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List of works by Aaron van Donkelaar

A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide

scientific article published on 20 June 2019

Ambient Air Pollution Exposure Estimation for the Global Burden of Disease 2013.

scientific article

Ambient Fine Particulate Matter and Mortality among Survivors of Myocardial Infarction: Population-Based Cohort Study

scientific article published on 06 May 2016

Ambient PM2.5, O₃, and NO₂ Exposures and Associations with Mortality over 16 Years of Follow-Up in the Canadian Census Health and Environment Cohort (CanCHEC)

scientific article

Cohort Profile: The ONtario Population Health and Environment Cohort (ONPHEC).

scientific article

Comparing the Health Effects of Ambient Particulate Matter Estimated Using Ground-Based versus Remote Sensing Exposure Estimates

scientific article published on 09 September 2016

Development of Europe-Wide Models for Particle Elemental Composition Using Supervised Linear Regression and Random Forest

scientific article published on 25 November 2020

Development of West-European PM2.5 and NO2 land use regression models incorporating satellite-derived and chemical transport modelling data

scientific article

Estimated Long-Term (1981-2016) Concentrations of Ambient Fine Particulate Matter across North America from Chemical Transport Modeling, Satellite Remote Sensing, and Ground-Based Measurements

scientific article published on 24 April 2019

Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015

scientific article published on 10 April 2017

Estimates of global mortality attributable to particulate air pollution using satellite imagery

scientific article published on 6 September 2012

Global Estimates and Long-Term Trends of Fine Particulate Matter Concentrations (1998-2018)

scientific article published on 03 June 2020

Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter

article published in the Proceedings of the National Academy of Sciences of the United States of America

Long-term fine particulate matter exposure and mortality from diabetes in Canada

scientific article published on 18 June 2013

Measuring progress from 1990 to 2017 and projecting attainment to 2030 of the health-related Sustainable Development Goals for 195 countries and territories: a systematic analysis for the Global Burden of Disease Study 2017

scientific article published in The Lancet

Regional Estimates of Chemical Composition of Fine Particulate Matter Using a Combined Geoscience-Statistical Method with Information from Satellites, Models, and Monitors

scientific article published on 12 February 2019

Risk of incident diabetes in relation to long-term exposure to fine particulate matter in Ontario, Canada

scientific article published on 26 April 2013

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

scientific article

Satellite-based land-use regression for continental-scale long-term ambient PM2.5 exposure assessment in Australia

article

Source Contributions to Ambient Fine Particulate Matter for Canada

scientific article published on 21 August 2019

Spatial PM2.5, NO2, O3 and BC models for Western Europe - Evaluation of spatiotemporal stability

scientific article published on 31 July 2018

Spatial analysis of air pollution and mortality in California

scientific article

Spatial association between ambient fine particulate matter and incident hypertension

scientific article published on 4 November 2013

Spatial variations in ambient ultrafine particle concentrations and risk of congenital heart defects

scientific article published on 01 July 2019

Spatiotemporal Variations in Ambient Ultrafine Particles and the Incidence of Childhood Asthma

scientific article published on 01 June 2019

Understanding the Joint Impacts of Fine Particulate Matter Concentration and Composition on the Incidence and Mortality of Cardiovascular Disease: A Component-Adjusted Approach

scientific article published on 11 March 2020

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