Recent trends in moisture conditions across European peatlands

Giese L; Baumberger M; Ludwig M; Schneidereit H; Sánchez E; Robroek BJ; Lamentowicz M; Lehmann J; Hölzel N; Knorr K; Meyer H (2025)
In: Remote Sensing Applications: Society and Environment, 37
Art der Publikation: Forschungsartikel (Zeitschrift)

Random forests with spatial proxies for environmental modelling: opportunities and pitfalls

Milà C; Ludwig M; Pebesma E; Tonne C; Meyer H (2024)
In: Geoscientific Model Development, 2024(17)
Art der Publikation: Forschungsartikel (Zeitschrift)

High-resolution soil temperature and soil moisture patterns in space, depth and time: An interpretable machine learning modelling approach

Baumberger M; Haas B; Sivakumar S; Ludwig M; Meyer N; Meyer H (2024)
In: Geoderma, 451
Art der Publikation: Forschungsartikel (Zeitschrift)

Leveraging heterogeneous LiDAR data to model successional stages at tree species level in temperate forests

Bald L; Ziegler A; Gottwald J; Koch TL; Ludwig M; Meyer H; Wöllauer S; Zeuss D; Frieß N (2024)
In: Environmental Data Science, 3
Art der Publikation: Forschungsartikel (Zeitschrift)

Assessing and improving the transferability of current global spatial prediction models

Ludwig, M; Moreno-Martinez, A; Hölzel, N; Pebesma, E; Meyer, H (2023)
In: Global Ecology and Biogeography, 00
Art der Publikation: Forschungsartikel (Zeitschrift)

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Gated recurrent units for modelling time series of soil temperature and moisture: An assessment of performance and process reflectivity Baumberger M; Haas B; Tewes W; Risse B; Meyer N; Meyer H (2025) In: Environmental Modelling and Software, 183 Art der Publikation: Forschungsartikel (Zeitschrift)
Recent trends in moisture conditions across European peatlands Giese L; Baumberger M; Ludwig M; Schneidereit H; Sánchez E; Robroek BJ; Lamentowicz M; Lehmann J; Hölzel N; Knorr K; Meyer H (2025) In: Remote Sensing Applications: Society and Environment, 37 Art der Publikation: Forschungsartikel (Zeitschrift)
The CAST package for training and assessment of spatial prediction models in R Meyer H; Ludwig M; Milà C; Linnenbrink J; Schumacher F (2024) In: arXiv Art der Publikation: Forschungsartikel in Online-Sammlung
Random forests with spatial proxies for environmental modelling: opportunities and pitfalls Milà C; Ludwig M; Pebesma E; Tonne C; Meyer H (2024) In: Geoscientific Model Development, 2024(17) Art der Publikation: Forschungsartikel (Zeitschrift)
kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation Linnenbrink J; Milà C; Ludwig M; Meyer H (2024) In: Geoscientific Model Development, 17(15) Art der Publikation: Forschungsartikel (Zeitschrift)
High-resolution soil temperature and soil moisture patterns in space, depth and time: An interpretable machine learning modelling approach Baumberger M; Haas B; Sivakumar S; Ludwig M; Meyer N; Meyer H (2024) In: Geoderma, 451 Art der Publikation: Forschungsartikel (Zeitschrift)
Estimation of local training data point densities to support the assessment of spatial prediction uncertainty Schumacher F; Knoth C; Ludwig M; Meyer H (2024) In: EGUsphere Art der Publikation: Forschungsartikel in Online-Sammlung
Leveraging heterogeneous LiDAR data to model successional stages at tree species level in temperate forests Bald L; Ziegler A; Gottwald J; Koch TL; Ludwig M; Meyer H; Wöllauer S; Zeuss D; Frieß N (2024) In: Environmental Data Science, 3 Art der Publikation: Forschungsartikel (Zeitschrift)
The Winter Foehn Footprint Across McMurdo Dry Valleys of Antarctica Using a Satellite-Derived Data Set-AntAir v1.0 Datta R; Katurji M; Nielsen E; Meyer H; Zawar-Reza P; Valdes ML (2024) In: Journal of Geophysical Research: Atmospheres, 129(23) Art der Publikation: Forschungsartikel (Zeitschrift)
Assessing and improving the transferability of current global spatial prediction models Ludwig, M; Moreno-Martinez, A; Hölzel, N; Pebesma, E; Meyer, H (2023) In: Global Ecology and Biogeography, 00 Art der Publikation: Forschungsartikel (Zeitschrift)