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The Adoption of Random Forest (RF) and Support Vector Machine (SVM) with Cat Swarm Optimization (CSO) to Predict the Soil Liquefaction
In this study, post-liquefaction Standard penetration test (SPT) data from the Chi-Chi earthquake was collected and included into a Random Forest... -
An Ensemble of J48 Decision Tree with AdaBoost and Bagging for Flood Susceptibility Map** in the Sundarbans of West Bengal, India
Flood is a widespread geomorphic hazard that causes an immense destruction not only in physical terms but also mentally, socially, and economically.... -
An Advanced Hybrid Machine Learning Technique for Assessing the Susceptibility to Landslides in the Upper Meenachil River Basin of Kerala, India
The ambition of the current study was to generate landslide susceptibility maps (LSMs) for the Meenachil river basin’s upper catchment using the... -
Spatial Flash Flood Modeling in the Beas River Basin of Himachal Pradesh, India, Using GIS-Based Machine Learning Algorithms
Flash flood is a significant issue in the Beas river basin. The main objectives of this study are to map flash flood susceptibility (FFS) in the Beas... -
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Sendai Framework Voluntary Commitments: Monitoring Landslide Stakeholders’ Contributions
Disasters caused by landslides have continued to occur in recent years resulting in loss of lives and livelihoods around the world. To prevent such... -
Mud-Mark-Based Estimations of Mass-Wasting Processes Caused by the 2008 Iwate-Miyagi Nairiku Earthquake, Japan
A 7.2 Magnitude (Moment Magnitude Mw: 6.8) earthquake occurred in the south inland of Iwate prefecture at 8:43 JST on June 14, 2008. Its epicenter... -
Emerging Seismicity Trends Linked to Catastrophic Landslides Behavior in Sri Lanka
Sri Lanka was historically not known to be situated in a seismic hotspot. However, in 2022, the island nation experienced seven earthquakes, and in... -
Landslide Prediction Model Based Upon Intelligent Processing of Multi-Point Monitoring Information: A Review
The construction of landslide displacement prediction model is crucial and effective in landslide prevention and mitigation. Intelligent processing... -
Spatio-Temporal Distribution of Rainfall-Induced Landslides in Nicaragua (2000–2022): Preliminary Insights to Communicate Landslide Disaster Risk
Nicaragua’s location in the tropics makes it highly susceptible to tropical cyclones, with 22 such events causing significant damage between 1971 and... -
Assessing the Potential Rapid and Long Travelling Landslides in Sri Lanka: A Case Study of Athwelthota Landslide
Landslides are a significant natural hazard in Sri Lanka, causing colossal damage to infrastructure, property, and loss of life. The country is... -
Global Promotion of Understanding and Reducing Landslide Disaster Risk: Two Years on P-LRT
This article presents an overview and a concise review of a global promotion of understanding and reducing landslide disaster risk, based on 2 years... -
Experimental Study on Residual Shear Strength of Soil Using Undrained Ring Shear Apparatus
In general, studies of residual shear strength are minimal for soils on landslide-prone slopes in Sri Lanka. This study focuses on determining the... -
An Integration of the Fractal Method and the Statistical Index Method for Map** Landslide Susceptibility
Appropriate land use planning and the sustainable development of residential communities play a crucial role in the development of mountainous... -
Assessment of Climate Change Impact on Landslides in Darjeeling District of West Bengal: A Geospatial, Geostatistical and Ecosystem Service Based Approach
The climate system of the earth is definitely warming. That environment changes influence the steadiness of regular and designed slants and have... -
Landslide Susceptibility Map Showing the Spatial Relationship Between Various Landslide Factors and Landslide Using Remote Sensing and GIS-Based Frequency Ratio Method in Chamoli District, Uttarakhand, India
Landslides are common in Uttarakhand state due to many geo-environmental variables. The main objective of this study is to produce a landslide... -
Landslide Risk Assessment, Awareness, and Risk Mitigation: Case Studies and Major Insights
Landslide is one of the major environmental disasters which affects both our natural ecosystems and human well-being. Therefore, a comprehensive... -
Landslide Susceptibility Map** by Using Geospatial Technique: Reference from Hofu City, Yamaguchi Prefecture, Japan
Hofu City in the southern part of Honshu Island, Japan, was hit by a severe landslide on July 21, 2009. This chapter aims to determine the sites... -
Landslide Hazard and Risk Management Framework for Alaknanda Basin in the Indian Himalayan Region
Landslides in the Indian Himalayan Region (IHR) primarily result from extreme precipitation events, distinctive topography, and inadequate soil and... -
Community-Based Landslide Disaster Mitigation on the Northern Slope of “Telaga Lele” Hill, Banjarnegara Regency, Indonesia
This chapter will present community-based landslide disaster mitigation on the northern slopes of the “Telaga Lele” hill, Banjarnegara Regency,...