In situ characterization of the cake formation in a spacer-filled channel via 3D optical coherence tomography (OCT) imaging. Visualizing the cake layer in a spacer unit cell on a micron scale. Quantitative analysis of the effect of spacer orientation on the evolution of deposition patterns as a function of time. Quantitative analysis of the effect of spacer orientation on the local growth and erosion rates.