FF
Fabian Fassnacht
cs.CVecologyPlantsAngular vegetation indexAnomaly detectionCanopy Chlorophyll ContentCanopy Water ContentCarotenoidsDroughtsDrought stress detection
On Valency
published · living versionsW_xbcpb9k9·v1 · currentpublished
3Dtrees.earth: community research infrastructure for tree and forest analysis using close-range LiDAR data
with Janusch Vajna-Jehle, Kilian Gerberding, Daniel Lusk, Teja Kattenborn +273
1 version
Preprints & journals
11 papers in the corpus · 2014–2026Standardized terrestrial laser scanning dataset of forests: 3D point clouds and tree-level attributes from 121 plots across five European regions.42440412 · Herrmann, Miriam, Derenthal, Marius, Schmidt-Riese, Ephraim Amos et al.2026 · 1 citationData in brief. 2026;67:113024
Label-Efficient 3D Forest Mapping: Self-Supervised and Transfer Learning for Instance Segmentation, Semantic Segmentation, and Species Classification2511.06331v3 · Aldino Rizaldy, Fabian Ewald Fassnacht, Ahmed Jamal Afifi et al.2025 · 1 citationarXiv
The Global Canopy Atlas: analysis-ready maps of 3D structure for the world's woody ecosystems10.1101/2025.08.31.673375v2 · Fischer, F. J., Morgan, B., Jackson, T. et al.2025 · 6 citationsbioRxiv
HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention Transformers2505.23206v1 · Aldino Rizaldy, Richard Gloaguen, Fabian Ewald Fassnacht et al.2025 · 9 citationsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 21254-21274, 2025
Monitoring functional traits of complex temperate forests using Sentinel-2 data during a severe drought period.39522781 · Savinelli, Beatrice, Panigada, Cinzia, Tagliabue, Giulia et al.2024 · 8 citationsThe Science of the total environment. 2024;957:177428
deadtrees.earth - An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics10.1101/2024.10.18.619094v2 · Mosig, C., Vajna-Jehle, J., Mahecha, M. D. et al.2024 · 27 citationsbioRxiv
Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery.31776370 · Kattenborn, Teja, Eichel, Jana, Fassnacht, Fabian Ewald2020 · 261 citationsScientific reports. 2019;9(1):17656
A Landsat-based vegetation trend product of the Tibetan Plateau for the time-period 1990-2018.31148554 · Fassnacht, Fabian Ewald, Schiller, Christopher, Kattenborn, Teja et al.2020 · 58 citationsScientific data. 2019;6(1):78
Author Correction: ISS observations offer insights into plant function.29185517 · Stavros, E Natasha, Schimel, David, Pavlick, Ryan et al.2019 · 3 citationsNature ecology & evolution. 2017;1(10):1584
ISS observations offer insights into plant function.28812587 · Stavros, E Natasha, Schimel, David, Pavlick, Ryan et al.2019 · 133 citationsNature ecology & evolution. 2017;1(7):194
Non-destructive estimation of foliar carotenoid content of tree species using merged vegetation indices.25512167 · Fassnacht, Fabian E, Stenzel, Stefanie, Gitelson, Anatoly A2016 · 48 citationsJournal of plant physiology. 2015;176:210-7
Career total: 797 works. 11 are in this corpus.
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