cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23719/1521110
title: Risk-based Decision Support Tool (DST) for TMDL analysis and Watershed Health assessment demonstration dataset (Upper Mississippi River Basin, Ohio River Basin, Maumee River Basin)

description: The data set is composed of inputs and outputs of the DST demonstration and application to risk-based TMDLs and water quality risk assessment in Midwest river basins (Upper Mississippi River, Ohio River, and Maumee River)
DOI: 10.23719/1521323
title: Release and transformation of nanoparticle additives from surface coatings on pristine & weathered pressure treated lumber--Data Set

description: The data set contains all data used to generate the figures included in the publication, Release and transformation of nanoparticle additives from surface coatings on pristine & weathered pressure treated lumber surfaces1.  The data is arranged by figures and the excel spreadsheet tabs indicate the figure the data is from.  All the data presented in the excel file is clearly labeled.

1. Thornton, S.B.; Boggins, S.J.; Peloquin, D.M.; Luxton, T.P. and Clar, J.G. (2020). Release and transformation of nanoparticle additives from surface coatings on pristine & weathered pressure treated lumber. Science of the Total Environment 737: 7.
DOI: 10.23719/1522398
title: Pinones VESPER SciHUB

description: The data is described by the Excel sheet tab names.  For example, the first Sheet "Treatment designation" shows whether the sample came from a classroom that received the HEPA or Control treatment.  The second Sheet, Schools all" shows the ERMI results for  each of the classrooms.  The third Sheet, "Homes all", shows the ERMI results for each of the homes.  Each tab name describes what is found on that sheet.
DOI: 10.23719/1522591
title: Opportunistic pathogens and drinking water parameters

description: They are qPCR data for opportunistic pathogens and drinking water parameters.
DOI: 10.23719/1522605
title: Climate effects on US infrastructure: the economics of adaptation for rail, roads, and coastal development

description: Data and code supporting journal Climatic Change paper with title "Climate effects on US infrastructure: the economics of adaptation for rail, roads, and coastal development".
DOI: 10.23719/1522655
title: Data for Modeling secondary organic aerosol formation from volatile chemical products

description: Data contains CMAQ code, VCPy code, CMAQ input files, and output files used in the work of Pennington et al.
DOI: 10.23719/1522865
title: Individual FEGS x BMP tables 

description: Final ecosystem goods and services (FEGS) that may be associated with several different best management practices (BMPs).
DOI: 10.23719/1522928
title: wildfire impacts on water temperature

description: This table provides all the source websites that were used in the dataset for this journal article
DOI: 10.23719/1523120
title: Dataset for West Virginia Pneumatic Controller Study

description: This dataset contains the data presented in the figures of "Evaluating Natural Gas Emissions from Pneumatic Controllers from Upstream Oil and Gas Facilities in West Virginia"
DOI: 10.23719/1523131
title: Geographical and Seasonal Patterns in the Carbonate Chemistry of Narragansett Bay, RI

description: This data comprises geographical and seasonal patterns in water quality and carbonate chemistry parameters in Narragansett Bay, RI, USA. Direct measurements of salinity, temperature, dissolved oxygen concentration, dissolved oxygen percent saturation, pH on the NBS scale, dissolved inorganic carbon concentration, and total alkalinity concentration were performed during monthly sampling cruises carried out over three years. The information provided by carbonate chemistry analysis allowed for the characterization of acidification in this estuary.
DOI: 10.23719/1524629
title: Data compilation  Carbon Limitation

description: Data used to generate statistical analysis in the manuscript "Carbon limitation in response to nutrient loading in an eelgrass mesocosm: influence of water residence time on eutrophication expression" by Kaldy, Brown and Pacella
DOI: 10.23719/1524744
title: Supply Chain GHG Emission Factors for US Commodities and Industries v1.1.1

description: Tables presenting supply chain and margin emission factors and data quality scores for US commodities and industries calculated from USEEIO models at two levels of commodity/industry categorization, detail and summary, for both industries and commodity, and annually from 2010-2016. See the EPA report for full details on emission factor preparation. These factors were produced by knitting the GenerateEmissionFactorsDataset.Rmd file in RStudio using the supply-chain-factors code, v1.1.1 at https://github.com/USEPA/supply-chain-factors/releases/tag/v1.1.1.
DOI: 10.23719/1524746
title: Supporting dataset for manuscript "Spatial analysis of future climate risk to stormwater infrastructure"

description: This dataset contains model simulation results described in the article "Spatial analysis of future climate risk to stormwater infrastructure". Simulations were  conducted for 2,509 weather stations located across the U.S. where NOAA Atlas 14 precipitation statistics are available. Simulations were not conducted in northwest States because the methodology requires NOAA Atlas 14 statistics which are not available in this region. Climate change scenarios are based on LOCA-downscaled CMIP5 GCM output for mid-century. Scenarios evaluated represent the 90th, median, and 10th percentile GCMs across the LOCA ensemble for each Atlas 14 location and recurrence interval, for event durations from 1 to 24 hours and recurrence intervals from 2 to 100 years. Future precipitation estimates are converted to runoff with EPA’s Storm Water Management Model version 5 (SWMM5) on a unit-area basis for a simple generic catchment.  We evaluate the effects of changes in specific duration-frequency events on wet detention and bioretention based stormwater BMPs.
DOI: 10.23719/1524774
title: Summary of Evaluation of Commercially Available Air Sensor Performance in Biomass Burning Plumes

description: Reference and sensor data from grassland prescribed burn experiments in 2017 and chamber burn experiments in 2018 used in the paper "Summary of Evaluation of Commercially Available Air Sensor Performance in Biomass Burning Plumes" by Whitehill et al.
DOI: 10.23719/1526323
title: Effects of Landfill Food Waste Diversion_April_12_2022

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

Excel file
DOI: 10.23719/1527632
title: Supplementary data for Joint species distribution models reveal geographical variation in taxon-specific sensitivities and tolerances to potential anthropogenic alteration

description: This is coefficient estimates and model performance metrics from the EPA National Rivers and Streams Assessment data.
DOI: 10.23719/1527705
title: Niagara River Trib Sample Data FINAL.xlsx

description: Tables with data on the macroinvertebrate communities at multiple sites. Data list how many individuals of each of several taxa were retrieved from each site/ station.
DOI: 10.23719/1527708
title: Evaluation of Variability across Rat Acute Oral Systemic Toxicity Studies

description: Dataset for Karmaus et al. journal article 'Evaluation of Variability across Rat Acute Oral Systemic Toxicity Studies', published in Toxicological Sciences in July 2022 ( https://doi.org/10.1093/toxsci/kfac042). The Excel data file is from the following link in the article: 
The compiled data allowed for comprehensive characterization of the variability and performance for the rat acute oral toxicity study. The data set is available for download via the National Toxicology Program’s Integrated Chemical Environment (https://ice.ntp.niehs.nih.gov/)
DOI: 10.23719/1527958
title: Background Specific Conductivity and Associated 5% Extirpation Estimates in Arkansas

description: This is a detailed pedigree of the data sets, figures, tables, and R-code for the technical support document: Background Specific Conductivity and Associated 5% Extirpation Estimates in Arkansas. EPA/600/R-22/215. The data set includes curated data for specific conductivity, major ions, estimated background SC from observed and modeled data, and estimated 5% extirpation values.
DOI: 10.23719/1528050
title: Swiss needle cast foliage retention metrics 

description: Swiss needle cast foliar retention metrics
DOI: 10.23719/1506036
title: Enhancement of RNA from  FFPE v27.2

description: This data set is composed of Tables, Figures, zip file containing the whole manuscript individual datasets.
DOI: 10.23719/1518534
title: Chicago TW II Manuscript Data

description: A single excel file describes data from the manuscript entitled In vitro effects-based method and water quality screening model for use in pre- and post-distribution treated waters. The file is separated by figure, or figure panels, using tabbed sheet pages. Metadata, such as column headings with experimental details such as specific units of measure, sampling sites and treatments are included for each data set. A glossary of terms is provided to define the many abbreviations and acronyms used throughout the data file. Finally, narrative information has been added in data margins to describe data analysis.
DOI: 10.23719/1518683
title: Data for Modeling lateral plume deflection in the wake of an elongated building

description: The plume dispersion model AERMOD provides an efficient method for modeling ground-level pollutant concentrations in wakes of buildings. In recent years, several studies have shown that the downwash algorithms within AERMOD often perform poorly in certain applications. Some studies have proposed modifications to the downwash algorithm in AERMOD to bring the model closer to representing the underlying physical processes associated with building downwash and closer to more accurately modeling observed pollutant concentrations. One such study by Monbureau et al. (2018) made changes to the model that significantly improved its ability to model ground level concentrations for a simple case of a single rectangular building with an elevated, effluent-emitting stack experiencing winds perpendicular to the upwind side of the building. The present study introduces a simple algorithm to enhance AERMOD’s ability to appropriately match the dispersion pattern in the complex flow case of non-orthogonal winds. This algorithm, which is based on a rich set of Large-Eddy Simulations (LES), applies to a variety of building dimensions, stack locations, and stack heights. A sensitivity analysis demonstrates how additional modifications to the downwash algorithm may further improve AERMOD in modeling the spatial location of observed ground-level effluent.
DOI: 10.23719/1519298
title: Ozone reacts with carbon black to produce a fulvic acid-like substance and increase an inflammatory effect

description: Figure 2.  Cell non-heme iron concentrations following 4 (A) and 24 (B) hr exposures of BEAS-2B cells to media, carbon black treated with air (CB-Air), carbon black treated with ozone (CB-O3), and Suwanee River fulvic acid (SRFA).  Incubations were without and with 200 μM FAC.  Exposures to CB-Air, CB-O3, and SRFA did not impact cell non-heme iron relative to media at either time point.  Exposure to FAC increased cell non-heme iron but co-exposure with CB-O3 was associated with significantly increased non-heme iron concentrations at both 4 (A) and 24 (B) hr.  Exposures of BEAS-2B cells to FAC increased cell ferritin levels after 24 hr relative to media alone (C).  However, co-exposure of CB-O3, and SRFA with FAC was associated with significantly elevated cell ferritin concentrations (C).  Two-way ANOVA indicated that both addition of FAC and exposure group significantly impacted cell non-heme iron.  

Figure 3.  Release of IL-8 and IL-6 after 24 hr exposure of BEAS-2B cells to media, carbon black treated with air (CB-Air), carbon black treated with ozone (CB-O3), and Suwanee River fulvic acid (SRFA).  Exposure to CB-O3 and SRFA significantly increased the release of IL-8 and IL-6. FAC treatment significantly diminished this response.
DOI: 10.23719/1519318
title: Final_Wildland_Fire_Sensor_Challenge_Public_Data

description: Wildland Fire Sensor Challenge Solver sensor system measurements and EPA reference method measurements (PM2.5, carbon monoxide, carbon dioxide, ozone) from Phase I EPA research chamber (Chapel Hill, NC) and Phase II U.S. Forest Service (Missoula, MT) combustion chamber testing.
DOI: 10.23719/1519331
title: From field to groundwater: Quantifying crop N budgets, performance metrics and nitrate leaching in the southern Willamette Valley, Oregon

description: This file contains water balances, monthly nitrate leaching and concentrations, field site descriptions and field crop inputs and harvest information.
DOI: 10.23719/1519349
title: The Tox21 10K Compound Library: Part 1 - Collaborative chemistry advancing toxicology

description: Table S1: Tox21 IDs mapped to NCGC IDs, PubChem IDs, and DSSTox IDs, and indicating NCATS, NTP and EPA partner library associations (date stamped February 24, 2020). Table S2: DSSTox TOX21SL list of substance IDs and structure formula, molecular weight, SMILES, InChI, and QSAR-ready SMILES (downloaded January 24, 2020). Table S3: DSSTox TOX21SL DTXSID overlaps with EPA CompTox Dashboard lists (downloaded January 24, 2020). Table S4: Predicted physicochemical properties and toxicities generated from OPERA, T.E.S.T, CORINA, and Derek Nexus models. Table S5: ToxPrint (V2.0_r711) fingerprint file for the TOX21SL chemical list. Table S6: Chemotype enrichment workflow results generated from binarized activity hit calls for ToxCast and Tox21 assay end points (aeids) obtained from EPA’s public ToxCast database, invitroDBv2. Table S7: Tox21 binarized assay hit call matrix for stereo and salt pairs, extracted from EPA’s public ToxCast database, invitroDBv3
DOI: 10.23719/1519426
title: Data for figures in article: Mutagenicity- and Pollutant-Emission Factors of Pellet-Fueled Cookstoves

description: This dataset provides supporting information for figures in the journal article entitled: Mutagenicity- and Pollutant-Emission Factors of Pellet-Fueled Gasifier Cookstoves: Comparison with Other Combustion Sources.
DOI: 10.23719/1520081
title: PFAS PBPK Template Model

description: The data set includes source code that implements a PBPK template model applicable to PFAS.  It includes data digitized from Kim et al. (2018), Kim et al. (2019), and Loccisano et al. (2012) used to show the capability of the template to replicate published PFAS PBPK models.  The template model is described in a paper that is in review at the journal Toxicological Sciences.
DOI: 10.23719/1520141
title: Evaluation of 15 years of modeled NOX across the contiguous United States

description: These files contain observed and CMAQ estimated gas species data that were used in the analysis documented in the manuscript “Evaluation of 15 years of modeled NOX across the contiguous United States”. The files are packages as a set of .csv, .zip and .tar.gz files that correspond to different plots and analyses in the paper.  Metadata about each file is available in the Data Dictionary.  The data are available on Zenodo: https://doi.org/10.5281/zenodo.4589604
DOI: 10.23719/1520442
title: Stream water isotope data from the Snake River Basin 2013-2019. 

description: The dataset includes water isotope values from samples spatially distributed across the Snake River basin collected between 2013-2015, and time series data collected from the Snake River at King Hill.  The timeseries data were collected at the USGS 13154500 gage at approximately monthly intervals from 2013 through water year 2019.   Site descriptions and watershed metrics are also included for the spatially distributed collection sites.  Water Isotope QA data has also been included.
DOI: 10.23719/1520605
title: OC43ManuscriptData_112520

description: Data describes percent recoveries of human coronavirus surrogate from wastewater
DOI: 10.23719/1520665
title: Stata code for analysis

description: This is STATA software code for analysis on publicly available NHANES data
DOI: 10.23719/1520714
title: Investigation of chloramines, DBPs, and nitrification in chloraminated drinking water distribution systems

description: The data provided was used to develop the figures presented in the manuscript.
DOI: 10.23719/1520742
title: Gilbert_Extrathyroidal MOA and DNT

description: This file contains summary data of thyroid hormones in serum and brain in rat dams and their pups following maternal exposure to a perflorinated substance, PFHxS and an antimicrobial, Triclosan. Gene expression in thyroid glands and liver and brain were investigated. Anatomical and bahavioral indices of developmental neurotoxicity were assessed. Result so fall of these inquiries are summarized in these datasets.
DOI: 10.23719/1520884
title: Collodal-Copper based pesticide and wood preservatives against microbial acitivies

description: Copper-based pesticides and wood preservative fungicides could end up in the environment during production, use, and end-of-life via different pathways that could cause unintended ecological and adverse health effects. This research provides the effect of colloid-size Cu-based pesticides (), micronized Cu azole (MCA-1 and MCA-2) and alkaline Cu quaternary (ACQ) treated woods, ionic Cu, ionic Cu spiked untreated wood (UTW), and CuCO3 solutions against Gram-positive Bacillus species using five-day biochemical oxygen demand (BOD5) standard test.
DOI: 10.23719/1520909
title: Wong et al., 2021 Urinary Mutagenicity Data Set - Diesel Exhaust & Smoky Coal

description: Urinary biomarkers in subjects from the cross-sectional indoor coal burning study and mutagenicity levels among subjects from the cross-sectional diesel biomarker study
DOI: 10.23719/1520973
title: Dataset for Effects of a 28-day early life stage exposure to carbaryl on fathead minnow long-term growth and reproduction

description: The US Environmental Protection Agency conducts ecological risk assessments with a battery of fish toxicity tests that include acute, early life stage, and reproduction tests.  While endpoints in these tests (survival, growth and reproduction) are conceptually related, because they are measured in separate exposures, the quantitative relationships between them are difficult to determine and largely ignored.  In the current test, fathead minnows (FHM) were exposed for 28 days to 1 mg/L or 2 mg/L carbaryl, a well-studied carbamate insecticide, in early life stages and then reared in clean water until adulthood, when reproduction was assessed.  Also. weekly growth measurements were taken throughout the test to determine growth rates during and after exposure.  Growth curves derived from these measurements were then compared to the reproductive output.  The data indicate that carbaryl reduced growth rate only for a brief time early in the exposure.  However, this brief effect impacted overall growth into adulthood and lowered the reproductive output of exposed FHM.  The effect of a transient exposure early in life to carbaryl could have later population-level impacts by causing mortality, lowering growth rates, and reducing reproductive output.
DOI: 10.23719/1521091
title: National Employment Totals by Industry 2017

description: This dataset contains 2017 national employment by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was created in FLOWSA, a publicly available python package that generates standardized environmental flows by industry.
DOI: 10.23719/1521127
title: Data from MeBr burn emissions

description: Data on emissions from small scale burns of MeBr-contaminated agricultural biomass.
DOI: 10.23719/1521140
title: Pulmonary and Vascular Effects of Acute Ozone Exposure in Diabetic Rats Fed an Atherogenic Diet

description: In this study, we investigated effects of inhaled ozone exposure and high-cholesterol diet (HCD) in healthy Wistar and Wistar-derived Goto-Kakizaki (GK) rats, a non-obese model of type 2 diabetes. Male rats (4-week old) were fed normal diet or HCD for 12 weeks and then exposed to filtered air or 1.0 ppm ozone (6hrs/day) for 1 or 2 days. We examined pulmonary, vascular, hematology, and inflammatory responses after each exposure plus an 18-hr recovery period.
DOI: 10.23719/1522292
title: CMAQ Run outputs

description: output files from CMAQ runs
DOI: 10.23719/1522440
title: USEPA-interlab-comparison-data

description: This data includes the results of an interlab methods comparison to recover and quantify SARS-CoV-2 from wastewater.
DOI: 10.23719/1522863
title: soil ice dataset

description: see attached excel sheet for meta data description of the soil invertebrate toxicity dataset.
DOI: 10.23719/1522902
title: Land surface model data for Salmon River basin

description: the datasets include:
Land surface model (VIC) simulation of historical and future streamflow data
DOI: 10.23719/1522932
title: Projected Temperature and Ozone Data for Ren et al. Bayesian Ensemble Manuscript

description: This dataset contains projected temperature and ozone data provided by
EPA's Office of Research and Development in support of the manuscript
"A Flexible Bayesian Ensemble Machine Learning Framework for Predicting
Local Ozone Concentrations," by Xiang Ren, Panos Georgopoulos, et al.
DOI: 10.23719/1523046
title: Energetics and Kinetics of OH Initiated Multigenerational Autoxidation Reactions of Limonene and the Pinenes

description: The data describe the energetics and kinetics of first and second generation OH initiated autoxidation reactions (H shifts and endo cyclizations) for limonene, alpha-pinene and beta-pinene.  Ring opening reactions are quantified for the pinenes because only the ring opened products are capable of autoxidizing.  Rate constants are computed for all plausible 1st and 2nd generation autoxidation reactions.
DOI: 10.23719/1523103
title: Performance of NIST SRM® 2917 with 13 Recreational Water Quality Monitoring qPCR Assays

description: qPCR assay measurements using the pilot reference material and NIST SRM 2917
DOI: 10.23719/1523107
title: Results from Non-Targeted Analysis of 6:2 FTS degradation samples

description: NTA output of 6:2 FTS microbial cultures Chu TAMU
DOI: 10.23719/1523146
title: In_Vivo_Testing_HSAB

description: Contains nerve excitability data (tail and foot CMAP, tail mixed nerve), compound nerve action potentials, nerve conduction velocity, cortical and cerebellar somatosensory evoked potentials after treatment with citronellal, 3,4-dichloro-1-butene, or benzyl bromoacetate. Contains extracted data and analysis.
DOI: 10.23719/1523150
title: Paper 2 Method 200.8

description: Data is for the Paper 2 Method 200.8 update on M2+ interference correction approaches
DOI: 10.23719/1523337
title: ZIP3-Level Daily and Hourly Average Population-Weighted PM2.5 and Daily Maximum Smoke Density, Contiguous and Western US, 2017-2018

description: The ZIP3-level PM2.5 and smoke density exposure estimates used in the manuscript: "The Effects of Short-Term Wildfire Smoke and PM2.5 Exposure on Cognitive Performance in US Adults." 

Datasets include:
(1) ZIP3-level daily and hourly average population-weighted PM2.5 estimates
(2) ZIP3-level daily maximum smoke density

The PM2.5 datasets are available for the contiguous US for January 1, 2017 to December 31, 2018 (877 ZIP3s with 730 daily and 17,520 hourly estimates each). The smoke density dataset is available for the western US (OR, CA, WA, ID, NV, MT) for January 1, 2017 to December 31, 2018 (105 ZIP3s with 730 daily values each).
DOI: 10.23719/1523355
title: Lake property datasets based on medium-resolution NHD for calculating lake recovery times.

description: Two csv files containing lake property information intended for the purpose of lake recovery time estimation as described in the associated manuscript. One file contains flow information based on NHD, and one based on SPARROW model results.