no code implementations • 10 Nov 2023 • Martijn Vermeer, Jacob Alexander Hay, David Völgyes, Zsófia Koma, Johannes Breidenbach, Daniele Stefano Maria Fantin
Methods: We present a deep learning based tree species classification model utilizing only lidar (Light Detection And Ranging) data.
no code implementations • 9 Jul 2021 • Janne Räty, Johannes Breidenbach, Marius Hauglin, Rasmus Astrup
We found that forest attributes characterizing the maturity of forest, such as remote sensing-based height, harvested timber volume and quadratic mean diameter at breast height, were among the most important predictor variables.
no code implementations • 16 Apr 2020 • Johannes Breidenbach, Lars T. Waser, Misganu Debella-Gilo, Johannes Schumacher, Johannes Rahlf, Marius Hauglin, Stefano Puliti, Rasmus Astrup
However, even for municipalities with a decent number of NFI plots, direct NFI estimates were sometimes more precise than MA estimates.
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