Editor's note
This week’s edition highlights a steady rise in practical, data-driven innovation across the forest sector, from automated data labeling and machine-vision training to policy shifts and tree-level decision support. What stands out is how fast digital tools are moving from research to field-ready workflows, quietly reshaping everyday forestry.
Axel
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Work Logs Done Right: Forest Machines That Report Back
In Finland, the vision for future forestry includes machines that log every task they do, with the details sent straight to forest management systems. This automatic reporting streamlines work, boosts accuracy in monitoring harvests, and helps teams see where resources have been used, making planning more precise.
Forest Machines Learn with Virtual Eyes
Researchers at Luleå University of Technology have come up with ways for computers to automatically generate training data for self-driving forestry machines. By mixing real images with ones created in a virtual environment, these systems get better at spotting logs and trees, even if there's not much real data available. The team used photogrammetry and game engine simulations to quickly build up large, labeled datasets and test new ideas on the computer before trying them in the forest—saving both time and effort.
Every Tree Counts: Precision Forestry for Smarter Harvests
SingleTree applies detailed data from individual trees to maximize wood value and promote sustainable forestry. By analyzing specifics like size and health for every tree, foresters can plan harvests and preservation efforts more effectively, ensuring the right resources go to the right places.
Raising the Bar: Global Forest Rules Get an Upgrade
Motion 30 propels FSC towards a global digital traceability system, requiring every FSC-certified product to be tracked from forest to shop. This digital tool makes it much harder for false certifications to pass undetected, boosts transparency, and helps consumers trust the FSC label. By monitoring volumes and origins in real time, it supports fairer, more responsible forest trade and better communication about the benefits of certified wood, all while aiming to protect smaller producers as the system ramps up toward 2030
Live Canopy: Harnessing AI And Digital Innovation for Forest Conservation and Reforestation
Live Canopy unveils a new “Digital Tree” framework that organizes digital and AI tools for forests, from data infrastructure up to real-world applications. The approach aims to make conservation and reforestation smarter and fairer by linking technology and local knowledge for better decisions and results.