Deep learning with airborne laser scanning data for forest inventories

This tutorial provides an introductory, hands-on guide to applying deep learning techniques to Enhanced Forest Inventories (EFIs) using airborne laser scanning (ALS) data. Developed for the Canadian Cross-Country EFI Checkup, the workshop covers the complete workflow: from understanding deep learning concepts, preparing and reading data, to training, evaluating, and deploying deep learning models for forest inventory tasks such as species classification and biomass prediction.