Jan Linnenbrink
Remote Sensing and Spatial Modelling Research Group
Institute of Landscape Ecology
Heisenbergstr. 2, 48149 Münster
room 547
phone +49(0)251-83 33 984
mail jan.linnenbrink [at] uni-muenster.de
office hours on appointment
Research Foci
- spatial modelling
- cross-validation strategies
Academic Education
- M.sc. Landscape ecology
- B.eng. Landscape Development
Publications
- Meyer, H, Ludwig, M, Milà, C, Linnenbrink, J, and Schumacher, F. . “The CAST Package for Training and Assessment of Spatial Prediction Models.” in R Coding for Ecology, Use R!, edited by D Rocchini. Cham: Springer Nature. doi: 10.1007/978-3-031-99665-8_11.
- Linnenbrink, J, Nowosad, J, and Meyer, H. . “Moving beyond spatial and random cross-validation in environmental modelling: a call for prediction-domain adaptive evaluation.” Preprint. arXiv doi: 10.48550/arXiv.2605.13689.
- Nowosad, Jakub, Bonannella, Carmelo, Görgen, Darius, Jemeljanova, Marta, Kattenborn, Teja, Linnenbrink, Jan, Meyer, Hanna, Nussbaum, Madlene, Patelli, Luca, Simoes, Rolf, and Uuemaa, Evelyn. . “Navigating challenges in spatial machine learning: Validation, uncertainty, algorithms, and reproducibility.” Preprint. Erdkunde. doi: 10.3112/erdkunde.2026.04.01.
- Linnenbrink, J, Milà, C, Ludwig, M, and Meyer, H. . “kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation.” Geoscientific Model Development 17 (15): 5897–5912. doi: 10.5194/gmd-17-5897-2024.
- Linnenbrink, Jan, and Taeger, Stefan. . “Habitateignungskarten für den Schutz von Langstreckenziehern unter veränderlichen Klimabedingungen – ein raumzeitlicher Habitatmodellierungs-Ansatz.” in AGIT- Journal für Angewandte Geoinformatik doi: 10.14627/537728005.