New insights into volcanic ash: database creation and exploitation with machine learning

• Main Author: Benet, Damià
• Other Authors: Susanna Jenkins
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Geology::Volcanoes and earthquakes
• Online Access: https://hdl.handle.net/10356/166396
• Institution: Nanyang Technological University

A central challenge in volcanology is to anticipate the most likely outcome of a restless volcano. The main approach to address this problem has been monitoring the geophysical and geochemical signals that may warn of an impending eruption. However, interpretation of the processes driving the activi...