Assessing the usefulness of dense sensor network for PM2.5 monitoring on an academic campus area.

作者: Marek Badura , Izabela Sówka , Piotr Szymański , Piotr Batog

DOI: 10.1016/J.SCITOTENV.2020.137867

关键词:

摘要: Abstract Low-cost sensors provide an opportunity to improve the spatial and temporal resolution of air quality measurements. Networks such devices may complement traditional monitoring some useful information about pollutants their impact on health. This paper describes network 20 nodes for ambient PM2.5 a campus area Wroclaw University Science Technology (Wroclaw, Poland). Sensor were equipped with optical PMS A003 (Plantower), which showed high reproducibility between units. The distribution sensor was characterised by both density (14 main area) wide spread across city (6 peripheral campuses). During measurement campaign, signals from consistent results regulatory stations capable indicating elevated levels concentrations. A great advantage this system ability up-to-date public. Furthermore, messaging site-specific because observed differences in Data analysis aimed at assessing variability locations using Kendall's τ metric statistical significance neighbouring Kolmogorov-Smirnov test. importance middle variations peripheries. Differences located close proximity each other cases significant, but only short-term averaged data. Nevertheless, highly visible variation case arranged vertically two buildings. concentrations even 2–4 times greater near top parts buildings than ground. effect stratification under conditions temperature inversion.

参考文章(38)
Llukan Puka, Kendall's Tau. International Encyclopedia of Statistical Science. pp. 713- 715 ,(2011)
Reza Modarres, Measures of Dependence. International Encyclopedia of Statistical Science. pp. 804- 805 ,(2011)
C.L. Blanchard, S. Tanenbaum, G.M. Hidy, Spatial and temporal variability of air pollution in Birmingham, Alabama Atmospheric Environment. ,vol. 89, pp. 382- 391 ,(2014) , 10.1016/J.ATMOSENV.2014.01.006
Prashant Kumar, Lidia Morawska, Claudio Martani, George Biskos, Marina Neophytou, Silvana Di Sabatino, Margaret Bell, Leslie Norford, Rex Britter, The rise of low-cost sensing for managing air pollution in cities. Environment International. ,vol. 75, pp. 199- 205 ,(2015) , 10.1016/J.ENVINT.2014.11.019
Jadwiga Nidzgorska-Lencewicz, Małgorzata Czarnecka, Winter weather conditions vs. air quality in Tricity, Poland. Theoretical and Applied Climatology. ,vol. 119, pp. 611- 627 ,(2015) , 10.1007/S00704-014-1129-8
Jonathan O. Anderson, Josef G. Thundiyil, Andrew Stolbach, Clearing the air: a review of the effects of particulate matter air pollution on human health. Journal of Medical Toxicology. ,vol. 8, pp. 166- 175 ,(2012) , 10.1007/S13181-011-0203-1
Emily G. Snyder, Timothy H. Watkins, Paul A. Solomon, Eben D. Thoma, Ronald W. Williams, Gayle S. W. Hagler, David Shelow, David A. Hindin, Vasu J. Kilaru, Peter W. Preuss, The Changing Paradigm of Air Pollution Monitoring Environmental Science & Technology. ,vol. 47, pp. 11369- 11377 ,(2013) , 10.1021/ES4022602
Sharon Moltchanov, Ilan Levy, Yael Etzion, Uri Lerner, David M. Broday, Barak Fishbain, On the feasibility of measuring urban air pollution by wireless distributed sensor networks. Science of The Total Environment. ,vol. 502, pp. 537- 547 ,(2015) , 10.1016/J.SCITOTENV.2014.09.059
Michael Guarnieri, John R Balmes, Outdoor air pollution and asthma The Lancet. ,vol. 383, pp. 1581- 1592 ,(2014) , 10.1016/S0140-6736(14)60617-6