title: Urban streets functionality as a tool for urban pollution management.
abstract: Pollution derived from traffic can be considered one of the major problems of modern cities. Although considerable efforts have been devoted to gathering information about pollution and its control, little attention has been paid to the analysis of relationships between pollution distribution and town planning. The existence of these relationships would enable better prediction and prevention of pollution through town planning. In this work, an analysis of one pollutant derived from traffic (urban noise) in 27 cities is presented. Non-parametric tests and ROC analyses were employed, using the equivalent sound level (L(eq)) values as the dependent variable. For the characterization of the pollutant, an alternative concept to accessibility is analyzed: the concept of functionality. Results of statistical inferential analysis showed the existence of significant differences between the sound levels of the different category results, confirming that noise is stratified in the studied cities and that the five categories proposed based in the concept of functionality highlight this noise stratification. Moreover, high sensitivity and low non-specificity were obtained by using ROC analysis. Results of this analysis also showed an overall average value of prediction capacity close to 90%. Therefore, because the proposed categories highlight the noise stratification of the studied pollutant in all the towns studied, the functionality concept can be considered an interesting tool for urban planning and for designing pollution prevention policies. Finally, as traffic is a source of other urban pollutants, the concept of functionality may be a new concept for wide environmental pollution management.
authors.affiliation: Acoustic Laboratory, Department of Applied Physics, Polytechnic School, University of Extremadura, Avda. de la Universidad s/n, 10003 Cáceres, Spain.
authors.forename: Guillermo
authors.initials: G
authors.lastname: Rey Gozalo
authors.forename: Juan Miguel
authors.initials: JM
authors.lastname: Barrigón Morillas
authors.forename: Valentín
authors.initials: V
authors.lastname: Gómez Escobar
mesh_terms: D002677:Chile; D002947:Cities; D008962:Models, Theoretical; D009622:Noise / Q000517:prevention & control*; D011174:Portugal; D012372:ROC Curve; D012680:Sensitivity and Specificity; D013030:Spain; D014186:Transportation / Q000379:methods*
keywords: Noise pollution; Sampling methods; Urban planning