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

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

Cite this

Apte, J. S., Messier, K. P., Gani, S., Brauer, M., Kirchstetter, T. W., Lunden, M. M., Marshall, J. D., Portier, C. J., Vermeulen, R. C. H., & Hamburg, S. P. (2017). High-Resolution Air Pollution Mapping with Google Street View Cars: Exploiting Big Data. Environmental Science & Technology, 51(12), 6999-7008. https://doi.org/10.1021/acs.est.7b00891