CM
Clemens Mosig
cs.CVcs.LGEnvironmental MonitoringEnvironmental SciencesForest SciencesArtificial Intelligence and Roboticsastro-ph.IMBiogeochemistryClimateComputer Sciences
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 · 2024–2026AerialStamp: dating aerial orthophotos from visual cues and Sentinel-2 time seriesx5sz4q · Clemens Mosig, David Montero Loaiza, Miguel Mahecha et al.2026 · 0 citationsEarthArXiv
From Machine Learning to Large-Scale EO Products: Best Practices for Making Maps2607.24532v3 · Ghjulia Sialelli, Robin Young, Yuchang Jiang et al.2026 · 0 citationsarXiv
deadtrees.earth-aerial: A Multi-Resolution Aerial Image Dataset for Tree Cover and Mortality Detection2605.19605v2 · Ayushi Sharma, Clemens Mosig, Lukas Drees et al.2026 · 0 citationsarXiv
Remote sensing and deep learning for standing dead-tree detection and mapping: A review of advances, challenges, and future directionsx5bz05 · Anwarul Islam Chowdhury, Mirela Beloiu, Teja Kattenborn et al.2026 · 0 citationsEarthArXiv
Nationwide deadwood mapping reveals rising mountain forests vulnerabilityx59j3v · Luca Ferrari, Lars Waser, Achilleas Psomas et al.2026 · 0 citationsEarthArXiv
Sub-pixel mapping of disturbance and tree mortality dynamics from Sentinel-2 time series around the globex5b18w · Clemens Mosig, Teja Kattenborn, David Montero Loaiza et al.2026 · 4 citationsEarthArXiv
FORMSpoT: Revealing Fine-Scale Forest Disturbances from Nation-Wide 1.5 m Forest Canopy Height Time Series2512.17021v2 · Martin Schwartz, Fajwel Fogel, Nikola Besic et al.2025 · 0 citations2026, Remote Sensing of Environment 346, 115631
Transformers vs. Recurrent Models for Estimating Forest Gross Primary Production2511.11880v1 · David Montero, Miguel D. Mahecha, Francesco Martinuzzi et al.2025 · 0 citationsarXiv
Context-Aware Multimodal Representation Learning for Spatio-Temporally Explicit Environmental Modelling2511.11706v3 · Julia Peters, Karin Mora, Miguel D. Mahecha et al.2025 · 0 citationsarXiv
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
Facilitating Advanced Sentinel-2 Analysis Through a Simplified Computation of Nadir BRDF Adjusted Reflectance2404.15812v2 · David Montero, Miguel D. Mahecha, C'esar Aybar et al.2024 · 5 citationsarXiv
Career total: 39 works. 11 are in this corpus.
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