A Predictive Uncertainty Model for Field-Based Survey Maps Using Generalized Linear Models. - Stefan Leyk; Niklaus E. Zimmermann (GIScience, 2004)

MODIS based continuous fields of tree cover using generalized linear models. - Markus Schwarz; Niklaus E. Zimmermann; Lars T. Waser (IGARSS, 2004)

Coupling Imaging Spectroscopy and Ecosystem Process Modelling - The Importance of Spatially Distributed Foliar Biochemical Concentration Estimates for Modelling NPP of Grassland Habitats. - Achilleas Psomas; Niklaus E. Zimmermann; Mathias Kneubühler; Silvia Huber; Klaus I. Itten (IGARSS (2), 2008)

Too many candidates: Embedded covariate selection procedure for species distribution modelling with the covsel R package. - Antoine Adde; Pierre-Louis Rey; Fabian Fopp; Blaise Petitpierre; Anna K. Schweiger; Olivier Broennimann; Anthony Lehmann; Niklaus E. Zimmermann; Florian Altermatt; Loïc Pellissier; Antoine Guisan (Ecol. Informatics, 2023)

SDM results for 10,590 tree species from "Regional uniqueness of tree species composition and response to forest loss and climate change". - Nina Van Tiel; Fabian Fopp; Philipp Brun; Johan van den Hoogen; Dirk Nikolaus Karger; Cecilia Maria Casadei; Lisha Lyu; Devis Tuia; Niklaus E. Zimmermann; Thomas Ward Crowther; Loïc Pellissier (Zenodo, 2024)

SDM results for 10,590 tree species from "Regional uniqueness of tree species composition and response to forest loss and climate change". - Nina Van Tiel; Fabian Fopp; Philipp Brun; Johan van den Hoogen; Dirk Nikolaus Karger; Cecilia Maria Casadei; Lisha Lyu; Devis Tuia; Niklaus E. Zimmermann; Thomas Ward Crowther; Loïc Pellissier (Zenodo, 2024)

SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology. - Elena Plekhanova; Damien Robert 002; Johannes Dollinger; Emilia Arens; Philipp Brun; Jan Dirk Wegner; Niklaus E. Zimmermann (CVPR Workshops, 2025)

FlorID - A nationwide identification service for plants from photos and habitat information. - Philipp Brun; Lucienne de Witte; Manuel Richard Popp; Damaris Zurell; Dirk Nikolaus Karger; Patrice Descombes; Riccardo de Lutio; Jan Dirk Wegner; Christophe Bornand; Stefan Eggenberg; Tasko Olevski; Niklaus E. Zimmermann (Environ. Model. Softw., 2025)

Deep learning-based species-area models reveal multi-scale patterns of species richness and turnover. - Victor Boussange; Philipp Brun; Johanna T. Malle; Gabriele Midolo; Jeanne Portier; Théophile Sanchez; Niklaus E. Zimmermann; Irena Axmanová; Helge Bruelheide; Milan Chytrý; Stephan Kambach; Zdenka Lososová; et al. (CoRR, 2025)