Gonzalo Mateo-Garcia

19 papers C 8Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Artificial intelligence for methane detection: from continuous monitoring to verified mitigation. CoRR Anna Allen, Gonzalo Mateo-Garcia, Itziar Irakulis-Loitxate, Manuel Montesino San Martín, Marc Watine, James Requeima, Javier Gorroño, Cynthia Randles, Tharwat Mokalled, Luis Guanter, Richard E. Turner, Claudio Cifarelli, Manfredi Caltagirone
2024	J	`jnl`	AI for operational methane emitter monitoring from space. CoRR Anna Vaughan, Gonzalo Mateo-Garcia, Itziar Irakulis-Loitxate, Marc Watine, Pablo Fernandez-Poblaciones, Richard E. Turner, James Requeima, Javier Gorroño, Cynthia Randles, Manfredi Caltagirone, Claudio Cifarelli
2024	C	`conf`	Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes. IGARSS James Parr, Giacomo Acciarini, Chris Bridges, Gonzalo Mateo-Garcia, Enrique Portales Julia, Cormac Purcell, Vít Ruzicka, Anne Spalding, Josh Veitch-Michaelis
2021	J	`jnl`	Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation. CoRR Muhammed Razzak, Gonzalo Mateo-Garcia, Luis Gómez-Chova, Yarin Gal, Freddie Kalaitzis
2021	J	`jnl`	Unsupervised Change Detection of Extreme Events Using ML On-Board. CoRR Vít Ruzicka, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Chris Bridges, Gonzalo Mateo-Garcia, Valentina Zantedeschi
2020	J	`jnl`	Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion. CoRR Dolores Garcia, Gonzalo Mateo-Garcia, Hannes Bernhardt, Ron Hagensieker, Ignacio G. Lopez Francos, Jonathan Stock, Guy Schumann, Kevin Dobbs, Freddie Kalaitzis
2020	J	`jnl`	Retrieval of Case 2 Water Quality Parameters with Machine Learning. CoRR Ana B. Ruescas, Gonzalo Mateo-Garcia, Gustau Camps-Valls, Martin Hieronymi
2019	C	`conf`	Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection Over Landmarks. IGARSS Gonzalo Mateo-Garcia, José E. Adsuara, Adrián Pérez-Suay, Luis Gómez-Chova
2019	J	`jnl`	Flood Detection On Low Cost Orbital Hardware. CoRR Gonzalo Mateo-Garcia, Silviu Oprea, Lewis Smith, Josh Veitch-Michaelis, Guy Schumann, Yarin Gal, Atilim Günes Baydin, Dietmar Backes
2018	C	`conf`	Convolutional Neural Networks for Cloud Screening: Transfer Learning from Landsat-8 to Proba-V. IGARSS Gonzalo Mateo-Garcia, Luis Gómez-Chova
2018	J	`jnl`	Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data. Remote. Sens. Ana B. Ruescas, Martin Hieronymi, Gonzalo Mateo-Garcia, Sampsa S. Koponen, Kari Y. Kallio, Gustau Camps-Valls
2018	J	`jnl`	Multitemporal Cloud Masking in the Google Earth Engine. Remote. Sens. Gonzalo Mateo-Garcia, Luis Gómez-Chova, Julia Amorós-López, Jordi Muñoz-Marí, Gustau Camps-Valls
2018	C	`conf`	Optimizing Kernel Ridge Regression for Remote Sensing Problems. IGARSS Gonzalo Mateo-Garcia, Valero Laparra, Luis Gómez-Chova
2018	C	`conf`	Retrieval of Case 2 Water Quality Parameters with Machine Learning. IGARSS Ana B. Ruescas, Gonzalo Mateo-Garcia, Gustau Camps-Valls, Martin Hieronymi
2017	C	`conf`	Cloud detection machine learning algorithms for PROBA-V. IGARSS Luis Gómez-Chova, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Gustau Camps-Valls
2017	C	`conf`	Cloud detection on the Google Earth engine platform. IGARSS Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova
2017	C	`conf`	Convolutional neural networks for multispectral image cloud masking. IGARSS Gonzalo Mateo-Garcia, Luis Gómez-Chova, Gustau Camps-Valls
2017	—	`conf`	Fair Kernel Learning. ECML/PKDD (1) Adrián Pérez-Suay, Valero Laparra, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova, Gustau Camps-Valls
2017	—	`conf`	Proba-V cloud detection Round Robin: Validation results and recommendations. MultiTemp R. Q. Iannone, Fabrizio Niro, Philippe Goryl, Steffen Dransfeld, Bianca Hoersch, Kerstin Stelzer, Grit Kirches, M. Paperin, Carsten Brockmann, Luis Gómez-Chova, Gonzalo Mateo-Garcia, Rene Preusker, Jürgen Fischer, Umberto Amato, Carmine Serio, Ute Gangkofner, Béatrice Berthelot, Marian-Daniel Iordache, Luc Bertels, Erwin Wolters, Wouter Dierckx, Iskander Benhadj, Else Swinnen