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How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
1citations -
EMO-5: Copernicus pan-European high-resolution meteorological data set for large-scale hydrological modelling2020 conference-abstract Environmental Science Hydrology and Watershed Management Studies Open access
Vera Thiemig, Peter Salamon, Goncalo Gomes, Jon Olav Skøien, Markus Ziese, Armin Rauthe‐Schöch, +3 more
1citations -
A Machine Learning Approach to Upscale Net Ecosystem Exchange to a Regional Scale: Integration of Eddy Covariance, Remote Sensing and Reanalysis Data2020 conference-abstract Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner
0citations -
Analyzing time activity curves from spatio-temporal tracer data to determine tracer transport velocity in plants2025 Mathematical Biosciences article Environmental Science Plant Water Relations and Carbon Dynamics Open access cited by 1 patent
Hannah Lanzrath, Eric von Lieres, Ralf Metzner, Gregor Johannes Huber
7citations -
Landslide susceptibility mapping based on data mining models in Lesser Caucasus and Kura foreland basin (Armenia and Azerbaijan)2025 Geomatics Natural Hazards and Risk article Environmental Science Landslides and related hazards Open access
Israr Ullah, Klaus R. Reicherter, Tomáš Pánek, Alessandro Tibaldi, Husam A. H. Al-Najjar, Bahareh Kalantar, +2 more
1citations -
Robustness of critical soil moisture to curve-fitting methods and its variability with soil depth, soil texture, and climatic conditions: insights from lysimeter data in Germany2026 Journal of Hydrology article Environmental Science Soil Moisture and Remote Sensing Open access
Xiao Lu, Jannis Groh, Alexander Graf, Thomas Pütz, Horst Herbert Gerke, Ralf Gründling, +6 more
0citations -
Study on Development of Design Rainfall for Stormwater Management System in an Urban Catchment2023 Springer hydrogeology book-chapter Environmental Science Flood Risk Assessment and Management Open access
Manish Kumar Sinha, Klaus Baier, Rafig Azzam, Bhupesh Choudhary, Mukesh Kumar Verma
0citations -
Impacts of Climate Variability on Urban Rainfall Extremes Using Statistical Analysis of Climatic Variables for Change Detection and Trend Analysis2022 Advances in geographical and environmental sciences book-chapter Environmental Science Hydrology and Drought Analysis Open access
Manish Kumar Sinha, Klaus Baier, Rafig Azzam, Mukesh Kumar Verma, Sunil Kumar
2citations