Radon is a natural radioactive gas known to be the main contributor to natural background radiation exposure and the major leading cause of lung cancer second to smoking. Indoor radon concentration levels of 200 and 400 Bq/m3 are reference values suggested by the 90/143/Euratom recommendation, above which mitigation measures should be taken in new and old buildings, respectively, to reduce exposure to radon. Despite this international recommendation, Italy still does not have mandatory regulations or guidelines to deal with radon in dwellings. Monitoring surveys have been undertaken in a number of western European countries in order to assess the exposure of people to this radioactive gas and to identify radon prone areas. However, such campaigns provide concentration values in each single dwelling included in the sample, while it is often necessary to provide measures of the pollutant concentration which refer to sub-areas of the region under study. This requires a realignment of the spatial data from the level at which they are collected (points) to the level at which they are necessary (areas). This is known as change of support problem. In this paper, we propose a methodology based on geostatistical simulations in order to solve this problem and to identify radon prone areas which may be suggested for national guidelines. © Springer-Verlag 2010.

Borgoni, R., Quatto, P., Somà, G., de Bartolo, D. (2010). A geostatistical approach to define guidelines for radon prone area identification. STATISTICAL METHODS & APPLICATIONS, 19(2), 255-276 [10.1007/s10260-009-0128-x].

A geostatistical approach to define guidelines for radon prone area identification

BORGONI, RICCARDO;QUATTO, PIERO;
2010

Abstract

Radon is a natural radioactive gas known to be the main contributor to natural background radiation exposure and the major leading cause of lung cancer second to smoking. Indoor radon concentration levels of 200 and 400 Bq/m3 are reference values suggested by the 90/143/Euratom recommendation, above which mitigation measures should be taken in new and old buildings, respectively, to reduce exposure to radon. Despite this international recommendation, Italy still does not have mandatory regulations or guidelines to deal with radon in dwellings. Monitoring surveys have been undertaken in a number of western European countries in order to assess the exposure of people to this radioactive gas and to identify radon prone areas. However, such campaigns provide concentration values in each single dwelling included in the sample, while it is often necessary to provide measures of the pollutant concentration which refer to sub-areas of the region under study. This requires a realignment of the spatial data from the level at which they are collected (points) to the level at which they are necessary (areas). This is known as change of support problem. In this paper, we propose a methodology based on geostatistical simulations in order to solve this problem and to identify radon prone areas which may be suggested for national guidelines. © Springer-Verlag 2010.
Articolo in rivista - Articolo scientifico
Radon prone areas; Kriging; Geostatistical conditional simulation; Change of support problem
English
2010
19
2
255
276
none
Borgoni, R., Quatto, P., Somà, G., de Bartolo, D. (2010). A geostatistical approach to define guidelines for radon prone area identification. STATISTICAL METHODS & APPLICATIONS, 19(2), 255-276 [10.1007/s10260-009-0128-x].
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/10817
Citazioni
  • Scopus 16
  • ???jsp.display-item.citation.isi??? 17
Social impact