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Applications of low-cost sensing technologies for air quality monitoring and exposure assessment: How far have they gone?
Morawska L, Thai PK, Liu X, Asumadu-Sakyi A, Ayoko G, Bartonova A, Bedini A, Chai F, Christensen B, Dunbabin M, Gao J, Hagler GSW, Jayaratne R, Kumar P, Lau AKH, Louie PKK, Mazaheri M, Ning Z, Motta N, Mullins B, Rahman MM, Ristovski Z, Shafiei M, Tjondronegoro D, Westerdahl D, Williams R. Morawska L, et al. Among authors: williams r. Environ Int. 2018 Jul;116:286-299. doi: 10.1016/j.envint.2018.04.018. Epub 2018 Apr 26. Environ Int. 2018. PMID: 29704807 Free PMC article. Review.
Toward a Unified Terminology of Processing Levels for Low-Cost Air-Quality Sensors.
Schneider P, Bartonova A, Castell N, Dauge FR, Gerboles M, Hagler GSW, Hüglin C, Jones RL, Khan S, Lewis AC, Mijling B, Müller M, Penza M, Spinelle L, Stacey B, Vogt M, Wesseling J, Williams RW. Schneider P, et al. Among authors: williams rw. Environ Sci Technol. 2019 Aug 6;53(15):8485-8487. doi: 10.1021/acs.est.9b03950. Epub 2019 Jul 29. Environ Sci Technol. 2019. PMID: 31353903 Free PMC article. No abstract available.
The changing paradigm of air pollution monitoring.
Snyder EG, Watkins TH, Solomon PA, Thoma ED, Williams RW, Hagler GS, Shelow D, Hindin DA, Kilaru VJ, Preuss PW. Snyder EG, et al. Environ Sci Technol. 2013 Oct 15;47(20):11369-77. doi: 10.1021/es4022602. Epub 2013 Oct 3. Environ Sci Technol. 2013. PMID: 23980922 Review.
Deliberating performance targets workshop: Potential paths for emerging PM2.5 and O3 air sensor progress.
Williams R, Duvall R, Kilaru V, Hagler G, Hassinger L, Benedict K, Rice J, Kaufman A, Judge R, Pierce G, Allen G, Bergin M, Cohen RC, Fransioli P, Gerboles M, Habre R, Hannigan M, Jack D, Louie P, Martin NA, Penza M, Polidori A, Subramanian R, Ray K, Schauer J, Seto E, Thurston G, Turner J, Wexler AS, Ning Z. Williams R, et al. Atmos Environ X. 2019 Apr;2:100031. doi: 10.1016/j.aeaoa.2019.100031. Epub 2019 Apr 13. Atmos Environ X. 2019. PMID: 34322666 Free PMC article.
Examining spatiotemporal variability of urban particulate matter and application of high-time resolution data from a network of low-cost air pollution sensors.
Feinberg SN, Williams R, Hagler G, Low J, Smith L, Brown R, Garver D, Davis M, Morton M, Schaefer J, Campbell J. Feinberg SN, et al. Among authors: williams r. Atmos Environ (1994). 2019 Sep 15;213:579-584. doi: 10.1016/j.atmosenv.2019.06.026. Atmos Environ (1994). 2019. PMID: 34121907 Free PMC article.
Community Air Sensor Network (CAIRSENSE) project: evaluation of low-cost sensor performance in a suburban environment in the southeastern United States.
Jiao W, Hagler G, Williams R, Sharpe R, Brown R, Garver D, Judge R, Caudill M, Rickard J, Davis M, Weinstock L, Zimmer-Dauphinee S, Buckley K. Jiao W, et al. Among authors: williams r. Atmos Meas Tech. 2016 Nov 1;9(11):5281-5292. doi: 10.5194/amt-9-5281-2016. Atmos Meas Tech. 2016. PMID: 32802212 Free PMC article.
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