in the manuscript.  Open zip file then access pedigree folder for file describing all other folders, links, and data dictionary
Items:
NOTES: Description of work and other worksheets.
Pedigree: Summary	source files used to create figures and tables.
DataFiles: 	Data files used in the R code for creating the figures and tables.
DataDictionary: 	Data file titles in all data files
Data:	Data file uploaded to Science Hub
Output:	Files generated from R scripts
Plot:	        Plots generated from R scripts and other software
R_Scripts:	Clean R scripts used to analyze the data, generate figures and tables
Result:	Tables generated from R scripts
DOI: 10.23719/1532046
title: EHP Glucose Stress Science Hub File

description: This Science Hub file provides access to raw data published in Environmental Health Perspectives from the publication entitled Stress Drivers of Glucose Dynamics during Ozone Exposure Measured Using Radiotelemetry in Rats. This study used implantable telemetry in rats to assess real-time changes in circulating glucose during and after exposure to ozone and mechanistically linked responses to neuroendocrine stress hormones.
DOI: 10.23719/1532066
title: Total F Comparison Data_SciHub

description: Total F Comparison Data_SciHub
DOI: 10.23719/1532078
title: NIHMS1933008-supplement-Supplementary_data_1 (1)

description: This ScienceHub entry provides Associated Data (Supplementary data 1) from the published manuscript Comput Toxicol. 2023 Jan 25;25:100261. doi: 10.1016/j.comtox.2023.100261. Further availability of data, as stated in the manuscript, will be made available on request.
DOI: 10.23719/1532105
title: A dataset of benthic DNA metabarcoding data from rivers and streams

description: These are auxiliary data that complement the dataset associated with subproduct SSWR.401.1.2.24 and can be used to further explore and expand approaches and applications developed therein. (SSWR.401.1.2.24: Using DNA metabarcoding to characterize national scale diatom-environment relationships and to develop indicators in streams and rivers of the United States)
DOI: 10.23719/1532138
title: Anthropometric Database for Disposable Respirator and Mask Performance

description: This dataset comprises craniometric and anthropometric dimensions from over 300 participants collected as part of the FACEFIT and FACEFIT2.0 projects. This data was collected and compiled according to ISO #7250-1 and 15535 using a 3D camera and standard calipers.
DOI: 10.23719/1532143
title: Fitted Filtration Efficiency of Commonly Worn Disposable Respirators and Ear-loop Masks

description: The fitted filtration efficiency of the most commonly worn disposable respirators and ear loop masks as measured using condensation particle counters.
DOI: 10.23719/1532153
title: California aquatic environmental DNA

description: This data set represents environmental DNA (eDNA) data obtained from water samples collected in the Sacramento River watershed and in the Central Valley, CA, USA. Specifically, Metabarcoding and quantitative polymerase chain reaction (qPCR) data targeting the piscine assemblage in the Sacramento River and the and brachiopod species in Vernal pools.

“This research dataset has been reviewed in accordance with U.S. Environmental Protection Agency (U.S. EPA), Office of Research and Development, and approved for release. Mention of brand names or vendors does not constitute an endorsement of products or services by the U.S. EPA.”"
DOI: 10.23719/1532224
title: 2012-2022 State-Level Greenhouse Gas Emission Totals by Industry

description: These data are an update to 2012-2020 Greenhouse Gas National- and State-Level Emission Totals by Industry (https://doi.org/10.23719/1529805). Data for 2021 and 2022 are added and are aligned with the 2012-2022 National-Level Greenhouse Gas Emission Totals by Industry (https://doi.org/10.23719/1531141). The Excel file contains a sheet with these totals by state and sector and year for each year in the time series along with metadata. Links are provided to the datasets in parquet format as generated by FLOWSA. Supporting metadata for each dataset is provided in the links. 

The primary emissions source was updated to use the EPA "Inventory of U.S. Greenhouse Gas Emissions and Sinks by State" 2024 report. The industry classifications were updated to use 2017 North American Industry Classification Codes. The code used to generate the datasets is available in the FLOWSA v2.0.5 tool (https://github.com/USEPA/flowsa/tree/v2.0.5). Values are given in total kilograms emitted for the given year, sector and location. Please see the related publication for more background information. https://cfpub.epa.gov/si/si_public_record_Report.cfm?dirEntryId=360507&Lab=CESER

Validation:
A supporting zip archive (GHG_by_Sector_and_State_2012-2022_validation.zip) is provided with results of various validation checks.
Files with the pattern 'GHG_XXXX_rel_state_flow_comparison.csv' where 'XXXX' is the data year show totals by gas in a given year summed across states from this dataset ('state' field) compared to previously published national totals by gas produced from the national totals by industry ('national' field) for the same year. 'comp' is a ratio of 'state':'national'. All other fields are the same as those found in the FLOWSA flow-by-sector data format.
Files with the pattern 'GHG_XXXX_rel_state_sector_comparison.csv' where 'XXXX' is the data year show the totals by gas by industry in a given year summed across states by gas and by industry compared to national totals by gas by industry by year. Fields have the same meaning as described above.
Additional validation and log files of the associated FLOWSA model runs can be found on the EPA Data Commons (https://dmap-data-commons-ord.s3.amazonaws.com/index.html#flowsa/FlowBySector/) where the parquet and metadata files reside and have the same file names but end in .log and _validation.log. Please read more in the FLOWSA documentation to understand these files. 

Preferred Citation:
Please cite this dataset as Young, Ben, Ingwersen, Wesley. 2025. 2012-2022 State-Level Greenhouse Gas Emission Totals by Industry. Data.gov. https://doi.org/10.23719/1532224
DOI: 10.23719/1528466
title: AnCOR Task 2.1 Modeling Data

description: Stormwater modeling results for spore transport.
DOI: 10.23719/1528501
title: Virginia Site A Database

description: The dataset is comprised of VOC concentrations of soil gas, outdoor and indoor air samples collected at the site for the duration of this study.
DOI: 10.23719/1528672
title: PFAS in vitro data set

description: Results of single concentration and concentration response testing of 165 PFAS samples from the USEPA ToxCast chemical library in nine (9) thyroid relevant assays. Chemicals were first screened in single concentration ('Single Concentration' tab) and then those chemicals with 50% or greater activity were further tested in concentration-response mode ('Concentration Response' tab).
DOI: 10.23719/1528693
title: Demonstrating the Use of Non-targeted Analysis for Identification of Unknown Chemicals in Rapid Response Scenarios

description: John T. Sloop, Alex Chao, Jennifer Gundersen, Allison L. Phillips, Jon R. Sobus, Elin M. Ulrich, Antony J. Williams, and Seth R. Newton, Environmental Science & Technology 2023 57 (8), 3075-3084, DOI: 10.1021/acs.est.2c06804
DOI: 10.23719/1529161
title: O'Shaughnessy et al. 2023

description: Data for O'Shaughnessy et al. 2023 - Bypassing the Brain Barriers: Upregulation of Serum miR-495 and miR-543-3p Reflects Thyroid-Mediated Developmental Neurotoxicity in the Rat
DOI: 10.23719/1529409
title: WNTR Landslides Dataset 080423

description: This dataset includes the WNTR simulation results of the impacts associated with landslide potential areas in a Pennsylvania drinking water utility. The analysis also includes the potential impacts associated with pipes that if broken might be difficult to repair. In addition, the results also include social vulnerability index data to associated with the population impacted data.
DOI: 10.23719/1529537
title: River basin simulations reveal wide-ranging wetland-mediated nitrate load reductions

description: Supporting information for "River basin simulations reveal wide-ranging wetland-mediated nitrate load reductions". Supporting information includes the calibrated baseline model and the modified Soil and Water Assessment Tool (SWAT) source code and executable file. The supporting information also provides metadata -- and download links -- for the model input and output files for all model runs described in the manuscript.
DOI: 10.23719/1529956
title: Soil fauna data

description: This is data set of meso-fauna from rain gardens, other stormwater controls and background sites. Data also include loss on ignition, bulk density and penetrometer.
DOI: 10.23719/1529982
title: Housing, wildfire smoke, and allostatic load in mice_complete data

description: Raw data used to calculate means and perform statistical analysis for the figures presented in Fiamingo et al. manuscript - Presents cardiopulmonary, biological and other related data.
DOI: 10.23719/1529988
title: Tillamook Estuary, Oregon 2017/2018 Coastal Acidification Case Study

description: Synoptic survey and continuous monitoring data for coastal acidification in Tillamook Estuary, OR, USA
DOI: 10.23719/1530092
title: Intratracheal instillation of respirable particulate matter elicits neuroendocrine activation

description: Objective: Inhalation of ozone activates central sympathetic-adrenal-medullary and hypothalamic-pituitary-adrenal stress axes. While airway neural networks are known to communicate noxious stimuli to higher brain centers, it is not known to what extent responses generated from pulmonary airways contribute to neuroendocrine activation.

Materials and methods: Unlike inhalational exposures that involve the entire respiratory tract, we employed intratracheal (IT) instillations to expose only pulmonary airways to either soluble metal-rich residual oil fly ash (ROFA) or compressor-generated diesel exhaust particles (C-DEP). Male Wistar-Kyoto rats (12-13 weeks) were IT instilled with either saline, C-DEP or ROFA (5 mg/kg) and necropsied at 4 or 24 hr to assess temporal effects.

Results: IT-instillation of particulate matter (PM) induced hyperglycemia as early as 30-min and glucose intolerance when measured at 2 hr post-exposure. We observed PM- and time-specific effects on markers of pulmonary injury/inflammation (ROFA>C-DEP; 24 hr>4hr) as corroborated by increases in lavage fluid injury markers, neutrophils (ROFA>C-DEP), and lymphocytes (ROFA). Increases in lavage fluid pro-inflammatory cytokines differed between C-DEP and ROFA in that C-DEP caused larger increases in TNF-α whereas ROFA caused larger increases in IL-6. No increases in circulating cytokines occurred. At 4 hr, PM impacts on neuroendocrine activation were observed through depletion of circulating leukocytes, increases in adrenaline (ROFA), and decreases in thyroid-stimulating-hormone, T3, prolactin, luteinizing-hormone, and testosterone. C-DEP and ROFA both increased lung expression of genes involved in acute stress and inflammatory processes. Moreover, small increases occurred in hypothalamic Fkbp5, a glucocorticoid-sensitive gene.

Conclusion: Respiratory alterations differed between C-DEP and ROFA, with ROFA inducing greater overall lung injury/inflammation; however, both PM induced a similar degree of neuroendocrine activation. These findings demonstrate neuroendocrine activation after pulmonary-only PM exposure, and suggest the involvement of pituitary- and adrenal-derived hormones.
DOI: 10.23719/1530705
title: Growth metrics and bleaching indicators of coral and sediment-influenced water quality parameters - Data set

description: This data set includes metrics of growth pertaining to Atlantic corals (Montastraea cavernosa and Stephanocoenia intersepta) exposed to fine-grained, sediment. Data also include bleaching indicators and measurements of sediment-influenced water quality.
DOI: 10.23719/1530967
title: Smoot et al_Burn pit developmental data

description: Raw data for Smoot et al Burn pit manuscript
DOI: 10.23719/1531018
title: Data supporting CRACMM2 formaldehyde updates

description: This data archive supports the publication by Skipper et al. 2024 describing development of updates to secondary formaldehyde production in CRACMM version 2 and evaluation against satellite-, aircraft-, and ground-based formaldehyde observations. Links are provided to the CMAQ and CRACMM code repositories, FIREX-AQ aircraft observations, and several formaldehyde surface observation datasets. The contents of the zip file are detailed in the README.txt file. The zip file contains the exact CMAQ code used to run the CMAQ simulations described in the paper, paired observation-model csv files for several species, as well as datasets and code that can be used to recreated the figures in the main text of the paper. Data and code for recreating the figures can also be found on github (https://github.com/tnskipper/hcho_cracmm2_paper).
DOI: 10.23719/1531046
title: EQUATES data supporting   Impact of Heatwaves and Declining NOx on Nocturnal Monoterpene Oxidation in the Urban Southeastern United States

description: Links are provided for the EPA CMAQ github repository, public EQUATES dataset, and CMAQv5.3.2 code archive.
DOI: 10.23719/1531083
title: Boise_SLM_ambeint_data_2019_08_files

description: Boise Saint Luke's Meridian site EPA ORD ambient 1-minute CO, CO2, O3, NO, NO2, NOx, and NH3 data from August 1 -30, 2019 utilized in the manuscript is included along with their respective quality assurance flags. Boise Saint Luke's Meridian site Drexel University CIMS instrument formic acid, acetic acid, propionic acid, pentanoic acid, pyruvic acid, and hydrogen cyanide; and EPA ORD CO, CO2, O3, NO, NO2, NOx, and NH3 15-minute integrated data from August 14 - 30, 2019 utilized for Positive Matric Factorization (PMF) model analysis is included. Metadata tabs are provided in both data spreadsheet files describing the instruments used to generate the data and the reporting units.
DOI: 10.23719/1531662
title: Effects of the diphenyl herbicide, oxyfluorfen, on thyroid hormones in the juvenile rat following 4- and 8-day exposure..

description: Data on hormone and chemical analysis is included for the effects of oxyfluorfen on thyroid hormones in the 4- and 8-day exposed juvenile rats.
DOI: 10.23719/1531709
title: Perfluoroalkyl Chemical Adsorption by Granular Activated Carbon: Assessment of Particle Size Impact on Equilibrium Parameters and Associated Rapid Small-Scale Column Test Scaling Assumptions Data Set

description: Data set associated with the manuscript Perfluoroalkyl Chemical Adsorption by Granular Activated Carbon: Assessment of Particle Size Impact on Equilibrium Parameters and Associated Rapid Small-Scale Column Test Scaling Assumptions.