PILOT STUDY ON THE RETRIEVAL OF DBH AND DIAMETER DISTRIBUTION OF DECIDUOUS FOREST STANDS USING CAST SHADOWS IN UAV-BASED ORTHOMOSAICS by T. Kattenborn, T. Kattenborn, J. Hernández, J. Lopatin, G. Kattenborn, F. E. Fassnacht

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UAV-BASED PHOTOGRAMMETRIC POINT CLOUDS – TREE STEM MAPPING IN OPEN STANDS IN COMPARISON TO TERRESTRIAL LASER SCANNER POINT CLOUDS by A. Fritz, T. Kattenborn, B. Koch

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The retrieval of plant functional traits from canopy spectra through RTM-inversions and statistical models are both critically affected by plant phenology by Felix Schiefer, Sebastian Schmidtlein, Teja Kattenborn

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Automatic Single Tree Detection in Plantations using UAV-based Photogrammetric Point clouds by T. Kattenborn, M. Sperlich, K. Bataua, B. Koch

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Transfer learning from citizen science photographs enables plant species identification in UAV imagery by Salim Soltani, Hannes Feilhauer, Robbert Duker, Teja Kattenborn

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How canopy shadow affects invasive plant species classification in high spatial resolution remote sensing by Javier Lopatin, Klara Dolos, Teja Kattenborn, Fabian E. Fassnacht

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Automated mapping of Portulacaria afra canopies for restoration monitoring with convolutional neural networks and heterogeneous unmanned aerial vehicle imagery by Nicholas C. Galuszynski, Robbert Duker, Alastair J. Potts, Teja Kattenborn

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Explaining Sentinel 2-based dNBR and RdNBR variability with reference data from the bird’s eye (UAS) perspective by Fabian Ewald Fassnacht, Ephraim Schmidt-Riese, Teja Kattenborn, Jaime Hernández

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Deep learning and citizen science enable automated plant trait predictions from photographs by Christopher Schiller, Sebastian Schmidtlein, Coline Boonman, Alvaro Moreno-Martínez, Teja Kattenborn

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Assessment of camera focal length influence on canopy reconstruction quality by Martin Denter, Julian Frey, Teja Kattenborn, Holger Weinacker, Thomas Seifert, Barbara Koch

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Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks by Teja Kattenborn, Felix Schiefer, Julian Frey, Hannes Feilhauer, Miguel D. Mahecha, Carsten F. Dormann

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Evaluating different methods for retrieving intraspecific leaf trait variation from hyperspectral leaf reflectance by Kenny Helsen, Leonardo Bassi, Hannes Feilhauer, Teja Kattenborn, Hajime Matsushima, Elisa Van Cleemput, Ben Somers, Olivier Honnay

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UAV-based reference data for the prediction of fractional cover of standing deadwood from Sentinel time series by Felix Schiefer, Sebastian Schmidtlein, Annett Frick, Julian Frey, Randolf Klinke, Katarzyna Zielewska-Büttner, Samuli Junttila, Andreas Uhl, Teja Kattenborn

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