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Technical Papers

An Improved Dual Asymmetric Penalized Least Squares Baseline Correction Method for High-Noise Spectral Data Analysis

ORCID Icon, , , , &
Pages 589-600 | Received 02 Jun 2022, Accepted 30 Sep 2022, Published online: 21 Nov 2022

References

  • D. AL-AZMI et al., “Gamma Dose Rates in the High Background Radiation Area of Mangalore Region, India,” Radiat. Prot. Dosim., 184, 3–4, 290 (2019); https://doi.org/10.1093/rpd/ncz063.
  • T. LIN, “Optimization of Decay Time in Radioactivity Detection of Building Ceramics and Analysis of Radioactivity Level of Ceramics in Nan’ an City,” IOP Conf. Ser., 525, 012034 (012036 pp.)-012034 (012036 pp.) (2020); https://doi.org/10.1088/1755-1315/525/1/012034.
  • S. RODDE et al., “Use of X-Rays for Security Screening People in France,” Radioprotection, 45, 2, 245 (2010); https://doi.org/10.1051/radiopro/2010030.
  • T. D. REILLY and J. L. PARKER, “Gamma-Ray Measurements for Nuclear Material Accountability,” Trans. Am. Nucl. Soc., 16, 68 (1973).
  • M. SAKTHIVEL and K. MADHUSOODANAN, “Core Temperature Monitoring System for Prototype Fast Breeder Reactor,” Nucl. Sci. Eng., 170, 3, 290 (2012); https://doi.org/10.13182/nse11-07.
  • B. BUCHER et al., “Revision of Forensics-Relevant Nuclear Data in 127Sb β Decay,” Phys. Rev. C, 99, 034314 (2019); https://doi.org/10.1103/PhysRevC.99.034314.
  • A. ERENLER et al., “An Investigation of Gamma Ray Mass Attenuation from 80.1 to 834.86 keV for Fabric Coating Pastes Used in Textile Sector,” Nucl. Sci. Tech., 31, 6 (2020); https://doi.org/10.1007/s41365-020-00765-y.
  • H. Y. YANG, S. LI, and Z. W. ZHOU, “Thermal Design and Experimental Verification of Double Helium Gap Conduction Test Facility,” Nucl. Sci. Eng., 195, 4, 339 (2021); https://doi.org/10.1080/00295639.2020.1826776.
  • B. E. B. NURHANDOKO et al., “Study of Gamma Spectrometry Laboratory Measurement in Various Sediment and Vulcanic Rocks,” Proc. 5th Int. Conf. Advances in Nuclear Science and Engineering (ICANSE): Bandung, Indonesia, November 18–20 2015.
  • E. A. MANAA, “Uranium Extraction from Gattar Granite Sample After Leaching Using Nitrate Solution in Presence of Peroxide,” Nucl. Sci. Eng., 195, 6, 664 (2021); https://doi.org/10.1080/00295639.2020.1825899.
  • F. K. ZHAO and A. M. WANG, “A Background Subtraction Approach Based on Complex Wavelet Transforms in EDXRF,” X-Ray Spectrom., 44, 2, 41 (2015); https://doi.org/10.1002/xrs.2576.
  • C. M. GALLOWAY, E. C. LE RU, and P. G. ETCHEGOIN, “An Iterative Algorithm for Background Removal in Spectroscopy by Wavelet Transforms,” Appl. Spectrosc., 63, 12, 1370 (2009); http://dx.doi.org/10.1366/000370209790108905.
  • F. GAN, G. H. RUAN, and J. Y. MO, “Baseline Correction by Improved Iterative Polynomial Fitting with Automatic Threshold,” Chemometr. Intell. Lab. Syst., 82, 1–2, 59 (2006); https://doi.org/10.1016/j.chemolab.2005.08.009.
  • H. R. LI et al., “Sparse Bayesian Learning Approach for Baseline Correction,” Chemometr. Intell. Lab. Syst., 204, 104088 (2020); https://doi.org/10.1016/j.chemolab.2020.104088.
  • Q. J. HAN et al., “Simultaneous Spectrum Fitting and Baseline Correction Using Sparse Representation,” Analyst, 142, 13, 2460 (2017); https://doi.org/10.1039/c6an02341j.
  • Y. Y. CAI et al., “Baseline Correction for Raman Spectra Using Penalized Spline Smoothing Based on Vector Transformation,” Anal. Methods, 10, 28, 3525 (2018); https://doi.org/10.1039/c8ay00914g.
  • R. PEREZ-PUEYO, M. J. SONEIRA, and S. RUIZ-MORENO, “Morphology-Based Automated Baseline Removal for Raman Spectra of Artistic Pigments,” Appl. Spectrosc., 64, 6, 595 (2010); https://doi.org/10.1366/000370210791414281.
  • M. MORHAC, “An Algorithm for Determination of Peak Regions and Baseline Elimination in Spectroscopic Data,” Nucl. Instrum. Methods Phys. Res. Sect. A, 600, 2, 478 (2009); https://doi.org/10.1016/j.nima.2008.11.132.
  • M. MORHAC and V. MATOUSEK, “Peak Clipping Algorithms for Background Estimation in Spectroscopic Data,” Appl. Spectrosc., 62, 1, 91 (2008); https://doi.org/10.1366/000370208783412762.
  • M. H. ZHU et al., “Heuristic Approach for Peak Regions Estimation in Gamma-Ray Spectra Measured by a NaI Detector,” Chin. Phys. C, 33, 3, 205 (2009); https://doi.org/10.1088/1674-1137/33/3/009.
  • P. H. C. EILERS, “A Perfect Smoother,” Anal. Chem., 75, 14, 3631 (2003); https://doi.org/10.1021/ac034173t.
  • Z. M. ZHANG, S. CHEN, and Y. Z. LIANG, “Baseline Correction Using Adaptive Iteratively Reweighted Penalized Least Squares,” Analyst, 135, 5, 1138 (2010); https://doi.org/10.1039/b922045c.
  • S. X. HE et al., “Baseline Correction for Raman Spectra Using an Improved Asymmetric Least Squares Method,” Anal. Methods, 6, 12, 4402 (2014); https://doi.org/10.1039/c4ay00068d.
  • G. F. YANG et al., “Multiple Constrained Reweighted Penalized Least Squares for Spectral Baseline Correction,” Appl. Spectrosc., 74, 12, 1443 (2020); https://doi.org/10.1177/0003702819885002.
  • F. ZHANG et al., “Baseline Correction for Infrared Spectra Using Adaptive Smoothness Parameter Penalized Least Squares Method,” Spectrosc. Lett., 53, 3, 222 (2020); https://doi.org/10.1080/00387010.2020.1730908.
  • AY. SUN et al., “A Full Spectral Analysis Method for the Gamma Spectrum: Weighted Library Least Squares,” Anal. Methods, 13, 40, 4718 (2021); https://doi.org/10.1039/d1ay01319j.
  • M. H. ZHU et al., “Least Square Fitting of Low Resolution Gamma Ray Spectra with Cubic B-Spline Basis Functions,” Chin. Phys. C, 33, 1, 24 (2009); https://doi.org/10.1088/1674-1137/33/1/006.
  • A. A. URBAS and S. J. CHOQUETTE, “Automated Spectral Smoothing with Spatially Adaptive Penalized Least Squares,” Appl. Spectrosc., 65, 6, 665 (2011); https://doi.org/10.1366/10-05971.
  • R. SHE et al., “Waveform Digitizing for LaBr3/NaI Phoswich Detector,” Chin. Phys. C, 38, 8, 4 (2014); https://doi.org/10.1088/1674-1137/38/8/086005.
  • J. H. LIU et al., “Using a LaBr3:Ce Scintillator for Positron Annihilation Lifetime Spectroscopy,” Chin. Phys. C, 36, 4, 380 (2012); https://doi.org/10.1088/1674-1137/36/4/016.
  • C. CHENG et al., “Metallic Materials Analysis by DT Neutron Generator-Based Inelastic Neutron Scattering System: Measurement and Monte Carlo Simulation,” Nucl. Instrum. Methods Phys. Res. Sect. B, 515, 31 (2022); https://doi.org/10.1016/j.nimb.2022.01.012.
  • Z. W. GRABOWSKI, “Mixing Ratios of Transitions in the Decay of Ir192,” Phys. Rev., 183, 4, 1019 (1969); https://doi.org/10.1103/PhysRev.183.1019.

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