Predicting outdoor ultrafine particle number concentrations, particle size, and noise using street-level images and audio data

Outdoor ultrafine particles (UFPs) (<0.1 µm) may have an important impact on public health but exposure assessment remains a challenge in epidemiological studies. We developed a novel method of estimating spatiotemporal variations in outdoor UFP number concentrations and particle diameters using...

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Bibliographic Details
Main Authors: Kris Y. Hong, Pedro O. Pinheiro, Scott Weichenthal
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Environment International
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412020319991