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2020 – today
- 2024
[j28]Marina Zingaro
, Renaud Hostache, Marco Chini, Domenico Capolongo, Patrick Matgen:
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. 16(12): 2179 (2024)- [j27]Tran Vu La, Ramona Pelich, Yu Li, Patrick Matgen, Marco Chini:
Monitoring of Spatio-Temporal Variations of Oil Slicks via the Collocation of Multi-Source Satellite Images. Remote. Sens. 16(16): 3110 (2024) - [c36]Yu Li, Patrick Matgen, Marco Chini:
Uncertainty Estimation in SAR-Based Flood Mapping Via Density-Aware Deep Neural Networks. IGARSS 2024: 1760-1763 - [c35]Davide Zoccatelli, Thanh Huy Nguyen, Jefferson Wong, Marco Chini, Theresa C. van Hateren, Patrick Matgen:
Drought Monitoring in Luxembourg and the Greater Region Using Hydrological Modelling and Satellite Data. IGARSS 2024: 1892-1895 - [c34]Tran Vu La, Thanh Huy Nguyen, Patrick Matgen, Marco Chini:
Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data - A Retrospective Case Study of Central Vietnam. IGARSS 2024: 3752-3756 - [c33]João Gabriel Vinholi, Marco Chini, Anis Amziane, Patrick Matgen, Renato B. Machado:
Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection. IGARSS 2024: 7231-7234 - [i3]João Gabriel Vinholi, Marco Chini, Anis Amziane, Renato B. Machado, Danilo Silva, Patrick Matgen:
Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case. CoRR abs/2404.11243 (2024) - 2023
- [j26]Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling:
On the potential of Sentinel-1 for sub-field scale soil moisture monitoring. Int. J. Appl. Earth Obs. Geoinformation 120: 103342 (2023) - [j25]Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling:
On the Use of Native Resolution Backscatter Intensity Data for Optimal Soil Moisture Retrieval. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j24]Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon:
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. 16: 6917-6930 (2023) - [c32]Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen, Christophe Messager:
Assessment of Sentinel-1-Estimated Sea Surface Convective wind Gusts with in-situ wind Measurements. IGARSS 2023: 841-844 - [c31]Tran Vu La, Ramona Pelich, Marco Chini, Yu Li, Patrick Matgen:
Insight into Offshore Oil Drift Monitoring Through Combination of Sequential Sentinel-1 Ascending and Descending Images. IGARSS 2023: 1857-1860 - 2022
- [j23]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca:
Mapping Floods in Urban Areas From Dual-Polarization InSAR Coherence Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j22]Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wolfgang Wagner, Marco Chini:
Urban-Aware U-Net for Large-Scale Urban Flood Mapping Using Multitemporal Sentinel-1 Intensity and Interferometric Coherence. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [c30]Jie Zhao, Yu Li, Patrick Matgen, Ramona Pelich, Renaud Hostache, Wofgang Wagner, Marco Chini:
Prior Information in Support of Deep Learning Methods to Map Floodwater in Urbanized Areas. IGARSS 2022: 5216-5219 - [c29]Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling:
Dependence of Soil Moisture Retrieval Accuracy on Backscatter Resolution. IGARSS 2022: 5497-5500 - 2021
- [j21]Victor Olajubu, Mark A. Trigg, Christian Berretta, Andrew Sleigh, Marco Chini, Patrick Matgen, Stephen Mojere, Joe Mulligan:
Urban correction of global DEMs using building density for Nairobi, Kenya. Earth Sci. Informatics 14(3): 1383-1398 (2021) - [j20]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez:
Coastline Detection Based on Sentinel-1 Time Series for Ship- and Flood-Monitoring Applications. IEEE Geosci. Remote. Sens. Lett. 18(10): 1771-1775 (2021) - [j19]Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier:
Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. 13(6): 1153 (2021) - [j18]Theresa C. van Hateren, Marco Chini, Patrick Matgen, Adriaan J. Teuling:
Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation. Remote. Sens. 13(10): 1990 (2021) - [c28]Marco Chini, Ramona Pelich, Yu Li, Renaud Hostache, Jie Zhao, Concetta Di Mauro, Patrick Matgen:
Sar-Based Flood Mapping, Where We Are and Future Challenges. IGARSS 2021: 884-886 - [c27]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:
The New, Systematic Global Flood Monitoring Product of the Copernicus Emergency Management Service. IGARSS 2021: 1053-1056 - [c26]Jie Zhao, Ramona Pelich, Renaud Hostache, Patrick Matgen, Senmao Cao, Wolfgang Wagner, Marco Chini:
Deriving an Exclusion Map (Ex-Map) from Sentinel-l Time Series for Supporting Floodwater Mapping. IGARSS 2021: 1280-1283 - [c25]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen:
Refocusing Moving Vessel Signatures Based on Sentinel-1 SLC Imagery. IGARSS 2021: 4159-4162 - [c24]Theresa C. van Hateren, Marco Chini, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca, Adriaan J. Teuling:
Optimal Spatial Resolution of Sentinel-1 Surface Soil Moisture Evaluated Using Intensive in Situ Observations. IGARSS 2021: 6311-6314 - [c23]Guy J.-P. Schumann, Paolo Campanella, Alberto Tasso, Laura Giustarini, Patrick Matgen, Marco Chini, Lucien Hoffmann:
An Online Platform for Fully-Automated EO Processing Workflows for Developers and End-Users Alike. IGARSS 2021: 8656-8659 - 2020
- [c22]Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Christian Bossung, Paolo Campanella, Roberto Rudari, Philippe Bally:
Systematic and Automatic Large-Scale Flood Monitoring System Using Sentinel-1 SAR Data. IGARSS 2020: 3251-3254 - [c21]Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen:
The Role of Co- and Cross-Polarizations Insar Coherences in Mapping Flooded Urban Areas. IGARSS 2020: 3255-3258 - [c20]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez:
Monitoring Changes in the Coastal Environment Based on SAR Sentinel-1 Time-Series. IGARSS 2020: 6666-6669 - [i2]Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier:
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR abs/2012.03731 (2020)
2010 – 2019
- 2019
- [j17]Marco Chini, Ramona Pelich, Luca Pulvirenti, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen:
Sentinel-1 InSAR Coherence to Detect Floodwater in Urban Areas: Houston and Hurricane Harvey as A Test Case. Remote. Sens. 11(2): 107 (2019) - [j16]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden:
Large-Scale Automatic Vessel Monitoring Based on Dual-Polarization Sentinel-1 and AIS Data. Remote. Sens. 11(9): 1078 (2019) - [c19]Marco Chini, Renaud Hostache, Ramona Pelich, Patrick Matgen, Luca Pulvirenti, Nazzareno Pierdicca:
Probabilistic Urban Flood Mapping Using SAR Data. IGARSS 2019: 4643-4645 - [c18]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Carlos López-Martínez, Miguel Nuevo, Philippe Ries, Gerd Eiden, Willibald Croi:
Advancements for Sentinel-1 Based Vessel Monitoring: Dual-Polarization Detection and SAR-Based Coastline Detection. IGARSS 2019: 5030-5032 - [c17]Jie Zhao, Marco Chini, Patrick Matgen, Renaud Hostache, Ramona Pelich, Wolfgang Wagner:
An Automatic SAR-Based Change Detection Method for Generating Large-Scale Flood Data Records: The UK as a Test Case. IGARSS 2019: 6138-6141 - [i1]Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier:
Extracting localized information from a Twitter corpus for flood prevention. CoRR abs/1903.04748 (2019) - 2018
- [j15]Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez:
Towards a 20 m Global Building Map from Sentinel-1 SAR Data. Remote. Sens. 10(11): 1833 (2018) - [c16]Ramona Pelich, Carlos López-Martínez, Marco Chini, Renaud Hostache, Patrick Matgen, Philippe Ries, Gerd Eiden:
Exploring Dual-Polarimetic Descriptors for Sentinel-L Based Ship Detection. IGARSS 2018: 2404-2407 - [c15]Stefan Schlaffer, Marco Chini, Ronald Pöppl, Renaud Hostache, Patrick Matgen:
Monitoring of Inundation Dynamics in the North-American Prairie Pothole Region using Sentinel-1 Time Series. IGARSS 2018: 6588-6591 - [c14]Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen, Carlos López-Martínez:
Polarimetric and Multitemporal Information Extracted from Sentinel-1 Sar Data to Map Buildings. IGARSS 2018: 8132-8134 - [c13]Marco Chini, Luca Pulvirenti, Ramona Pelich, Nazzareno Pierdicca, Renaud Hostache, Patrick Matgen:
Monitoring Urban Floods Using SAR Interferometric Observations. IGARSS 2018: 8785-8788 - 2017
- [j14]Stefan Schlaffer, Marco Chini, Laura Giustarini, Patrick Matgen:
Probabilistic mapping of flood-induced backscatter changes in SAR time series. Int. J. Appl. Earth Obs. Geoinformation 56: 77-87 (2017) - [j13]Marco Chini, Renaud Hostache, Laura Giustarini, Patrick Matgen:
A Hierarchical Split-Based Approach for Parametric Thresholding of SAR Images: Flood Inundation as a Test Case. IEEE Trans. Geosci. Remote. Sens. 55(12): 6975-6988 (2017) - [c12]Ramona Pelich, Marco Chini, Renaud Hostache, Patrick Matgen, Jose Manuel Delgado, Giovanni Sabatino:
Towards a global flood frequency map from SAR data. IGARSS 2017: 4024-4027 - [c11]Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Giuseppe Squicciarino, Valerio Basso, Flavio Pignone, Nazzareno Pierdicca:
Exploiting Sentinel 1 data for improving (flash) flood modelling via data assimilation techniques. IGARSS 2017: 4939-4942 - [c10]Marco Chini, Ramona Pelich, Renaud Hostache, Patrick Matgen:
Built-up areas mapping at global scale based on adaptive parametric thresholding of Sentinel-1 intensity & coherence time series. MultiTemp 2017: 1-4 - [c9]Jose Manuel Delgado, Giovanni Sabatino, Roberto Cuccu, Giancarlo Rivolta, Ramona Pelich, Patrick Matgen, Marco Chini, Mattia Marconcini:
Support for Multi-temporal and Multi-mission data processing: The ESA Research and Service Support. MultiTemp 2017: 1-4 - 2016
- [j12]Laura Giustarini, Renaud Hostache, Dmitri Kavetski, Marco Chini, Giovanni Corato, Stefan Schlaffer, Patrick Matgen:
Probabilistic Flood Mapping Using Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. 54(12): 6958-6969 (2016) - [c8]Luca Cenci, Luca Pulvirenti, Giorgio Boni, Marco Chini, Patrick Matgen, Simone Gabellani, Lorenzo Campo, Francesco Silvestro, Cosimo Versace, Paolo Campanella, Laura Candela:
Satellite soil moisture assimilation: Preliminary assessment of the sentinel 1 potentialities. IGARSS 2016: 3098-3101 - [c7]Marco Chini, Patrick Matgen:
Two-step approach based on statistical modelling to map buildings at global scale using sentinel-1 SAR data. IGARSS 2016: 7342-7345 - [c6]Marco Chini, Asterios Papastergios, Luca Pulvirenti, Nazzareno Pierdicca, Patrick Matgen, Issaak S. Parcharidis:
SAR coherence and polarimetric information for improving flood mapping. IGARSS 2016: 7577-7580 - [c5]Patrick Matgen, Laura Giustarini, Marco Chini, Renaud Hostache, Melissa Wood, Stefan Schlaffer:
Creating a water depth map from SAR flood extent and topography data. IGARSS 2016: 7635-7638 - 2015
- [j11]Laura Giustarini, Hilde Vernieuwe, Jan Verwaeren, Marco Chini, Renaud Hostache, Patrick Matgen, Niko E. C. Verhoest, Bernard De Baets:
Accounting for image uncertainty in SAR-based flood mapping. Int. J. Appl. Earth Obs. Geoinformation 34: 70-77 (2015) - [j10]Stefan Schlaffer, Patrick Matgen, Markus Hollaus, Wolfgang Wagner:
Flood detection from multi-temporal SAR data using harmonic analysis and change detection. Int. J. Appl. Earth Obs. Geoinformation 38: 15-24 (2015) - [j9]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): 14200-14226 (2015) - 2014
- [j8]Miriam Machwitz, Laura Giustarini, Christian Bossung, David Frantz, Martin Schlerf, Holger Lilienthal, Loise Wandera, Patrick Matgen, Lucien Hoffmann, Thomas Udelhoven:
Enhanced biomass prediction by assimilating satellite data into a crop growth model. Environ. Model. Softw. 62: 437-453 (2014) - [c4]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: 2394-2396 - [c3]Giovanni Corato, Patrick Matgen, Fabrizio Fenicia, Stefan Schlaffer, Marco Chini:
Assimilating satellite-derived soil moisture products into a distributed hydrological model. IGARSS 2014: 3315-3318 - 2013
- [j7]Laura Giustarini, Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Paul D. Bates, David C. Mason:
A Change Detection Approach to Flood Mapping in Urban Areas Using TerraSAR-X. IEEE Trans. Geosci. Remote. Sens. 51(4-2): 2417-2430 (2013) - 2012
- [j6]Renaud Hostache, Patrick Matgen, Wolfgang Wagner:
Change detection approaches for flood extent mapping: How to select the most adequate reference image from online archives? Int. J. Appl. Earth Obs. Geoinformation 19: 205-213 (2012) - [j5]Teodosio Lacava, Patrick Matgen, Luca Brocca, Marco Bittelli, Nicola Pergola, Tommaso Moramarco, Valerio Tramutoli:
A First Assessment of the SMOS Soil Moisture Product With In Situ and Modeled Data in Italy and Luxembourg. IEEE Trans. Geosci. Remote. Sens. 50(5-1): 1612-1622 (2012) - [c2]Teodosio Lacava, Luca Brocca, Mariapia Faruolo, Patrick Matgen, Tommaso Moramarco, Nicola Pergola, Valerio Tramutoli:
A multi-sensor (SMOS, AMSR-E and ASCAT) satellite-based soil moisture products inter-comparison. IGARSS 2012: 1135-1138
2000 – 2009
- 2009
- [j4]Renaud Hostache, Patrick Matgen, Guy J.-P. Schumann, Christian Puech, Lucien Hoffmann, Laurent Pfister:
Water Level Estimation and Reduction of Hydraulic Model Calibration Uncertainties Using Satellite SAR Images of Floods. IEEE Trans. Geosci. Remote. Sens. 47(2): 431-441 (2009) - 2008
- [j3]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): 810-813 (2008) - [c1]Sonia Heitz, Patrick Matgen, Guy J.-P. Schumann, Laurent Pfister:
Active and Passive Microwave Sensors as a Tool to Monitor Soil Moisture Over Winter. IGARSS (2) 2008: 773-776 - 2007
- [j2]Patrick Matgen, Guy J.-P. Schumann, Jean-Baptiste Henry, Lucien Hoffmann, Laurent Pfister:
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 9(3): 247-263 (2007) - [j1]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): 1715-1725 (2007)
Coauthor Index
[j28] [j27] [c36] [c35] [c34] [c33] [i3] [j26] [j25] [j24] [c32] [c31] [j23] [j22] [c30] [c29] [j21] [j20] [j19] [j18] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [i2] [j17] [j16] [c19] [c18] [c17] [i1] [j15] [c16] [c15] [c14] [c13] [j14] [j13] [c12] [c11] [c10] [c9] [j12] [c8] [c7] [c6] [c5] [j11] [j9] [c4] [c3]
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