Principal Component Analysis (PCA) unravels spectral components present in XPS spectra of complex oxide films on iron foil

Fairley, Neal; Bargiela, Pascal; Huang, Wei-Min; Baltrusaitis, Jonas

doi:10.1016/j.apsadv.2023.100447

Title: Principal Component Analysis (PCA) unravels spectral components present in XPS spectra of complex oxide films on iron foil

Journal Article · Sun Oct 01 00:00:00 EDT 2023 · Applied Surface Science Advances

DOI:https://doi.org/10.1016/j.apsadv.2023.100447· OSTI ID:1997901

Fairley, Neal; Bargiela, Pascal; Huang, Wei-Min;

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Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES)

Grant/Contract Number:: SC0012577

OSTI ID:: 1997901

Journal Information:: Applied Surface Science Advances, Journal Name: Applied Surface Science Advances Vol. 17 Journal Issue: C; ISSN 2666-5239

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

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Developments in numerical treatments for large data sets of XPS images: Parallel XPS applied to UV photosensitive films Béchu, Solène; Richard-Plouet, Mireille; Fernandez, Vincent Surface and Interface Analysis, Vol. 48, Issue 5 https://doi.org/10.1002/sia.5970	journal	February 2016
Surface analysis insight note: Initial, statistical evaluation of X‐ray photoelectron spectroscopy images Moeini, Behnam; Linford, Matthew R. Surface and Interface Analysis, Vol. 55, Issue 8 https://doi.org/10.1002/sia.7218	journal	May 2023
Referencing to adventitious carbon in X-ray photoelectron spectroscopy: Can differential charging explain C 1s peak shifts? Greczynski, G.; Hultman, L. Applied Surface Science, Vol. 606 https://doi.org/10.1016/j.apsusc.2022.154855	journal	December 2022
X-Ray photoelectron spectroscopy of iron–oxygen systems Allen, Geoffrey C.; Curtis, Michael T.; Hooper, Alan J. J. Chem. Soc., Dalton Trans., Issue 14 https://doi.org/10.1039/DT9740001525	journal	January 1974
Multiplet effects in X-ray spectroscopy Groot, Frank de Coordination Chemistry Reviews, Vol. 249, Issue 1-2 https://doi.org/10.1016/j.ccr.2004.03.018	journal	January 2005
Noise reduction in X-ray photoelectron spectromicroscopy by a singular value decomposition sorting procedure Walton, John; Fairley, Neal Journal of Electron Spectroscopy and Related Phenomena, Vol. 148, Issue 1 https://doi.org/10.1016/j.elspec.2005.02.003	journal	July 2005
Singular value decomposition and least squares solutions Golub, G. H.; Reinsch, C. Numerische Mathematik, Vol. 14, Issue 5 https://doi.org/10.1007/BF02163027	journal	April 1970
Noise reduction procedures applied to XPS imaging of depth distribution of atoms on the nanoscale Hajati, Shaaker; Tougaard, Sven; Walton, John Surface Science, Vol. 602, Issue 18 https://doi.org/10.1016/j.susc.2008.08.005	journal	September 2008
Combining PCA and nonlinear fitting of peak models to re-evaluate C 1s XPS spectrum of cellulose Fernandez, Vincent; Morgan, David; Bargiela, Pascal Applied Surface Science, Vol. 614 https://doi.org/10.1016/j.apsusc.2022.156182	journal	March 2023
Investigation of multiplet splitting of Fe 2p XPS spectra and bonding in iron compounds Grosvenor, A. P.; Kobe, B. A.; Biesinger, M. C. Surface and Interface Analysis, Vol. 36, Issue 12 https://doi.org/10.1002/sia.1984	journal	January 2004
Quantitative surface chemical-state microscopy by x-ray photoelectron spectroscopy Walton, J.; Fairley, N. Surface and Interface Analysis, Vol. 36, Issue 1 https://doi.org/10.1002/sia.1654	journal	January 2004
X-ray photoelectron spectroscopic studies of iron oxides McIntyre, N. S.; Zetaruk, D. G. Analytical Chemistry, Vol. 49, Issue 11 https://doi.org/10.1021/ac50019a016	journal	September 1977
Calculation of multiplet structure of core $p$ -vacancy levels Gupta, R. P.; Sen, S. K. Physical Review B, Vol. 10, Issue 1 https://doi.org/10.1103/PhysRevB.10.71	journal	July 1974
Use and limitations of electron flood gun control of surface potential during XPS: two non‐homogeneous sample types Baer, D. R.; Engelhard, M. H.; Gaspar, D. J. Surface and Interface Analysis, Vol. 33, Issue 10-11 https://doi.org/10.1002/sia.1454	journal	October 2002
Studies of the oxidation of iron by air after being exposed to water vapour using angle-resolved x-ray photoelectron spectroscopy and QUASES^™ Grosvenor, A. P.; Kobe, B. A.; McIntyre, N. S. Surface and Interface Analysis, Vol. 36, Issue 13 https://doi.org/10.1002/sia.1992	journal	January 2004
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