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Atmospheric Environment (Oxford, England : 1994)|June 3, 2026
Scalable Bayesian Geostatistical Regression Model for Bias-Correcting Large-Scale Daily Satellite-Retrieved Aerosol Optical Depth and Chemical Transport Model SimulationsWyatt G Madden, Yang Liu, Howard H ChangJournal of Exposure Science & Environmental Epidemiology|December 26, 2013
Calibrating MODIS aerosol optical depth for predicting daily PM2.5 concentrations via statistical downscalingHoward H Chang, Xuefei Hu, Yang LiuJournal of the Air & Waste Management Association (1995)|May 20, 2026
Data fusion in air pollution exposure assessment: Methods, applications, and future directionsYang Liu, Howard H Chang, Joshua S FuEnvironmental Science & Technology|October 26, 2018
An Ensemble Machine-Learning Model To Predict Historical PM2.5 Concentrations in China from Satellite DataQingyang Xiao, Howard H Chang, Guannan Geng, et al.Environmental Science & Technology|January 14, 2020
Incorporating Low-Cost Sensor Measurements into High-Resolution PM2.5 Modeling at a Large Spatial ScaleJianzhao Bi, Avani Wildani, Howard H Chang, et al.Atmosphere|July 29, 2021
Application of Bayesian Additive Regression Trees for Estimating Daily Concentrations of PM2.5 ComponentsTianyu Zhang, Guannan Geng, Yang Liu, et al.Environment International|October 10, 2018
The sensitivity of satellite-based PM2.5 estimates to its inputs: Implications to model development in data-poor regionsGuannan Geng, Nancy L Murray, Howard H Chang, et al.Medrxiv : the Preprint Server for Health Sciences|November 1, 2024
Wildland Fire-Related Smoke PM 2.5 and Cardiovascular Disease ED Visits in the Western United StatesLinzi Li, Wenhao Wang, Howard H Chang, et al.Environmental Research|August 30, 2019
A Bayesian ensemble approach to combine PM2.5 estimates from statistical models using satellite imagery and numerical model simulationNancy L Murray, Heather A Holmes, Yang Liu, et al.Journal of the American Heart Association|August 29, 2025
Wildland Fire-Related Smoke PM2.5 and Cardiovascular Disease Emergency Department Visits in the Western United StatesLinzi Li, Wenhao Wang, Howard H Chang, et al.Pageof 2,404