Monitoring and Prediction of Traffic Noise in Large Urban Areas
Source abstract
Abstract
Dynamap, a co-financed project by the European Commission through the Life+ 2013 program, aims at developing a dynamic approach for noise mapping that is capable of updating environmental noise levels through a direct link with a limited number of noise monitoring terminals. Dynamap is based on the idea of finding a suitable set of roads that display similar traffic noise behavior (temporal noise profile over an entire day) so that one can group them together into a single noise map. Each map thus represents a group of road stretches whose traffic noise will be updated periodically, typically every five minutes during daily hours and every hour during night. The information regarding traffic noise will be taken continuously from a small number of monitoring stations (typically 24) appropriately distributed over the urban zone of interest. To achieve this goal, we have performed a detailed analysis of traffic noise data, recorded every second from 93 monitoring stations randomly distributed over the entire urban area of the City of Milan. Our results are presented for a restricted area, the urban Zone 9 of Milan. We have separated the entire set of (about 2000) stretches into six groups, each one represented by a noise map, and gave a prescription for the locations of the future 24 monitoring stations. From our analysis, it is estimated that the mean overall error for each group of stretches (noise map), averaged over the 24 h, is about 2 dB.
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Research context
OpenAlex topics: Noise Effects and Management · Hearing Loss and Rehabilitation · Acoustic Wave Phenomena Research
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Earth and Environmental Sciences (DISAT), University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy
Department of Physics, University of Milano-Bicocca, Piazza della Scienza 3, 20126 Milano, Italy
References (45)
Show source-provided references
1. EU Directive (2002). Directive 2002/49/EC of the European parliament and the Council of 25 June 2002 relating to the assessment and management of environmental noise. Off. J. Eur. Commun., 12, L189.
2. European Commission (2017). Report from the Commission to the European Parliament and the Council on the Implementation of the Environmental Noise Directive in Accordance with Article 11 of Directive 2002/49/EC. COM/2017/0151 Final, European Commission.
3. Annoyance from transportation noise: Relationships with exposure metrics DNL and DENL and their confidence intervals10.1289/ehp.01109409 ↗
4. Environmental noise, sleep and health10.1016/j.smrv.2006.09.001 ↗
5. A prospective study of some effects of aircraft noise on cognitive performance in schoolchildren10.1111/1467-9280.00483 ↗
6. Ambient noise and cognitive processes among primary schoolchildren10.1177/0013916503256260 ↗
7. Global noise score indicator for classroom evaluation of acoustic performances in LIFE GIOCONDA project
8. Transportation noise and blood pressure in a population-based sample of adults10.1289/ehp.1103448 ↗
9. Traffic noise and risk of myocardial infarction10.1097/01.ede.0000147104.84424.24 ↗
10. Exposure modifiers of the relationships of transportation noise with high blood pressure and noise annoyance10.1121/1.4764881 ↗
11. International scale implementation of the CNOSSOS-EU road traffic noise prediction model for epidemiological studies10.1016/j.envpol.2015.07.031 ↗
12. Selection of suitable alternatives to reduce the environmental impact of road traffic noise using a fuzzy multi-criteria decision model10.1016/j.eiar.2016.06.003 ↗
13. Annoyance evaluation due to overall railway noise and vibration in Pisa urban areas10.1016/j.scitotenv.2015.11.071 ↗
14. Assessment of railway noise in an urban setting10.1016/j.apacoust.2015.10.025 ↗
15. ADS-B System as a Useful Tool for Testing and Redrawing Noise Management Strategies at Pisa Airport10.3813/AAA.919083 ↗
16. Transportation planning and quiet natural areas preservation: Aircraft overflights noise assessment in a National Park10.1016/j.trd.2015.09.006 ↗
17. Advances in the development of common noise assessment methods in Europe: The CNOSSOS-EU framework for strategic environmental noise mapping10.1016/j.scitotenv.2014.02.031 ↗
18. Noise annoyance assessment of various urban road vehicle pass-by noises in isolation and combined with industrial noise: A laboratory study10.1016/j.apacoust.2015.07.017 ↗
19. A procedure for the assessment of wind turbine noise10.1016/j.apacoust.2016.07.025 ↗
20. Exposure to wind turbine noise: Perceptual responses and reported health effects10.1121/1.4942391 ↗
21. Dustlab (2017, December 22). SENSEable Pisa Project. Available online: http://senseable.it/.
22. BrusSense (2017, December 22). Noisetube Project. Available online: http://www.noisetube.net.
23. FabLab Bcn (2017, December 22). Smart Citizen Project. Available online: https://smartcitizen.me/.
24. Bruitparif (2017, December 22). Harmonica Project. Available online: http://www.noiseineu.eu/.
25. Bluewave (2017, December 22). Noisemote System. Available online: http://www.noisemote.com.
26. (2017, December 22). Project H.U.S.H.. Available online: http://www.hush-project.eu/en/index.html.
27. (2017, December 22). QUADMAP. Available online: http://www.quadmap.eu/.
28. (2017, December 22). Dynamap. Available online: http://www.life-dynamap.eu/.
29. The LIFE DYNAMAP project: Towards a procedure for dynamic noise mapping in urban areas10.1016/j.apacoust.2016.10.022 ↗
30. Study of noise in a small Spanish Town
31. Spatial sampling for night levels estimation in urban environments10.1121/1.2215219 ↗
32. Angelini, F., Zambon, G., Salvi, D., Zanaboni, W., and Smiraglia, M. (2015, January 12–16). Traffic noise monitoring in the city of Milan: Construction of a representative statistical collection of acoustic trends with different time resolutions. Proceedings of the 23rd International Congress on Sound and Vibration, Florence, Italy.
33. Angelini, F., Bisceglie, A., Brambilla, G., Gallo, V., and Zambon, G. (2012, January 4–6). Campionamento spaziale stratificato per il rumore da traffico stradale: Un’applicazione alla rete viaria di Milano (Stratified spatial sampling of road traffic noise: A case study of the road network in Milan). Proceedings of the Associazione Italiana di Acustica (AIA), Roma, Italy.
34. Zambon, G., Benocci, R., and Brambilla, G. (2016). Cluster categorization of urban roads to optimize their noise Monitoring. Environ. Monit. Assess., 188.10.1007/s10661-016-5104-y ↗
35. A categorization method applied to the study of urban road traffic noise10.1121/1.1889437 ↗
36. Predicting Hourly Traffic Noise from Traffic Flow Rate Model: Underlying Concepts for the DYNAMAP Project
37. Zambon, G., Benocci, R., Angelini, F., Brambilla, G., and Gallo, V. (2014, January 7–12). Statistics-based functional classification of roads in the urban area of Milan. Proceedings of the 7th Forum Acusticum, Krakow, Poland.
38. Zambon, G., Benocci, R., and Bisceglie, A. (2015, January 12–16). Development of optimized algorithms for the classification of networks of road stretches into homogeneous clusters in urban areas. Proceedings of the 22nd ICSV, Florence, Italy.
39. Statistical Road Classification Applied to Stratified Spatial Sampling of Road Traffic Noise in Urban Areas
40. Zambon, G., Benocci, R., Bisceglie, A., and Roman, H.E. (2016, January 21–24). Milan dynamic noise mapping from few monitoring stations: Statistical analysis on road network. Proceedings of the 45th INTERNOISE, Hamburg, Germany.
41. Savage, R. (1961). Probability Inequalities of the Tchebycheff Type.10.6028/jres.065B.020 ↗
42. Kaufman, L., and Rousseeuw, P. (1990). Finding Groups in Data, Wiley.10.1002/9780470316801 ↗
43. (2006, January 16). Good Practice Guide for Strategic Noise Mapping and the Production of Associated Data on Noise Exposure. Available online: http://sicaweb.cedex.es/docs/documentacion/Good-Practice-Guide-for-Strategic-Noise-Mapping.pdf.
44. Orga, F., Socoró, J.C., Alías, F., Alsina-Pagès, R.M., Zambon, G., Benocci, R., and Bisceglie, A. (2017, January 23–27). Anomalous noise events considerations for the computation of road traffic noise levels: The DYNAMAP’s Milan case study. Proceedings of the 24th International Congress on Sound and Vibration, London, UK.
45. Zambon, G., Benocci, R., Orga, F., Alsina-Pagès, R.M., Alías, F., and Socoró, J.C. (2017, January 27–30). Real-time urban traffic noise maps: The influence of anomalous noise events in Milan pilot area of Dynamap. Proceedings of the 46th INTERNOISE, Hong Kong, China.