Florian Pappenberger

22 papers C 1Misc 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
AIFL: A Global Daily Streamflow Forecasting Model Using Deterministic LSTM Pre-trained on ERA5-Land and Fine-tuned on IFS.
CoRR
Maria Luisa Taccari, Kenza Tazi, Oisín M. Morrison, Andreas Grafberger, Juan Colonese, Corentin Carton de Wiart, Christel Prudhomme, Cinzia Mazzetti, Matthew Chantry, Florian Pappenberger
2024 J jnl
Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators.
CoRR
Marieke Wesselkamp, Matthew Chantry, Ewan Pinnington, Margarita Choulga, Souhail Boussetta, Maria Kalweit, Joschka Boedecker, Carsten F. Dormann, Florian Pappenberger, Gianpaolo Balsamo
2024 J jnl
Evaluation of Satellite-Based Rainfall Estimates against Rain Gauge Observations across Agro-Climatic Zones of Nigeria, West Africa.
Remote. Sens.
Aminu Dalhatu Datti, Gang Zeng, Elena Tarnavsky, Rosalind Cornforth, Florian Pappenberger, Bello Ahmad Abdullahi, Anselem Onyejuruwa
2024 J jnl
Hydra-LSTM: A semi-shared Machine Learning architecture for prediction across Watersheds.
CoRR
Karan Ruparell, Robert J. Marks, Andy Wood, Kieran M. R. Hunt, Hannah L. Cloke, Christel Prudhomme, Florian Pappenberger, Matthew Chantry
2024 J jnl
Robustness of AI-based weather forecasts in a changing climate.
CoRR
Thomas Rackow, Nikolay Koldunov, Christian Lessig, Irina Sandu, Mihai Alexe, Matthew Chantry, Mariana Clare, Jesper Sören Dramsch, Florian Pappenberger, Xabier Pedruzo-Bagazgoitia, Steffen Tietsche, Thomas Jung
2023 J jnl
AI Increases Global Access to Reliable Flood Forecasts.
CoRR
Grey Nearing, Deborah Cohen, Vusumuzi Dube, Martin Gauch, Oren Gilon, Shaun Harrigan, Avinatan Hassidim, Frederik Kratzert, Asher Metzger, Sella Nevo, Florian Pappenberger, Christel Prudhomme, Guy Shalev, Shlomo Shenzis, Tadele Tekalign, Dana Weitzner, Yossi Matias
2022 J jnl
Thermofeel: A python thermal comfort indices library.
SoftwareX
Chloe Brimicombe, Claudia Di Napoli, Tiago Quintino, Florian Pappenberger, Rosalind Cornforth, Hannah L. Cloke
2019 J jnl
An evaluation of ECMWF SEAS5 seasonal climate forecasts for Australia using a new forecast calibration algorithm.
Environ. Model. Softw.
Quan J. Wang, Yawen Shao, Yong Song, Andrew Schepen, David E. Robertson, Dongryeol Ryu, Florian Pappenberger
2019 J jnl
Correction: Balsamo, G.,
Remote. Sens.
Gianpaolo Balsamo, Anna Agustì-Parareda, Clément Albergel, Gabriele Arduini, Anton Beljaars, Jean Bidlot, Eleanor Blyth, Nicolas Bousserez, Souhail Boussetta, Andy Brown, Roberto Buizza, Carlo Buontempo, Frédéric Chevallier, Margarita Choulga, Hannah L. Cloke, Meghan F. Cronin, Mohamed Dahoui, Patricia de Rosnay, Paul A. Dirmeyer, Matthias Drusch, Emanuel Dutra, Michael B. Ek, Pierre Gentine, Helene Hewitt, Sarah P. E. Keeley, Yann Kerr, Sujay V. Kumar, Cristina Lupu, Jean-François Mahfouf, Joe McNorton, Susanne Mecklenburg, Kristian Mogensen, Joaquín Muñoz Sabater, Rene Orth, Florence Rabier, Rolf Reichle, Benjamin C. Ruston, Florian Pappenberger, Irina Sandu, Sonia I. Seneviratne, Steffen Tietsche, Isabel F. Trigo, Remko Uijlenhoet, Nils Wedi, R. Iestyn Woolway, Xubin Zeng
2018 — conf
Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints.
ICCS (2)
Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence
2018 J jnl
Interoperability challenges in river discharge modelling: A cross domain application scenario.
Comput. Geosci.
Mattia Santoro, Volker Andres, Simon Jirka, Toshio Koike, Ulrich Looser, Stefano Nativi, Florian Pappenberger, Manuela Schlummer, Adrian Strauch, Michael Utech, Ervin Zsoter
2018 J jnl
Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review.
Remote. Sens.
Gianpaolo Balsamo, Anna Agustì-Parareda, Clément Albergel, Gabriele Arduini, Anton Beljaars, Jean Bidlot, Nicolas Bousserez, Souhail Boussetta, Andy Brown, Roberto Buizza, Carlo Buontempo, Frédéric Chevallier, Margarita Choulga, Hannah L. Cloke, Meghan F. Cronin, Mohamed Dahoui, Patricia de Rosnay, Paul A. Dirmeyer, Matthias Drusch, Emanuel Dutra, Michael B. Ek, Pierre Gentine, Helene Hewitt, Sarah P. E. Keeley, Yann Kerr, Sujay V. Kumar, Cristina Lupu, Jean-François Mahfouf, Joe McNorton, Susanne Mecklenburg, Kristian Mogensen, Joaquín Muñoz Sabater, Rene Orth, Florence Rabier, Rolf Reichle, Benjamin C. Ruston, Florian Pappenberger, Irina Sandu, Sonia I. Seneviratne, Steffen Tietsche, Isabel F. Trigo, Remko Uijlenhoet, Nils Wedi, R. Iestyn Woolway, Xubin Zeng
2016 J jnl
Technical review of large-scale hydrological models for implementation in operational flood forecasting schemes on continental level.
Environ. Model. Softw.
Anna Kauffeldt, Fredrik Wetterhall, Florian Pappenberger, Peter Salamon, Jutta Thielen
2015 J jnl
Flood Hazard Mapping Combining Hydrodynamic Modeling and Multi Annual Remote Sensing data.
Remote. Sens.
Laura Giustarini, Marco Chini, Renaud Hostache, Florian Pappenberger, Patrick Matgen
2015 J jnl
On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions.
Remote. Sens.
Beatriz Revilla-Romero, Feyera A. Hirpa, Jutta Thielen-del Pozo, Peter Salamon, G. Robert Brakenridge, Florian Pappenberger, Tom De Groeve
2014 C conf
Flood hazard mapping combining high resolution multi-temporal SAR data and coarse resolution global hydrodynamic modelling.
IGARSS
Marco Chini, Laura Giustarini, Patrick Matgen, Renaud Hostache, Florian Pappenberger, Philippe Bally
2011 J jnl
Quality control, validation and user feedback of the European Flood Alert System (EFAS).
Int. J. Digit. Earth
Ad De Roo, Jutta Thielen, Peter Salamon, Konrad Bogner, Sebastien Nobert, Hannah L. Cloke, David Demeritt, Jalal Younis, Milan Kalas, Katalin Bódis, Davide Muraro, Florian Pappenberger
2008 J jnl
An experiment with reflective middleware to support grid-based flood monitoring.
Concurr. Comput. Pract. Exp.
Danny Hughes, Phil Greenwood, Gordon S. Blair, Geoff Coulson, Paul Grace, Florian Pappenberger, Paul Smith, Keith J. Beven
2008 J jnl
Conditioning Water Stages From Satellite Imagery on Uncertain Data Points.
IEEE Geosci. Remote. Sens. Lett.
Guy J.-P. Schumann, Patrick Matgen, Florian Pappenberger
2007 J jnl
High-Resolution 3-D Flood Information From Radar Imagery for Flood Hazard Management.
IEEE Trans. Geosci. Remote. Sens.
Guy J.-P. Schumann, Renaud Hostache, Christian Puech, Lucien Hoffmann, Patrick Matgen, Florian Pappenberger, Laurent Pfister
2006 J jnl
Sensitivity analysis based on regional splits and regression trees (SARS-RT).
Environ. Model. Softw.
Florian Pappenberger, Ion Iorgulescu, Keith J. Beven
2006 Misc conf
Using grid technologies to optimise a wireless sensor network for flood management.
SenSys
Danny Hughes, Phil Greenwood, Barry Porter, Paul Grace, Geoff Coulson, Gordon S. Blair, François Taïani, Florian Pappenberger, Paul Smith, Keith J. Beven