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Federal
ISA Literature screening dataset v.1 recent views
U.S. Environmental Protection Agency —
This dataset contains one instance of the information used in searching and screening peer-reviewed literature to identify references to be used in EPA's Integrated... -
Federal
Chemicals and harmonized functions recent views
U.S. Environmental Protection Agency —
Chemicals and harmonized functions - dataset of chemicals mapped to a harmonized chemical function category. This dataset is associated with the following... -
Federal
Chemical product and function dataset recent views
U.S. Environmental Protection Agency —
Merged product weight fraction and chemical function data. This dataset is associated with the following publication: Isaacs , K., M. Goldsmith, P. Egeghy , K.... -
Federal
QSARs for Plasma Protein Binding: Source Data and Predictions recent views
U.S. Environmental Protection Agency —
The dataset has all of the information used to create and evaluate 3 independent QSAR models for the fraction of a chemical unbound by plasma protein (Fub) for... -
Federal
NaKnowBase_11202020 recent views
U.S. Environmental Protection Agency —
NaKnowBase 11202020 version submitted with Boyes et al., 2022. This dataset is associated with the following publication: Harten, P., H. Helgen, W. Melendez, B.... -
Federal
A database of chemical absorption in human skin with mechanistic modeling applications recent views
U.S. Environmental Protection Agency —
Data Records The database is deposited on the Dryad Digital Repository as a series of Microsoft Excel files prepared to be used in coding. It is presented as... -
Federal
Chemical Function Predictions for Tox21 Chemicals recent views
U.S. Environmental Protection Agency —
Random forest chemical function predictions for Tox21 chemicals in personal care products uses and "other" uses. This dataset is associated with the following... -
Federal
Catchments and Variables Used for Random Forest Classification and Regression Groundwater and Surface Water Models for Nitrate Violation classes, Violation concentrations, or Percent of Systems in Violation for Public Drinking Water Supplies recent views
U.S. Environmental Protection Agency —
This research used public drinking water nitrate violations data from across the conterminous United States as response variables, and various predictor variables... -
Federal
Projected Temperature and Ozone Data for Ren et al. Bayesian Ensemble Manuscript recent views
U.S. Environmental Protection Agency —
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... -
Federal
Predict_Organ_Toxicity_ChemResTox_Data recent views
U.S. Environmental Protection Agency —
We use a supervised machine learning strategy to systematically investigate the relative importance of study type, machine learning algorithm, and type of descriptor... -
Federal
Lake Erie HABs Modeling Dataset recent views
U.S. Environmental Protection Agency —
The dataset include hydroclimate and ambient environmental as the input data and Cyanobacterial HABs Index (CI) calculated from satellite imageries as the output data... -
Federal
Deep Learning for Water Quality recent views
U.S. Environmental Protection Agency —
Streamflow data (Fig. 1a) from the Global Streamflow Indices and Metadata Archive (GSIM) were compiled from repositories at https://doi.org/10.1594/PANGAEA.887477 and... -
Federal
US EPA EnviroAtlas Meter-Scale Urban Land Cover (MULC) Data Characteristics recent views
U.S. Environmental Protection Agency —
Meter-scale Urban Land Cover (MULC), a unique, high resolution (one meter2 per pixel) land cover dataset, has been developed for 30 US communities for the United... -
Federal
Estimated floodplain map for the conterminous United States recent views
U.S. Environmental Protection Agency —
Understanding the relationship between flood inundation and floodplains is critical for ecosystem and community health and well-being, as well as targeting floodplain... -
Federal
Methane and carbon dioxide emission rates from reservoirs in Ohio, Kentucky, and Indiana recent views
U.S. Environmental Protection Agency —
This dataset contains methane and carbon dioxide emission rates measured in 32 reservoirs distributed across Ohio, Kentucky, and Indiana. Ancillary environmental data... -
Federal
Machine Learning Modeling of Water Quality Based Risk Assessment recent views
U.S. Environmental Protection Agency —
This is the geospatial and hydroclimate input data used to develop data-driven Machine Learning (ML) models as well as model estimated water quality based risk... -
Federal
Code for Predicting MIEs from Gene Expression and Chemical Target Labels with Machine Learning (MIEML) recent views
U.S. Environmental Protection Agency —
Modeling data and analysis scripts generated during the current study are available in the github repository: https://github.com/USEPA/CompTox-MIEML. RefChemDB is... -
Federal
Designing QSARs for parameters of high throughput toxicokinetic models using open-source descriptors recent views
U.S. Environmental Protection Agency —
The MS Excel file (Dawson et al S2 Supporting information.xlsx) contains multiple sheets containing the training sets, test sets, and predictions for intrinsic... -
Federal
Characterizing cleft palate toxicants using ToxCast data, chemical structure, and the biomedical literature recent views
U.S. Environmental Protection Agency —
A data set of 500 chemicals evaluated for their ability to induce cleft palate in animal prenatal developmental studies was compiled from Toxicity Reference Database... -
Federal
A comparison of machine learning approaches for predicting hepatotoxicity potential using chemical structure and targeted transcriptomic data recent views
U.S. Environmental Protection Agency —
Supplementary data for "Tia Tate, Grace Patlewicz, Imran Shah, A comparison of machine learning approaches for predicting hepatotoxicity potential using chemical...