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2017 | OriginalPaper | Chapter

Approaches to Fuse Fixed and Mobile Air Quality Sensors

Authors : Gerhard Dünnebeil, Martina Marjanović, Ivana Podnar Žarko

Published in: Environmental Software Systems. Computer Science for Environmental Protection

Publisher: Springer International Publishing

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Abstract

Nowadays, air quality monitoring is identified as one of the key impacts in assessing the quality of life in urban areas. Traditional measuring procedures include expensive equipment in the fixed monitoring stations which is not suitable for urban areas because of the low spatio-temporal density of measurements. On the other hand, the technological development of small wearable sensor devices has created new opportunities for air pollution monitoring. Therefore, in this paper we discuss statistical approaches to fuse the data from fixed and mobile sensors for air quality monitoring.

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Literature
1.
Directive 2008/50/EC of the European Parliament and the Council of 21 May 2008 on ambient air quality and cleaner air for Europe
2.
HEI Panel on the Health Effects of Traffic-Related Air Pollution. Traffic-Related Air Pollution: A Critical Review of the Literature on Emissions, Exposure, and Health Effects; HEI Special Report, 17
3.
Krige, D.G.: A statistical approach to some basic mine valuation problems on the Witwatersrand. J. Chem. Metall. Min. Soc. South Afr. 52(6), 119–139 (1951)
4.
Antonić, A., Bilas, V., Marjanović, M., Matijašević, M., Oletić, D., Pavelić, M., Podnar Žarko, I., Pripužić, K., Skorin-Kapov, L.: Urban crowd sensing demonstrator: sense the zagreb air. In: Proceedings of 22nd International Conference on Software, Telecommunications and Computer Networks, SoftCOM2014 (2014)
5.
Gummadi, J.: A comparison of various interpolation techniques for modelling and estimation of radon concentrations in Ohio. Theses and Dissertations, Paper 86 (2013)
6.
Kravchenko, A., Bullock, D.G.: A comparative study of interpolation methods for mapping soil properties. Agron. J. 91(3), 393–400 (1999) CrossRef
7.
Li, J., Heap, A.D.: A Review of Spatial Interpolation Methods for Environmental Scientists, vol. 137. Geoscience Australia, Canberra (2008)
8.
Robinson, T.P., Metternicht, G.: Testing the performance of spatial interpolation techniques for mapping soil properties. Comput. Electron. Agric. 50(2), 97–108 (2006). Elsevier Science Publishers B. V. CrossRef
9.
Akkala, A., Devabhaktuni, V., Kumar, A.: Interpolation techniques and associated software for environmental data. Environ. Prog. Sustain. Energy 29(2), 134–141 (2010) CrossRef
10.
Vuran, M.C., Akan, Z.B., Akyildiz, I.F.: Spatio-temporal correlation: theory and applications for wireless sensor networks. Comput. Netw. 45(3), 245–259 (2004) CrossRef
11.
Sajid, A.H., Rudra, R.P., Parkin, G.: Systematic evaluation of Kriging and inverse distance weighting methods for spatial analysis of soil bulk density. Can. Biosyst. Eng. 55, 1.1–1.13 (2013)
12.
Hudson, G., Wackernagel, H.: Mapping temperature using Kriging with external drift: theory and an example from Scotland. Int. J. Climatol. 14(1), 77–91 (1994) CrossRef
13.
Goovaerts, P.: Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. J. Hydrol. 228(1), 113–129 (2000) CrossRef
14.
Janssen, S., Dumont, G., Fierens, F., Mensink, C.: Spatial interpolation of air pollution measurements using CORINE land cover data. Atmos. Environ. 42(20), 4884–4903 (2008) CrossRef
15.
Tyagi, A., Singh, P.: Applying Kriging approach on pollution data using GIS software. Int. J. Environ. Eng. Manag. 4(3), 185–190 (2013)
16.
Shad, R., Mesgari, M.S., Abkar, A., Shad, A.: Predicting air pollution using fuzzy genetic linear membership Kriging in GIS. Comput. Environ. Urban Syst. 33(6), 472–481 (2009) CrossRef
Metadata
Title
Approaches to Fuse Fixed and Mobile Air Quality Sensors
Authors
Gerhard Dünnebeil
Martina Marjanović
Ivana Podnar Žarko
Copyright Year
2017
Book
Environmental Software Systems. Computer Science for Environmental Protection

Print ISBN: 978-3-319-89934-3

Electronic ISBN: 978-3-319-89935-0

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-89935-0_7

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