A study of the accuracy of mobile technology for measuring urban noise pollution in large scale participatory sensing campaigns

被引:46
作者
Aumond, Pierre [1 ]
Lavandier, Catherine [1 ]
Ribeiro, Carlos [2 ]
Boix, Elisa Gonzalez [3 ]
Kambona, Kennedy [3 ]
D'Hondt, Ellie [3 ]
Delaitre, Pauline [1 ]
机构
[1] Univ Cergy Pontoise, Lab Mobilite Reseaux Terr & Environm, Cergy, France
[2] Bruitparif, Ile De France, France
[3] Vrije Univ Brussel, Software Languages Lab, Brussels, Belgium
关键词
Sound level monitoring; Mobile phones; Crowdsourcing; Participatory sensing; Urban studies; INDICATORS;
D O I
10.1016/j.apacoust.2016.07.011
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The study reports on the relevancy and accuracy of using mobile phones in participatory noise pollution monitoring studies in an urban context. During one year, 60 participants used the same smartphone model to measure environmental noise at 28 different locations in Paris. All measurements were performed with the same calibrated application. The sound pressure level was recorded from the microphone every second during a 10-min period. The participants frequently measured the evolution of the sound level near two standard monitoring sound stations (in a square and near a boulevard), which enables the assessment of the accuracy and relevancy of collected acoustic measurements. The instantaneous A-weighting sound level, energy indicators such as L-A,L-eq, L-A10, L-A50 or L-A90 and event indicators such as the number of noise events exceeding a certain threshold L-alpha (NNEL >= L-alpha) were measured and compared with reference measurements. The results show that instantaneous sound levels measured with mobile phones correlate very well (r > 0.9, p < 0.05) with sound levels measured with a class 1 reference sound level meter with a root mean square error smaller than 3 dB(A). About 10% of the measurements for the boulevard location (respectively 20% for the square) were inaccurate (r < 0.3, p < 0.05). Nevertheless, mobile phone measurements are in agreement for the L-A50 and the L-A90 acoustic indicators with the fixed station (4-m high) measurements, with a median deviation smaller than 1.5 dB(A) for the boulevard (respectively 3 dB(A) for the square). (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:219 / 226
页数:8
相关论文
共 27 条
[1]  
[Anonymous], 2002, Official Journal of the European Communities, L 189, V45, P12
[2]  
[Anonymous], 2006, P INT WORKSH WORLD S
[3]   CITI-SENSE: methods and tools for empowering citizens to observe acoustic comfort in outdoor public spaces [J].
Aspuru, Itziar ;
Garcia, Igone ;
Herranz, Karmele ;
Santander, Alvaro .
NOISE MAPPING, 2016, 3 (01) :37-48
[4]  
Bocher E, 2015, CROWDSOURCING NOISE
[5]  
Brocolini L., 2012, THESIS
[6]   Measurements of acoustic environments for urban soundscapes: Choice of homogeneous periods, optimization of durations, and selection of indicators [J].
Brocolini, Laurent ;
Lavandier, Catherine ;
Quoy, Mathias ;
Ribeiro, Carlos .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2013, 134 (01) :813-821
[7]   Capturing urban traffic noise dynamics through relevant descriptors [J].
Can, Arnaud ;
Leclercq, Ludovic ;
Lelong, Joel ;
Defrance, Jerome .
APPLIED ACOUSTICS, 2008, 69 (12) :1270-1280
[8]   Cross-calibration of participatory sensor networks for environmental noise mapping [J].
Can, Arnaud ;
Guillaume, Gwenael ;
Picaut, Judicael .
APPLIED ACOUSTICS, 2016, 110 :99-109
[9]   Participatory noise mapping works! An evaluation of participatory sensing as an alternative to standard techniques for environmental monitoring [J].
D'Hondt, Ellie ;
Stevens, Matthias ;
Jacobs, An .
PERVASIVE AND MOBILE COMPUTING, 2013, 9 (05) :681-694
[10]  
European Union, 2003, OFF J EUR UNION, V212, P49