Ralf Loritz

Karlsruhe Institute of Technology

Germany

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Articles (15)

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2025

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2025

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2025

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2025

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2024

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2022

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2022

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2021

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2021

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2021

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2020

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2020

Collaborators (8)

Daniel Klotz

AUSTRIA

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Alexander Sternagel

Federal Institute of Hydrology

GERMANY

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Mirko Mälicke

Karlsruhe Institute of Technology

GERMANY

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Erwin Zehe

Prof. of Hydrology

Karlsruhe Institute of Technology

GERMANY

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Sibylle Hassler

Karlsruhe Institute of Technology

GERMANY

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Alexander Dolich

Karlsruhe Institute of Technology

GERMANY

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Anke Hildebrandt

Jointly appointed professor

Helmholtz-Zentrum für Umweltforschung UFZ

GERMANY

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Maoya Bassiouni

UNITED STATES

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Ralf Loritz

Research Interests

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Articles (15)

Analyzing the generalization capabilities of a hybrid hydrological model for extrapolation to extreme events

Technical note: An approach for handling multiple temporal frequencies with different input dimensions using a single LSTM cell

Microscale Heterogeneity in Fluid Distribution Patterns During Drainage of a Homogeneous Sand: Neutron Imaging Visualization and Model Limitations

Are Deep Learning Models in Hydrology Entity Aware?

Toward Flash Flood Modeling Using Gradient Resolving Representative Hillslopes

To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization

Generalizing Tree–Level Sap Flow Across the European Continent

CAMELS-DE: hydro-meteorological time series and attributes for 1582 catchments in Germany

Leveraging sap flow data in a catchment-scale hybrid model to improve soil moisture and transpiration estimates

Stepping beyond perfectly mixed conditions in soil hydrological modelling using a Lagrangian approach

Preferential pathways for fluid and solutes in heterogeneous groundwater systems: self-organization, entropy, work

Simulation of reactive solute transport in the critical zone: a Lagrangian model for transient flow and preferential transport

The role and value of distributed precipitation data in hydrological models

Histogram via entropy reduction (HER): an information-theoretic alternative for geostatistics

Adaptive clustering: reducing the computational costs of distributed (hydrological) modelling by exploiting time-variable similarity among model elements

Collaborators (8)

Daniel Klotz

Alexander Sternagel

Mirko Mälicke

Erwin Zehe

Sibylle Hassler

Alexander Dolich

Anke Hildebrandt

Maoya Bassiouni

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