Publications

  • , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “deadtrees.earth — An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics.Remote Sensing of Environment 332: 115027115027. doi: 10.1016/j.rse.2025.115027.
  • , , , , and . . “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.
  • , , and . . “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.
  • , , , , , , , , , , and . . “Navigating challenges in spatial machine learning: Validation, uncertainty, algorithms, and reproducibility.” Preprint. Erdkunde. doi: 10.3112/erdkunde.2026.04.01.
  • , , , , , , , and . . “Regional spatial and vertical patterns of SOC stocks in a low mountain landscape in Germany.” Preprint. Geoderma Regional: e01102e01102. doi: 10.1016/j.geodrs.2026.e01102.

  • , , , , , , , and . . “Impacts of local land-use change on climate and hydrology.” in Ecosystem services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador, Vol.221 of Ecological Studies, edited by J Bendix, E Beck, A Bräuning, F Makeschin, R Mosandl, S Scheu and W Wilcke. Berlin: Springer. doi: 10.1007/978-3-642-38137-9_20.
  • , , , , , , , , , , , , , and . . “Current provisioning services: pasture development and use, weeds (bracken) and management.” in Ecosystem services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador, Vol.221 of Ecological Studies, edited by J Bendix, E Beck, A Bräuning, F Makeschin, R Mosandl, S Scheu and W Wilcke. Berlin: Springer VDI Verlag. doi: 10.1007/978-3-642-38137-9_15.
  • , , , , , , , and . . “Environmental changes affecting the Andes of Ecuador.” in Ecosystem services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador, Vol.221 of Ecological Studies, edited by J Bendix, E Beck, A Bräuning, F Makeschin, R Mosandl, S Scheu and W Wilcke. Berlin: Springer VDI Verlag. doi: 10.1007/978-3-642-38137-9_2.