Based on scikit-learn, Random Forest Object-Oriented Classification for Remote Sensing Imagery with skimage and other packages.
Implement various vector operations such as clipping and merging based on geopandas. Similar to ArcGIS open source replication.
Development environment deployment brief
Based on GDAL, the Py6s package implements radiometric calibration and atmospheric correction for remote sensing data.
Based on GDAL, the networkx package implements python to find the shortest path of ESRI shapefile polyline vector lines.