A deep neural networks approach to automatic recognition systems for volcano-seismic events M Titos, A Bueno, L Garcia, C Benitez IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 116 | 2018 |
Detection and classification of continuous volcano-seismic signals with recurrent neural networks M Titos, A Bueno, L García, MC Benítez, J Ibañez IEEE Transactions on Geoscience and Remote Sensing 57 (4), 1936-1948, 2018 | 106 | 2018 |
Classification of isolated volcano-seismic events based on inductive transfer learning M Titos, A Bueno, L García, C Benítez, JC Segura IEEE Geoscience and Remote Sensing Letters 17 (5), 869-873, 2019 | 53 | 2019 |
The eruption in Fagradalsfjall (2021, Iceland): how the operational monitoring and the volcanic hazard assessment contributed to its safe access S Barsotti, MM Parks, MA Pfeffer, BA Óladóttir, T Barnie, MM Titos, ... Natural Hazards 116 (3), 3063-3092, 2023 | 44 | 2023 |
APASVO: a free software tool for automatic P-phase picking and event detection in seismic traces JE Romero, M Titos, Á Bueno, I Álvarez, L García, Á de la Torre, ... Computers & Geosciences 90, 213-220, 2016 | 30 | 2016 |
PICOSS: Python interface for the classification of seismic signals A Bueno, L Zuccarello, A Díaz-Moreno, J Woollam, M Titos, C Benítez, ... Computers & geosciences 142, 104531, 2020 | 28 | 2020 |
Advances on the automatic estimation of the P-wave onset time. L García, I Álvarez, C Benítez, M Titos, Á Bueno, S Mota, A De la Torre, ... Annals of Geophysics, 2016 | 27 | 2016 |
TOMO-ETNA experiment at Etna volcano: activities on land JM Ibáñez, A Díaz-Moreno, J Prudencio, D Patené, L Zuccarello, ... Annals of Geophysics 59 (4), 2016 | 23 | 2016 |
Long-term hazard assessment of explosive eruptions at Jan Mayen (Norway) and implications for air traffic in the North Atlantic M Titos, B Martínez Montesinos, S Barsotti, L Sandri, A Folch, L Mingari, ... Natural Hazards and Earth System Sciences 22 (1), 139-163, 2022 | 19* | 2022 |
The EU Center of Excellence for Exascale in Solid Earth (ChEESE): Implementation, results, and roadmap for the second phase A Folch, C Abril, M Afanasiev, G Amati, M Bader, RM Badia, HB Bayraktar, ... Future Generation Computer Systems 146, 47-61, 2023 | 16 | 2023 |
Advanced signal recognition methods applied to seismo-volcanic events from Planchon Peteroa Volcanic Complex: Deep Neural Network classifier VL Martínez, M Titos, C Benítez, G Badi, JA Casas, VHO Craig, JM Ibáñez Journal of South American Earth Sciences 107, 103115, 2021 | 16 | 2021 |
Continuous active learning for seismo-volcanic monitoring A Bueno, M Titos, C Benítez, JM Ibáñez IEEE geoscience and remote sensing letters 19, 1-5, 2021 | 15 | 2021 |
Satellite derived SO2 emissions from the relatively low-intensity, effusive 2021 eruption of Fagradalsfjall, Iceland B Esse, M Burton, C Hayer, MA Pfeffer, S Barsotti, N Theys, T Barnie, ... Earth and Planetary Science Letters 619, 118325, 2023 | 12 | 2023 |
Classification of volcano-seismic signals with Bayesian neural networks A Bueno, M Titos, L García, I Álvarez, J Ibañez, C Benítez 2018 26th European Signal Processing Conference (EUSIPCO), 2295-2299, 2018 | 9 | 2018 |
Toward knowledge extraction in classification of volcano-seismic events: Visualizing hidden states in recurrent neural networks M Titos, L García, M Kowsari, C Benítez IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 8 | 2022 |
Automatic S-phase picking for volcano-tectonic earthquakes using spectral dissimilarity analysis L García, G Alguacil, M Titos, O Cocina, A De la Torre, C Benítez IEEE Geoscience and Remote Sensing Letters 17 (5), 874-878, 2019 | 8 | 2019 |
Automatic detection of long period events based on subband-envelope processing L Garcıa, I Alvarez, M Titos, A Dıaz-Moreno, MC Benıtez, Á de la Torre IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 8 | 2017 |
Volcanic plume height monitoring using calibrated web cameras at the Icelandic Meteorological Office: system overview and first application during the 2021 Fagradalsfjall eruption T Barnie, T Hjörvar, M Titos, EM Sigurðsson, SK Pálsson, B Bergsson, ... Journal of Applied Volcanology 12 (1), 4, 2023 | 6 | 2023 |
Volcanic early warning using Shannon entropy: Multiple cases of study P Rey‐Devesa, C Benítez, J Prudencio, L Gutiérrez, G Cortés‐Moreno, ... Journal of Geophysical Research: Solid Earth 128 (6), e2023JB026684, 2023 | 5 | 2023 |
Multi-station volcano tectonic earthquake monitoring based on transfer learning M Titos, L Gutiérrez, C Benítez, P Rey Devesa, I Koulakov, JM Ibáñez Frontiers in Earth Science 11, 1204832, 2023 | 4 | 2023 |