University of Münster
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Jan Pauls

Current affiliations

  • Chair of Machine Learning and Data Engineering (Prof. Gieseke) (MLDE)

Curriculum Vitae (CV)

  • Tree Height Prediction based on satellite data

Publications

Capturing Temporal Dynamics in Large-Scale Tree Canopy Height Estimation
Pauls, Jan; Zimmer, Max; Turan, Berkant; Saatchi, Sassan; Ciais, Philippe; Pokutta, Sebastian; Gieseke, Fabian (2025)
In:  (eds.), Proceedings of the 42nd International Conference on Machine Learining (ICML). (kein Verlag angegeben).
Research article in edited proceedings (conference) | Peer reviewed | accepted / in press (not yet published)
Estimating Canopy Height at Scale
Pauls, Jan; Zimmer, Max; Kelly, Una M.; Schwartz, Martin; Saatchi, Sassan; Ciais, Philippe; Pokutta, Sebastian; Brandt, Martin; Gieseke, Fabian (2024)
In:  (eds.), Proceedings of the 41st International Conference on Machine Learning (ICML). (kein Verlag angegeben).
Research article in edited proceedings (conference) | Peer reviewed | accepted / in press (not yet published)