Publicaciones (25) Publicaciones de MANUEL MARCELINO TITOS LUZÓN

2024

  1. SO2 emission rates and incorporation into the air pollution dispersion forecast during the 2021 eruption of Fagradalsfjall, Iceland

    Journal of Volcanology and Geothermal Research, Vol. 449

2023

  1. Assessing long-term tephra fallout hazard in southern Italy from Neapolitan volcanoes

    Natural Hazards and Earth System Sciences, Vol. 23, Núm. 6, pp. 2289-2311

  2. Classification & Clustering of Volcano-Seismic Events Using Supervised and Unsupervised Methods

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. 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, Vol. 15, Núm. 13

  4. Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing

    International Geoscience and Remote Sensing Symposium (IGARSS)

  5. Multi-station volcano tectonic earthquake monitoring based on transfer learning

    Frontiers in Earth Science, Vol. 11

  6. Satellite derived SO2 emissions from the relatively low-intensity, effusive 2021 eruption of Fagradalsfjall, Iceland

    Earth and Planetary Science Letters, Vol. 619

  7. The EU Center of Excellence for Exascale in Solid Earth (ChEESE): Implementation, results, and roadmap for the second phase

    Future Generation Computer Systems, Vol. 146, pp. 47-61

  8. The eruption in Fagradalsfjall (2021, Iceland): how the operational monitoring and the volcanic hazard assessment contributed to its safe access

    Natural Hazards, Vol. 116, Núm. 3, pp. 3063-3092

  9. Volcanic Early Warning Using Shannon Entropy: Multiple Cases of Study

    Journal of Geophysical Research: Solid Earth, Vol. 128, Núm. 6

  10. 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, Vol. 12, Núm. 1

2022

  1. Continuous Active Learning for Seismo-Volcanic Monitoring

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  2. Long-term hazard assessment of explosive eruptions at Jan Mayen (Norway) and implications for air traffic in the North Atlantic

    Natural Hazards and Earth System Sciences, Vol. 22, Núm. 1, pp. 139-163

  3. Toward Knowledge Extraction in Classification of Volcano-Seismic Events: Visualizing Hidden States in Recurrent Neural Networks

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 2311-2325

2021

  1. Advanced signal recognition methods applied to seismo-volcanic events from Planchon Peteroa Volcanic Complex: Deep Neural Network classifier

    Journal of South American Earth Sciences, Vol. 107

2020

  1. Automatic S-Phase Picking for Volcano-Tectonic Earthquakes Using Spectral Dissimilarity Analysis

    IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 5, pp. 874-878

  2. Classification of Isolated Volcano-Seismic Events Based on Inductive Transfer Learning

    IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 5, pp. 869-873

  3. PICOSS: Python Interface for the Classification of Seismic Signals

    Computers and Geosciences, Vol. 142

2019

  1. Detection and Classification of Continuous Volcano-Seismic Signals with Recurrent Neural Networks

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 4, pp. 1936-1948

2018

  1. A Deep Neural Networks Approach to Automatic Recognition Systems for Volcano-Seismic Events

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 5, pp. 1533-1544