Advertisement

Air Quality Through IoT and Big Data Analytics

  • M. Sree Devi
  • Vempalli RahamathullaEmail author
Conference paper
Part of the Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT, volume 37)

Abstract

Air is one of the major important concerns for human life. The survival of human life is completely depending on the air. So, the air is defined as “Lets Live the human life”. The oxygen is much required for life. Fresh air contains more oxygen. More oxygen helps for the better functionality of the body. Nowadays, air is getting polluted due to heavy usage of chemicals, the use of petroleum products and the release of CO2. So, day by day, the purity of the air is maximum decreasing. Hence, it becomes necessary to monitor air pollution in various segments. The importance of air quality has been recognized in the early 1980s. Different techniques are used to measure air quality. Hence, we propose a new technique of Data science for analyzing the air quality and we have implemented IoT techniques to monitor the air quality.

Keywords

Air quality monitoring IoT sensors Quality analysis Big data analytics Data logger 

References

  1. 1.
    S. Sirsikar, P. Karemore, Review paper on air pollution monitoring system. Int. J. Adv. Res. Comput. Commun. Eng. 4(1) (2015). https://ijarcce.com/wp-content/uploads/2015/02/IJARCCE4B.pdf
  2. 2.
    M. Nounou, H. Nounou, F. Harrou, Detecting abnormal ozone levels using PCA Based GLR hypothesis testing. In: 2013 IEEE Symposium on Computational Intelligence and Data Mining. https://ieeexplore.ieee.org/document/6597223
  3. 3.
    Ghanem, M. Richards, Y. Ma, Air pollution monitoring and mining based on sensor grid in London, June 2018, vol. 6, https://www.ncbi.nlm.nih.gov/pubmed/27879895
  4. 4.
    A.R. Al-Ali, I.A. Zualkernan, F.A. Aloul, A Mobile GPRS sensors array for air pollution monitoring. Sensors J., IEEE 10(10), 1666, 1671 (2010). https://ieeexplore.ieee.org/document/5483217CrossRefGoogle Scholar
  5. 5.
    M. Mushtaha, A. Abu-Dayya, E. Yaacoub, A. Kadri, Air quality monitoring and analysis in qatar using a wireless sensor network deployment, pp. 596–601. IEEE (2013). https://ieeexplore.ieee.org/document/6583625
  6. 6.
    A. Arfire, A. Marjovi, A. Martinoli, Mitigating Slow dynamics of low-cost chemical sensors for mobile air quality monitoring sensor networks. In: Proceedings of the 2016 International Conference on Embedded Wireless Systems and Networks, Graz, Austria, 15–17 February 2016; pp. 159–167. https://dl.acm.org/citation.cfm?id=2893734
  7. 7.
    D.K. Lewis, L.R. Williams, G.R. Magoon, M.L. Kaminsky, E.S. Cross, D.R. Workshop, J.T. Jayne, Use of electrochemical sensors for measurement of air pollution: correcting interference response and validating measurements. Atmos. Meas. Tech. Discuss 2017, 1–17 (2017). https://www.atmos-meas-tech.net/10/3575/2017/amt-10–3575-2017.pdf
  8. 8.
    E.G. Snyder, T.H. Watkins, P.A. Solomon, E.D. Thoma, R.W. Williams, G.S.W. Hagler, D. Shelow, D.A. Hindin, V.J. Kilaru, P.W. Preuss, The changing paradigm of air pollution monitoring. Environ. Sci. Technol. 47, 11369–11377 (2013). https://pubs.acs.org/doi/abs/10.1021/acs.est.5b01245?src=recsys&journalCode=esthag
  9. 9.
    R.M. Duvall, R.W. Long, M.R. Beaver, K.G. Kronmiller, M.L. Wheeler, J.J. Szykman, Performance evaluation and community application of low-cost sensors for ozone and nitrogen dioxide. Sensors, 16 (2016). https://pdfs.semanticscholar.org/0c55/78778d71045340f334086f1c7dda31dc947a.pdfCrossRefGoogle Scholar
  10. 10.
    L. Sun, K.C. Wong, P. Wei, S. Ye, H. Huang, F.H. Yang, D. Westerdahl, P.K.K. Louie, C.W.Y. Luk, Z. Ning, Development and application of a next generation air sensor network for the Hong Kong marathon 2015 air quality monitoring. Sensors 16, 211 (2016). https://www.researchgate.net/publication/293190010CrossRefGoogle Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2020

Authors and Affiliations

  1. 1.Department of Computer ScienceS V UniversityTirupatiIndia
  2. 2.Sree Vidyanikethan Institute of ManagementTirupatiIndia

Personalised recommendations