Raster and vector data that are collected by satellites, for example, can supplement existing data with information about the geosphere. I use Python, SQL, GIS and specific remote sensing software for the preparation, analysis and visualization of geospatial data. If large amounts of data are to be classified or segmented, for example landscape changes based on satellite data, I use machine learning and deep learning methods.