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The analysis of such big data is based on geoinformatics and remote sensing techniques. Today, next to physically driven approaches, machine learning techniques are often used to extract relevant thematical information from the data sets. Analysis requires a fusion of the data sets, which is made difficult conceptually and technically by different data dimensions, data structures, and various spatial, spectral, and temporal resolutions.

Pyoints: A Python package for point cloud, voxel and raster processing.