cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23719/1532239
title: Estimating biotic integrity to capture existence value of freshwater ecosystems

description: Estimating the value of changes in water quality requires the definition of biophysical features that link changes in ecosystems to changes in social systems. Those linking features must be interpretable to people and serve as effective ecological indicators. This work defines a linking feature that is appropriate for capturing existence values in a forthcoming national stated preference survey of Clean Water Act regulations. Further, we modeled and spatially predicted this feature to account for the dependence of survey respondents’ preference on baseline aquatic conditions near them. We outline steps to provide insights on the mechanisms that will aid in forecasting changes in the linking feature in responses to candidate policy options.
DOI: 10.23719/1532248
title: AndersonLake_datasets

description: The data include sequences, qPCR, RT-qPCR, water nutrients and cyanotoxins.
DOI: 10.23719/1532274
title: Dataset for rainfall washoff of malathion

description: This is a dataset of malathion washoff data from experiments performed using a rainfall simulator. Two types of malathion - a technical (off-the shelf insecticide) and an analytical grade - were used in this study. They were applied to either concrete or asphalt coupons and allowed to dwell on the surface for 1, 6, or 24 hours. Artificial rainfall was then applied at an intensity of 1 or 2.5 in/hour and rainfall runoff samples collected an analyzed for malathion over the course of an hour.
DOI: 10.23719/1532302
title: Figure 4. Upper Soldier Creek Climate Scenario Summary. RCP4.5 scenarios for total phosphorus loads for 2021-2050 time frame as compared to 2014 baseline.

description: Figure 4 data set. Upper Soldier Creek Climate Scenario Summary. RCP4.5 scenarios for 2021-2050 time frame as compared to 2014 baseline.  Simulations were run with an initial groundwater concentration of zero ppm TP except as indicated by * (0.04 ppm TP).  Annual total TP loads (lbs TP/year) and number of exceedances of annual daily load target (> 1039.6 lb TP/day) at mouth of Upper Soldier Creek are shown for each climate simulation.
DOI: 10.23719/1527733
title: Stream features chloride v3

description: spreadsheet of data on salinity and other ancillary variables from Minebank Run stream, Baltimore, MD
DOI: 10.23719/1527879
title: WQ_Lpculture

description: Contains Water quality data and Legionella pneumophila information by water sample.
DOI: 10.23719/1527940
title: Compiled data for simulating economy-wide effects of a carbon adder in New York state.

description: The dataset is produced by combining information from the Wisconsin National Data Consortium (WiNDC -- open source state level input output tables) and the State Energy Data System (Department of Energy). Programs for compiling the data from source data are available upon request.
DOI: 10.23719/1528294
title: Surface Washing Agent toxicity

description: This dataset consists of aquatic toxicity data for oil spill surface washing agents.
DOI: 10.23719/1528739
title: Dataset for In vitro-in vivo extrapolation of hepatic biotransformation data for fish. III. An in-depth case study with pyrene.

description: This dataset, presented as an Excel spreadsheet, contains all data presented as figures and tables in an article by Nichols et al, entitled "In vitro-in vivo extrapolation of hepatic biotransformation data for fish. III. An in-depth case study with pyrene" and published in Environmental Toxicology and Chemistry, 2023.  The dataset describes results from a paired set of experiments designed to evaluate the accuracy of in vitro to in vivo metabolism extrapolation procedures for fish.  Results showed that measured rates of in vitro intrinsic clearance, when extrapolated to the whole liver, underestimated apparent rates of in vivo activity by about a factor of 4 (assuming the liver is the only site of biotransformation).  These findings may have important implications for the use of IVIVE methods in bioaccumulation assessments for fish.
DOI: 10.23719/1528785
title: Aerated contactors depth profiles

description: Water quality and microbial community data from pilot-scale biologically active aerated contactors and filters treating groundwater for drinking water
DOI: 10.23719/1528924
title: Dataset for ASPIRE-Health: Results of Field Studies in California Communities - Health

description: This dataset contains participant responses to health symptoms, pre-existing health conditions, home characteristics, and perspectives on the use of portable air cleaners.
DOI: 10.23719/1529140
title: INLA_CONUS_forecast

description: OLCI satellite data with CI_cyano algorithm quantify cyanobacteria. Air temperature, precipitation data from PRISM Climate group
DOI: 10.23719/1529166
title: Urine pH and Risk of Bladder Cancer in Northern New England

description: Primary data and study file for "Fischer AH, Wong JY, Baris D, Koutros S, Karagas MR, Schwenn M, Johnson A, Alguacil J, Silverman DT, Rothman N. Urine pH and Risk of Bladder Cancer in Northern New England. Cancer Epidemiol Biomarkers Prev. 2023 Jun 23:EPI-22-0801. doi: 10.1158/1055-9965.EPI-22-0801. Epub ahead of print. PMID: 37351876."
DOI: 10.23719/1529583
title: AUV and a Remotely Operated Vehicle Gulper Chemistry Data

description: Data from underwater oil detection technologies are provided (1) A Remote Environmental Monitoring UnitS (REMUS-600) AUV equipped with fluorescence and backscatter SeaOWL UV-A (Oil-in-Water Locator; Sea-Bird Scientific WET Labs Inc.), holographic imager (HoloCam; SeaScan, Inc), hydrographic information, video camera, CTD and a water/oil sampler.  (2) A tethered ROV system (DTG2, Deep Trekker Inc.) equipped with video camera, UviLux (Chelsea Technologies Group, Inc) fluorometer, a CTD and water/oil sampler.  Calibration and validation tests of the sensor suite were conducted at the Coastal Response Research Center flume tank (NH, USA). Oil concentration estimates were verified by chemical analysis of hydrocarbons and particle size analysis (LISST 200X, Sequoia, Inc). Operational performance of the ROV platform and sensors was evaluated at the Ohmsett wave tank (NJ, USA). Field performance of the REMUS and sensor suite was evaluated at natural seeps near Santa Barbara, CA.
DOI: 10.23719/1529758
title: Meta-Dataset for property values and water quality

description: We conduct a comprehensive literature review and meta-analysis of studies that examine the effects of water quality on waterfront and non-waterfront housing values. We identify 36 studies that yield 665 observations. The rows of the dataset include each observation from the hedonic studies and the columns include the variables we created from each study (e.g., year of publication, type of publication, water quality measure, location, waterbody type, elasticities).
DOI: 10.23719/1529774
title: Prioritizing Pharmaceutical Contaminants in Great Lakes Tributaries Using Risk-Based Screening Techniques

description: Dataset for "Pronschinske, M.A., Corsi, S.R., DeCicco, L.A., Furlong, E.T., Ankley, G.T., Blackwell, B.R., Villeneuve, D.L., Lenaker, P.L. and Nott, M.A. (2022), Prioritizing Pharmaceutical Contaminants in Great Lakes Tributaries Using Risk-Based Screening Techniques. Environ Toxicol Chem, 41: 2221-2239. https://doi.org/10.1002/etc.5403"
DOI: 10.23719/1529946
title: Defining the Biologically Plausible Taxonomic Domain of Applicability of an Adverse Outcome Pathway: A Case Study Linking Nicotinic Acetylcholine Receptor Activation to Colony Death

description: Supporting Information for "Jensen, M.A., Blatz, D.J. and LaLone, C.A. (2023), Defining the Biologically Plausible Taxonomic Domain of Applicability of an Adverse Outcome Pathway: A Case Study Linking Nicotinic Acetylcholine Receptor Activation to Colony Death. Environ Toxicol Chem, 42: 71-87. https://doi.org/10.1002/etc.5501"
DOI: 10.23719/1529975
title: Estrogenic Activity of Perfluoro Carboxylic and Sulfonic Acids in Rainbow Trout Estrogen Receptor Binding and Liver Slice Vtg mRNA Expression Assays

description: Data for "Estrogenic Activity of Perfluoro Carboxylic and Sulfonic Acids in Rainbow Trout Estrogen Receptor Binding and Liver Slice Vtg mRNA Expression Assays. Mark A. Tapper, Jeffrey S. Denny, Barbara R. Sheedy, Ben Johnson, and Richard C. Kolanczyk. Applied In Vitro Toxicology 2023 9:1, 13-22"
DOI: 10.23719/1530288
title: Paired Sentinel-2 – water quality databases for estuaries and tidal freshwater rivers.

description: There are five datasets included in this collection.  One dataset (SiteInventoryunique.shp) provides metadata for sampling stations associated with estuarine water quality data focused on chlorophyll measurements from 1984 to 2021 and with ancillary data parameters added. Water quality data compiled by US EPA from multiple sources are provided in a separate .csv file (surfchl_withSiteInvID.csv) also downloadable from EPA's Estuary Data Mapper (EDM; www.epa.gov/edm). Chlorophyll data were collected as part of a project to refine algorithms for chlorophyll a and harmful algae using Sentinel 2 remote sensing data. Water quality data observations can be matched to the station file using the SiteInvID variable. 

A station inventory (Sentinel2matchedsets_surface_uniqstns_NAD83.shp) and two additional datasets (also in EDM) are available with matched chlorophyll - remote sensing Sentinel 2 Level 2A data (Sent2matchsurfchl_wStnIndex.csv) and with matched chlorophyll - Sentinel 2 Level 1C data (....csv).
DOI: 10.23719/1530485
title: By-degree Health and Economic Impacts of Lyme Disease, Eastern and Midwestern United States

description: Data for "By-degree Health and Economic Impacts of Lyme Disease, Eastern and Midwestern United States", published March 2024. The datasets show cases by state,	fips code,	case status, sex, age (by 5-year increments), and frequency.
DOI: 10.23719/1530540
title: Estimate of sediment accumulation rates and bottom core ages in northeast lakes

description: Supplementary data for the report in the format of an Excel spreadsheet (with data dictionary) and an Microsoft Access database file (downloaded as a zip file). The Access database file contains multiple data tables examined or generated during the project to investigate sediment accumulation rates (SAR) of northeast lakes.
1. Baud_SARMAR: data downloaded from Baud et al. 2019 for northeast lake sediment accumulation rates.
2. EPA_Extra_Chron_Data: additional lake sedimentation chronology data.
3. Lake_Metadata_n701: coordinates, waterbody type, area, elevation, and slope information.
4. Neotoma_Chron_Data: lake sediment core depth, age estimates, and age model info downloaded from Neotoma.
5. RARE_Sample_Metadata: RARE project lakes' name, collection date, source.
6. SAR_Calc_1850_n691: data for variables required by the Baud SAR equation.
7. SAR_Comparison_Results: comparison of observed and predicted SAR.
8. Stations_RARE_Neotoma_Crosswalk: data used to match RARE project lakes with lakes from Neotoma to confirm they are the same lakes.
DOI: 10.23719/1530581
title: Dataset of Leachate Parameters from an Elevated Temperature Landfill 

description: Leachate volumes and composition data before and after a subsurface exothermic reaction.
DOI: 10.23719/1530692
title: Data For: Predicted impacts of heterogeneous chemical pathways on particulate sulfur over Fairbanks, Alaska, the N. Hemisphere, and the Contiguous United States

description: This dataset includes CMAQ model output, compiled publicly available observations, and model source code used in "Predicted impacts of heterogeneous chemical pathways on particulate sulfur over Fairbanks, Alaska, the N. Hemisphere, and the Contiguous United States"
DOI: 10.23719/1530873
title: Quantitative Fecal Pollution Assessment with Bacterial, Viral, and Molecular Methods in Small Stream Tributaries

description: This dataset includes concentrations of culture-based fecal indicator concentrations, microbial source tracking marker concentrations, results from Bayesian statistical analysis.
DOI: 10.23719/1530881
title: Datasets for manuscript: Phosphorus recovery in municipal wastewater and socioeconomic impacts in Canada and the United States

description: The datasets contain the computer code and data required to determine the cost and economic impacts of phosphorus recovery from municipal wastewater in Canada and the United States. The datasets supply data to (i) calculate the efficiency and cost of phosphorus recovery from the aqueous phase of digestate and sewage sludge for wastewater resource recovery facilities (WRRFs) as shown in Figure 1; (ii) estimate the average annual per capita phosphorus recovery cost and the household affordability index (HAI) across the second-level territory divisions (census divisions (Canada) and counties (United States)) when excluding and including the offset cost derived from avoiding potential environmental damage caused by phosphorus releases as shown in Figure 2; (iii) supply the distribution of population in urban and rural areas, the treatment level of the WRRFs, and the phosphorus recovery points as a function of the WRRF scale in the studied regions of Canada and the United States as shown in Figure 3; and (iv) describe the distribution of the average phosphorus recovery cost, annual per capita phosphorus recovery costs, and the HAI per studied regions as shown in Figure 4.  

Data describing the WRRFs’ location and characteristics across the studied regions of Canada and the United States are retrieved from the HydroWASTE database (https://www.hydrosheds.org/products/hydrowaste), including their spatial coordinates, treatment level, treatment design capacity, and population served. The HydroWASTE database reports the WRRF treatment level as primary, secondary, and advanced treatment. Since the U.S. Environmental Protection Agency does not define numeric nutrient water quality criteria for secondary wastewater treatment effluents, we consider that only the WRRFs with advanced treatments have specific processes for removing phosphorus from the liquid effluent.

To perform the analysis at the second-level divisions, data on total population, distribution of population in urban and rural areas, total income, and average annual income per capita are retrieved at the census division and county level for Canada and the United States, respectively. Data for the year 2020 is considered since it is the most recent information available for both countries. The first-level divisions level corresponds to census divisions of the United States, which provide territorial divisions similar in terms of development, demographic characteristics, and economic activities, being extensively used for collecting and analyzing data throughout the United States. A table of the states included in each United States census division can be found in the Supplementary Information file. The equivalent of the United States census divisions for Canada is the Canadian provinces and territories, although it must be noted that, unlike the case of the United States, their definition is guided by administrative and political considerations instead of statistical criteria.
DOI: 10.23719/1530965
title: Salt related water quality data for urban rivers

description: water quality data collected along flow paths from Willamette and Licking Rivers
DOI: 10.23719/1531006
title: Diatom and Environmental Data

description: Raw data associated with this research.
DOI: 10.23719/1531016
title: Michigan SciHUB Table 1 final

description: The metadata for Table 1 is the raw data and averages for each of the physical and chemical measurements made. Each tab in the Excel file is labeled with the analyte covered. 

The 16S rRNA sequence data is the assembled sequences for each of the samples used to create the Figures
DOI: 10.23719/1531084
title: Drinking Water Buffer Intensity Simulator (BIS): Development and Practical Simulations

description: Data for figures presented in Drinking Water Buffer Intensity Simulator (BIS): Development and Practical Simulations.
DOI: 10.23719/1531133
title: Differential transcriptomic alterations in nasal versus lung tissue of acrolein-exposed rats

description: Frontiers in Toxicology paper, Differential transcriptomic alterations in nasal versus lung tissue of acrolein-exposed rats, 2023 Alewel DI
DOI: 10.23719/1531664
title: Raw data underlying JGLR 2024 journal article concerning aquatic invertebrate composition at APIS 2017 and ISRO 2012within Lake Superior. 

description: The two excel files provide zooplankton and benthic macroinvertebrate data, respectively, underlying the publication.  The data consist of sample by taxa matrices for Isle Royale in 2012, Apostle Islands in 2017, Lake Superior CSMI in 2016, and Lake Superior NCCA in 2015.
DOI: 10.23719/1531675
title: Report on Evaluation of the Interaction-based Hazard Index Formula with Data on Trihalomethanes

description: The endpoints selected for evaluation of the HIINT formula were percent relative liver weight of mice (PcLiv) and the logarithm of ALT [Log(ALT)], where the log transformation was used to help stabilize the increases in variance with dose found in the ALT dataset.
DOI: 10.23719/1531683
title: Data - Anthropogenic secondary organic aerosol and ozone production from asphalt-related emissions

description: This data was used to generate the figures and perform the analysis in the aforementioned manuscript.
DOI: 10.23719/1531736
title: Legionella pneumophila inactivation results using germicidal UV-LEDs

description: These data include all the raw data in three Excel files. The first Excel file entitled "UV-LED Data" contains several datasheets was prepared separately for each test run with three different strains of Legionella pneumophila. The second and third files "Linear Regression Data" and "ANCOVA Data" were prepared for each strain of L. pneumophila to calculate statistics such as regression analysis and analysis of covariance, respectively.
DOI: 10.23719/1531756
title: Dataset for Ngo et al. (2024), "Bridging Existing Energy and Chemical Transport Models to Enhance Air Quality Policy Assessment"

description: This file describes the dataset used in the following article:
Ngo, S., B.N. Murphy, C.G. Nolte, K.E. Brown (2024), Bridging existing energy and chemical transport models to enhance air quality policy
assessment. Environmental Modelling and Software, in press, available at https://doi.org/10.1016/j.envsoft.2024.106218.
The Community Multiscale Air Quality (CMAQ) model version 5.3.1 was used to simulate air pollutant concentrations over the continental United States using grid cells with 12km x 12km horizontal spacing, with the height of the lowest model layer around 38 m. 
The model is open source and freely available on GitHub at https://github.com/USEPA/CMAQ.

Files included in this dataset:
Outputs from The Integrated MARKAL-EFOM System (TIMES) model for each scenario. 
Scenario-specific Emission Control files for the Community Multiscale Air Quality (CMAQ) model, as well as the R script used to create the Emission Control files from the TIMES outputs. 
Annual mean concentrations of particulate matter smaller than 2.5 microns in diameter (PM2.5) and summer means of the daily 8-h average ozone level for each modeled scenario.
DOI: 10.23719/1531797
title: IBWC_Monitoring_Data

description: Twenty four months of daily water quality results (Daily sediment loads, concentrations of Fecal Indicator Bacteria)  will be made available electronically and shared with public via the IBWC GIS-based website (https://usibwc.maps.arcgis.com/apps/webappviewer/index.html?id=7be2cf73494c4847ab44718492c48315).
DOI: 10.23719/1531802
title: PISCES Seahorse database 

description: This dataset contains saturated fatty acid, ambient PM2.5 and RBC mitochondria data.
DOI: 10.23719/1531894
title: Datasets for manuscript "An End-of-Life Plastic and Additive Flow Tracker Tool for Scenario Forecasting"

description: EoLPAFT
This code was written for the tool shared in the peer-reviewed manuscript "An End-ofLife Plastic and Additive Flow Tracker Tool for Scenario Forecasting."

Also, the supplementary file "Chea et al - EoLPAFT-Supplementary-Final.docx" describes the tool Requirements, the EoLPAFT.py Script, User Specifications and Calculations, Material Flow Results, The model_dev.py Script, The pipe_test_GUI.py Script, and The “MySQL Database” Folder

Requirements
This code was written using Python 3.x. The following Python libraries are required for running the code:
tkinter (https://docs.python.org/3/library/tkinter.html
numpy (https://pypi.org/project/numpy/)
PIL (https://pypi.org/project/pillow/)
plotly (https://pypi.org/project/plotly/)
pandas (https://pypi.org/project/pandas/)
datetime (https://pypi.org/project/DateTime/)
io (https://docs.python.org/3/library/io.html)
html2image (https://pypi.org/project/html2image/)
tktooltip (https://pypi.org/project/tkinter-tooltip/)
matplotlib (https://pypi.org/project/matplotlib/)
xlsxwriter (https://pypi.org/project/XlsxWriter/)

How to use
The Python Script requires no additional documents. To run the Python script, you need to navigate to the directory containing main.py. Then, you execute the following command either on Windows CMD or Unix terminal:

python main.py
The GUI will open and allow use of the tool. The data can then be input by the user.

Outputs
After running the Python script you will obtain the following files:

File name	Description
temp-plot.html	Sankey Diagram Showing Normalized Flows
Sankey_Diagram.png	PNG version of Sankey Diagram above
Optional documents that can also be generated:

File name	Description
Stream Summary Calculations.xlsx	Shows MSW stream flows for scenario, current data marked by sheet date/time

Disclaimer
The views expressed in this article's dataset are those of the authors and do not necessarily represent the views or policies of the EPA. Any mention of trade names, products, or services does not imply an endorsement by ORAU/ORISE, the US Government, or the EPA. The EPA does not endorse any commercial products, services, or enterprises.

Acknowledgement
This research was supported in part by an appointment to the US Environmental Protection Agency (EPA) Research Participation Program administered by the Oak Ridge Institute for Science and Education (ORISE) through an interagency agreement between the US Department of Energy (DOE) and the US EPA. ORISE is managed by ORAU under DOE contract number DE-SC0014664. Partial support for undergraduate student at Rowan University was provided by the US EPA Bipartisan Infrastructure Law (BIL) P2 grant 4U96236522.
DOI: 10.23719/1531924
title: Effectiveness of ballast water management systems in the Great Lakes based on a paired uptake-discharge sample design

description: ASV counts across samples with taxonomic identification of ASVs
DOI: 10.23719/1532207
title: Longitudinal Microbial Source Tracking Dataset

description: Dataset describes measurements of host-associated qPCR genetic markers along with other water quality parameters and precipitation from samples collected at marine, estuary, and freshwater recreational sites.  Additional details provided in attached Dataset Description document.

“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: 10.23719/1532253
title: GAC Regeneration using scCO2

description: Data for the published results in Chemosphere Journal. 
This includes regeneration efficiency data and GAC characterization data.
DOI: 10.23719/1527770
title: Virginia Site A Database.xlsx

description: The dataset is comprised of: 1)VOC concentrations of soil gas and indoor air samples collected over the site; 2) the pressure readings used to monitor the pressure differential between subslab and indoor air.
DOI: 10.23719/1528070
title: BMP Media Data_Sep 2022

description: Data used for figures in the Growth Media Efficacy in Biochemical Methane Potential Assays project