Jan Dirk Wegner

ZHAW Zurich University of Applied Sciences — Switzerland

Environmental Science · Physical Sciences

46h-index8.5kcitations300works3.62yr avg
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Research Topics

Remote Sensing and LiDAR Applications(70), Remote Sensing in Agriculture(48), 3D Surveying and Cultural Heritage(31), Species Distribution and Climate Change(29), Remote-Sensing Image Classification(28)

Publications300 total

Harnessing satellite data for the next generation of agri-environmental policies
Environmental Research Letters·2025Open Access
LitePT: Lighter Yet Stronger Point Transformer
arXiv (Cornell University)·2025Open Access
MT-GSR4B: Multi-Temporally Guided Super-Resolution for Above-Ground Biomass Estimation
PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science·2025Open Access
The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2
arXiv (Cornell University)·2025Open Access
Assessment of tree species specific phenology metrics from Sentinel-2 data to complement in situ monitoring
Universität Zürich, ZORA·2025Open Access
Assessment of tree species specific phenology metrics from Sentinel-2 data to complement in situ monitoring
Ecological Indicators·2025· 1 citedOpen Access
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity
Nature Sustainability·2025· 5 citedOpen Access
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity
Universität Zürich, ZORA·2025Open Access
AGBD: A Global-scale Biomass Dataset
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025· 4 citedOpen Access
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025· 2 citedOpen Access
Assessing Intraspecific Variation of Tree Species Based on Sentinel-2 Vegetation Indices Across Space and Time
Remote Sensing·2025Open Access
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology
2025
Stability and transferability of broadly trained phenology models in a changing climate
Agricultural and Forest Meteorology·2025· 2 citedOpen Access
Deep learning meets tree phenology modelling: <scp>PhenoFormer</scp> versus process‐based models
Methods in Ecology and Evolution·2025· 5 citedOpen Access
Towards ROXAS AI: automatic multi-species ring boundaries segmentation as regression in anatomical images
Frontiers in Plant Science·2025· 2 citedOpen Access
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology
arXiv (Cornell University)·2025Open Access
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks
arXiv (Cornell University)·2025Open Access
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance
arXiv (Cornell University)·2025Open Access
Lossy Neural Compression for Geospatial Analytics: A review
IEEE Geoscience and Remote Sensing Magazine·2025· 2 citedOpen Access
An open-source tool for mapping war destruction at scale in Ukraine using Sentinel-1 time series
Communications Earth & Environment·2025· 11 citedOpen Access
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Frequent Co-authors

Konrad Schindler(29), Nico Lang(8), Timo Häckel(5), Dimitrios Marmanis(4), Silvano Galliani(4), Mihai Datcu(4), Uwe Stilla(4), Franz Rottensteiner(4), Javier A. Montoya‐Zegarra(4), Uwe Soergel(4), P. W. Theiler(3), Michaël Klages(3), João P. Leitão(3), Stefano D’Aronco(3), Ľubor Ladický(3), Žan Gojčič(2), Caifa Zhou(2), Walter Jetz(2), Nikolai Kalischek(2), Steve Branson(2)