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Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
Radon Map of Switzerland
Experience in Switzerland
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
2
Current Radon Map
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
3
Radon measurements 1994-2015 (in living spaces)
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
4
Radon Map 2004
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
5
Mean value of the community, based on the annual average
of all measured dwellings:
− Rn < 100 Bq/m3 = low risk area
− 100 Bq/m3 ≤ Rn < 200 Bq/m3 = medium risk area
− Rn ≥ 200 Bq/m3 = high risk area
Classification of communities
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
6
Consequences of the community based classification
Canton Neuchâtel
Canton Basel-Land
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
7
Misinterpretation of the radon map
• a specific buildings cannot be evaluated using the radon map
• neighboring buildings can exhibit very different radon situations
• the map can lead to a false sense of security
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
8
Radon prone areas Alps & Jura~2% of dwellings~1% of new dwellings
>1000 Bq/m3
All Switzerland is concerned !~12% of dwellings~6% of new dwellings
>300 Bq/m3
New situation
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
9
2% 12%
New map, the entire country is a radon prone area
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
10
New Radon Map – new approach
Project by Georg Kropat
Institute of radiophysics, Lausanne, Switzerland
Kropat, G., Bochud, F., Jaboyedoff, M., Laedermann, J.-P., Murith, C., Palacios, M., Baechler, S., 2014Major influencing factors of indoor radon concentrations in Switzerland.
Journal of Environmental Radioactivity 129, 7–22
Kropat, G., Baechler, S., Bailat, C., Barazza, F., Bochud, F., Damet, J., Meyer, N., Palacios (Gruson), M., Butterweck, G., 2015.CALIBRATION OF THE POLITRACK® SYSTEM BASED ON CR39 SOLID STATE NUCLEAR
TRACK DETECTORS FOR PASSIVE INDOOR RADON CONCENTRATION MEASUREMENTS.
Radiation Protection Dosimetry 167, 302 - 305
Kropat, G., Bochud, F., Jaboyedoff, M., Laedermann, J.-P., Murith, C., Palacios (Gruson), M., Baechler, S., 2015Predictive analysis and mapping of indoor radon concentrations in a complex environment using
kernel estimation: An application to Switzerland.
Science of the Total Environment 505, 137–148
Kropat, G., Bochud, F., Jaboyedoff, M., Laedermann, J.-P., Murith, C., Palacios (Gruson), M., Baechler, S., 2015Improved predictive mapping of indoor radon concentrations using ensemble regression trees based
on automatic clustering of geological units.
Journal of Environmental Radioactivity 147, 51 - 62
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
11
More criteria to construct the radon map
• radon measurements
• lithology (geology)
• clustering of geological units
• meteorological data
• machine learning
• modeling
• multidimensional analysis
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
12
Radon measurements ~230 000 measurements
~145 000 houses
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
13
Lithology – 70 classes
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
14
Generalized lithological classes
Mean
of
indoor
radon c
oncentr
ation i
n B
q/m
3
100
150
200
250
300
350
400
Carbonate
Rock Alps
Carbonate
Rock Jura
Igneous Rock Metamorphic Rock Sediment Sedimentary Rock
Rock class
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
15
Creating artificial classes
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
16
Modeling
prediction
radon
concentrations
categorical
variablescontinuous
variables
model
housetype altitude
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
17
Probability mapping
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
18
Radon probability map
Future improvements: more
variables:
• uranium content of the
ground
• soil gas measurements
• more detailed geological
information
• outdoor/indoor pressure
differences
Regional Workshop on Radon in Workplaces
Fabio Barazza, Switzerland
May 25, 2016
Federal Department of Home Affairs FDHA
Federal Office of Public Health FOPH
Consumer Protection Directorate
19
Thank you for your attention!
I am happy to answer
questions.