cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23719/1506107
title: OGI Perfromance Study Dataset

description: Optical Gas Imaging (OGI) is an important next generation emission measurement (NGEM) technique for finding fugitive industrial emissions (leaks) of methane and volatile organic compounds. The ability of OGI to detect leaks depends on many factors including the skill and training of the OGI operator. This dataset was produced at the Colorado State University Methane Emissions Test and Evaluation Center (METEC) where simulated leaks of various sizes from oil and gas production equipment could be generated.  Dozens of OGI operators from different organizations with various levels of experience participated in a test series to establish their ability to detect leaks under varying conditions using the protocols and procedures they normally employ. This dataset contains the results from this test series.  The associated journal article advances understanding of OGI methods and training using these data.
DOI: 10.23719/1517612
title: Ozone gas decontamination efficacy data for Bacillus anthracis and B. subtilis on building materials

description: The data set consists of a zip file.  Once unzipped, there are several Excel spreadsheets, one for each experiment.  The file name indicates the experimental conditions, in terms of ozone concentration tested, the relative humidity (RH) level, and the microorganism.
DOI: 10.23719/1517804
title: Clifton et.al_2020_SI_DATA_021420

description: Concentration and QA data for triclosan and bisphenols in adult duplicate diet samples from the EX-R study..
DOI: 10.23719/1518368
title: MagnusonMatthew_A-f1w2_dataset_20200228.xlsx

description: Data corresponding to the figures in the paper.
DOI: 10.23719/1518461
title: Data for UMRB Wetland Flowpath TN/TP Manuscript 

description: The dataset includes information to make Figures 2 through 6 of the manuscript.
DOI: 10.23719/1518516
title: Van Genderen at al. 2020 Supplemental Information Data

description: Van Genderen at al. 2020 Supplemental Information Data is an Excel database for demonstrating Zn case study for associated journal article Best Practices for Derivation and Application of Thresholds for Metals Using Bioavailability‐Based Approaches, https://doi.org/10.1002/etc.4559
DOI: 10.23719/1518520
title: variant 4 TEM

description: TEM analysis of particle morphology and size
DOI: 10.23719/1518545
title: Foresight in Federal Government: Supplemental Information - Interview Summaries

description: Interview Summaries with Federal Government partners
DOI: 10.23719/1518662
title: Martin et al_Eucalyptus High Carbohydrate Challenge_All data 

description: The file contains all individual values used to generate means and standard deviations presented in the tables and figures reported in this manuscript.
DOI: 10.23719/1518764
title: A cross-platform approach to characterize and screen potential neurovascular unit toxicants

description: Development of the neurovascular unit (NVU) is a complex, multistage process that requires orchestrated cell signaling mechanisms across several cell types and ultimately results in the formation of the blood-brain barrier. Typical high-throughput screening (HTS) assays investigate single biochemical or single cell responses following chemical insult. As the NVU comprises multiple cell types interacting at various stages of development, a methodology for combining high-throughput results across pertinent cell-based assays is needed to investigate potential chemical-induced disruption to the development of this complex cell system. To this end, we developed a novel method for screening putative NVU disruptors across diverse assay platforms to predict chemical perturbation of the developing NVU. Here, HTS assay results measuring chemical-induced perturbations to cellular key events across angiogenic and neurogenic outcomes were combined to create a cell-based prioritization of NVU hazard. Using activity from each biological outcome, chemicals were grouped into similar modes of action and used to train a logistic regression literature model. This model utilizes the chemical-specific pairwise mutual information score for PubMed MeSH annotations to represent how often a chemical was shown to produce a specific outcome in the published literature space. Taken together, this study presents a methodology to investigate NVU developmental hazard using cell-based HTS assays and literature evidence to prioritize screening of putative NVU disruptors. The results from these screening efforts demonstrate how chemicals that represent a range of putative vascular disrupting compound (pVDC) scores based on angiogenic endpoints can also produce effects on neurogenic outcomes such as neurite outgrowth, neuroprogenitor/neural crest migration, representing an additional method for understanding the range of possible modes of action for disruption of the developing NVU.
DOI: 10.23719/1519042
title: Data used by EPA researchers to generate illustrative figures for overview article "Multiscale Modeling of Background Ozone: Research Needs to Inform and Improve Air Quality Management"

description: Data sets used to prepare illustrative figures for the overview article “Multiscale Modeling of Background Ozone”
Overview

The CMAQ model output datasets used to create illustrative figures for this overview article were generated by scientists in EPA/ORD/CEMM and EPA/OAR/OAQPS. 

The EPA/ORD/CEMM-generated dataset consisted of hourly CMAQ output from two simulations. The first simulation was performed for July 1 – 31 over a 12 km modeling domain covering the Western U.S. The simulation was configured with the Integrated Source Apportionment Method (ISAM) to estimate the contributions from 9 source categories to modeled ozone. ISAM source contributions for July 17 – 31 averaged over all grid cells located in Colorado were used to generate the illustrative pie chart in the overview article. The second simulation was performed for October 1, 2013 – August 31, 2014 over a 108 km modeling domain covering the northern hemisphere. This simulation was also configured with ISAM to estimate the contributions from non-US anthropogenic sources, natural sources, stratospheric ozone, and other sources on ozone concentrations. Ozone ISAM results from this simulation were extracted along a boundary curtain of the 12 km modeling domain specified over the Western U.S. for the time period January 1, 2014 – July 31, 2014 and used to generate the illustrative time-height cross-sections in the overview article. 

The EPA/OAR/OAQPS-generated dataset consisted of hourly gridded CMAQ output for surface ozone concentrations for the year 2016. The CMAQ simulations were performed over the northern hemisphere at a horizontal resolution of 108 km. NO2 and O3 data for July 2016 was extracted from these simulations generate the vertically-integrated column densities shown in the illustrative comparison to satellite-derived column densities.

CMAQ Model Data

The data from the CMAQ model simulations used in this research effort are very large (several terabytes) and cannot be uploaded to ScienceHub due to size restrictions. The model simulations are stored on the /asm archival system accessible through the atmos high-performance computing (HPC) system.  Due to data management policies, files on /asm are subject to expiry depending on the template of the project. Files not requested for extension after the expiry date are deleted permanently from the system. The format of the files used in this analysis and listed below is ioapi/netcdf. Documentation of this format, including definitions of the geographical projection attributes contained in the file headers, are available at 
https://www.cmascenter.org/ioapi/ 

Documentation on the CMAQ model, including a description of the output file format and output model species can be found in the CMAQ documentation on the CMAQ GitHub site at
https://github.com/USEPA/CMAQ
DOI: 10.23719/1519087
title: Dry thermal treatment of soil contaminated with B. anthracis surrogate spores; study efficacy data from heat chamber and soil column tests

description: The data are from the oven tests and the soil column tests in seven MS Excel spreadsheets.  Included are the raw plate and ancillary data used to calculate the number for spores recovered from each soil sample, in colony forming units (CFU).
DOI: 10.23719/1519127
title: Average annual soil loss and sediment yield avoided for each National Land Cover Dataset land cover class for the conterminous US

description: This data set gives estimates of erosion and sediment yield avoided due to the presence of natural land cover.  These estimates are given for each land cover class and summarized for the conterminous US. The data correspond to Fig 6 in the manuscript.
DOI: 10.23719/1519147
title: Martin et al_Peat Telemetry Cardiovascular_All data 

description: This data set includes individual values for each animal that were used to calculate group means and standard deviations for all biological and functional data reported in the manuscript.
DOI: 10.23719/1519220
title: Fort Irwin Test Well and Monitor Well Installation Report

description: The National Training Center (NTC) at US Army Fort Irwin, CA (Fort Irwin) has a stormwater collection system located near the Sleepy Hollow housing area that includes a stormwater catchment basin, controlled release of flood waters, and enhanced local infiltration by a drywell. The system was not performing to design standards and best management practices. To research wet-weather capture and aquifer recharge, the Environmental Protection Agency (EPA) contracted GeoSystems Analysis, Inc. (GSA) to supervise the drilling and installation of a vadose zone testing well (Test Well) and a groundwater monitoring well (Monitor Well) at the Sleepy Hollow drywell site at Fort Irwin. Additionally, GSA contracted Torrent Resources Inc. (Phoenix, AZ) (Torrent Resources) to upgrade the drywell site.

The Test Well was instrumented with water and air piezometers to allow testing of the infiltration capacity of the on-site basin fill deposits and derive hydraulic conductivity properties for these materials through intermediate and large-scale field testing and laboratory testing. Water piezometers were used to conduct borehole permeameter tests to provide an estimation of the saturated hydraulic conductivity (Ksat) at the testing intervals. Air piezometers were used to conduct atmospheric pressure wave testing, which measures the bulk air permeability of vadose zone sediments in the vicinity of the well. Air permeability estimates can then be converted to estimates of water permeability. A water level and temperature sensor was also installed in one of the water piezometers to measure the depth of perched groundwater.

The Monitor Well was drilled to depths reaching the groundwater table to monitor the performance of the new drywell system. The Monitor Well also included a shallow piezometer installed above a low-permeability fine-grained sediment layer. Water level and temperature sensors were installed to measure the depth to groundwater and depth of perched water above the fine-grained layers. In addition, soil water content, electrical conductivity, and temperature sensors were installed at various depths in the vadose zone to monitor advancement of wetting fronts.
DOI: 10.23719/1519301
title: Microbial Community Analysis based on 16S rRNA gene of Sediment Layers

description: A table (DP_OTU.xlsx) contains rows as OTUs, columns as samples, and entries representing the abundance of each OTU.
DOI: 10.23719/1520912
title: Krause_A-7m0t_Dataset_SCWO_20210302

description: This is the data contained in the paper "Supercritical water oxidation (SCWO) as an innovative technology for PFAS destruction"
DOI: 10.23719/1520968
title: EPA ORD 2019 benthic survey of the Three Bays estuary, Barnstable, MA

description: Includes in-situ water quality measurements and sediment grab samples analyzed for grain size distribution, total organic carbon, and benthic macroinvertebrates (counts and taxa) for 25 stations throughout the estuary. Samples were collected September 9-11, 2019.
DOI: 10.23719/1503346
title: Pensacola watershed case study

description: This data set contains the spatial layers that were input into ecosystem services models (Maps.zip), including the A2 and B1 landuse change scenarios, and the polygon boundaries for the Pensacola watershed.  This dataset also includes the future climate data (ClimateData.csv) used in scenarios.  Model output for 20 stochastic runs of each A2 and B1 scenario is included in three files: 1) the calculated ES metrics that were used to calculate ES indicators (ESMetrics_CountyYearly.xlsx), 2) the scaled ES indicators used as input into HWBI regression models (ESIndicators_CountyYearly.xlsx), and 3) the calculated HWBI Domain and composite scores (HWBIDomains_CountyYearly.xlsx).
DOI: 10.23719/1503385
title: Metropolitan DWDS Taxonomic Lineage Abundance Data Set

description: An abundance matrix (PS_taxonomic_lineage.xlsx) contains rows as taxonomic lineage, columns as samples, and entries representing the abundance of each lineage as a ratio of all sequences obtained for each individual sample.
DOI: 10.23719/1503669
title: NHDPlusV2_Catchment_RBI_data

description: Table of RBI metrics aggregated to each catchment
DOI: 10.23719/1503678
title: PFAS Online SPE Supporting Information

description: Supporting information for manuscript, including chromatograms, peak areas, and standard recovery data to support PFAS manuscript.
DOI: 10.23719/1503681
title: Aortic Rings Viability with Fatty Acid Exposures; Released LDH activity expressed as % of unexposed control value; VBass ms 12-OH Oleic acid impairs vasorelaxation; 1Mar2019. Table 1 

description: Figure 1. is Aortic Ring Responses Following 1hr Exposure with either 200µM OA, 12-OH-OA, or vehicle.  Table 1. is Aortic  Tissue Viability.
DOI: 10.23719/1503884
title: Pb LCF data for Port Pirie soil

description: The dataset shows the distribution of lead phases (as weighted percentages) within a soil sample from Port Pirie (South Australia) determined from linear combination fitting of X-ray absorption spectroscopy data, along with LCF statistical error.
DOI: 10.23719/1503951
title: DriLube VOC Concentrations, Pressure & Vacuum Readings and Metadata

description: There are 3 main databases. #1 is the VOC concentrations of soil gas and indoor air samples collected over the site. #2 is the pressure readings used to monitor the pressure differential between subslab and indoor air. #3 is the vacuum reading used to monitor effectiveness, strength, and reach of vacuum created during the SVE operation.
DOI: 10.23719/1504021
title: ENM final

description: The data is the total number of manuscripts that were evaluated in each category.  The data helped develop figure 2 and 3.
DOI: 10.23719/1504034
title: LMR diatom metabarcoding 2016

description: DNA barcoding gene sequences and files associated with their analysis
DOI: 10.23719/1504037
title: Safety Light Corps sediment and Cs sorption dataset

description: Dataset contains: sediment characterization (textural analysis, percent water content, percent organic content) from Susquehanna River sediments, radionuclide activities, and results from cesium sorption batch reactor experiments.
DOI: 10.23719/1504214
title: Calculated values for Figures in journal article: "Review of Pervaporation and Vapor Permeation Process Factors Affecting the Removal of Water from Industrial Solvents"

description: This Excel file contains the values used to create the figures in the journal article "Review of Pervaporation and Vapor Permeation Process Factors Affecting the Removal of Water from Industrial Solvents"
DOI: 10.23719/1504242
title: Vapor uptake inhalation data for chloroform in F344 rats

description: This dataset describes disappearance of chloroform from a vapor uptake chamber with time due to metabolism. The research concentrates on optimization for estimation of metabolic constants using a novel technique.
DOI: 10.23719/1504525
title: Saunders et al._Dietary bioaccumulation and biotransformation of hydrophobic organic sunscreen agents in rainbow trout

description: Organic ultraviolet filters (UVFs; also known as sunscreen agents) used in personal care and consumer products can enter the aquatic environment via wastewater treatment plant effluents or by loss from skin during swimming and other recreational activities.  Some UVFs are hydrophobic (log Kow > 4) which has led to concern that they may bioaccumulate in aquatic organisms.  The purpose of this study was to investigate the bioaccumulation and biotransformation of two widely-used UVFs, 2-ethylhexyl-4-methoxycinnamate (EHMC) and octocrylene (OCT) in rainbow trout exposed via the diet.  EHMC and OCT were significantly metabolized by trout and this metabolism substantially reduced bioaccumulation relative to levels observed for a set of poorly transformed chemicals having similar log Kow values.  Derived bioconcentration factors (BCFs) and biomagnification factors (BMFs) for both UVFs were well below established bioaccumulation criteria, suggesting that EHMC and OCT are unlikely to pose a bioaccumulation hazard in trout.  This research substantially increases existing knowledge concerning the fate and effects of UVFs in the environment.
DOI: 10.23719/1506132
title: Data for manuscript "Incorporating upstream emissions into electric sector nitrogen oxide reduction targets"

description: This dataset provides the values used to develop the figures within the manuscript "Incorporating upstream emissions into electric sector nitrogen oxide reduction targets". 

Here is the abstract from that manuscript: Electricity production is a major source of air pollutants in the U.S. Policies to reduce these emissions can result in the power industry choosing to apply controls or switch to fuels with lower combustion emissions. However, the life cycle emissions associated with various fuels can differ considerably, potentially impacting the effectiveness of fuel switching. Life cycle emissions, which include emissions from extracting, processing, transporting, and distributing fuels, as well as manufacturing and constructing new generating capacity, have received less consideration in policy-making. Life cycle analysis allows quantification of these emissions such that they can be considered in decision-making. We examine a hypothetical electric sector emission reduction target for nitrogen oxides using the Global Change Assessment Model with U.S. state-level resolution. When only power plant emissions are considered in setting an emission reduction target, fuel switching leads to an increase in upstream emissions that offsets a portion of the targeted reductions. When fuel extraction, processing, and transport emissions are included under the reduction target, the resulting control strategy meets the required reductions and does so at lower cost. However, manufacturing and construction emissions increase, indicating that it may be beneficial to consider these sources as well. In the real world, life cycle-based approaches could be implemented by allowing industry to earn reduction credits by reducing upstream emissions. We discuss some of the limitations of such an approach, including the difficulty in identifying the location of upstream emissions, which may occur across regulatory authorities or even outside of the U.S.
DOI: 10.23719/1517591
title: Raw data used in study

description: This file contains land cover and water chemistry data
DOI: 10.23719/1517618
title:  Indophenol Method Temperature Dependence: Impact on monochloramine, free ammonia, and free chlorine measurement

description: Data is for the manuscript figures.
DOI: 10.23719/1517788
title: EPIC/MODIS LAI Comparison Data

description: This zip file contains the underlying data used to create all tables and figures within the manuscript
DOI: 10.23719/1517789
title: Schoen et al 20xx_Data Set

description: Human-associated genetic marker concentrations in raw sewage
DOI: 10.23719/1518407
title: Shrestha et al 20xx_Data Set

description: Microbial source tracking, fecal indicator, and precipitation data sets
DOI: 10.23719/1518437
title: Dataset for Saavedra et al.

description: Data in each figure of the publication are provided in different tabs of the excel spreadsheet. There were multiple concentrations tested, which are listed in the rows of the sheet. Each column is a different replicate.
DOI: 10.23719/1518470
title: Acetamiprid in pollen_2018_Science Hub_Data.xlxs

description: Excel file with processed data used to generate each figure in the manuscript.
DOI: 10.23719/1518491
title: Acetamiprid in syrup_2019_ScienceHub_Data.xlxs

description: Excel file with processed data used to generate each figure in the manuscript.
DOI: 10.23719/1518512
title: Dataset for the analysis of the cost-effectiveness of Nutrient Management on Nitrate-N

description: Midwest and nitrate-N loss data for nutrient management
DOI: 10.23719/1518690
title: Data for LMDI Analysis

description: this data file presents the underlying raw data to generate figures in the manuscript.
DOI: 10.23719/1518696
title: Ecological insights into temporal dynamics of the bacterial community assembly 

description: These data include detailed sample description (sampling locations, sampling events, DNA concentrations in four separate spreadsheet in an Excel file) and DNA sequencing plate layout.
DOI: 10.23719/1518697
title: Superfund cleanups and children’s lead exposure in six states

description: Data for the study include restricted access and non-restricted access files. Restricted access files include individual children's blood lead data from six states, property assessment data from Zillow, Inc., and Census tract characteristics processed by GeoLytics. Information on how to obtain restricted access files is given in the supporting document "data sources for ScienceHub.docx". Non-restricted access files available here include contaminated site locations and characteristics (Superfund, brownfields, and RCRA sites), ambient air lead concentrations, state-month average temperatures, and vehicle miles traveled in 1980.
DOI: 10.23719/1518747
title: Transformation and release of nanoparticle additives & byproducts from commercially available surface coatings on pressure treated lumber via dermal contact, Data Set

description: The data presented is for the figures presented in the manuscript.