Patrick Matgen

According to our database, Patrick Matgen authored at least 67 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Monitoring of Spatio-Temporal Variations of Oil Slicks via the Collocation of Multi-Source Satellite Images.

Tran Vu La, Ramona Pelich, Yu Li, Patrick Matgen, Marco Chini

Remote. Sens., August, 2024

A Localized Particle Filtering Approach to Advance Flood Frequency Estimation at Large Scale Using Satellite Synthetic Aperture Radar Image Collection and Hydrodynamic Modelling.

Marina Zingaro, Renaud Hostache, Marco Chini, Domenico Capolongo, Patrick Matgen

Remote. Sens., June, 2024

Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case.

João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen

CoRR, 2024

Drought Monitoring in Luxembourg and the Greater Region Using Hydrological Modelling and Satellite Data.

Davide Zoccatelli, Thanh Huy Nguyen, Jefferson Wong, Marco Chini, Theresa C. van Hateren, Patrick Matgen

Proceedings of the IGARSS 2024, 2024

Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection.

João Gabriel Vinholi, Marco Chini, Anis Amziane, Patrick Matgen, Renato B. Machado

Proceedings of the IGARSS 2024, 2024

Uncertainty Estimation in SAR-Based Flood Mapping Via Density-Aware Deep Neural Networks.

Yu Li, Patrick Matgen, Marco Chini

Proceedings of the IGARSS 2024, 2024

Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data - A Retrospective Case Study of Central Vietnam.

Tran Vu La, Thanh Huy Nguyen, Patrick Matgen, Marco Chini

Proceedings of the IGARSS 2024, 2024

2023

On the potential of Sentinel-1 for sub-field scale soil moisture monitoring.

Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling

Int. J. Appl. Earth Obs. Geoinformation, June, 2023

Estimating Ensemble Likelihoods for the Sentinel-1-Based Global Flood Monitoring Product of the Copernicus Emergency Management Service.

Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

On the Use of Native Resolution Backscatter Intensity Data for Optimal Soil Moisture Retrieval.

Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling

IEEE Geosci. Remote. Sens. Lett., 2023

Assessment of Sentinel-1-Estimated Sea Surface Convective wind Gusts with in-situ wind Measurements.

Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen, Christophe Messager

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Insight into Offshore Oil Drift Monitoring Through Combination of Sequential Sentinel-1 Ascending and Descending Images.

Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Urban-Aware U-Net for Large-Scale Urban Flood Mapping Using Multitemporal Sentinel-1 Intensity and Interferometric Coherence.

Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wolfgang Wagner, Marco Chini

IEEE Trans. Geosci. Remote. Sens., 2022

Mapping Floods in Urban Areas From Dual-Polarization InSAR Coherence Data.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca

IEEE Geosci. Remote. Sens. Lett., 2022

Dependence of Soil Moisture Retrieval Accuracy on Backscatter Resolution.

Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Prior Information in Support of Deep Learning Methods to Map Floodwater in Urbanized Areas.

Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wofgang Wagner, Marco Chini

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation.

Theresa C. van Hateren, Marco Chini, Patrick Matgen, Adriaan J. Teuling

Remote. Sens., 2021

Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter.

Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier

Remote. Sens., 2021

Coastline Detection Based on Sentinel-1 Time Series for Ship- and Flood-Monitoring Applications.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez

IEEE Geosci. Remote. Sens. Lett., 2021

Urban correction of global DEMs using building density for Nairobi, Kenya.

Victor Olajubu, Mark A. Trigg, Christian Berretta, Andrew Sleigh, Marco Chini, Patrick Matgen, Stephen Mojere, Joe Mulligan

Earth Sci. Informatics, 2021

Deriving an Exclusion Map (Ex-Map) from Sentinel-l Time Series for Supporting Floodwater Mapping.

Jie Zhao, Ramona Pelich, Renaud Hostache, Patrick Matgen, Senmao Cao, Wolfgang Wagner, Marco Chini

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Online Platform for Fully-Automated EO Processing Workflows for Developers and End-Users Alike.

Guy J.-P. Schumann, Paolo Campanella, Alberto Tasso, Laura Giustarini, Patrick Matgen, Marco Chini, Lucien Hoffmann

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The New, Systematic Global Flood Monitoring Product of the Copernicus Emergency Management Service.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Refocusing Moving Vessel Signatures Based on Sentinel-1 SLC Imagery.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Optimal Spatial Resolution of Sentinel-1 Surface Soil Moisture Evaluated Using Intensive in Situ Observations.

Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Sar-Based Flood Mapping, Where We Are and Future Challenges.

Marco Chini, Ramona Pelich, Yu Li, Renaud Hostache, Jie Zhao, Concetta Di Mauro, Patrick Matgen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Computing flood probabilities using Twitter: application to the Houston urban area during Harvey.

Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier

CoRR, 2020

Monitoring Changes in the Coastal Environment Based on SAR Sentinel-1 Time-Series.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

The Role of Co- and Cross-Polarizations Insar Coherences in Mapping Flooded Urban Areas.

Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Systematic and Automatic Large-Scale Flood Monitoring System Using Sentinel-1 SAR Data.

Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Christian Bossung, Paolo Campanella, Roberto Rudari, Philippe Bally

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Large-Scale Automatic Vessel Monitoring Based on Dual-Polarization Sentinel-1 and AIS Data.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden

Remote. Sens., 2019

Sentinel-1 InSAR Coherence to Detect Floodwater in Urban Areas: Houston and Hurricane Harvey as A Test Case.

Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen

Remote. Sens., 2019

Extracting localized information from a Twitter corpus for flood prevention.

Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier

CoRR, 2019

An Automatic SAR-Based Change Detection Method for Generating Large-Scale Flood Data Records: The UK as a Test Case.

Jie Zhao, Marco Chini, Patrick Matgen, Renaud Hostache, Ramona Pelich, Wolfgang Wagner

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Advancements for Sentinel-1 Based Vessel Monitoring: Dual-Polarization Detection and SAR-Based Coastline Detection.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden, Willibald Croi

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Probabilistic Urban Flood Mapping Using SAR Data.

Marco Chini, Renaud Hostache, Ramona Pelich, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Towards a 20 m Global Building Map from Sentinel-1 SAR Data.

Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez

Remote. Sens., 2018

Monitoring of Inundation Dynamics in the North-American Prairie Pothole Region using Sentinel-1 Time Series.

Stefan Schlaffer, Marco Chini, Ronald Pöppl, Renaud Hostache, Patrick Matgen

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Exploring Dual-Polarimetic Descriptors for Sentinel-L Based Ship Detection.

Ramona Pelich, Carlos López-Martínez, Marco Chini, Renaud Hostache, Patrick Matgen, Philippe Ries, Gerd Eiden

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Monitoring Urban Floods Using SAR Interferometric Observations.

Marco Chini, Luca Pulvirenti, Ramona Pelich, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Polarimetric and Multitemporal Information Extracted from Sentinel-1 Sar Data to Map Buildings.

Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A Hierarchical Split-Based Approach for Parametric Thresholding of SAR Images: Flood Inundation as a Test Case.

Marco Chini, Renaud Hostache, Laura Giustarini, Patrick Matgen

IEEE Trans. Geosci. Remote. Sens., 2017

Probabilistic mapping of flood-induced backscatter changes in SAR time series.

Stefan Schlaffer, Marco Chini, Laura Giustarini, Patrick Matgen

Int. J. Appl. Earth Obs. Geoinformation, 2017

Support for Multi-temporal and Multi-mission data processing: The ESA Research and Service Support.

Jose Manuel Delgado, Giovanni Sabatino, Roberto Cuccu, Giancarlo Rivolta, Ramona Pelich, Patrick Matgen, Marco Chini, Mattia Marconcini

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Built-up areas mapping at global scale based on adaptive parametric thresholding of Sentinel-1 intensity & coherence time series.

Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Towards a global flood frequency map from SAR data.

Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Jose Manuel Delgado, Giovanni Sabatino

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Exploiting Sentinel 1 data for improving (flash) flood modelling via data assimilation techniques.

Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Giuseppe Squicciarino, Valerio Basso, Flavio Pignone, Nazzareno Pierdicca

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Probabilistic Flood Mapping Using Synthetic Aperture Radar Data.

Laura Giustarini, Renaud Hostache, Dmitri Kavetski, Marco Chini, Giovanni Corato, Stefan Schlaffer, Patrick Matgen

IEEE Trans. Geosci. Remote. Sens., 2016

Creating a water depth map from SAR flood extent and topography data.

Patrick Matgen, Laura Giustarini, Marco Chini, Renaud Hostache, Melissa Wood, Stefan Schlaffer

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

SAR coherence and polarimetric information for improving flood mapping.

Marco Chini, Asterios Papastergios, Luca Pulvirenti, Nazzareno Pierdicca, Patrick Matgen, Issaak S. Parcharidis

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Two-step approach based on statistical modelling to map buildings at global scale using sentinel-1 SAR data.

Marco Chini, Patrick Matgen

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Satellite soil moisture assimilation: Preliminary assessment of the sentinel 1 potentialities.

Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Lorenzo Campo, Francesco Silvestro, Cosimo Versace, Paolo Campanella, Laura Candela

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Flood Hazard Mapping Combining Hydrodynamic Modeling and Multi Annual Remote Sensing data.

Laura Giustarini, Marco Chini, Renaud Hostache, Florian Pappenberger, Patrick Matgen

Remote. Sens., 2015

Flood detection from multi-temporal SAR data using harmonic analysis and change detection.

Stefan Schlaffer, Patrick Matgen, Markus Hollaus, Wolfgang Wagner

Int. J. Appl. Earth Obs. Geoinformation, 2015

Accounting for image uncertainty in SAR-based flood mapping.

Laura Giustarini, Hilde Vernieuwe, Jan Verwaeren, Marco Chini, Renaud Hostache, Patrick Matgen, Niko E. C. Verhoest, Bernard De Baets

Int. J. Appl. Earth Obs. Geoinformation, 2015

2014

Enhanced biomass prediction by assimilating satellite data into a crop growth model.

Miriam Machwitz, Laura Giustarini, Christian Bossung, David Frantz, Martin Schlerf, Holger Lilienthal, Loise Wandera, Patrick Matgen, Lucien Hoffmann, Thomas Udelhoven

Environ. Model. Softw., 2014

Assimilating satellite-derived soil moisture products into a distributed hydrological model.

Giovanni Corato, Patrick Matgen, Fabrizio Fenicia, Stefan Schlaffer, Marco Chini

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Flood hazard mapping combining high resolution multi-temporal SAR data and coarse resolution global hydrodynamic modelling.

Marco Chini, Laura Giustarini, Patrick Matgen, Renaud Hostache, Florian Pappenberger, Philippe Bally

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

A Change Detection Approach to Flood Mapping in Urban Areas Using TerraSAR-X.

Laura Giustarini, Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Paul D. Bates, David C. Mason

IEEE Trans. Geosci. Remote. Sens., 2013

2012

A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg.

Teodosio Lacava, Patrick Matgen, Luca Brocca, Marco Bittelli, Nicola Pergola, Tommaso Moramarco, Valerio Tramutoli

IEEE Trans. Geosci. Remote. Sens., 2012

Change detection approaches for flood extent mapping: How to select the most adequate reference image from online archives?

Renaud Hostache, Patrick Matgen, Wolfgang Wagner

Int. J. Appl. Earth Obs. Geoinformation, 2012

A multi-sensor (SMOS, AMSR-E and ASCAT) satellite-based soil moisture products inter-comparison.

Teodosio Lacava, Luca Brocca, Mariapia Faruolo, Patrick Matgen, Tommaso Moramarco, Nicola Pergola, Valerio Tramutoli

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2009

Water Level Estimation and Reduction of Hydraulic Model Calibration Uncertainties Using Satellite SAR Images of Floods.

Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Christian Puech, Lucien Hoffmann, Laurent Pfister

IEEE Trans. Geosci. Remote. Sens., 2009

2008

Conditioning Water Stages From Satellite Imagery on Uncertain Data Points.

Guy J.-P. Schumann, Patrick Matgen, Florian Pappenberger

IEEE Geosci. Remote. Sens. Lett., 2008

Active and Passive Microwave Sensors as a Tool to Monitor Soil Moisture Over Winter.

Sonia Heitz, Patrick Matgen, Guy J.-P. Schumann, Laurent Pfister

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

High-Resolution 3-D Flood Information From Radar Imagery for Flood Hazard Management.

Guy J.-P. Schumann, Renaud Hostache, Christian Puech, Lucien Hoffmann, Patrick Matgen, Florian Pappenberger, Laurent Pfister

IEEE Trans. Geosci. Remote. Sens., 2007

Integration of SAR-derived river inundation areas, high-precision topographic data and a river flow model toward near real-time flood management.

Patrick Matgen, Guy J.-P. Schumann, Jean-Baptiste Henry, Lucien Hoffmann, Laurent Pfister

Int. J. Appl. Earth Obs. Geoinformation, 2007