Abstract: The spatial data analysis system for processing spatial data comprises a statistical analysis module (20) and a convolutional neural network (30). The statistical analysis module (20) calculates a discrete two-dimensional spatial distribution (V(k,l)) of at least one statistical measure derived from said spatial data. The spatial distribution defines a statistical measure value of one or more statistical measure for respective raster elements (R(k,l)) in a two-dimensional raster for the data elements derived from the spatial data in the spatial window associated with the raster element. The convolutional neural network (30) is configured to provide object information of objects based on the statistical data.