Liquefaction potential assessment of soils using machine learning techniques: a state-of-the-art review from 1994–2021

K Jas, GR Dodagoudar - International Journal of Geomechanics, 2023 - ascelibrary.org
Abstract Machine learning (ML) has emerged as a powerful tool for prediction of systems
behavior in many engineering disciplines. A few applications of ML techniques are available …

Impact of communal irrigation on the 2018 Palu earthquake-triggered landslides

IM Watkinson, R Hall - Nature Geoscience, 2019 - nature.com
Anthropogenic changes to the environment can enhance earthquake-triggered landslides,
yet their role in earthquake disasters is often overlooked. Co-seismic landslides frequently …

Seismic performance of pile group-structure system in liquefiable and non-liquefiable soil from large-scale shake table tests

C Xu, P Dou, X Du, MH El Naggar, M Miyajima… - Soil Dynamics and …, 2020 - Elsevier
Observations from previous strong earthquakes reported severe damage of piles installed in
different soils, particularly liquefiable saturated sand deposits. This paper examines the …

Numerical analysis of LEAP centrifuge tests on sloping liquefiable ground: Influence of dilatancy and post-liquefaction shear deformation

B He, JM Zhang, W Li, R Wang - Soil Dynamics and Earthquake …, 2020 - Elsevier
Abstract The Liquefaction Experiments and Analysis Projects (LEAP) provides an
international collaboration platform to assess key aspects related to seismic induced soil …

A New -Based Liquefaction-Triggering Procedure for Gravelly Soils

KM Rollins, J Roy… - … of Geotechnical and …, 2022 - ascelibrary.org
Liquefaction assessment has primarily been performed using in situ penetration testing, but
this practice has become problematic for gravelly soils. For example, standard penetration …

[HTML][HTML] Synergic use of Sentinel-1 and Sentinel-2 data for automatic detection of earthquake-triggered landscape changes: A case study of the 2016 Kaikoura …

J Jelének, V Kopačková-Strnadová - Remote Sensing of Environment, 2021 - Elsevier
Earthquakes can trigger numerous landslides and cause other significant changes in the
landscape over large areas. This study presents a new processing scheme combining radar …

A new dynamic cone penetration test–based procedure for liquefaction triggering assessment of gravelly soils

KM Rollins, J Roy… - … of Geotechnical and …, 2021 - ascelibrary.org
Developing a reliable, cost-effective liquefaction triggering procedure for characterizing the
liquefaction potential of gravelly soils based on in situ penetration testing has always been a …

Evaluation and analysis of liquefaction potential of gravelly soils using explainable probabilistic machine learning model

K Jas, S Mangalathu, GR Dodagoudar - Computers and Geotechnics, 2024 - Elsevier
Majority of the presently available machine learning (ML) models employed to assess the
liquefaction potential of soils are for sands or sands containing silt fraction. In the current …

Economic and social reconnaissance: Kaikōura earthquake 2016

JR Stevenson, J Becker… - Bulletin of the New …, 2017 - bulletin.nzsee.org.nz
This paper provides a near-term reconnaissance of the economic and social impacts of the
November 14th, 2016 Kaikōura earthquakes and tsunami. The effect of this event on the …

[HTML][HTML] Changing significance of landslide Hazard and risk after the 2015 Mw 7.8 Gorkha, Nepal Earthquake

N Rosser, M Kincey, K Oven, A Densmore… - Progress in Disaster …, 2021 - Elsevier
Abstract The 2015 M w 7.8 Gorkha, Nepal Earthquake triggered in excess of 20,000
landslides across 14 districts of Central and Western Nepal. Whilst the instantaneous impact …