Review on landslide susceptibility map** using support vector machines
Y Huang, L Zhao - Catena, 2018 - Elsevier
Landslides are natural phenomena that can cause great loss of life and damage to property.
A landslide susceptibility map is a useful tool to help with land management in landslide …
A landslide susceptibility map is a useful tool to help with land management in landslide …
The role of discontinuities in the susceptibility, development, and runout of rock avalanches: a review
Rock avalanche is one of the most spectacular and catastrophic type of natural hazard
phenomena. Those events typically start with a giant rock block or multiple blocks becoming …
phenomena. Those events typically start with a giant rock block or multiple blocks becoming …
Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and map**
Commonly used data-driven models for landslide susceptibility prediction (LSP) can be
mainly classified as heuristic, general statistical or machine learning models. This study …
mainly classified as heuristic, general statistical or machine learning models. This study …
Landslide Susceptibility map** using random forest and extreme gradient boosting: A case study of Fengjie, Chongqing
W Zhang, Y He, L Wang, S Liu, X Meng - Geological Journal, 2023 - Wiley Online Library
Landslide susceptibility analysis can provide theoretical support for landslide risk
management. However, some susceptibility analyses are not sufficiently interpretable …
management. However, some susceptibility analyses are not sufficiently interpretable …
Landslide susceptibility map** using multiscale sampling strategy and convolutional neural network: A case study in Jiuzhaigou region
Landslides are one of the most widespread natural disasters and pose severe threats to
people, properties, and the environment in many areas. Landslide susceptibility map** …
people, properties, and the environment in many areas. Landslide susceptibility map** …
[HTML][HTML] Landslide susceptibility map** and dynamic response along the Sichuan-Tibet transportation corridor using deep learning algorithms
Landslides are one of the most serious natural hazards along the Sichuan-Tibet
transportation corridor, which crosses the most complicated region in the world in terms of …
transportation corridor, which crosses the most complicated region in the world in terms of …
Evaluating the application of the statistical index method in flood susceptibility map** and its comparison with frequency ratio and logistic regression methods
M Shafapour Tehrany, L Kumar… - … , Natural Hazards and …, 2019 - Taylor & Francis
Statistical methods are the most popular techniques to model and map flood-prone areas.
Although a wide range of statistical methods have been used, application of the statistical …
Although a wide range of statistical methods have been used, application of the statistical …
Uncertainty study of landslide susceptibility prediction considering the different attribute interval numbers of environmental factors and different data-based models
This paper aims to explore the influences of different attribute interval numbers (AINs) in the
frequency ratio (FR) analysis of continuous environmental factors and the influences of …
frequency ratio (FR) analysis of continuous environmental factors and the influences of …
Exploring effectiveness of frequency ratio and support vector machine models in storm surge flood susceptibility assessment: A study of Sundarban Biosphere …
Abstract The Sundarban Biosphere Reserve (SBR), which is one of the important coastal
regions of India, is vulnerable to storm surge hazards. It experiences storm surge flood of …
regions of India, is vulnerable to storm surge hazards. It experiences storm surge flood of …
[HTML][HTML] Uncertainties of landslide susceptibility prediction: influences of random errors in landslide conditioning factors and errors reduction by low pass filter method
In the existing landslide susceptibility prediction (LSP) models, the influences of random
errors in landslide conditioning factors on LSP are not considered, instead the original …
errors in landslide conditioning factors on LSP are not considered, instead the original …