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Title: Comparison of new and existing algorithms for the analysis of 2D radioxenon beta gamma spectra

Abstract

The aim of this study is to compare radioxenon beta–gamma analysis algorithms using simulated spectra with experimentally measured background, where the ground truth of the signal is known. We believe that this is among the largest efforts to date in terms of the number of synthetic spectra generated and number of algorithms compared using identical spectra. We generate an estimate for the minimum detectable counts for each isotope using each algorithm. The paper also points out a conceptual model to put the various algorithms into a continuum. Finally, our results show that existing algorithms can be improved and some newer algorithms can be better than the ones currently used.

Authors:
ORCiD logo [1];  [1];  [1];  [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States). National Security Directorate. Radiation Detection and Nuclear Sciences Group
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE; Dept. of State (DOS) (United States). Bureau of Arms Control, Verification and Compliance (AVC); Defense Threat Reduction Agency (DTRA)
OSTI Identifier:
1343943
Report Number(s):
PNNL-SA-120191
Journal ID: ISSN 0236-5731; PII: 5174; TRN: US1700985
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Journal Article: Accepted Manuscript
Journal Name:
Journal of Radioanalytical and Nuclear Chemistry
Additional Journal Information:
Journal Volume: 311; Journal Issue: 3; Journal ID: ISSN 0236-5731
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
38 RADIATION CHEMISTRY, RADIOCHEMISTRY, AND NUCLEAR CHEMISTRY; Comprehensive Test Ban Treaty; International monitoring system; Radioxenon; Beta-gamma spectra; Algorithms; Nuclear explosion monitoring

Citation Formats

Deshmukh, Nikhil, Prinke, Amanda, Miller, Brian, and McIntyre, Justin. Comparison of new and existing algorithms for the analysis of 2D radioxenon beta gamma spectra. United States: N. p., 2017. Web. doi:10.1007/s10967-017-5174-5.
Deshmukh, Nikhil, Prinke, Amanda, Miller, Brian, & McIntyre, Justin. Comparison of new and existing algorithms for the analysis of 2D radioxenon beta gamma spectra. United States. doi:10.1007/s10967-017-5174-5.
Deshmukh, Nikhil, Prinke, Amanda, Miller, Brian, and McIntyre, Justin. Fri . "Comparison of new and existing algorithms for the analysis of 2D radioxenon beta gamma spectra". United States. doi:10.1007/s10967-017-5174-5. https://www.osti.gov/servlets/purl/1343943.
@article{osti_1343943,
title = {Comparison of new and existing algorithms for the analysis of 2D radioxenon beta gamma spectra},
author = {Deshmukh, Nikhil and Prinke, Amanda and Miller, Brian and McIntyre, Justin},
abstractNote = {The aim of this study is to compare radioxenon beta–gamma analysis algorithms using simulated spectra with experimentally measured background, where the ground truth of the signal is known. We believe that this is among the largest efforts to date in terms of the number of synthetic spectra generated and number of algorithms compared using identical spectra. We generate an estimate for the minimum detectable counts for each isotope using each algorithm. The paper also points out a conceptual model to put the various algorithms into a continuum. Finally, our results show that existing algorithms can be improved and some newer algorithms can be better than the ones currently used.},
doi = {10.1007/s10967-017-5174-5},
journal = {Journal of Radioanalytical and Nuclear Chemistry},
number = 3,
volume = 311,
place = {United States},
year = {Fri Jan 13 00:00:00 EST 2017},
month = {Fri Jan 13 00:00:00 EST 2017}
}

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Cited by: 1 work
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