Air Pollution

[Under Review] Impact of Temporally-Varying Geographic Predictors on Long-Term Air Pollution Exposure Estimation for Epidemiology

Many cohort studies have investigated the health effect of long-term exposure to air pollution using exposure prediction models, given the lack of individual-level measurements. In these models, the characterization of individual exposures at the …

Personal Exposure using GPS and Time-Activity Diary

Investigating the Relationship between Personal PM Exposure and Time-Activity Diares and GPS Data and Analyzing Spatial Variability of Personal PM Exposure in Microenvironments

[Manuscript in Preparation] Analyzing Personal PM2.5 Exposure Through APT (Activity-Place-Transport) variables: Integration of Time Activity Patterns, Place, and Transportation

This study investigates the influence of visited places and activities on personal exposure to PM2.5, considering seasonal and weekday/weekend variations. Data were collected from 54 senior participants in South Korea using GPS devices, personal air …

[Manuscript in Preparation] Correlation of Air Pollution and Traffic Volume: Comparison between Road Density and Traffic Volume Estimates

This study examined the correlation between air pollution and traffic using nationwide traffic estimates and compared the correlation with road density, which is used as a traffic surrogates. The research data used VKT (Vehicle Kilometers Traveled) …

Air Pollution Predictive Modeling

This project aims to predict air pollution concentrations at locations across South Korea where direct measurements are unavailable.