Single-Particle Metal Fingerprint Analysis and Machine Learning Pipeline for Source Apportionment of Metal-Containing Fine Particles in Air-Reference-Cited by-同舟云学术

Single-Particle Metal Fingerprint Analysis and Machine Learning Pipeline for Source Apportionment of Metal-Containing Fine Particles in Air

Published:2022-12-09 Issue: Volume: Page:
ISSN:2328-8930
Container-title:Environmental Science & Technology Letters
language:en
Short-container-title:Environ. Sci. Technol. Lett.

Author:

Bland Garret D.¹^ORCID,Battifarano Matthew¹,Liu Qian²^ORCID,Yang Xuezhi³,Lu Dawei²^ORCID,Jiang Guibin²^ORCID,Lowry Gregory V.¹^ORCID

Affiliation:

1. Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States

2. State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China

3. School of Environment, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China

Funder

Army Research Office

National Natural Science Foundation of China

Publisher

American Chemical Society (ACS)

Subject

Health, Toxicology and Mutagenesis,Pollution,Waste Management and Disposal,Water Science and Technology,Ecology,Environmental Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.estlett.2c00835

Reference45 articles.

1. Addressing Global Mortality from Ambient PM2.5

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3. Lung Cancer, Cardiopulmonary Mortality, and Long-term Exposure to Fine Particulate Air Pollution

4. An Association between Air Pollution and Mortality in Six U.S. Cities

5. Particulate Matter Air Pollution and Cardiovascular Disease

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