Sj. Splinter et al., USE OF ZR- SECONDARY-ION ENERGY-DISTRIBUTIONS AND FACTOR-ANALYSIS TO CONSTRUCT CHEMICAL-STATE DEPTH PROFILES IN SIMS, Surface and interface analysis, 23(9), 1995, pp. 573-580
Factor analysis (FA), the multivariate statistical technique, has been
used to extract chemical bonding information from SIMS secondary ion
energy distributions. The method is outlined in detail and shown to be
capable of constructing quantitative profiles for the chemical states
of zirconium present in ZrO2/Zr and ZrNx/Zr structures. In addition,
a truncated data collection procedure wherein secondary ion intensity
values are collected at a fixed number of emission energy values durin
g the depth profile is outlined. This method, which enables data to be
collected in a shorter time and from a smaller sample volume, is subs
equently shown to yield reliable results, as confirmed by FA of Auger
depth profiles on similar specimens.