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Papers matching “flood forecasting” 20

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Quantifying rainfall forecast uncertainty and error propagation in flash flood and landslide prediction models
2022 conference-abstract Earth and Planetary Sciences Precipitation Measurement and Analysis Open access

Bastian Winkels, Julian Hofmann, Anil Yıldiz, Ann-Kathrin Edrich, Holger Schüttrumpf, Julia Kowalski

0

citations
Design Flaws at the Interface of Flood Forecasting, Early Warning and Disaster Response in the Disaster in Western Germany in July 2021—An Interdisciplinary Analysis
2025 Journal of Flood Risk Management article Environmental Science Flood Risk Assessment and Management Open access

Cordula Dittmer, Daniel F. Lorenz, Elena‐Maria Klopries

6

citations
Towards Operational AI-based Flood Forecasting using Deep Data Assimilation of Multi-source Earth Observations
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Ramesh Visweshwaran, Antara Dasgupta

0

citations
A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data
2023 Water article Environmental Science Hydrological Forecasting Using AI Open access cited by 1 patent

Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva, André Niemann, Markus Quirmbach

45

citations
floodGAN – A deep learning-based model for rapid urban flood forecasting
2022 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Julian Hofmann, Holger Schüttrumpf

0

citations
Meteorological and Hydrological Data as a Basis for Issuing Flood Warnings During the July Flood 2021 in Rhineland‐Palatinate and North Rhine‐Westphalia (Germany)
2025 Journal of Flood Risk Management article Environmental Science Flood Risk Assessment and Management Open access

Elena‐Maria Klopries, Holger Schüttrumpf

3

citations
Reservoir operations under uncertainty with moving-horizon approach and ensemble forecast optimization
2023 Journal of Applied Water Engineering and Research article Engineering Water resources management and optimization Open access

Bernhard Becker, Jiyoung Kim, Elena Pummer

8

citations
Risk-Based and Hydrodynamic Pluvial Flood Forecasts in Real Time
2020 Water article Environmental Science Flood Risk Assessment and Management Open access

Julian Hofmann, Holger Schüttrumpf

39

citations
Real-Time Reservoir Operation by Tree-Based Model Predictive Control Including Forecast Uncertainty
2020 conference-abstract Engineering Water resources management and optimization Open access

Gökçen Uysal, Rodolfo Alvarado Montero, Dirk Schwanenberg, Aynur Şensoy

1

citations
Prescriptive analytics for low and high water management in German waterways
2024 at - Automatisierungstechnik article Engineering Water resources management and optimization

Marianne Brum, Dennis Meißner, Bastian Klein, Jochen Hohenrainer, Dirk Schwanenberg, S. Patzke

0

citations
Integration of Generated Weather Data into LSTM Training to Improve the Simulation of Extreme Flood Events
2026 conference-abstract Environmental Science Hydrological Forecasting Using AI Open access

Paul Reis, Alexander Dölich, Antara Dasgupta, Paul Hassenjürgen, Sergiy Vorogushyn, Nguyễn Viết Dũng, +1 more

0

citations
floodGAN: Using Deep Adversarial Learning to Predict Pluvial Flooding in Real Time
2021 Water article Environmental Science Flood Risk Assessment and Management Open access

Julian Hofmann, Holger Schüttrumpf

110

citations
Comment on essd-2025-723
2026 peer-review Earth and Planetary Sciences Precipitation Measurement and Analysis Open access

Peter Salamon, Tim Sperzel, Goncalo Ramos Gomes, Marco Radke-Fretz, Carina-Denise Lemke, Carlo Russo, +6 more

0

citations
Comment on essd-2025-723
2026 peer-review Earth and Planetary Sciences Precipitation Measurement and Analysis Open access

Peter Salamon, Tim Sperzel, Goncalo Ramos Gomes, Marco Radke-Fretz, Carina-Denise Lemke, Carlo Russo, +6 more

0

citations
EMO-1: an improved version of the high-resolution multi-variable gridded meteorological dataset for Europe
2026 Earth System Science Data Discussions preprint Earth and Planetary Sciences Precipitation Measurement and Analysis Open access

Peter Salamon, Tim R. Sperzel, Goncalo Ramos Gomes, Marco Radke-Fretz, Carina-Denise Lemke, Carlo Russo, +6 more

0

citations
Synthetic rainfall data generator development through decentralised model training
2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access

Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more

7

citations
High groundwater levels: Processes, consequences, and management
2022 Wiley Interdisciplinary Reviews Water article Environmental Science Flood Risk Assessment and Management Open access

Bernhard Becker, Daniel Bachmann, Reinhard Schinke

30

citations
Devastating Flooding Despite Early Warning: Lessons Learned from the Nepal and Kenya Floods
2025 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Albert J. Kettner, Antara Dasgupta, Mandira Singh Shrestha, Mark A. Trigg, Sagy Cohen, Laurence Paul Hawker, +5 more

0

citations
Digital-Twin-Based Management of Sewer Systems: Research Strategy for the KaSyTwin Project
2025 Water article Engineering Water Systems and Optimization Open access

Sabine Hartmann, Raquel Valles, Annette Schmitt, Thamer Al‐Zuriqat, Kosmas Dragos, Peter Gölzhäuser, +14 more

9

citations
Uncovering Causal Pathways of Agricultural Droughts using Climate and Vegetation Signals
2026 conference-abstract Environmental Science Hydrology and Drought Analysis Open access

Hempushpa Sahu, Pradeep Kumar Garg, Saurabh Vijay, Antara Dasgupta

0

citations

20 results