University of Münster
CRIS@UM
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Maiken Baumberger

No current affiliations available for this person. The person is no longer active at the university.

Curriculum Vitae (CV)

  • Remote sensing
  • Machine learning for spatial and environmental data
  • Soil organic carbon

Academic Education

2018 - 2021M.Sc. Landscape Ecology at the WWU Münster
2015 - 2018B.Sc. Landscape Ecology at the WWU Münster
2016 - 2017ERASMUS+ Studies at the Université de Bourgogne, France

Work Experience

since 2021PhD Student in the working group Remote Sensing and Spatial Modelling, Institute of Landscape Ecology, WWU Münster

Publications

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, 106245-106245. doi:10.1016/j.envsoft.2024.106245
Research article (journal) | Peer reviewed | Published
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, 101385-101385. doi:10.1016/j.rsase.2024.101385
Research article (journal) | Peer reviewed | Published
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, 117049-117049. doi:10.1016/j.geoderma.2024.117049
Research article (journal) | Peer reviewed | Published
Bidirectional Turbulent Fluxes of Fog at a Subtropical Montane Cloud Forest Covering a Wide Size Range of Droplets
Baumberger, M; Breuer, B; Lai, Y-J; Gabyshev, D; Klemm, O (2021)
In: Boundary-Layer Meteorology, 2021. doi:10.1007/s10546-021-00654-w
Research article (journal) | Peer reviewed | Published