Florian Pappenberger

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Gradient Boosting

Surface Temperature

Top Venues

Environ. Model. Softw.

Publications

Marieke Wesselkamp, Matthew Chantry, Ewan Pinnington, Margarita Choulga, Souhail Boussetta, Maria Kalweit, Joschka Boedecker, Carsten F. Dormann, Florian Pappenberger, Gianpaolo Balsamo
Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators. CoRR (2024)
Aminu Dalhatu Datti, Gang Zeng, Elena Tarnavsky, Rosalind Cornforth, Florian Pappenberger, Bello Ahmad Abdullahi, Anselem Onyejuruwa
Evaluation of Satellite-Based Rainfall Estimates against Rain Gauge Observations across Agro-Climatic Zones of Nigeria, West Africa. Remote. Sens. 16 (10) (2024)
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
AI Increases Global Access to Reliable Flood Forecasts. CoRR (2023)
Chloe Brimicombe, Claudia Di Napoli, Tiago Quintino, Florian Pappenberger, Rosalind Cornforth, Hannah L. Cloke
Thermofeel: A python thermal comfort indices library. SoftwareX 18 (2022)
Quan J. Wang, Yawen Shao, Yong Song, Andrew Schepen, David E. Robertson, Dongryeol Ryu, Florian Pappenberger
An evaluation of ECMWF SEAS5 seasonal climate forecasts for Australia using a new forecast calibration algorithm. Environ. Model. Softw. 122 (2019)
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 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
, 2038. Remote. Sens. 11 (8) (2019)
Mattia Santoro, Volker Andres, Simon Jirka, Toshio Koike, Ulrich Looser, Stefano Nativi, Florian Pappenberger, Manuela Schlummer, Adrian Strauch, Michael Utech, Ervin Zsoter
Interoperability challenges in river discharge modelling: A cross domain application scenario. Comput. Geosci. 115 (2018)
Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence
Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints. ICCS (2) (2018)
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 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
Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review. Remote. Sens. 10 (12) (2018)
Anna Kauffeldt, F. Wetterhall, Florian Pappenberger, Peter Salamon, Jutta Thielen
Technical review of large-scale hydrological models for implementation in operational flood forecasting schemes on continental level. Environ. Model. Softw. 75 (2016)
Beatriz Revilla Romero, Feyera A. Hirpa, Jutta Thielen-del Pozo, Peter Salamon, G. Robert Brakenridge, Florian Pappenberger, Tom De Groeve
On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions. Remote. Sens. 7 (11) (2015)
Laura Giustarini, Marco Chini, Renaud Hostache, Florian Pappenberger, Patrick Matgen
Flood Hazard Mapping Combining Hydrodynamic Modeling and Multi Annual Remote Sensing data. Remote. Sens. 7 (10) (2015)
Marco Chini, Laura Giustarini, Patrick Matgen, Renaud Hostache, Florian Pappenberger, Philippe Bally
Flood hazard mapping combining high resolution multi-temporal SAR data and coarse resolution global hydrodynamic modelling. IGARSS (2014)
Ad De Roo, Jutta Thielen, Peter Salamon, Konrad Bogner, Sebastien Nobert, Hannah Cloke, David Demeritt, Jalal Younis, Milan Kalas, Katalin Bódis, Davide Muraro, Florian Pappenberger
Quality control, validation and user feedback of the European Flood Alert System (EFAS). Int. J. Digit. Earth 4 (Supplement-1) (2011)
Guy J.-P. Schumann, Patrick Matgen, Florian Pappenberger
Conditioning Water Stages From Satellite Imagery on Uncertain Data Points. IEEE Geosci. Remote. Sens. Lett. 5 (4) (2008)
Danny Hughes, Phil Greenwood, Gordon S. Blair, Geoff Coulson, Paul Grace, Florian Pappenberger, Paul Smith, Keith J. Beven
An experiment with reflective middleware to support grid-based flood monitoring. Concurr. Comput. Pract. Exp. 20 (11) (2008)
Guy J.-P. Schumann, Renaud Hostache, Christian Puech, Lucien Hoffmann, Patrick Matgen, Florian Pappenberger, Laurent Pfister
High-Resolution 3-D Flood Information From Radar Imagery for Flood Hazard Management. IEEE Trans. Geosci. Remote. Sens. 45 (6-1) (2007)
Florian Pappenberger, Ion Iorgulescu, Keith J. Beven
Sensitivity analysis based on regional splits and regression trees (SARS-RT). Environ. Model. Softw. 21 (7) (2006)
Danny Hughes, Phil Greenwood, Barry Porter, Paul Grace, Geoff Coulson, Gordon S. Blair, François Taïani, Florian Pappenberger, Paul Smith, Keith J. Beven
Using grid technologies to optimise a wireless sensor network for flood management. SenSys (2006)