Christoph Jörges

Prediction and reconstruction of ocean wave heights based on bathymetric data using LSTM neural networks

Christoph Jörges, Cordula Berkenbrink, Britta Stumpe · Ocean Engineering · 2021 · 162 citations

Nonlinear Ocean Waves, Engineering, Complex Sea State +6

Spatial ocean wave height prediction with CNN mixed-data deep neural networks using random field simulated bathymetry

Christoph Jörges, Cordula Berkenbrink, Hanno Gottschalk et al. · Ocean Engineering · 2023 · 43 citations

Geophysics, Nonlinear Ocean Waves, Engineering +9

Fine-Scale Mapping of Soil Organic Matter in Agricultural Soils Using UAVs and Machine Learning

Jannis Heil, Christoph Jörges, Britta Stumpe · Remote Sensing · 2022 · 41 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +22

Evaluation of using digital photography as a cost-effective tool for the rapid assessment of soil organic carbon at a regional scale

Jannis Heil, Christoph Jörges, Britta Stumpe · Soil Security · 2021 · 24 citations · Full text

Soil texture mediates the surface cooling effect of urban and peri-urban green spaces during a drought period in the city area of Hamburg (Germany)

Britta Stumpe, Benjamin Bechtel, Jannis Heil et al. · The Science of The Total Environment · 2023 · 24 citations · Full text

Engineering, Land Use, Drought Period +18