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
Type of Publication: Research article (journal)

Accurate Mapping of Downed Deadwood in a Dense Deciduous Forest Using UAV-SfM Data and Deep Learning

Dietenberger S; Mueller MM; Stöcker B; Dubois C; Arlaud H; Adam M; Hese S; Meyer H; Thiel C (2025)
In: Remote Sensing, 17(9)
Type of Publication: Research article (journal)

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)
Type of Publication: Research article (journal)

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
Type of Publication: Research article (journal)

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
Type of Publication: Research article (journal)

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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 Type of Publication: Research article (journal)
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 Type of Publication: Research article (journal)
Habitat Suitability of the Sand Lizard (Lacerta agilis) at Its Distribution Limit—An Analysis Based on Citizen Science Data and Machine Learning Krämer A; Meyer H; Buchholz S (2025) In: Journal of Biogeography, n/a(n/a) Type of Publication: Research article (journal)
Accurate Mapping of Downed Deadwood in a Dense Deciduous Forest Using UAV-SfM Data and Deep Learning Dietenberger S; Mueller MM; Stöcker B; Dubois C; Arlaud H; Adam M; Hese S; Meyer H; Thiel C (2025) In: Remote Sensing, 17(9) Type of Publication: Research article (journal)
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 Type of Publication: Research article in digital collection
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) Type of Publication: Research article (journal)
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) Type of Publication: Research article (journal)
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 Type of Publication: Research article (journal)
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 Type of Publication: Research article in digital collection
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 Type of Publication: Research article (journal)