Manuel Títos

Universidad de Granada — Spain

Computer Science · Physical Sciences

14h-index668citations59works3.22yr avg
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Research Topics

Seismology and Earthquake Studies(36), Seismic Waves and Analysis(18), Earthquake Detection and Analysis(17), earthquake and tectonic studies(13), Seismic Imaging and Inversion Techniques(9)

Publications59 total

Could seismo-volcanic catalogs be improved or created using weakly supervised approaches with pre-trained systems?
Natural hazards and earth system sciences·2025· 1 citedOpen Access
RNN‐DAS: A New Deep Learning Approach for Detection and Real‐Time Monitoring of Volcano‐Tectonic Events Using Distributed Acoustic Sensing
Journal of Geophysical Research Solid Earth·2025Open Access
Could seismo-volcanic catalogues be improved or created using weakly supervised approaches with pre-trained systems?
2025Open Access
Urban traffic monitoring through Distributed Acoustic Sensing: Trial analysis of a potent monitoring tool
Measurement·2025· 10 cited
Joint volcanic source term estimation and SO2 dispersion forecasting by combining model emulators, observations, and empirical relationships within a hierarchical Bayesian model.
2025Open Access
Volcano-Seismic Event Detection and Clustering
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 1 citedOpen Access
Multiparametric software for volcanic evolution characterization with a friendly architecture.
2024
Universal machine learning approach to volcanic eruption forecasting using seismic features
Frontiers in Earth Science·2024· 7 citedOpen Access
How can seismo-volcanic catalogues be improved or created using robust neural networks through weakly supervised approaches?
2024Open Access
Supplementary material to "How can seismo-volcanic catalogues be improved or created using robust neural networks through weakly supervised approaches?"
2024Open Access
SO2 emission rates and incorporation into the air pollution dispersion forecast during the 2021 eruption of Fagradalsfjall, Iceland
Journal of Volcanology and Geothermal Research·2024· 14 citedOpen Access
Long-Term Probabilistic Volcanic Hazard Assessment for Tephra Fallout from Neapolitan Volcanoes on Southern Italy
Advances in Science, Technology & Innovation/Advances in science, technology & innovation·2024
Dilated-RNNs: A Deep Approach for Continuous Volcano-Seismic Events Recognition
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 8 citedOpen Access
Satellite derived SO2 emissions from the relatively low-intensity, effusive 2021 eruption of Fagradalsfjall, Iceland
Earth and Planetary Science Letters·2023· 13 citedOpen Access
Multi-station volcano tectonic earthquake monitoring based on transfer learning
Frontiers in Earth Science·2023· 12 citedOpen Access
Classification & Clustering of Volcano-Seismic Events Using Supervised and Unsupervised Methods
2023· 1 cited
Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing
2023· 1 cited
Fiber Optic Acoustic Sensing to Understand and Affect the Rhythm of the Cities: Proof-of-Concept to Create Data-Driven Urban Mobility Models
Remote Sensing·2023· 9 citedOpen Access
Assessing long-term tephra fallout hazard in southern Italy from Neapolitan volcanoes
Natural hazards and earth system sciences·2023· 11 citedOpen Access
Volcanic plume height monitoring using calibrated web cameras at the Icelandic Meteorological Office: system overview and first application during the 2021 Fagradalsfjall eruption
Journal of Applied Volcanology·2023· 12 citedOpen Access
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Frequent Co-authors

Carmen Benı́tez(29), Jesús M. Ibáñez(15), Luz García(14), Sara Barsotti(12), Antonio Costa(11), Laura Sandri(11), Beatriz Martínez Montesinos(10), Ángel Bueno Rodríguez(9), Luciano Zuccarello(8), Talfan Barnie(7), Isaac Álvarez(7), Janire Prudencio(7), Jacopo Selva(7), Pablo Rey‐Devesa(7), Melissa Pfeffer(6), Arnau Folch(6), Giovanni Macedonio(6), Leonardo Mingari(6), Ligdamis Gutiérrez(6), Iván Koulakov(6)