A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy

Radon is a natural gas known to be the main contributor to natural background radiation exposure and second to smoking, a major leading cause of lung cancer. The main source of radon is the soil, but the gas can enter buildings in many different ways and reach high indoor concentrations. Monitoring...

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Main Authors: Carlo Bigliotto, Daniela de Bartolo, Valeria Tritto, Riccardo Borgoni
Format: Article
Language:English
Published: MDPI AG 2011-05-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:http://www.mdpi.com/1660-4601/8/5/1420/
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spelling doaj-f3cbc5e28fd34e3c920c2bc246dcdf012020-11-24T23:59:35ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012011-05-01851420144010.3390/ijerph8051420A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern ItalyCarlo BigliottoDaniela de BartoloValeria TrittoRiccardo BorgoniRadon is a natural gas known to be the main contributor to natural background radiation exposure and second to smoking, a major leading cause of lung cancer. The main source of radon is the soil, but the gas can enter buildings in many different ways and reach high indoor concentrations. Monitoring surveys have been promoted in many countries in order to assess the exposure of people to radon. In this paper, two complementary aspects are investigated. Firstly, we mapped indoor radon concentration in a large and inhomogeneous region using a geostatistical approach which borrows strength from the geologic nature of the soil. Secondly, knowing that geologic and anthropogenic factors, such as building characteristics, can foster the gas to flow into a building or protect against this, we evaluated these effects through a multiple regression model which takes into account the spatial correlation of the data. This allows us to rank different building typologies, identified by architectonic and geological characteristics, according to their proneness to radon. Our results suggest the opportunity to differentiate construction requirements in a large and inhomogeneous area, as the one considered in this paper, according to different places and provide a method to identify those dwellings which should be monitored more carefully.http://www.mdpi.com/1660-4601/8/5/1420/radongeostatisticskriging with external driftIRWGLSgeological classbuilding factors
collection DOAJ
language English
format Article
sources DOAJ
author Carlo Bigliotto
Daniela de Bartolo
Valeria Tritto
Riccardo Borgoni
spellingShingle Carlo Bigliotto
Daniela de Bartolo
Valeria Tritto
Riccardo Borgoni
A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy
International Journal of Environmental Research and Public Health
radon
geostatistics
kriging with external drift
IRWGLS
geological class
building factors
author_facet Carlo Bigliotto
Daniela de Bartolo
Valeria Tritto
Riccardo Borgoni
author_sort Carlo Bigliotto
title A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy
title_short A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy
title_full A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy
title_fullStr A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy
title_full_unstemmed A Geostatistical Approach to Assess the Spatial Association between Indoor Radon Concentration, Geological Features and Building Characteristics: The Case of Lombardy, Northern Italy
title_sort geostatistical approach to assess the spatial association between indoor radon concentration, geological features and building characteristics: the case of lombardy, northern italy
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2011-05-01
description Radon is a natural gas known to be the main contributor to natural background radiation exposure and second to smoking, a major leading cause of lung cancer. The main source of radon is the soil, but the gas can enter buildings in many different ways and reach high indoor concentrations. Monitoring surveys have been promoted in many countries in order to assess the exposure of people to radon. In this paper, two complementary aspects are investigated. Firstly, we mapped indoor radon concentration in a large and inhomogeneous region using a geostatistical approach which borrows strength from the geologic nature of the soil. Secondly, knowing that geologic and anthropogenic factors, such as building characteristics, can foster the gas to flow into a building or protect against this, we evaluated these effects through a multiple regression model which takes into account the spatial correlation of the data. This allows us to rank different building typologies, identified by architectonic and geological characteristics, according to their proneness to radon. Our results suggest the opportunity to differentiate construction requirements in a large and inhomogeneous area, as the one considered in this paper, according to different places and provide a method to identify those dwellings which should be monitored more carefully.
topic radon
geostatistics
kriging with external drift
IRWGLS
geological class
building factors
url http://www.mdpi.com/1660-4601/8/5/1420/
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