Tutorials

Detailed tutorials to get started with gdalcubes and to learn advanced topics including how to access imagery from cloud storage, and how to apply user-defined R functions on data cubes.

The table below lists available tutorials and their core topics. Notice that further tutorials will be added from time to time.

Tutorial Level Topics
Introduction to gdalcubes using local Landsat 8 imagery Beginner Collection formats
Local file access
User-defined functions
Creating data cubes from local MODIS imagery Beginner Collection formats
Local file access
Data cubes from Sentinel-2 data in the cloud Advanced Cloud data access
Extracting training data for machine learning models Advanced Cloud data access
Machine learning
Land cover change detection with bfast Advanced Time series analysis
User-defined functions
Cloud data access
Model prediction on data cubes Advanced Machine learning
Model prediction
Cloud data access