cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23719/1523386
title: A Framework for Prioritizing Chemicals in Retrospective Ecological Assessments: Application to a Great Lakes Area of Concern

description: Anthropogenic activities including industrialization, urbanization, and agriculture have resulted in frequent detection of contaminants of emerging concern (CECs) across Great Lakes tributaries. Thus, there is a need to identify CECs of high and low ecotoxicological concern to help focus risk assessment and regulatory efforts. Here we present a weight-of-evidence framework developed to prioritize organic contaminants detected within the Milwaukee Estuary Area of Concern (AOC) (Milwaukee, WI). Chemical prioritization was carried out using experimental data (in vivo, in vitro, and analytical data) generated in 2017 -2018 Milwaukee AOC caged-fish studies, and chemical-specific data collated from US EPA databases (CompTox Chemicals Dashboard, ECOTOXicology Knowledgebase, ToxCast database) and/or estimated using quantitative structure-activity relationships. Overall prioritization was based on multiple lines of evidence: Detection Characteristics (spatial frequency, temporal frequency, environmental distribution), Environmental Fate (persistence, bioaccumulation, biomagnification), Ecotoxicological Potential (exceedence of water quality, in vivo, and in vitro toxicity benchmarks), and Effect Covariance (covariance with effects in caged fish studies). Results indicated within the Milwaukee Estuary AOC, 19/83 CECs were high priority, 13/83 were low priority, and 19/83 were data limited, requiring further investigation for prioritization efforts. Overall, this study presents an effect-based weight-of-evidence strategy that can be employed for CEC prioritization, and highlights several chemicals of ecotoxicological interest within the Milwaukee Estuary AOC.
DOI: 10.23719/1523473
title: PMF source apportionment model dataset inputs and outputs for 10 IMPROVE monitoring sites with data from 2009 to 2018.

description: PMF source apportionment model dataset inputs and outputs for 10 IMPROVE monitoring sites with data from 2009 to 2018.
DOI: 10.23719/1524301
title: Dendrochronological data of tree species in western Oregon

description: Dendrochronological data for Douglas-fir and western hemlock for sites in western Oregon.
DOI: 10.23719/1524317
title: National Point Source Releases to Ground Totals by Industry 2017 v1.1

description: This dataset contains 2017 national point source releases to ground by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv0.3.1 by calling the getFlowBySector() function and passing "GRDREL_national_2017" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v0.3.1). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details.
DOI: 10.23719/1524710
title: Data Set

description: Data used to create figures in the manuscript
DOI: 10.23719/1524756
title: Dataset accompanying Koplitz et al., 2021: "Changes in ozone chemical sensitivity in the U.S. from 2007 to 2016"

description: This dataset provides key data files and scripts used in the analysis for the published manuscript "Changes in ozone chemical sensitivity in the U.S. from 2007 to 2016" ; https://pubs.acs.org/doi/abs/10.1021/acsenvironau.1c00029
DOI: 10.23719/1526318
title: Multiscale Framework King County and Puget Lowland data

description: This data has the benthic index of biotic integrity for King County, Washington and also includes the index of watershed integrity and index of catchment integrity.
DOI: 10.23719/1526420
title: Experimental verification of principal losses in a regulatory particulate matter emissions sampling system for aircraft turbine engines

description: Experimental verification of principal losses in a regulatory particulate matter emissions sampling system for aircraft turbine engines
DOI: 10.23719/1526425
title: Load_Estimation_data_figs_2to5

description: the dataset includes daily flow and loads, and loads estimated from different estimation methods and sampling frequencies
DOI: 10.23719/1527703
title: Dataset for Development of Volatility Distribution for Organic Matter in Biomass Burning Emissions

description: This dataset includes volatility information derived from various biomass burning samples. Emission factors, volatility distributions, mass fractions, and response factors are reported. A data dictionary is provided to define each variable in the dataset.
DOI: 10.23719/1527730
title: Publicly Reported State Municipal Solid Waste Data Version 1

description: This dataset is a collection of publicly reported municipal solid waste (MSW) data in the United States retrieved via a web search as part of an analysis of waste estimation methods. The dataset covers MSW generation, recycling, and disposal, with a high degree a variability in data availability based on differences in state reporting practices. The target data for the data is 2018.
DOI: 10.23719/1527786
title: Dataset from Seasonal Emission Factors from Rangeland Prescribed Burns in the Kansas Flint Hills Grasslands

description: Data from proposed journal publication, figures and tables, paper title: Seasonal Emission Factors from Rangeland Prescribed Burns in the Kansas Flint Hills Grasslands
DOI: 10.23719/1527833
title: EPA SPod Fenceline Monitoring Rubbertown Dataset

description: This is the dataset for the paper "Demonstration of VOC Fenceline Sensors and Canister Grab Sampling near Chemical Facilities in Louisville, Kentucky",  MacDonald et al.  This dataset contains the EPA SPod fenceline sensor and canister grab sample data presented in the paper along with a data dictionary describing the entries.
DOI: 10.23719/1527848
title: Population Trends in Hazard Zones

description: Detailed results from a draft paper in review showing population trends in floodplains and land close to sea level.
DOI: 10.23719/1527975
title: Data for AMORE-Isoprene v1.0: A new reduced mechanism for gas-phase isoprene oxidation

description: Data zip file contains the exact CMAQ code used by Wiser et al. in the development of CRACMM1AMORE. In addition, CMAQ predictions and AQS observations of formaldehyde and ozone appearing in Figure 8 are included as csv files. For information on CMAQ file conventions as well as site compare output for model/observation evaluation, see the linked github repository for CMAQ. Linked dois include the standard CMAQv5.3.3 code and AMORE supplementary files.
DOI: 10.23719/1528111
title: Ozone, Temperature, and Epidemiologic Inputs for Fann et al. (2022) - The Role of Temperature in Modifying the Risk of Ozone-Attributable Mortality under Future Changes in Climate: A Proof-of-Concept Analysis

description: Dataset contains all of the input CSV files for the analysis. Ozone and Temperature data for the years examined for both the CESM and CM3 climate projections, and the effect estimates from Jhun et al. (2014) that were used to estimate health impacts.
DOI: 10.23719/1528457
title: WH Modeling Input and output data  

description: The data are comprised of input and output data from Machine Learning models that were developed to predict watershed health (WH) values in HUC-10 sub-watersheds within three major Midwest river basins. The input data included timeseries of hydro-meteorological and reconstructed WQ parameters (sediment, nitrogen, and phosphorus) as well as GIS shape files of watershed attributes (soil, landcover/land use, geomorphology, drainage classes, fertilizer sale data, etc. ). The output data is ensemble-model estimated annual WH values in HUC-10 sub-watersheds within the three river basins. The ensemble-model predicted WH values are derived from WH values obtained from three trained and validated machine learning models.
DOI: 10.23719/1528526
title: Roll Hill SciHUB 1-30-23

description: “Honest Broker” accessed the Medicaid data for the Villages at Roll Hill at zip code 45225. A complete Ohio Medicaid data set was only available for the years 2013 through 2021. “Honest Broker” determined the diagnosis of asthma for 7-year-olds based on the International Classification of Diseases. Member cohort eligibility was based on continuous residence at zip code 45225 for 24 months, i.e., the cohort year and the previous year.
DOI: 10.23719/1517806
title: A Visualization and Control Strategy for Dynamic Minimization of Chemical Process Releases. Performance indicator, process variables, and time for case a study of fermentation for bioethanol production. All data are computer simulation results.

description: The dataset files contain the dynamic (time sets) chemical process simulation results (mass flows, temperature profiles), performance indicators, concentration profiles of different components for the production of bio-ethanol (2 case studies of a fermentation process with different dilution rates) with and without a novel process control strategy for releases reduction. The datasets show all data values used to generate each of the figures.
DOI: 10.23719/1518331
title: Direct potable reuse microbial risk assessment manuscript: 2018

description: The quantitative microbial risk assessment (QMRA) approach applied to the evaluations presented in this publication was described previously in a peer-reviewed published paper.
DOI: 10.23719/1519024
title: Impact of noise and ozone on cardiovascular function in rats

description: This dataset includes raw data used to generate figures for the manuscript describing the effects of noise and ozone on cardiovascular function in rats.
DOI: 10.23719/1519354
title: 20200228_GX1 Science Hub_EHP_FINAL

description: This dataset contains all underlying data used to generate the figures contained in Gaballah et al. Evaluation of developmental toxicity, developmental neurotoxicity, and tissue dose in zebrafish exposed to GenX and other PFAS.
DOI: 10.23719/1519380
title: Quantitative Chemical Proteomics Reveals Interspecies Variations on Binding Schemes of Liver Fatty Acid Binding Protein with Perfluorooctanesulfonate 

description: Results from Quantitative Interspecies Thermal Shift Assay (QITSA) and molecular docking
DOI: 10.23719/1519404
title: Data associated with manuscript "Evaluating long-term emission impacts of large-scale electric vehicle deployment in the US using a human-earth systems model"

description: The GCAM-USA model was used to evaluate the incremental national and regional emission impacts of widespread electric vehicle adoption in the US through 2050. This dataset includes the model outputs that were used to develop figures and tables for the related manuscript.
DOI: 10.23719/1520150
title: IN VITRO AND IN VIVO ANDROGEN RECEPTOR DATA SET FROM TOX SCI PAPER GRAY ET AL 2020

description: Data sets include
1.	 Excel file with Hershberger assay protocols and data and summaries of in vivo antiandrogen studies
2.	Figures of in vitro AR assay results from contract work and in house studies
3.	Excel file with in house in vitro AR antagonism data
DOI: 10.23719/1520432
title: PRASA 301(h) WWTP databases

description: These data were used to investigate  long-term effects of advanced primary treated effluent discharge on coral reefs adjacent to Puerto Rico Aqueducts and Sewer Authority (PRASA) WWTPs outfalls on the north and northwest coasts of Puerto Rico. Our data were derived from secondary data sources of datasets for biological and water quality metrics collected from the PRASA monitoring program and to identify potential changes in coral reef condition from 1999 – 2018.  our database includes 1) biological endpoints consisting of percent coverage of biological and abiotic endpoints along transects near each WWTP, 2) water quality and physical data for metrics typically associated with point source WWTP effluent (e.g., coliform bacteria, ammonia, temperature, salinity, dissolved oxygen, etc.), and 3) contaminants data representing a suite of standard chemical analytes that may arise from potential point and non-point sources (e.g., pesticides, heavy metals, herbicides, etc.).
DOI: 10.23719/1520445
title: Hexafluoropropylene oxide-dimer acid (HFPO-DA or GenX) alters maternal and fetal glucose and lipid metabolism and produces neonatal mortality, low birthweight, and hepatomegaly in the Sprague-Dawley rat Dataset

description: Complete summary data (mean, error, sample size) for all figures and tables associated with the present manuscript, which characterizes maternal, fetal, and neonatal effects of oral exposure to HFPO-DA (GenX) during gestation in the Sprague-Dawley rat .
DOI: 10.23719/1520860
title: PHOSPHORUS INVENTORY FOR THE CONTERMINOUS UNITED STATES (2002-2012), updated legacy V2

description: This dataset contains estimates of phosphorus inputs and outputs for all HUC-8 subbasins across the contiguous United States for the years 2002, 2007, and 2012 as well as estimates of legacy P surplus.
DOI: 10.23719/1520862
title: PM2.5-mortality heterogeneity across the US - determinants related to PM mass sources and components

description: CBSA level data used to explore PM2.5-mortality heterogeneity across the US - determinants related to PM mass sources and components
DOI: 10.23719/1521160
title: Characterization data for trout liver S9 fractions used by Droge et al to measure the in vitro intrinsic clearance of cationic surfactants

description: This ScienceHub dataset provides characterization data for a pooled sample of trout liver S9 fractions that was used to study the in vitro intrinsic clearance of selected cationic surfactants.  These data describe the activity of the pooled sample toward prototypical substrates for cytochrome P450 (CYP) 1A, glutathione-S-transferase, and UDP-glucuronosyltranserase.  Also provided are the protein content and total CYP content of the sample and well as information pertaining to the size and gender of fish from which the original sample was obtained.
DOI: 10.23719/1521344
title: EPA_PROBsites_wQ.csv

description: Dataset includes compiled flow/no flow observations from past US EPA probabilistic stream surveys.  Includes latitude/longitude coordinates (dd), drainage area (km2), date, discharge (cms), year (1993-2014), study name, and visit number
DOI: 10.23719/1522442
title: Harvard Study Complete SciHUB 3-6-21

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: 10.23719/1522454
title: LaKind et al. PFAS and Breast Milk

description: This file contains data used in: Judy S. LaKind, Marc-Andre Verner, Rachel Rogers, Helen Goeden, Daniel Q. Naiman, Satori A. Marchitti, Geniece M. Lehmann, Erin P. Hines, Suzanne E. Fenton. (2021) Current breast milk PFAS levels in the US and Canada: After all this time why don’t we know more?

To estimate nationally representative breast milk concentrations for the US and Canada, we used serum PFOS, PFOA, PFHxS, and PFNA data from the NHANES and the Canadian Health Measures Survey, respectively. To estimate milk concentrations in communities with a known history of PFAS drinking water contamination, geometric mean serum concentrations measured as part of the ATSDR PFAS Exposure Assessments (https://www.atsdr.cdc.gov/pfas/activities/assessments.html) were used. We also used publicly available data from the New York State Department of Health for information on the Hoosick Falls and Petersburgh areas. In Table 1. Serum PFAS, serum or plasma PFAS concentrations (ng/mL) and the number of participants in each cohort (N) are shown.

Measured serum/plasma concentrations in national surveys and communities impacted by PFAS were multiplied by milk:serum ratios to estimate breast milk PFAS levels. Figure 1. Breast Milk PFAS shows the results for each dataset.
DOI: 10.23719/1522575
title: Electrostatic sprayer for disinfectant application parameter evaluation

description: There are 3 MS Excel files with data from the droplet size distribution tests; these files have "droplet size distribution" in the file name.  There are 2 MS Excel files with the data from the wetness tests.  There are 11 zip files of photos of the deposition test results.
DOI: 10.23719/1522581
title: data for Yuan and Jones 2020 hypoxia

description: National lakes assessment data available from NRSA website. Missouri data on mean hypolimnetic DO is attached.
DOI: 10.23719/1522600
title: Dataset_Cyanobacterial_Microbiome

description: 1. Accession numbers of raw RNA sequences, generated using Illumina sequencer,  
2. water parameters, and 3. derived data worksheet from the raw RNA sequences.
DOI: 10.23719/1522651
title: Data for Volatile Chemical Product Enhancements to Criteria Pollutants in the United States

description: Data includes CMAQ code, CMAQ output, analysis scripts, CMAQ emission inputs, and VCPy emission framework code.
DOI: 10.23719/1522917
title: Reported PFAS transformation products and rates

description: Perfluoroalkyl and polyfluoroalkyl substances (PFAS) are used in many consumer applications due to their stain repellency, ability to form water-proof coatings and use in fire suppression.  The production, application, transport and disposal of PFAS and PFAS treated products has resulted in their wide-spread occurrence in environmental and biological systems.  Concern over exposure to PFAS has necessitated the development of tools to predict the transformation of PFAS in environmental systems and metabolism in biological systems.  We have developed reaction libraries for predicting transformation products and metabolites in a variety of environmental and biological reaction systems.  These reaction libraries are based on generalized reaction schemes that encode the process science of PFAS reported in the peer-reviewed literature.  The PFAS reaction libraries will be executed through the Chemical Transformation Simulator, a web-based tool that is available to the public.
DOI: 10.23719/1523346
title: Additional Heat Mortality by County: 2085-2095

description: This dataset describes projected additional heat-related mortality by county for the years 2085 to 2095 relative to 1995-2005 under scenarios of climate and population change.
DOI: 10.23719/1524367
title: LMR watershed temporal DNA metabarcoding 2016 study

description: LMR watershed temporal DNA metabarcoding 2016 study
DOI: 10.23719/1524374
title: Microbial communities of fecal samples from a mouse model with ingestion of lead contaminated soils with four treatment amendments.  The data set includes relative abundance and taxonomy.  

description: The data set involved mice consumed diets amended with a lead-contaminated soil in its native (untreated) state or after treatment with phosphoric acid or triple superphosphate alone or in combination with iron-waste material or biosolids compost.
DOI: 10.23719/1524524
title: Supply Chain GHG Emission Factors for US Commodities and Industries v1.1

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. These factors were produced with useeior v1.0.1. See the EPA report for full details on emission factor preparation.
DOI: 10.23719/1526314
title: PCB Noncancer Effects Evidence Map

description: Supporting data for the manuscript
DOI: 10.23719/1526359
title: PFAS flushing from home plumbing and impacts of stagnation

description: Per- and polyfluoroalkyl substances (PFAS) from aqueous film forming foam (AFFF) can be accidentally backflushed into drinking water systems during firefighting operations or at industrial facilities.  If this contaminated water enters household plumbing systems, homeowners may need to decontaminate their plumbing.  This study examines the persistence of PFAS from AFFF on home plumbing, along with the effects of flushing and stagnation.  Two sources of AFFF were investigated, representing older formulations (that contain longer chain PFAS) and newer formulations (that contain shorter chain PFAS). Experiments were conducted in copper, polyvinyl chloride (PVC), and cross-linked polyethylene (PEX) pipes with flushing after contamination followed by intermittent flow and periods of stagnation meant to mimic typical household use.  Flushing immediately reduced the PFAS concentration in water leaving the pipe by 99.95 to 99.99%. However, PFAS concentration increased after periods of stagnation, corresponding to slow release of adhered PFAS.
DOI: 10.23719/1526390
title: Calnex HCl Modeling

description: The data correspond to Fig. 7 and Fig. 8 of the following article:

Tao et al. (2022) Hydrogen chloride (HCl) at ground sites during CalNex 2010 and insight into its thermodynamic properties.  Journal of Geophysical Research-Atmospheres  https://doi.org/10.1029/2021JD036062
DOI: 10.23719/1527684
title: Assembly and Curation of Lists of Per- and Polyfluoroalkyl Substances (PFAS) to Support Environmental Science Research

description: Datafiles in TXT file formats listing PFAS chemicals and a list of all PFAS Chemical Lists publicly available on the CompTox Chemicals Dashboard.
DOI: 10.23719/1527743
title: Development of a Flame Retardant and an Organohalogen Flame Retardant Chemical Inventory

description: This dataset is the result of a joint EPA-CPSC effort to catalogue flame retardant (and more specifically organohalogen flame retardant chemicals). Full details of how the data were collected, curated, and annotated as well as potential uses of this dataset are detailed in the Scientific Data publication: Development of a Flame Retardant and an Organohalogen Flame Retardant Chemical Inventory (https://doi.org/10.1038/s41597-022-01351-0).
DOI: 10.23719/1527953
title:  Bitter Creek Analysis Pedigree Data

description: These data sets contain raw and processed data used in for analyses, figures, and tables in the Region 8 Memo: Characterization of chloride and conductivity levels in the Bitter Creek Watershed, WY. However, these data may be used for other analyses alone or in combination with other or new data. These data were used to assess whether chloride levels are naturally high in streams in the Bitter Creek, WY watershed and how chloride concentrations expected to protect 95 percent of aquatic genera in these streams compare to Wyoming’s chloride criteria applicable to the Bitter Creek watershed. Owing to the arid conditions, background conductivity and chloride levels were characterized for surface flow and ground water flow conditions. Natural chloride levels were found to be less than current water quality criteria for Wyoming.  Although the report was prepared for USEPA Region 8 and OST, Office of Water, the report will be of interest to the WDEQ, Sweetwater County Conservation District, and the regulated community.
No formal metadata standard was used.
Pedigree.xlsx contains:
1.	NOTES:	Description of work and other worksheets.
2.	Pedigree_Summary: Source files used to create figures and tables.	
3.	DataFiles: Data files used in the R code for creating the figures and tables
4.	R_Script: Summary of the R scripts. 
5.	DataDictionary:	Data file titles in all data files	
Folders:
_Datasets	Data file uploaded to Environmental Dataset Gateway
	"A list of subfolders:
_R:	Clean R scripts used to generate document figures and tables
_Tables_Figures:	Files generated from R script and used in the Region 6 memo
R Code and Data:	All additional files used for this project, including original files, 
	intermediate files, extra output files, and extra functions
	the ""_R"" folder stores R scripts for input and output files and an R project file..
Users can open the R project and run R scripts directly from the ""_R"" folder or the XC95 folder by installing R, RStudio, and associated R packages."