Research & Teaching Faculty

Development and exploration of a new methodology for the fitting and analysis of XAS data.

TitleDevelopment and exploration of a new methodology for the fitting and analysis of XAS data.
Publication TypeJournal Article
Year of Publication2010
AuthorsDelgado-Jaime, MUlises, Kennepohl, P
JournalJournal of synchrotron radiation
Date Publishedjan
KeywordsALGORITHMS, Computer-Assisted, Data Interpretation, METHODOLOGY, Numerical Analysis, Software, Software Design, Statistical, X-ray absorption spectroscopy, X-Ray Absorption Spectroscopy: methods, XAS

A new data analysis methodology for X-ray absorption near-edge spectroscopy (XANES) is introduced and tested using several examples. The methodology has been implemented within the context of a new Matlab-based program discussed in a companion related article [Delgado-Jaime et al. (2010), J. Synchrotron Rad. 17, 132-137]. The approach makes use of a Monte Carlo search method to seek appropriate starting points for a fit model, allowing for the generation of a large number of independent fits with minimal user-induced bias. The applicability of this methodology is tested using various data sets on the Cl K-edge XAS data for tetragonal CuCl(4)(2-), a common reference compound used for calibration and covalency estimation in M-Cl bonds. A new background model function that effectively blends together background profiles with spectral features is an important component of the discussed methodology. The development of a robust evaluation function to fit multiple-edge data is discussed and the implications regarding standard approaches to data analysis are discussed and explored within these examples.