Spatio-temporal modeling of PM2.5 concentrations with missing data problem: a case study in Beijing, China

Improved space-time mapping of PM2.5 distribution using a domain transformation method

(2018) George Christakos et al.   ECOLOGICAL INDICATORS

Satellite-based mapping of daily high-resolution ground PM 2.5 in China via space-time regression modeling

(2018) Qingqing He et al.   REMOTE SENSING OF ENVIRONMENT

Using geographical semi-variogram method to quantify the difference between NO 2 and PM 2.5 spatial distribution characteristics in urban areas

(2018) Weize Song et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Global Validation of MODIS C6 and C6.1 Merged Aerosol Products over Diverse Vegetated Surfaces

(2018) Muhammad Bilal et al.   Remote Sensing

Bayesian geostatistical modelling of PM10 and PM2.5 surface level concentrations in Europe using high-resolution satellite-derived products

(2018) Anton Beloconi et al.   ENVIRONMENT INTERNATIONAL

Detecting urban land-use configuration effects on NO2 and NO variations using geographically weighted land use regression

(2018) Weize Song et al.   ATMOSPHERIC ENVIRONMENT

Estimation of daily PM10 concentrations in Italy (2006–2012) using finely resolved satellite data, land use variables and meteorology

(2017) Massimo Stafoggia et al.   ENVIRONMENT INTERNATIONAL

New customized methods for improvement of the MODIS C6 Dark Target and Deep Blue merged aerosol product

(2017) Muhammad Bilal et al.   REMOTE SENSING OF ENVIRONMENT

Full-coverage high-resolution daily PM 2.5 estimation using MAIAC AOD in the Yangtze River Delta of China

(2017) Qingyang Xiao et al.   REMOTE SENSING OF ENVIRONMENT

Daily estimation of ground-level PM 2.5 concentrations at 4 km resolution over Beijing-Tianjin-Hebei by fusing MODIS AOD and ground observations

(2017) Baolei Lv et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Satellite-derived high resolution PM2.5 concentrations in Yangtze River Delta Region of China using improved linear mixed effects model

(2016) Zongwei Ma et al.   ATMOSPHERIC ENVIRONMENT

Improving the Accuracy of Daily PM2.5 Distributions Derived from the Fusion of Ground-Level Measurements with Aerosol Optical Depth Observations, a Case Study in North China

(2016) Baolei Lv et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Satellite-based ground PM 2.5 estimation using timely structure adaptive modeling

(2016) Xin Fang et al.   REMOTE SENSING OF ENVIRONMENT

Estimating daily PM 2.5 and PM 10 across the complex geo-climate region of Israel using MAIAC satellite-based AOD data

(2015) Itai Kloog et al.   ATMOSPHERIC ENVIRONMENT

Daily Estimation of Ground-Level PM2.5 Concentrations over Beijing Using 3 km Resolution MODIS AOD

(2015) Yuanyu Xie et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Using High-Resolution Satellite Aerosol Optical Depth To Estimate Daily PM2.5 Geographical Distribution in Mexico City

(2015) Allan C. Just et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Spatiotemporal prediction of fine particulate matter using high-resolution satellite images in the Southeastern US 2003–2011

(2015) Mihye Lee et al.   Journal of Exposure Science and Environmental Epidemiology

Estimating long-term PM2.5 concentrations in China using satellite-based aerosol optical depth and a chemical transport model

(2015) Guannan Geng et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Ground-Level PM2.5 in China Using Satellite Remote Sensing

(2014) Zongwei Ma et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

A satellite-based geographically weighted regression model for regional PM2.5 estimation over the Pearl River Delta region in China

(2014) Weize Song et al.   REMOTE SENSING OF ENVIRONMENT

Long-term air pollution exposure and cardio- respiratory mortality: a review

(2013) Gerard Hoek et al.   Environmental Health

Calibrating MODIS aerosol optical depth for predicting daily PM2.5 concentrations via statistical downscaling

(2013) Howard H Chang et al.   Journal of Exposure Science and Environmental Epidemiology

Statistical data fusion of multi-sensor AOD over the Continental United States

(2013) Sweta Jinnagara Puttaswamy et al.   Geocarto International

Validation and uncertainty estimates for MODIS Collection 6 “Deep Blue” aerosol data

(2013) A. M. Sayer et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Spatio-temporal modeling of particulate matter concentration through the SPDE approach

(2012) Michela Cameletti et al.   AStA-Advances in Statistical Analysis

Incorporating Local Land Use Regression And Satellite Aerosol Optical Depth In A Hybrid Model Of Spatiotemporal PM2.5 Exposures In The Mid-Atlantic States

(2012) Itai Kloog et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Assessing temporally and spatially resolved PM2.5 exposures for epidemiological studies using satellite aerosol optical depth measurements

(2011) Itai Kloog et al.   ATMOSPHERIC ENVIRONMENT

Review of inverse probability weighting for dealing with missing data

(2011) Shaun R Seaman et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices

(2010) Bo Huang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Estimating Regional Spatial and Temporal Variability of PM 2.5 Concentrations Using Satellite Data, Meteorology, and Land Use Information

(2009) Yang Liu et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Remote Sensing of Particulate Pollution from Space: Have We Reached the Promised Land?

(2009) Raymond M. Hoff et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

A protocol for data exploration to avoid common statistical problems

(2009) Alain F. Zuur et al.   Methods in Ecology and Evolution

Constructing Inverse Probability Weights for Marginal Structural Models

(2008) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A model inter-comparison study focussing on episodes with elevated PM10 concentrations

(2008) R. Stern et al.   ATMOSPHERIC ENVIRONMENT

Airborne Particulate Matter and Human Health: Toxicological Assessment and Importance of Size and Composition of Particles for Oxidative Damage and Carcinogenic Mechanisms

(2008) ATHANASIOS VALAVANIDIS et al.   JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART C-ENVIRONMENTAL CARCINOGENESIS & ECOTOXICOLOGY REVIEWS