High-Resolution Air Pollution Mapping with Google Street View Cars: Exploiting Big Data

Joshua S. Apte*, Kyle P. Messier, Shahzad Gani, Michael Brauer, Thomas W. Kirchstetter, Melissa M. Lunden, Julian D. Marshall, Christopher J. Portier, Roel C. H. Vermeulen, Steven P. Hamburg

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

301 Citations (Web of Science)

Abstract

Air pollution affects billions of people worldwide, yet ambient pollution measurements are limited for much of the world. Urban air pollution concentrations vary sharply over short distances (

Original languageEnglish
Pages (from-to)6999-7008
Number of pages10
JournalEnvironmental Science & Technology
Volume51
Issue number12
DOIs
Publication statusPublished - 20 Jun 2017

Keywords

  • LAND-USE REGRESSION
  • PARTICLE NUMBER CONCENTRATIONS
  • BLACK CARBON
  • ULTRAFINE PARTICLES
  • GLOBAL BURDEN
  • MAJOR HIGHWAY
  • MOBILE
  • EXPOSURE
  • URBAN
  • PM2.5

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