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Records with

  • Keyword = exposure Modeling OR ExpoCast.
  (Sorted by Fiscal Year)
Records 1 to 25 of 997

2024
Release of SHEDS-HT v0.1.10
(DATA/SOFTWARE) [Published : Apr 23, 2024]
This release of SHEDS-HT (v0.1.10) updates the model to include input data developed from EPA's Chemicals and Products Database (CPDat) Version 3. Other changes include:   - Updated function documentation- Updated functionality with regard to SHEDS-HH home location set-up- A...
ExpoCast: NAMs for Exposure (Baylor 2024)
(PRESENTATION) [Presented : Apr 10, 2024]
N/A
ExpoCast:NAMs for Exposure
(PRESENTATION) [Presented : Mar 19, 2024]
N/A
Modeling clothing as a secondary source of exposure to SVOCs across indoor microenvironments
(JOURNAL) [Published : Dec 21, 2023]
Evidence suggests that clothing can influence human exposure to semi-volatile organic compounds (SVOCs) through transdermal uptake and inhalation. Accordingly, a computational modeling framework (ABICAM) was expanded and applied to assess the dynamics of human exposure to gas-pha...
Screening for drinking water contaminants of concern using an automated exposure-focused workflow
(JOURNAL) [Published : Jan 01, 2024]
Background: The number of chemicals present in the environment exceeds the capacity of government bodies to characterize risk. Therefore, data-informed and reproducible processes are needed for identifying chemicals for further assessment. The Minnesota Department of Health (MDH)...
ExpoPath: Identifying and Annotating Exposure Pathways from Chemical Co-occurrence Networks
(PRESENTATION) [Presented : Mar 14, 2024]
Background and Purpose An ongoing and primary research endeavor of the US EPA includes the evaluation of chemical risk to environmental and human health as well as modes of traversal from commercial sources and industrial processes to environmental and ecological media (including...
Machine Learning Approaches to Predicting Chemical Occurrence in Environmental and Biological Media
(PRESENTATION) [Presented : Mar 14, 2024]
Abstract for invited SOT 2024 session "Practical applications of machine learning for gaining mechanistic insights in toxicology" Monitoring of chemical occurrence in various environmental media is gold-standard information for characterizing the mechanisms by which hum...
Environmental Release and Occupation Exposure Models Used in Chemical Risk Evaluation
(PRESENTATION) [Presented : Aug 31, 2023]
Under the Toxic Substances Control Act (TSCA), the US Environmental Protection Agency (US EPA) is required to determine whether a chemical substance poses an unreasonable risk before the chemical is manufactured in or imported into the United States. This presentation provides an...
Environmental Release and Occupation Exposure Models Used in Chemical Risk Evaluation
(PRESENTATION) [Presented : Nov 18, 2022]
Under the Toxic Substances Control Act (TSCA), the US Environmental Protection Agency (US EPA) is required to determine whether a chemical substance poses an unreasonable risk before the chemical is manufactured in or imported into the United States. This presentation will provid...
AirToxScreen (formerly known as National-scale Assessment of Air Toxics Risks)
(ASSESSMENT DOCUMENT) [Published : Nov 10, 2003]
The national-scale assessment of air toxics risks is a modeling assessment which combines emission inventory development, atmospheric fate and transport modeling, exposure modeling, and risk assessment to characterize the risk associated with inhaling air toxics from outdoor sour...
Towards a Transparent Framework for Risk-based Evaluation of Treated Produced Water in the Permian
(PRESENTATION) [Presented : Nov 16, 2023]
There is growing interest in promoting the treatment and beneficial re-use of production water from onshore oil & gas operations. A significant challenge to re-use strategies is the variable and complex chemical composition of produced waters. Produced waters (PW) may come from m...
Review of generic scenario environmental release and occupational exposure models used in chemical risk assessment
(JOURNAL) [Published : Nov 02, 2023]
Under the Toxic Substances Control Act (TSCA), the United States Environmental Protection Agency (USEPA) is required to determine whether a new chemical substance poses an unreasonable risk to human health or the environment before the chemical is manufactured in or imported into...
Integration of Climate Model Projections and Pesticide Application Scenarios for Probabilistic Risk Assessment with a Bayesian Network Approach
(PRESENTATION) [Presented : Nov 17, 2022]
We present a Northern European case study from the SETAC Pellston workshop in June 2022 on integration of global climate change (GCC) modeling into ecological risk assessment. In Northern Europe, GCC is expected to result in increased temperatures and precipitation. The changes i...
EPA Tools and Resources Webinar: Introducing EPA’s Chemical Exposure Knowledgebase
(PRESENTATION) [Presented : Dec 07, 2023]
This is a training presentation to the EPA Tools and Resources Webinar. The ChemExpo Knowledgebase is a new ORD tool for disseminating information on how chemicals are used in commerce, including in consumer products.
Web-based PM2.5 Exposure Modeling Tool for Wildfire Smoke Events
(PRESENTATION) [Presented : Oct 18, 2023]
Exposure to fine particulate matter (PM2.5) from wildfire smoke is an important and growing risk to public health. Reducing personal exposure from public health actions can minimize adverse health effects associated with PM2.5 from wildfire smoke. To motivate individuals to modif...
EPA’s ExpoCast Project: Advancing Chemical Evaluation with New Approach Methods for Exposure
(PRESENTATION) [Presented : Oct 19, 2023]
This talk provides a high-level overview of the work going on in EPA's ExpoCast research program, including the development of NAMs for exposure and statistical frameworks for building consensus models.
Identification and Prioritization of Chemical Co-Exposures using Consumer Purchase Data 
(PRESENTATION) [Presented : Sep 27, 2023]
Chemicals in consumer products are a major contributor to human chemical coexposures. Consumers purchase and use a wide variety of products containing potentially thousands of chemicals. There is a need to identify potential real-world chemical coexposures to prioritize in v...
Integrating Time-Activity and Air Quality Sensors and Models into Smartphone-based PM2.5 and Ozone Exposure Model (TracMyAir)
(PRESENTATION) [Presented : Nov 01, 2021]
Epidemiologic studies of ambient fine particulate matter (PM2.5) and ozone (O3) often use outdoor concentrations as exposure surrogates, which can induce measurement error. We developed an exposure model called TracMyAir, which is an iPhone application that determines eight tiers...
Toxicity-Adjusted Exposures to N-methyl carbamate (NMC) and Organophosphate (OP) Pesticides in Food
(DATA/SOFTWARE) [Published : Aug 30, 2022]
This indicator describes trends in dietary exposures (food alone) to two classes of pesticides: N-methyl carbamates (NMC) and organophosphates (OP). The indicator considers exposure from multiple foods and determines a combined toxicity-weighted exposure to these pesticides which...
An Evaluation of Performance and Coverage of Selected in Silico Metabolism Tools
(PRESENTATION) [Presented : Oct 23, 2020]
Regulatory changes in chemical safety assessment have sought to supplant animal testing with high-throughput screening and in silico modeling. In conjunction with these regulatory changes, metabolism prediction software have seen significant growth in recent years and can support...
Adapting Existing Occupational Exposure Models and Data for High-throughput Application (ISES 2020)
(PRESENTATION) [Presented : Sep 24, 2020]
With the passing of the Frank R. Lautenberg Chemical Safety for the 21st Century Act, the Toxic Substances Control Act (TSCA) was amended to require risk assessors to consider susceptible subpopulations when prioritizing compounds for risk assessment. While high-throughput consum...
Using Personal Air Sensor and GPS to Determine Microenvironment-specific Exposures to Volatile Organic Compounds
(PRESENTATION) [Presented : Aug 31, 2021]
Human exposure to volatile organic compounds (VOCs) from indoor sources including consumer products is a public health concern that is understudied. In the context of a 10-day nine-person pilot study designed to test and demonstrate methods for monitoring personal VOC exposures, ...
Screening Chemicals for Drinking Water Contaminants of Emerging Concern Using an Exposure-Focused Workflow
(PRESENTATION) [Presented : Sep 21, 2023]
This subproduct is an invited talk for the 2023 EPA FSTRAC meeting, describing the collaboration between EPA and Minnesota Department of Health to develop a rapid exposure screening workflow for emerging contaminants of concern in drinking water.
2023
Application of Metamodeling Approaches to Improve Cohort-Specific High-Throughput Exposure Predictions
(PRESENTATION) [Presented : Aug 31, 2023]
The U.S. Environmental Protection Agency’s (EPA) Exposure Forecasting (ExpoCast) project has developed high-throughput (HT) models for estimating population exposures to thousands of chemicals for use in chemical prioritization. Within the ExpoCast Systematic Empirical Eval...
Characterizing Pathways of Exposure for Risk-Based Chemical Prioritization (ISES 2023)
(PRESENTATION) [Presented : Aug 31, 2023]
We categorized more than 60,000 chemical substances by broad pathways of exposure: consumer, industrial, pesticide, food, pharmaceuticals, and other pathways.  These pathway categorizations can be used as a training set for automated read-across of chemical exposure pathways...