geomaster

# GeoMaster GeoMaster is a comprehensive geospatial science skill covering the full spectrum of geographic information systems, remote sensing, spatial analysis, and machine learning for Earth observation. This skill provides expert knowledge across 70+ topics with 500+ code examples in 7 programming languages. ## Installation ### Core Python Geospatial Stack ```bash # Install via conda (recommended for geospatial dependencies) conda install -c conda-forge gdal rasterio fiona shapely pyproj geopandas # Or via uv uv pip install geopandas rasterio fiona shapely pyproj ``` ### Remote Sensing & Image Processing ```bash # Core remote sensing libraries uv pip install rsgislib torchgeo eo-learn # For Google Earth Engine uv pip install earthengine-api # For SNAP integration # Download from: https://step.esa.int/main/download/ ``` ### GIS Software Integration ```bash # QGIS Python bindings (usually installed with QGIS) # ArcPy requires ArcGIS Pro installation # GRASS GIS conda install -c conda-forge grassgrass # SAGA GIS conda install -c conda-forge saga-gis ``` ### Machine Learning for Geospatial ```bash # Deep learning for remote sensing uv pip install torch-geometric tensorflow-caney # Spatial machine learning uv pip install libpysal esda mgwr uv pip install scikit-learn xgboost lightgbm ``` ### Point Cloud & 3D ```bash # LiDAR processing uv pip install laspy pylas # Point cloud manipulation uv pip install open3d pdal # Photogrammetry uv pip install opendm ``` ...