  In this paper we discuss a new variational approach to the Date Fusion
problem of multi-spectral satellite images from Sentinel-2 and MODIS that have
been captured at different resolution level and, arguably, on different days.
The crucial point of our approach that the MODIS image is cloud-free whereas
the images from Sentinel-2 can be corrupted by clouds or noise.
