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Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa
In low- and middle-income countries, noise exposure and its negative health effects have been little explored. The present study aimed to assess the noise exposure situation in adults living in informal settings in the Western Cape Province, South Africa. We conducted continuous one-week outdoor noi...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5664763/ https://www.ncbi.nlm.nih.gov/pubmed/29053590 http://dx.doi.org/10.3390/ijerph14101262 |
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author | Sieber, Chloé Ragettli, Martina S. Brink, Mark Toyib, Olaniyan Baatjies, Roslyn Saucy, Apolline Probst-Hensch, Nicole Dalvie, Mohamed Aqiel Röösli, Martin |
author_facet | Sieber, Chloé Ragettli, Martina S. Brink, Mark Toyib, Olaniyan Baatjies, Roslyn Saucy, Apolline Probst-Hensch, Nicole Dalvie, Mohamed Aqiel Röösli, Martin |
author_sort | Sieber, Chloé |
collection | PubMed |
description | In low- and middle-income countries, noise exposure and its negative health effects have been little explored. The present study aimed to assess the noise exposure situation in adults living in informal settings in the Western Cape Province, South Africa. We conducted continuous one-week outdoor noise measurements at 134 homes in four different areas. These data were used to develop a land use regression (LUR) model to predict A-weighted day-evening-night equivalent sound levels (L(den)) from geographic information system (GIS) variables. Mean noise exposure during day (6:00–18:00) was 60.0 A-weighted decibels (dB(A)) (interquartile range 56.9–62.9 dB(A)), during night (22:00–6:00) 52.9 dB(A) (49.3–55.8 dB(A)) and average L(den) was 63.0 dB(A) (60.1–66.5 dB(A)). Main predictors of the LUR model were related to road traffic and household density. Model performance was low (adjusted R(2) = 0.130) suggesting that other influences than those represented in the geographic predictors are relevant for noise exposure. This is one of the few studies on the noise exposure situation in low- and middle-income countries. It demonstrates that noise exposure levels are high in these settings. |
format | Online Article Text |
id | pubmed-5664763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-56647632017-11-06 Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa Sieber, Chloé Ragettli, Martina S. Brink, Mark Toyib, Olaniyan Baatjies, Roslyn Saucy, Apolline Probst-Hensch, Nicole Dalvie, Mohamed Aqiel Röösli, Martin Int J Environ Res Public Health Article In low- and middle-income countries, noise exposure and its negative health effects have been little explored. The present study aimed to assess the noise exposure situation in adults living in informal settings in the Western Cape Province, South Africa. We conducted continuous one-week outdoor noise measurements at 134 homes in four different areas. These data were used to develop a land use regression (LUR) model to predict A-weighted day-evening-night equivalent sound levels (L(den)) from geographic information system (GIS) variables. Mean noise exposure during day (6:00–18:00) was 60.0 A-weighted decibels (dB(A)) (interquartile range 56.9–62.9 dB(A)), during night (22:00–6:00) 52.9 dB(A) (49.3–55.8 dB(A)) and average L(den) was 63.0 dB(A) (60.1–66.5 dB(A)). Main predictors of the LUR model were related to road traffic and household density. Model performance was low (adjusted R(2) = 0.130) suggesting that other influences than those represented in the geographic predictors are relevant for noise exposure. This is one of the few studies on the noise exposure situation in low- and middle-income countries. It demonstrates that noise exposure levels are high in these settings. MDPI 2017-10-20 2017-10 /pmc/articles/PMC5664763/ /pubmed/29053590 http://dx.doi.org/10.3390/ijerph14101262 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sieber, Chloé Ragettli, Martina S. Brink, Mark Toyib, Olaniyan Baatjies, Roslyn Saucy, Apolline Probst-Hensch, Nicole Dalvie, Mohamed Aqiel Röösli, Martin Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa |
title | Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa |
title_full | Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa |
title_fullStr | Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa |
title_full_unstemmed | Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa |
title_short | Land Use Regression Modeling of Outdoor Noise Exposure in Informal Settlements in Western Cape, South Africa |
title_sort | land use regression modeling of outdoor noise exposure in informal settlements in western cape, south africa |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5664763/ https://www.ncbi.nlm.nih.gov/pubmed/29053590 http://dx.doi.org/10.3390/ijerph14101262 |
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