H. Hutter et al., IMAGING SURFACE SPECTROSCOPY FOR 2-DIMENSIONAL AND 3-DIMENSIONAL CHARACTERIZATION OF MATERIALS, Fresenius' journal of analytical chemistry, 355(5-6), 1996, pp. 585-590
Secondary ion mass spectrometry (SIMS) exhibits a unique potential for
the measurement of two-and three-dimensional distributions of trace e
lements in advanced materials, which is demonstrated on relevant techn
ological problems. One example is the characterization of high purity
iron. With this material segregation experiments have been performed a
nd the initial and final distribution of the trace elements have been
measured. Another example is the investigation of the corrosion behavi
our of high purity chromium. Samples oxidized with O-16 and O-18 have
been measured to explain the growing and adhesion of the oxide layer.
All imaging techniques generate a vast quantitiy of data. In order to
extract the important information the assistance of chemometric tools
is essential. Detection of chemical phases by classification using neu
ral networks or de-noising of scanning-SIMS images by wavelet-filterin
g demonstrates the increase of the performance of analytical imaging t
echniques.