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Federal
ISA Literature screening dataset v.1
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
US EPA EnviroAtlas Meter-Scale Urban Land Cover (MULC) Data Characteristics
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
Chemical product and function dataset
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
Estimated floodplain map for the conterminous United States
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
QSARs for Plasma Protein Binding: Source Data and Predictions
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
Chemical Function Predictions for Tox21 Chemicals
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
Methane and carbon dioxide emission rates from reservoirs in Ohio, Kentucky, and Indiana
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
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
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
FengChang et al_ML Output.xlsx
U.S. Environmental Protection Agency —
Outputs from WRF, EPIC, VIC. Outputs and analysis from the ML-based model described in the paper. This dataset is associated with the following publication: Feng... -
Federal
Chemicals and harmonized functions
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
Machine Learning Modeling of Water Quality Based Risk Assessment
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)
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
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
Lake Erie HABs Modeling Dataset
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
Drinking Water Microbiome OTU Abundance Data Set
U.S. Environmental Protection Agency —
An abundance matrix (BM_OTU.xlsx) contains rows as OTU, columns as samples, and entries representing the abundance of each OTU as a ratio of all sequences obtained... -
Federal
Predict_Organ_Toxicity_ChemResTox_Data
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
Quantifying wintertime O3 and NOx formation with relevance vector machines
U.S. Environmental Protection Agency —
Underlying data associated with figures in publication. Portions of this dataset are inaccessible because: Data is now available for public access. They can be... -
Federal
Projected Temperature and Ozone Data for Ren et al. Bayesian Ensemble Manuscript
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
Predicting compound amenability with liquid chromatography-mass spectrometry to improve non-targeted analysis
U.S. Environmental Protection Agency —
The dataset and experimental and predicted amenability calls are provided in the supplemental file “Supplemental_ToxCast_PhaseII.xlsx”. PaDEL descriptors were... -
Federal
Quantitative structure activity relationships (QSARs) and machine learning models for abiotic reduction of organic compounds by an aqueous Fe(II) complex
U.S. Environmental Protection Agency —
Due to the increasing diversity of organic contaminants discharged into anoxic water environments, reactivity prediction is necessary for chemical persistence...