Estimation of hourly full-coverage PM2.5 concentrations at 1-km resolution in China using a two-stage random forest model

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017

Jeffrey D Stanaway, Ashkan Afshin, Emmanuela Gakidou et al. · The Lancet · 2018 · 5K citations · Full text

Public Health, Health Sciences, Epidemiologic Methods +16

Fine Particulate Air Pollution and Hospital Admission for Cardiovascular and Respiratory Diseases

Francesca Dominici, Roger D. Peng, Michelle L. Bell et al. · JAMA · 2006 · 2.7K citations · Full text

Public Health, Preventive Medicine, Urban Health +17

Cardiovascular Mortality and Long-Term Exposure to Particulate Air Pollution

C. Arden Pope, Richard T. Burnett, George D. Thurston et al. · Circulation · 2003 · 2.6K citations

Public Health, Environmental Sciences, Air Pollution +16

Air pollution in mega cities in China

Chak K. Chan, Xiaohong Yao · Atmospheric Environment · 2007 · 2.6K citations

Public Health, Environmental Sciences, Urban Planning +14