SLIDE 20 20 Combination of Field Measurements, Laboratory Analysis and Statistics as an Effective Approach to Characterize Large Amounts of NORM Contaminated Materials
Step 5: Statistical assessment of the field data (I)
- Investigation of the type of statistical distribution (normal [i. e. Gaussian]
distribution via log-normal distribution)
60 80 100 120
Distribution Frerquency of the Data Lognorma Distribution Gaussian Distribution
note: data on environmental contamination are as a rule lognormal- distributed !
200 250 300
Distribution Frequency of the Data Lognormal Distribution Gaussian Distribution
- Detection of non-plausible values; exclusion of these values from data
20 40 60 0,0 0,1 0,2 0,3 0,4 0,5 0,6 0,7 0,8 0,9 1,0
[Bq/cm2] Frequency D
5 <
distributed !
50 100 150 0,0 0,1 0,2 0,3 0,4 0,5 0,6 0,7 0,8 0,9 1,0
[Bq/cm2] Frequency D
< 5
p ; interpretation
- Determination of the relevant statistical parameters (Xmean, standard
deviation , uncertainty , percentile P ; confidence interval for a given deviation , uncertainty , percentile P ; confidence interval for a given level of confidence )