Tsunami fragility functions (TFF) are statistical models that relate a tsunami intensity measure to a given building damage state, expressed as cumulative probability. Advances …
The present study proposes an MPM (material point method)–FEM (finite element method) hybrid analysis method for simulating granular mass–water interaction problems, in which …
Tephra from large explosive eruptions can cause damage to buildings over wide geographical areas, creating a variety of issues for post-eruption recovery. This means that …
MG Cilia, WD Mooney, C Nugroho - Pure and Applied Geophysics, 2021 - Springer
A devastating Mw 7.5 earthquake and tsunami struck northwestern Sulawesi, Indonesia on 28 September 2018, causing over 4000 fatalities and severe damage to several areas in …
Applications of machine learning on remote sensing data appear to be endless. Its use in damage identification for early response in the aftermath of a large-scale disaster has a …
Previous applications of machine learning in remote sensing for the identification of damaged buildings in the aftermath of a large-scale disaster have been successful …
Indonesia has experienced several tsunamis triggered by seismic and non-seismic (ie, landslides) sources. These events damaged or destroyed coastal buildings and …
VV Titov - Pure and Applied Geophysics, 2021 - Springer
Within 4 months of 2018, two fatal tsunamis struck islands of Indonesia with ferocity that astonished local population, tsunami warning systems and scientists. For both of these …
The present work proposes a simulation-based Bayesian method for parameter estimation and fragility model selection for mutually exclusive and collectively exhaustive (MECE) …