This is a processed dataset, generated by a) a set of datasets collected from the open portal of Paris-Saclay area containing points-of-interest and b) image of Paris-Saclay collected from Copernicus Access Hub. The dataset contains a series of csv files, where each csv file describes a grid of square cells of different lengths (1, 2, 3, 5, 10km). Each cell corresponds to a geographical area in the city, with the following attributes: Geometry, describing the spatial dimension of the cell min, max, avg, sum kurtosis, skewness, stddev, variation of the number of a given POI, such as sports areas, military areas, bus stops, etc. not_vegetated, percentage of space in the cell with no vegetation vegetation, percentage of space in the cell with vegetation water, percentage of space in the cell with water other, percentage of space in the cell with other than vegetation, water