Patrick Matgen

71 papers C 33Journal 35Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive federated learning for ship detection across diverse satellite imagery sources. CoRR Tran Vu La, Minh-Tan Pham, Yu Li, Patrick Matgen, Marco Chini
2025	J	`jnl`	Extraction of built-up areas using Sentinel-1 and Sentinel-2 data with automated training data sampling and label noise robust cross-fusion neural networks. Int. J. Appl. Earth Obs. Geoinformation Yu Li, Patrick Matgen, Marco Chini
2025	J	`jnl`	Multisensor Diffusion-Driven Optical Image Translation for Large-Scale Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen
2024	J	`jnl`	A Localized Particle Filtering Approach to Advance Flood Frequency Estimation at Large Scale Using Satellite Synthetic Aperture Radar Image Collection and Hydrodynamic Modelling. Remote. Sens. Marina Zingaro, Renaud Hostache, Marco Chini, Domenico Capolongo, Patrick Matgen
2024	C	`conf`	Drought Monitoring in Luxembourg and the Greater Region Using Hydrological Modelling and Satellite Data. IGARSS Davide Zoccatelli, Thanh Huy Nguyen, Jefferson Wong, Marco Chini, Theresa C. van Hateren, Patrick Matgen
2024	C	`conf`	Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data - A Retrospective Case Study of Central Vietnam. IGARSS Tran Vu La, Thanh Huy Nguyen, Patrick Matgen, Marco Chini
2024	J	`jnl`	Monitoring of Spatio-Temporal Variations of Oil Slicks via the Collocation of Multi-Source Satellite Images. Remote. Sens. Tran Vu La, Ramona Pelich, Yu Li, Patrick Matgen, Marco Chini
2024	C	`conf`	Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection. IGARSS João Gabriel Vinholi, Marco Chini, Anis Amziane, Patrick Matgen, Renato B. Machado
2024	J	`jnl`	Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case. CoRR João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen
2024	C	`conf`	Uncertainty Estimation in SAR-Based Flood Mapping Via Density-Aware Deep Neural Networks. IGARSS Yu Li, Patrick Matgen, Marco Chini
2024	J	`jnl`	Urban Flood Mapping Using Satellite Synthetic Aperture Radar Data: A Review of Characteristics, Approaches and Datasets. CoRR Jie Zhao, Ming Li, Yu Li, Patrick Matgen, Marco Chini
2023	C	`conf`	Assessment of Sentinel-1-Estimated Sea Surface Convective wind Gusts with in-situ wind Measurements. IGARSS Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen, Christophe Messager
2023	J	`jnl`	Estimating Ensemble Likelihoods for the Sentinel-1-Based Global Flood Monitoring Product of the Copernicus Emergency Management Service. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon
2023	C	`conf`	Insight into Offshore Oil Drift Monitoring Through Combination of Sequential Sentinel-1 Ascending and Descending Images. IGARSS Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen
2023	J	`jnl`	On the Use of Native Resolution Backscatter Intensity Data for Optimal Soil Moisture Retrieval. IEEE Geosci. Remote. Sens. Lett. Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
2023	J	`jnl`	On the potential of Sentinel-1 for sub-field scale soil moisture monitoring. Int. J. Appl. Earth Obs. Geoinformation Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
2022	C	`conf`	Dependence of Soil Moisture Retrieval Accuracy on Backscatter Resolution. IGARSS Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
2022	J	`jnl`	Mapping Floods in Urban Areas From Dual-Polarization InSAR Coherence Data. IEEE Geosci. Remote. Sens. Lett. Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca
2022	C	`conf`	Prior Information in Support of Deep Learning Methods to Map Floodwater in Urbanized Areas. IGARSS Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wolfgang Wagner, Marco Chini
2022	J	`jnl`	Urban-Aware U-Net for Large-Scale Urban Flood Mapping Using Multitemporal Sentinel-1 Intensity and Interferometric Coherence. IEEE Trans. Geosci. Remote. Sens. Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wolfgang Wagner, Marco Chini
2021	J	`jnl`	Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation. Remote. Sens. Theresa C. van Hateren, Marco Chini, Patrick Matgen, Adriaan J. Teuling
2021	C	`conf`	An Online Platform for Fully-Automated EO Processing Workflows for Developers and End-Users Alike. IGARSS Guy J.-P. Schumann, Paolo Campanella, Alberto Tasso, Laura Giustarini, Patrick Matgen, Marco Chini, Lucien Hoffmann
2021	J	`jnl`	Coastline Detection Based on Sentinel-1 Time Series for Ship- and Flood-Monitoring Applications. IEEE Geosci. Remote. Sens. Lett. Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
2021	C	`conf`	Deriving an Exclusion Map (Ex-Map) from Sentinel-l Time Series for Supporting Floodwater Mapping. IGARSS Jie Zhao, Ramona Pelich, Renaud Hostache, Patrick Matgen, Senmao Cao, Wolfgang Wagner, Marco Chini
2021	J	`jnl`	Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier
2021	C	`conf`	Optimal Spatial Resolution of Sentinel-1 Surface Soil Moisture Evaluated Using Intensive in Situ Observations. IGARSS Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling
2021	C	`conf`	Refocusing Moving Vessel Signatures Based on Sentinel-1 SLC Imagery. IGARSS Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen
2021	C	`conf`	Sar-Based Flood Mapping, Where We Are and Future Challenges. IGARSS Marco Chini, Ramona Pelich, Yu Li, Renaud Hostache, Jie Zhao, Concetta Di Mauro, Patrick Matgen
2021	C	`conf`	The New, Systematic Global Flood Monitoring Product of the Copernicus Emergency Management Service. IGARSS Peter Salamon, Niall Mctlormick, Christopher Reimer, Tom Clarke, Bernhard Bauer-Marschallinger, Wolfgang Wagner, Sandro Martinis, Candace Chow, Christian Böhnke, Patrick Matgen, Marco Chini, Renaud Hostache, Luca Molini, Elisabetta Fiori, Andreas Walli
2021	J	`jnl`	Urban correction of global DEMs using building density for Nairobi, Kenya. Earth Sci. Informatics Victor Olajubu, Mark A. Trigg, Christian Berretta, Andrew Sleigh, Marco Chini, Patrick Matgen, Stephen Mojere, Joe Mulligan
2020	J	`jnl`	Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier
2020	C	`conf`	Monitoring Changes in the Coastal Environment Based on SAR Sentinel-1 Time-Series. IGARSS Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
2020	C	`conf`	Systematic and Automatic Large-Scale Flood Monitoring System Using Sentinel-1 SAR Data. IGARSS Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Christian Bossung, Paolo Campanella, Roberto Rudari, Philippe Bally
2020	C	`conf`	The Role of Co- and Cross-Polarizations Insar Coherences in Mapping Flooded Urban Areas. IGARSS Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen
2019	C	`conf`	Advancements for Sentinel-1 Based Vessel Monitoring: Dual-Polarization Detection and SAR-Based Coastline Detection. IGARSS Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden, Willibald Croi
2019	C	`conf`	An Automatic SAR-Based Change Detection Method for Generating Large-Scale Flood Data Records: The UK as a Test Case. IGARSS Jie Zhao, Marco Chini, Patrick Matgen, Renaud Hostache, Ramona Pelich, Wolfgang Wagner
2019	J	`jnl`	Extracting localized information from a Twitter corpus for flood prevention. CoRR Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier
2019	J	`jnl`	Large-Scale Automatic Vessel Monitoring Based on Dual-Polarization Sentinel-1 and AIS Data. Remote. Sens. Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden
2019	C	`conf`	Probabilistic Urban Flood Mapping Using SAR Data. IGARSS Marco Chini, Renaud Hostache, Ramona Pelich, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca
2019	J	`jnl`	Sentinel-1 InSAR Coherence to Detect Floodwater in Urban Areas: Houston and Hurricane Harvey as A Test Case. Remote. Sens. Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen
2018	C	`conf`	Exploring Dual-Polarimetic Descriptors for Sentinel-L Based Ship Detection. IGARSS Ramona Pelich, Carlos López-Martínez, Marco Chini, Renaud Hostache, Patrick Matgen, Philippe Ries, Gerd Eiden
2018	C	`conf`	Monitoring Urban Floods Using SAR Interferometric Observations. IGARSS Marco Chini, Luca Pulvirenti, Ramona Pelich, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen
2018	C	`conf`	Monitoring of Inundation Dynamics in the North-American Prairie Pothole Region using Sentinel-1 Time Series. IGARSS Stefan Schlaffer, Marco Chini, Ronald Pöppl, Renaud Hostache, Patrick Matgen
2018	C	`conf`	Polarimetric and Multitemporal Information Extracted from Sentinel-1 Sar Data to Map Buildings. IGARSS Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
2018	J	`jnl`	Towards a 20 m Global Building Map from Sentinel-1 SAR Data. Remote. Sens. Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez
2017	J	`jnl`	A Hierarchical Split-Based Approach for Parametric Thresholding of SAR Images: Flood Inundation as a Test Case. IEEE Trans. Geosci. Remote. Sens. Marco Chini, Renaud Hostache, Laura Giustarini, Patrick Matgen
2017	—	`conf`	Built-up areas mapping at global scale based on adaptive parametric thresholding of Sentinel-1 intensity & coherence time series. MultiTemp Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen
2017	C	`conf`	Exploiting Sentinel 1 data for improving (flash) flood modelling via data assimilation techniques. IGARSS Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Giuseppe Squicciarino, Valerio Basso, Flavio Pignone, Nazzareno Pierdicca
2017	J	`jnl`	Probabilistic mapping of flood-induced backscatter changes in SAR time series. Int. J. Appl. Earth Obs. Geoinformation Stefan Schlaffer, Marco Chini, Laura Giustarini, Patrick Matgen
2017	—	`conf`	Support for Multi-temporal and Multi-mission data processing: The ESA Research and Service Support. MultiTemp Jose Manuel Delgado, Giovanni Sabatino, Roberto Cuccu, Giancarlo Rivolta, Ramona Pelich, Patrick Matgen, Marco Chini, Mattia Marconcini
2017	C	`conf`	Towards a global flood frequency map from SAR data. IGARSS Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Jose Manuel Delgado, Giovanni Sabatino
2016	C	`conf`	Creating a water depth map from SAR flood extent and topography data. IGARSS Patrick Matgen, Laura Giustarini, Marco Chini, Renaud Hostache, Melissa Wood, Stefan Schlaffer
2016	J	`jnl`	Probabilistic Flood Mapping Using Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. Laura Giustarini, Renaud Hostache, Dmitri Kavetski, Marco Chini, Giovanni Corato, Stefan Schlaffer, Patrick Matgen
2016	C	`conf`	SAR coherence and polarimetric information for improving flood mapping. IGARSS Marco Chini, Asterios Papastergios, Luca Pulvirenti, Nazzareno Pierdicca, Patrick Matgen, Issaak S. Parcharidis
2016	C	`conf`	Satellite soil moisture assimilation: Preliminary assessment of the sentinel 1 potentialities. IGARSS Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Lorenzo Campo, Francesco Silvestro, Cosimo Versace, Paolo Campanella, Laura Candela
2016	C	`conf`	Two-step approach based on statistical modelling to map buildings at global scale using sentinel-1 SAR data. IGARSS Marco Chini, Patrick Matgen
2015	J	`jnl`	Accounting for image uncertainty in SAR-based flood mapping. Int. J. Appl. Earth Obs. Geoinformation Laura Giustarini, Hilde Vernieuwe, Jan Verwaeren, Marco Chini, Renaud Hostache, Patrick Matgen, Niko E. C. Verhoest, Bernard De Baets
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`	Flood detection from multi-temporal SAR data using harmonic analysis and change detection. Int. J. Appl. Earth Obs. Geoinformation Stefan Schlaffer, Patrick Matgen, Markus Hollaus, Wolfgang Wagner
2014	C	`conf`	Assimilating satellite-derived soil moisture products into a distributed hydrological model. IGARSS Giovanni Corato, Patrick Matgen, Fabrizio Fenicia, Stefan Schlaffer, Marco Chini
2014	J	`jnl`	Enhanced biomass prediction by assimilating satellite data into a crop growth model. Environ. Model. Softw. Miriam Machwitz, Laura Giustarini, Christian Bossung, David Frantz, Martin Schlerf, Holger Lilienthal, Loise Wandera, Patrick Matgen, Lucien Hoffmann, Thomas Udelhoven
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
2013	J	`jnl`	A Change Detection Approach to Flood Mapping in Urban Areas Using TerraSAR-X. IEEE Trans. Geosci. Remote. Sens. Laura Giustarini, Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Paul D. Bates, David C. Mason
2012	J	`jnl`	A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg. IEEE Trans. Geosci. Remote. Sens. Teodosio Lacava, Patrick Matgen, Luca Brocca, Marco Bittelli, Nicola Pergola, Tommaso Moramarco, Valerio Tramutoli
2012	C	`conf`	A multi-sensor (SMOS, AMSR-E and ASCAT) satellite-based soil moisture products inter-comparison. IGARSS Teodosio Lacava, Luca Brocca, Mariapia Faruolo, Patrick Matgen, Tommaso Moramarco, Nicola Pergola, Valerio Tramutoli
2012	J	`jnl`	Change detection approaches for flood extent mapping: How to select the most adequate reference image from online archives? Int. J. Appl. Earth Obs. Geoinformation Renaud Hostache, Patrick Matgen, Wolfgang Wagner
2009	J	`jnl`	Water Level Estimation and Reduction of Hydraulic Model Calibration Uncertainties Using Satellite SAR Images of Floods. IEEE Trans. Geosci. Remote. Sens. Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Christian Puech, Lucien Hoffmann, Laurent Pfister
2008	—	`conf`	Active and Passive Microwave Sensors as a Tool to Monitor Soil Moisture Over Winter. IGARSS (2) Sonia Heitz, Patrick Matgen, Guy J.-P. Schumann, Laurent Pfister
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
2007	J	`jnl`	Integration of SAR-derived river inundation areas, high-precision topographic data and a river flow model toward near real-time flood management. Int. J. Appl. Earth Obs. Geoinformation Patrick Matgen, Guy J.-P. Schumann, Jean-Baptiste Henry, Lucien Hoffmann, Laurent Pfister