Author

R. Astrup

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Preprint Sep 2026

Toward a foundation model for forest point clouds

Forest inventories increasingly rely on artificial intelligence (AI) models to derive forest attributes from large-scale 3D point clouds. Current models are typically specialized to a single task, sensor, and forest type, making adaptation expensive in terms of annotations, computation, and expertise. We ask whether a...

Yuan-Wen Yue, Stefano Puliti, Damien Robert et al. · 0 citations

Open access Aug 2026

Effects of Biochar and Nitrogen‐Enriched Biochar on Tree Growth in Scots Pine Stands

Biochar, a carbon‐rich product of pyrolysis, is increasingly considered for soil amendment and climate change mitigation due to its potential to enhance soil properties and sequester carbon. However, its effects on tree growth in forest ecosystems remain uncertain. This study investigated the impact of biochar and nitr...

K. Hanssen, J. Stokland, R. Astrup · GCB Bioenergy · 0 citations