Publications Hyperlocal super-learned PM2.5 components across the contiguous US Recent NSAPH work found remarkable spatiotemporal variability in the U.S. with respect to PM2.5 components, which have been associated with increased morbidity and mortality. Click here to read more. A Review on the Relevance of COVID Paired with Air Pollution Are you aware of the link between COVID-19 and air pollution? Click here to read the full article and learn more. Integrated Causal-Predictive Models for Tropical Cyclone Epidemiology Strategic preparedness reduces the adverse health impacts of hurricanes and tropical storms. Click here to read more. Air pollution exposure disparities across US population and income groups Disparities in exposure relative to safety standards set by the US Environmental Protection Agency and the World Health Organization have been increasing over time. Click here to read the full publication. A Self Controlled Approach to Survival Analysis Using a self-controlled approach to survival analysis, we attempted to link long-term air pollution exposure to increased mortality while accounting for various confounders. Click here to read more! Longterm exposure to permissible concentration of pollutants increases mortality Check out our group's paper entitled: Long-term effect of exposure to lower concentrations of air pollution on mortality among US Medicare participants and vulnerable subgroups: a doubly-robust approach States decline in NO2 levels after lockdown due to lower mobile source emissions Check out our group's paper entitled: Counterfactual time series analysis of short-term change in air pollution following the COVID-19 state of emergency in the United States Congestive heart failure has the strongest positive association with PM2.5 Check out our group's paper entitled: Estimating the Effects of Fine Particulate Matter on 432 Cardiovascular Diseases Using Multi-Outcome Regression With Tree-Structured Shrinkage NIEHS Paper of the Month May 2021 Check out our group's paper entitled: Hospitalization following extreme weather, opportunities for resilience Acute exposure to PM2.5 is positively associated with hospitalizations. Check out our group's paper entitled: Do temporal trends of associations between short-term exposure to fine particulate matter (PM2.5) and risk of hospitalizations differ by sub-populations and urbanicity in the Medicare Population Heat warnings, mortality, and hospital admissions among older adults in the USA Check out our group's paper entitled: Heat warnings, mortality, and hospital admissions among older adults in the United States Hospitalisation risk from PM2·5 changes over time and has increased in Northeast Check out our group's paper entitled: Temporal variation in association between short-term exposure to fine particulate matter and hospitalisations in older adults in the USA: a long-term time-series analysis of the US Medicare dataset