The lab exercise videos demonstrates how to work with remote sensing imagery available from USGS, USDA, ESA, and NASA with QGIS, SAGA GIS, SNAP, and Pix4Dmapper. Each video runs about 40-70 minutes. Contents cover the following topics:
Lab01: Downloading and Displaying Landsat Imagery
Lab02: Landsat Bulk Download, Virtual Raster, and Profiles
Lab03: Georeferencing and On-screen Digitizing with QGIS
Lab04: DEM and Airphoto, Pseudo-color, Hillshade, Color Composite, and Hypsometric Tinting
Lab05: Sentinel-2 Imagery, MODIS Imagery, and the SCP Application
Lab06: Reflectance, Radiance, SCP, and ARD
Lab07: NDVI, Tasseled Cap, Band Correlation, Principal Components Analysis
Lab08: Contrast Enhancement, Band Composites, Pan-sharpening, Spatial Filtering
Lab09: Unsupervised Classification, GEOBIA, and Supervised Classification with SAGA GIS
Lab10: Radar Image Processing with SNAP and Sentinel-1 Imagery
Lab11: Working with the Landsat Thermal Bands
Lab12: Drone Image Processing with Pix4D (DSM and Orthophoto)