Dedicated to the Catalysis Society of Japan on the occasion of the 50th anniversary Various powerful in situ spectroscopic methods and their combinations have been developed to clarify and establish relations between catalytic activity and the atomic-scale environment of catalytic active sites, particularly under actual working conditions.[1] As demonstrated recently, the addition of the space-domain into typical time-domain spectroscopy allows a deeper understanding of structural effects on catalytic activity within crystals.[2] Another relevant space domain in heterogeneous catalysis is that along the axial and radial directions in a catalyst bed of a continuous fixed-bed reactor, where prominent concentration and temperature gradients are known to exist.[3] For such integral-type reactors, knowledge of concentration and temperature profiles, as well as of structural changes along the catalyst bed caused by them, is crucial for gaining insight into the governing mechanisms and for improving catalytic performance.Herein, a time-resolved study of NO x storage reduction is presented, with the addition of spatial resolution along the catalyst bed using combined diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) and Raman spectroscopy. The combined approach, employing a switch between DRIFTS and Raman spectroscopy within a single setup is known to yield rich chemical information. [4] In this study, simultaneous detections of the two spectroscopic methods within a single setup are achieved which give access to both surface and bulk information because of the greatly different local sensitivity of the two methods. Particular attention is given to the position-dependent dynamic surface and bulk processes along the catalyst bed, and their relation to the overall catalytic activity. NO x storage reduction (NSR) has garnered considerable attention, owing to its NO x reduction capability in oxygenrich atmospheres and its technical potential. Considerable effort has been undertaken in the elucidation of its underlying mechanism.[5] NSR utilizes periodic switching between fuellean (oxidative atmosphere) and fuel-rich (reductive atmosphere) conditions of engines. Generally, chemical processes occurring during the two distinct periods of NSR are summarized as follows: 1) During fuel-lean periods, NO is oxidized to NO 2 over a noble metal component, such as Pt, and stored on an alkali or alkaline-earth metal component of the catalysts, such as Ba (only Ba is mentioned hereafter), in the form of nitrates. 2) During fuel-rich periods, the stored NO x is released and reduced to N 2 over the noble metal, and the Ba component is regenerated for NO x storage. Several storage and reduction mechanisms have been proposed and their relevance is still a matter of active discussion. This ambiguity is, to a large extent, caused by the difficult identification of relevant species by using solely infrared [6,7] or Raman [8] spectroscopy. A variety of Ba species, such as nitrite, nitrate, carbonate, oxide, peroxide, and hydro...