Metal oxides anchored to a support are widely used as heterogeneous catalysts in a number of important industrial chemical processes. Such heterogeneous catalysts owe their activity to the formation of unique metal-support interactions, which typically result in materials containing highly dispersed metal oxide species stabilized in a particular electronic or coordination state. [1] These catalysts are often employed in fixed-bed reactor processes and, as such, are extruded into millimeter-sized catalyst bodies to minimize pressure drops across the reactor bed. The hydrotreatment of diesel fuels to remove sulfur-, nitrogen-, and metal-containing compounds is one such important catalytic process that utilizes preshaped catalyst bodies. The active phase is proposed to consist of (Co/Ni)MoS 2 slabs supported on cylindrical g-Al 2 O 3 extrudates. [2] Recently, owing to increasingly stringent automotive exhaust emission legislation, research has focused on the preparation of more active systems, that is, on new chemical formulations and synthesis methods. Since the efficiency of the final catalytic system depends on both the nature and distribution of the active phase, control of the preparation process is essential, with the final distribution of the active component over the porous support being governed by a combination of physical and chemical processes. [3] A uniform distribution in the entire support can be very difficult to achieve, although it is not always required (e.g. distributions resembling an eggshell, egg white, and egg yolk configuration are sometimes suitable); its necessity depends on the final application. [4] Recently, different spectroscopic techniques have been developed to obtain spatial information on the distribution of chemical species in catalyst bodies that allow monitoring of the phenomena taking place during their preparation. These techniques include Raman [5] and UV/Vis [6] microspectroscopy as well as magnetic resonance imaging (MRI). [7] The application of these tools provides new opportunities to study, from a fundamental point of view, the physicochemical processes that take place during the preparation of supported catalyst bodies in a time-resolved and spatially resolved manner. Furthermore, they allow for a better control of the dispersion and distribution of the active phase. However, Raman and UV/Vis microspectroscopic techniques yield chemical information in one dimension (1D). The pellets are bisected, and a representation of the sample is selected either judiciously or by performing multiple measurements on different sections of the bodies as a function of time. In contrast, MRI is able to probe in a noninvasive manner in 2D and provides time-resolved, high-resolution information on impregnation processes. However, chemical information on the adsorbed metal oxide species is mostly lost during data acquisition, and therefore the technique has inherent limitations regarding the discrimination of distinct adsorbed metal oxide components. Thus, a noninvasive technique that...