Statistical analysis of uncertainties of gamma-peak identification and area calculation in particulate air-filter environment radionuclide measurements using the results of a Comprehensive Nuclear-Test-Ban Treaty Organization (CTBTO) organized intercomparison, Part I: assessment of reliability and uncertainties of isotope detection and energy precision using artificial spiked test spectra, Part II: assessment of the true type I error rate and the quality of peak area estimators in relation to type II errors using large numbers of natural spectra.
In this paper, the uncertainties of gamma-ray small peak analysis have been examined. As the intensity of a gamma-ray peak approaches its detection decision limit, derived parameters such as centroid channel energy, peak area, peak area uncertainty, baseline determination, and peak significance are statistically sensitive. The intercomparison exercise organized by the CTBTO provided an excellent opportunity for this to be studied. Near background levels, the false-positive and false-negative peak identification frequencies in artificial test spectra have been compared to statistically predictable limiting values. In addition, naturally occurring radon progeny were used to compare observed variance against nominal uncertainties. The results infer that the applied fit algorithms do not always represent the best estimator. Understanding the statistically predicted peak-finding limit is important for data evaluation and analysis assessment. Furthermore, these results are useful to optimize analytical procedures to achieve the best results.
Radiation Protection Bureau of Health Canada, 775 Brookfield Road, AL 6302D1, Ottawa, Ontario, Canada K1A 1C1. weihua_zhang@hc-sc.gc.ca
W
W
Zhang
M
M
Zähringer
K
K
Ungar
I
I
Hoffman
D000396:Air Pollutants, Radioactive / Q000032:analysis*; D000465:Algorithms; D003627:Data Interpretation, Statistical; D005720:Gamma Rays; D038622:Internationality; D007554:Isotopes / Q000032:analysis*; D054043:Nuclear Weapons; D052638:Particulate Matter / Q000032:analysis*; D011829:Radiation Dosage; D011834:Radiation Monitoring / Q000379:methods* / Q000592:standards*; D011847:Radioactive Fallout / Q000032:analysis*; D012015:Reference Standards; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D014462:Ultrafiltration / Q000379:methods / Q000592:standards*
D000396:Air Pollutants, Radioactive; D007554:Isotopes; D052638:Particulate Matter; D011847:Radioactive Fallout