Evaluation of PM2.5 measured in an urban setting using a low-cost optical particle counter and a Federal Equivalent Method Beta Attenuation Monitor

References

• Berger, R. E., R. Ramaswami, C. G. Solomon, and J. M. Drazen. 2017. Air pollution still kills. New Engl. J. Med. 376 (26):2591–2592. doi:10.1056/NEJMe1706865.
   PubMed Web of Science ®Google Scholar
• Carvlin, G. N., H. Lugo, L. Olmedo, E. Bejarano, A. Wilkie, D. Meltzer, M. Wong, G. King, A. Northcross, M. Jerrett, P. B. English, D. Hammond, and E. Seto. 2017. Development and field validation of a community-engaged particulate matter air quality monitoring network in imperial, California, USA. J. Air Waste Manage. Assoc. 67:1342–1352. doi:10.1080/10962247.2017.1369471.
   PubMed Web of Science ®Google Scholar
• Castell, N., F. R. Dauge, P. Schneider, M. Vogt, U. Lerner, B. Fishbain, D. Broday, and A. Bartonova. 2017. Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates?. Environ. Int. 99:293–302. doi:10.1016/j.envint.2016.12.007.
   PubMed Web of Science ®Google Scholar
• Crilley, L. R., M. Shaw, R. Pound, L. J. Kramer, R. Price, S. Young, A. C. Lewis, and F. D. Pope. 2018. Evaluation of a low-cost optical particle counter (alphasense opc-n2) for ambient air monitoring. Atmos. Meas. Tech. 11 (2):709–720. doi:10.5194/amt-11-709-2018.
   Web of Science ®Google Scholar
• Ebenstein, A., M. Fan, M. Greenstone, G. He, and M. Zhou. 2017. New evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai river policy. proc. nat. Academy Sciences 114 (39):10384–10389. doi:10.1073/pnas.1616784114.
   PubMed Web of Science ®Google Scholar
• Gao, S., D. A. Hegg, P. V. Hobbs, T. W. Kirchstetter, B. I. Magi, and M. Sadilek. 2003. Water-soluble organic components in aerosols associated with savanna fires in Southern Africa: Identification, evolution, and distribution. J. Geophys. Res. Atmos. 108:8491. doi:10.1029/2002jd002324.
   Web of Science ®Google Scholar
• Gobeli, D., H. Schloesser, and T. Pottberg. 2008. Met one instruments BAM-1020 beta attenuation mass monitor US-EPA PM2.5 federal equivalent method field test results, The Air & Waste Management Association (A&WMA) Conference, Kansas City, MO, January: Citeseer.
   Google Scholar
• Harrison, R. M. 2018. Urban atmospheric chemistry: A very special case for study. npj Clim. Atmos. Sci. 1:5. doi:10.1038/s41612-017-0010-8.
   Web of Science ®Google Scholar
• Hegg, D. A., and Y. J. Kaufman. 1998. Measurements of the relationship between submicron aerosol number and volume concentration. J. Geophys. Res. Atmos. 103 (D5):5671–5678. doi:10.1029/97JD03652.
   Web of Science ®Google Scholar
• Hegg, D. A., T. Larson, and P.-F. Yuen. 1993. A theoretical study of the effect of relative humidity on light scattering by tropospheric aerosols. J. Geophys. Res. Atmos. 98 (D10):18435–18439. doi:10.1029/93JD01928.
   Web of Science ®Google Scholar
• Hegg, D. A., J. Livingston, P. V. Hobbs, T. Novakov, and P. Russell. 1997. Chemical apportionment of aerosol column optical depth off the mid‐Atlantic Coast of the United States. J. Geophys. Res. Atmos. 102 (D21):25293–25303. doi:10.1029/97JD02293.
   Web of Science ®Google Scholar
• Hoek, G., R. M. Krishnan, R. Beelen, A. Peters, B. Ostro, B. Brunekreef, and J. D. Kaufman. 2013. Long-term air pollution exposure and cardio-respiratory mortality: A review. Environ. Health 12:43. doi:10.1186/1476-069x-12-43.
   PubMed Web of Science ®Google Scholar
• Holstius, D. M., A. Pillarisetti, K. R. Smith, and E. Seto. 2014. Field calibrations of a low-cost aerosol sensor at a regulatory monitoring site in California. Atmos. Meas. Tech. 7 (4):1121–1131. doi:10.5194/amt-7-1121-2014.
   Web of Science ®Google Scholar
• Kaufman, A., R. Williams, T. Barzyk, M. Greenberg, M. O'Shea, P. Sheridan, A. Hoang, C. Ash, A. Teitz, M. Mustafa, and S. Garvey. 2017. A citizen science and government collaboration: Developing tools to facilitate community air monitoring. Environ. Justice 10 (2):51–61. doi:10.1089/env.2016.0044.
   Web of Science ®Google Scholar
• Kelly, K. E., J. Whitaker, A. Petty, C. Widmer, A. Dybwad, D. Sleeth, R. Martin, and A. Butterfield. 2017. Ambient and laboratory evaluation of a low-cost particulate matter sensor. Environ. Pollut. 221:491–500. doi:10.1016/j.envpol.2016.12.039.
   PubMed Web of Science ®Google Scholar
• Koehler, K. A., S. M. Kreidenweis, P. J. DeMott, A. J. Prenni, C. M. Carrico, B. Ervens, and G. Feingold. 2006. Water activity and activation diameters from hygroscopicity data - part ii: Application to organic species. Atmos. Chem. Phys. 6 (3):795–809. doi:10.5194/acp-6-795-2006.
   Web of Science ®Google Scholar
• Kotchenruther, R. A., and P. V. Hobbs. 1998. Humidification factors of aerosols from biomass burning in Brazil. J. Geophys. Res. Atmos. 103 (D24):32081–32089. doi:10.1029/98JD00340.
   Web of Science ®Google Scholar
• Kreidenweis, S. M., K. Koehler, P. J. DeMott, A. J. Prenni, C. Carrico, and B. Ervens. 2005. Water activity and activation diameters from hygroscopicity data - part i: Theory and application to inorganic salts. Atmos. Chem. Phys. 5 (5):1357–1370. doi:10.5194/acp-5-1357-2005.
   Web of Science ®Google Scholar
• Kumar, P., L. Morawska, W. Birmili, P. Paasonen, M. Hu, M. Kulmala, R. M. Harrison, L. Norford, and R. Britter. 2014. Ultrafine particles in cities. Environ. Int. 66:1–10. doi:10.1016/j.envint.2014.01.013.
   PubMed Web of Science ®Google Scholar
• Kumar, P., L. Morawska, C. Martani, G. Biskos, M. Neophytou, S. Di Sabatino, M. Bell, L. Norford, and R. Britter. 2015. The rise of low-cost sensing for managing air pollution in cities. Environ. Int. 75:199–205. doi:10.1016/j.envint.2014.11.019.
   PubMed Web of Science ®Google Scholar
• Lewis, A., and P. Edwards. 2016. Validate personal air-pollution sensors. Nature 535 (7610):29–32. doi:10.1038/535029a.
   PubMed Web of Science ®Google Scholar
• Lewis, A. C. 2018. The changing face of urban air pollution. Science 359 (6377):744–745. doi:10.1126/science.aar4925.
   PubMed Web of Science ®Google Scholar
• Magi, B. I., and P. V. Hobbs. 2003. Effects of humidity on aerosols in Southern Africa during the biomass burning season. J. Geophys. Res. Atmos. 108:8495. doi:10.1029/2002jd002144.
   Web of Science ®Google Scholar
• Magi, B. I., P. V. Hobbs, T. W. Kirchstetter, T. Novakov, D. A. Hegg, S. Gao, J. Redemann, and B. Schmid. 2005. Aerosol properties and chemical apportionment of aerosol optical depth at locations off the U.S. East Coast in July and August 2001. J. Atmos. Sci. 62 (4):919–933. doi:10.1175/JAS3263.1.
   Web of Science ®Google Scholar
• Malm, W. C., B. A. Schichtel, M. L. Pitchford, L. L. Ashbaugh, and R. A. Eldred. 2004. Spatial and monthly trends in speciated fine particle concentration in the United States. J. Geophys. Res. Atmos. 109:D03306. doi:10.1029/2003jd003739.
   Web of Science ®Google Scholar
• McDonald, B. C., J. A. de Gouw, J. B. Gilman, S. H. Jathar, A. Akherati, C. D. Cappa, J. L. Jimenez, J. Lee-Taylor, P. L. Hayes, S. A. McKeen, Y. Y. Cui, S.-W. Kim, D. R. Gentner, G. Isaacman-VanWertz, A. H. Goldstein, R. A. Harley, G. J. Frost, J. M. Roberts, T. B. Ryerson, and M. Trainer. 2018. Volatile chemical products emerging as largest petrochemical source of urban organic emissions. Science 359 (6377):760–764. doi:10.1126/science.aaq0524.
   PubMed Web of Science ®Google Scholar
• Morawska, L., P. K. Thai, X. Liu, A. Asumadu-Sakyi, G. Ayoko, A. Bartonova, A. Bedini, F. Chai, B. Christensen, M. Dunbabin, J. Gao, G. S. W. Hagler, R. Jayaratne, P. Kumar, A. K. H. Lau, P. K. K. Louie, M. Mazaheri, Z. Ning, N. Motta, B. Mullins, M. M. Rahman, Z. Ristovski, M. Shafiei, D. Tjondronegoro, D. Westerdahl, and R. Williams. 2018. Applications of low-cost sensing technologies for air quality monitoring and exposure assessment: How far have they gone?. Environ. Int. 116:286–299. doi:10.1016/j.envint.2018.04.018.
   PubMed Web of Science ®Google Scholar
• Northcross, A. L., R. J. Edwards, M. A. Johnson, Z.-M. Wang, K. Zhu, T. Allen, and K. R. Smith. 2013. A low-cost particle counter as a realtime fine-particle mass monitor. Environ. Sci. Processes Impacts 15:433–439. doi:10.1039/C2EM30568B.
   PubMed Web of Science ®Google Scholar
• Petters, M. D., and S. M. Kreidenweis. 2007. A single parameter representation of hygroscopic growth and cloud condensation nucleus activity. Atmos. Chem. Phys. 7 (8):1961–1971. doi:10.5194/acp-7-1961-2007.
   Web of Science ®Google Scholar
• Posner, L. N., and S. N. Pandis. 2015. Sources of ultrafine particles in the Eastern United States. Atmos. Environ. 111:103–112. doi:10.1016/j.atmosenv.2015.03.033.
   Web of Science ®Google Scholar
• Rai, A. C., P. Kumar, F. Pilla, A. N. Skouloudis, S. Di Sabatino, C. Ratti, A. Yasar, and D. Rickerby. 2017. End-user perspective of low-cost sensors for outdoor air pollution monitoring. Sci. Total Environ. 607:691–705. doi:10.1016/j.scitotenv.2017.06.266.
   PubMed Web of Science ®Google Scholar
• Reid, J. S., R. Koppmann, T. F. Eck, and D. P. Eleuterio. 2005. A review of biomass burning emissions part II: Intensive physical properties of biomass burning particles. Atmos. Chem. Phys. 5 (3):799–825. doi:10.5194/acp-5-799-2005.
   Web of Science ®Google Scholar
• Schneider, P., N. Castell, M. Vogt, F. R. Dauge, W. A. Lahoz, and A. Bartonova. 2017. Mapping urban air quality in near real-time using observations from low-cost sensors and model information. Environ. Int. 106:234–247. doi:10.1016/j.envint.2017.05.005.
   PubMed Web of Science ®Google Scholar
• Seinfeld, J. H., and S. N. Pandis. 2016. Atmospheric chemistry and physics: From air pollution to climate change. Hoboken, NJ: John Wiley & Sons.
   Google Scholar
• Sherman, J. P., P. J. Sheridan, J. A. Ogren, E. Andrews, D. Hageman, L. Schmeisser, A. Jefferson, and S. Sharma. 2015. A multi-year study of lower tropospheric aerosol variability and systematic relationships from four North American regions. Atmos. Chem. Phys. 15 (21):12487–12517. doi:10.5194/acp-15-12487-2015.
   Web of Science ®Google Scholar
• Snyder, E. G., T. H. Watkins, P. A. Solomon, E. D. Thoma, R. W. Williams, G. S. W. Hagler, D. Shelow, D. A. Hindin, V. J. Kilaru, and P. W. Preuss. 2013. The changing paradigm of air pollution monitoring. Environ. Sci. Technol. 47:11369–11377. doi:10.1021/es4022602.
   PubMed Web of Science ®Google Scholar
• Sousan, S., K. Koehler, L. Hallett, and T. M. Peters. 2016. Evaluation of the alphasense optical particle counter (opc-n2) and the Grimm portable aerosol spectrometer (pas-1.108). Aerosol Sci. Technol. 50 (12):1352–1365. doi:10.1080/02786826.2016.1232859.
   PubMed Web of Science ®Google Scholar
• Storksdieck, M., J. Shirk, J. Cappadonna, M. Domroese, C. Göbel, M. Haklay, A. Miller-Rushing, P. Roetman, C. Sbrocchi, and K. Vohland. 2016. Associations for citizen science: Regional knowledge, global collaboration. Citizen Sci. Theory Pract. 1 (2):10. doi:10.5334/cstp.55.
   Google Scholar
• Wang, Y., J. Li, H. Jing, Q. Zhang, J. Jiang, and P. Biswas. 2015. Laboratory evaluation and calibration of three low-cost particle sensors for particulate matter measurement. Aerosol Sci. Technol. 49 (11):1063–1077. doi:10.1080/02786826.2015.1100710.
   Web of Science ®Google Scholar
• Williams, R., V. Kilaru, E. Snyder, A. Kaufman, T. Dye, A. Rutter, A. Russell, and H. Hafner. 2014. Air sensor guidebook 73. Washington, DC: EPA Office of Research and Development.
   Google Scholar
• Woodall, G., M. Hoover, R. Williams, K. Benedict, M. Harper, J.-C. Soo, A. Jarabek, M. Stewart, J. Brown, J. Hulla, M. Caudill, A. Clements, A. Kaufman, A. Parker, M. Keating, D. Balshaw, K. Garrahan, L. Burton, S. Batka, V. Limaye, P. Hakkinen, and B. Thompson. 2017. Interpreting mobile and handheld air sensor readings in relation to air quality standards and health effect reference values: Tackling the challenges. Atmosphere 8 (12):182. doi:10.3390/atmos8100182.
   PubMed Web of Science ®Google Scholar
• Zamora, M. L., F. Xiong, D. Gentner, B. Kerkez, J. Kohrman-Glaser, and K. Koehler. 2019. Field and laboratory evaluations of the low-cost plantower particulate matter sensor. Environ. Sci. Technol. 53:838–849. doi:10.1021/acs.est.8b05174.
   PubMed Web of Science ®Google Scholar