119 citations
4 papers
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data
Maciej Wielgosz, Stefano Puliti, Binbin Xiang +2
This research advances individual tree crown (ITC) segmentation in lidar data, using a deep learning model applicable to various laser scanning types: airborne (ULS), terrestrial (…
Prediction of butt rot volume in Norway spruce forest stands using harvester, remotely sensed and environmental data
Janne Räty, Johannes Breidenbach, Marius Hauglin +1
Butt rot (BR) damages associated with Norway spruce (Picea abies [L.] Karst.) account for considerable economic losses in timber production across the northern hemisphere. While in…
Above-ground biomass change estimation using national forest inventory data with Sentinel-2 and Landsat 8
Stefano Puliti, Johannes Breidenbach, Johannes Schumacher +3
This study aimed at estimating total forest above-ground net change (Delta AGB, Mt) over five years (2014-2019) based on model-assisted estimation utilizing freely available satell…
Elucidation of time-dependent systems biology cell response patterns with time course network enrichment
Christian Wiwie, Alexander Rauch, Anders Haakonsson +5
Advances in OMICS technologies emerged both massive expression data sets and huge networks modelling the molecular interplay of genes, RNAs, proteins and metabolites. Network enric…