Overcoming data scarcity for probabilistic eruption forecasting at data-limited volcanoes

• Main Author: Burgos, Vanesa
• 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/10356/166192
• Institution: Nanyang Technological University

Data scarcity is one of the main sources of uncertainty in eruption forecasting. Due to multiple factors, such as the location or the poor preservation of deposits, numerous volcanoes have incomplete records of eruptions. In this thesis, I explore statistical approaches to overcome data scarcity whe...