Per-Ola Olsson

Detection of Bark Beetle Attacks Using Time-Aggregated Satellite Data with Machine Learning

Shokoufa Zeinali, Per-Ola Olsson, Ted Kronvall, Magnus Wiktorsson, Johan Lindström

In this study, we explored how early bark beetle attacks can be detected using weekly aggregated Sentinel-2 data in combination with static data, such as geo- and forestry data. We used an XGBoost classifier, known for its strength and reliability in classification, and compared…Read more