Atmospheric and Hydrospheric Sciences (A)
Session Sub-category Complex & General(CG)
Session ID A-CG65
Title Modeling volcanic gas and tephra dispersion in the HPC Era: from local-scale to global
Short Title HPC in volcanic products dispersal
Main Convener Name Beatriz Martinez Montesinos
Affiliation Istituto Nazionale di Geofisica e Vulcanologia, Bologna, Italy
Co-Convener 1 Name Silvia Massaro
Affiliation 1
Co-Convener 2 Name Magfira Syarifuddin
Affiliation University of Toyama
Co-Convener 3 Name Claudia Corradino
Affiliation
Co-Convener 4 Name Laura Sandri
Affiliation Istituto Nazionale di Geofisica e Vulcanologia
Co-Convener 5 Name Kosei Takishita
Affiliation Sakurajima Volcano Observatory, Disaster Prevention Research Institute, Kyoto University
Session Language
E
Scope
Nowadays, volcanic gas and ash dispersion modeling has entered a new phase, where the High-Performance Computing (HPC) is no longer a computational tool, but a key component for improving the present-day volcanological knowledge. In particular, it enhances operational forecast systems for dispersal of SO2 emissions and tephra fallout at long- and short-term scales. The integration of dispersion models with real-time satellite retrievals and in situ monitoring enables continuous model calibration and uncertainty reduction through inversion and data assimilation techniques. This session collects original studies from this area that significantly benefits from HPC-enabled workflows. 
Presentation Format Oral and Poster presentation
Invited Authors Yujiro J. Suzuki (Earthquake Research Institute, The University of Tokyo)
Claudia Sanchez (University of Bologna)
Alejandra Guerrero Lopez (Geociencias Barcelona (CSIC))
Time Presentation No Title Presenter
Oral Presentation May 25 PM2
15:30 - 15:45 ACG65-01 Computational fluid dynamics modeling of volcanic eruption clouds and tephra transport Yujiro J. Suzuki
15:45 - 16:00 ACG65-02 Linking laboratory insights, numerical models, and HPC for volcanic gas and tephra dispersion Claudia Sanchez
16:00 - 16:15 ACG65-03 A Service-Oriented Framework for European Tephra Hazard Mapping Using Energy-Based PDFs and HPC Workflows Alejandra Guerrero
16:15 - 16:30 ACG65-04 High-Temporal Resolution Radar Constraints for HPC-Based Ash Source Characterization: The 2018 Sinabung Eruption Magfira Syarifuddin
16:30 - 16:45 ACG65-05 Advanced HPC-enabled approaches to study impacts of SO2 volcanic emissions in atmosphere at local and global scale Eleonora Amato
16:45 - 17:00 ACG65-06 A Multi-Sensor Machine Learning Framework for Global Volcanic Cloud Monitoring Federica Torrisi
Presentation No Title Presenter
Poster Presentation May 25 PM3
ACG65-P01 Modelling persistent gas dispersion from Nyiragongo and Nyamuragira volcanoes using numerical modeling and satellite data Silvia Massaro
ACG65-P02 Reconstructing Aso-4 Eruption Source Parameters via Ensemble Based Assimilation of Tephra Deposit Data Beatriz Martinez Montesinos
ACG65-P03 A Diffusion Model of a Uniform-Sized Ash Finger in the Atmosphere Kosei Takishita
ACG65-P04 Towards the European tephra hazard map Arnau Folch
ACG65-P05 A Cloud-Based Tool for Global Detection and Quantification of Volcanic SO2 Plumes Using TROPOMI and Machine Learning approach Simona Cariello