Estimating Ground-Level PM2.5 by Fusing Satellite and Station Observations: A Geo-Intelligent Deep Learning Approach

High-quality seamless DEM generation blending SRTM-1, ASTER GDEM v2 and ICESat/GLAS observations

(2017) Linwei Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Global Estimates of Fine Particulate Matter using a Combined Geophysical-Statistical Method with Information from Satellites, Models, and Monitors

(2016) Aaron van Donkelaar et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Deep learning architecture for air quality predictions

(2016) Xiang Li et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

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

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

Spatiotemporal patterns of remotely sensed PM 2.5 concentration in China from 1999 to 2011

(2016) Jian Peng et al.   REMOTE SENSING OF ENVIRONMENT

National-Scale Estimates of Ground-Level PM2.5 Concentration in China Using Geographically Weighted Regression Based on 3 km Resolution MODIS AOD

(2016) Wei You et al.   Remote Sensing

Using satellite remote sensing data to estimate the high-resolution distribution of ground-level PM2.5

(2015) Changqing Lin et al.   REMOTE SENSING OF ENVIRONMENT

Estimating the global abundance of ground level presence of particulate matter (PM2.5)

(2015) David J. Lary et al.   Geospatial Health

Applying land use regression model to estimate spatial variation of PM2.5 in Beijing, China

(2014) Jiansheng Wu et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Spatiotemporal distribution and short-term trends of particulate matter concentration over China, 2006–2010

(2014) Ling Yao et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

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

Toward the next generation of air quality monitoring: Particulate Matter

(2013) Jill Engel-Cox et al.   ATMOSPHERIC ENVIRONMENT

Evidence on the impact of sustained exposure to air pollution on life expectancy from China's Huai River policy

(2013) Y. Chen et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A statistical model to evaluate the effectiveness of PM2.5 emissions control during the Beijing 2008 Olympic Games

(2012) Yang Liu et al.   ENVIRONMENT INTERNATIONAL

Risk of Nonaccidental and Cardiovascular Mortality in Relation to Long-term Exposure to Low Concentrations of Fine Particulate Matter: A Canadian National-Level Cohort Study

(2012) Dan L. Crouse et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Estimating ground-level PM2.5 concentrations in the southeastern U.S. using geographically weighted regression

(2012) Xuefei Hu et al.   ENVIRONMENTAL RESEARCH

Hyperspectral Image Denoising Employing a Spectral–Spatial Adaptive Total Variation Model

(2012) Qiangqiang Yuan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Synergy of satellite and ground based observations in estimation of particulate matter in eastern China

(2012) Yerong Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

(2011) Itai Kloog et al.   ATMOSPHERIC ENVIRONMENT

Creating National Air Pollution Models for Population Exposure Assessment in Canada

(2011) Perry Hystad et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Exposure Assessment for Estimation of the Global Burden of Disease Attributable to Outdoor Air Pollution

(2011) Michael Brauer et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Global Estimates of Ambient Fine Particulate Matter Concentrations from Satellite-Based Aerosol Optical Depth: Development and Application

(2010) Aaron van Donkelaar et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

An Improved Method for Estimating Surface Fine Particle Concentrations Using Seasonally Adjusted Satellite Aerosol Optical Depth

(2010) Stephanie A. Weber et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

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

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

(2009) J.D. Rodriguez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Particulate matter air quality assessment using integrated surface, satellite, and meteorological products: Multiple regression approach

(2009) Pawan Gupta et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Particulate matter air quality assessment using integrated surface, satellite, and meteorological products: 2. A neural network approach

(2009) Pawan Gupta et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The Relation between Moderate Resolution Imaging Spectroradiometer (MODIS) Aerosol Optical Depth and PM2.5 over the United States: A Geographical Comparison by U.S. Environmental Protection Agency Regions

(2009) Hai Zhang et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

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

Review of the applications of Multiangle Imaging SpectroRadiometer to air quality research

(2009) Yang Liu et al.   Science in China. Series D, Earth sciences / Chinese Academy of Sciences

Satellite remote sensing of surface air quality

(2008) Randall V. Martin   ATMOSPHERIC ENVIRONMENT

Relationship between atmospheric pollution processes and synoptic pressure patterns in northern China

(2008) Z.H. Chen et al.   ATMOSPHERIC ENVIRONMENT

Spatiotemporal Associations between GOES Aerosol Optical Depth Retrievals and Ground-Level PM2.5

(2008) Christopher J. Paciorek et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY