Modelling landslide susceptibility prediction: A review and construction of semi-supervised imbalanced theory
- Creator: Huang, Faming , Xiong, Haowen , Jiang, Shui-Hua , Yao, Chi , Fan, Xuanmei , Catani, Filippo , Chang, Zhilu , Zhou, Xiaoting , Huang, Jinsong , Liu, Keji
- Resource Type: journal article
- Date: 2024
Modelling Uncertainties and Sensitivity Analysis of Landslide Susceptibility Prediction under Different Environmental Factor Connection Methods and Machine Learning Models
- Creator: Huang, Faming , Xiong, Haowen , Zhou, Xiaoting , Catani, Filippo , Huang, Jinsong
- Resource Type: journal article
- Date: 2024
Uncertainties in landslide susceptibility prediction modeling: A review on the incompleteness of landslide inventory and its influence rules
- Creator: Huang, Faming , Mao, Daxiong , Jiang, Bingchen , Li, Yijing , Jiang, Shui-Hua , Zhou, Chuangbing , Fan, Xuanmei , Zeng, Ziqiang , Catani, Filippo , Yu, Changshi , Chang, Zhilu , Huang, Jinsong
- Resource Type: journal article
- Date: 2024
Uncertainties of Landslide Susceptibility Prediction Modeling: Influence of Different Selection Methods of “Non-landslide Samples”
- Creator: Huang, Faming , Zeng, Shiyi , Yao, Chi , Xiong, Haowen , Fan, Xuanmei , Huang, Jinsong
- Resource Type: journal article
- Date: 2024
Uncertainties of landslide susceptibility prediction: Influences of different study area scales and mapping unit scales
- Creator: Huang, Faming , Cao, Yu , Li, Wenbin , Catani, Filippo , Song, Guquan , Huang, Jinsong , Yu, Changshi
- Resource Type: journal article
- Date: 2024
Uncertainties of landslide susceptibility prediction: Influences of random errors in landslide conditioning factors and errors reduction by low pass filter method
- Creator: Huang, Faming , Teng, Zuokui , Yao, Chi , Jiang, Shui-Hua , Catani, Filippo , Chen, Wei , Huang, Jinsong
- Resource Type: journal article
- Date: 2024
An updating of landslide susceptibility prediction from the perspective of space and time
- Creator: Chang, Zhilu , Huang, Faming , Huang, Jinsong , Jiang, Shui-Hua , Liu, Yuting , Meena, Sansar Raj , Catani, Filippo
- Resource Type: journal article
- Date: 2023
Slope stability prediction based on a long short-term memory neural network: comparisons with convolutional neural networks, support vector machines and random forest models
- Creator: Huang, Faming , Xiong, Haowen , Chen, Shixuan , Lv, Zhitao , Huang, Jinsong , Chang, Zhilu , Catani, Filippo
- Resource Type: journal article
- Date: 2023
Slope Unit Extraction and Landslide Susceptibility Prediction Using Multi-scale Segmentation Method
- Creator: Chang, Zhilu , Huang, Faming , Jiang, Shuihua , Zhang, Yinlang , Zhou, Chuangbing , Huang, Jinsong
- Resource Type: journal article
- Date: 2023
Uncertainties of landslide susceptibility prediction considering different landslide types
- Creator: Huang, Faming , Xiong, Haowen , Yao, Chi , Catani, Filippo , Zhou, Chuangbing , Huang, Jinsong
- Resource Type: journal article
- Date: 2023
Uncertainties of landslide susceptibility prediction: Influences of different spatial resolutions, machine learning models and proportions of training and testing dataset
- Creator: Huang, Faming , Teng, Zuokui , Guo, Zizheng , Catani, Filippo , Huang, Jinsong
- Resource Type: journal article
- Date: 2023
Uncertainty analysis of non-landslide sample selection in landslide susceptibility prediction using slope unit-based machine learning models
- Creator: Chang, Zhilu , Huang, Jinsong , Huang, Faming , Bhuyan, Kushanav , Meena, Sansar Raj , Catani, Filippo
- Resource Type: journal article
- Date: 2023
Influence of heavy rainfall and different slope cutting conditions on stability changes in red clay slopes: a case study in South China
- Creator: Huang, Faming , Tang, Chenhui , Jiang, Shui-Hua , Liu, Weiping , Chen, Na , Huang, Jinsong
- Resource Type: journal article
- Date: 2022
Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies
- Creator: Huang, Faming , Tao, Siyu , Li, Deying , Lian, Zhipeng , Catani, Filippo , Huang, Jinsong , Li, Kailong , Zhang, Chuhong
- Resource Type: journal article
- Date: 2022
Landslide susceptibility prediction using an incremental learning Bayesian Network model considering the continuously updated landslide inventories
- Creator: Huang, Faming , Ye, Zhou , Zhou, Xiaoting , Huang, Jinsong , Zhou, Chuangbing
- Resource Type: journal article
- Date: 2022
Landslide susceptibility prediction using slope unit-based machine learning models considering the heterogeneity of conditioning factors
- Creator: Chang, Zhilu , Catani, Filippo , Huang, Faming , Liu, Gengzhe , Meena, Sansar Raj , Huang, Jinsong , Zhou, Chuangbing
- Resource Type: journal article
- Date: 2022
Logistic Regression Fitting of Rainfall-Induced Landslide Occurrence Probability and Continuous Landslide Hazard Prediction Modelling
- Creator: Huang, Faming , Chen, Jiawu , Fan, Xuanmei , Huang, Jinsong , Zhou, Chuangbing
- Resource Type: journal article
- Date: 2022
Regional rainfall-induced landslide hazard warning based on landslide susceptibility mapping and a critical rainfall threshold
- Creator: Huang, Faming , Chen, Jiawu , Liu, Weiping , Huang, Jinsong , Hong, Haoyuan , Chen, Wei
- Resource Type: journal article
- Date: 2022
The uncertainty of landslide susceptibility prediction modeling: suitability of linear conditioning factors
- Creator: Huang, Faming , Pan, Lilan , Fan, Xuanmei , Jiang, Shui-Hua , Huang, Jinsong , Zhou, Chuangbing
- Resource Type: journal article
- Date: 2022
Uncertainty pattern in landslide susceptibility prediction modelling: Effects of different landslide boundaries and spatial shape expressions
- Creator: Huang, Faming , Yan, Jun , Fan, Xuanmei , Yao, Chi , Huang, Jinsong , Chen, Wei , Hong, Haoyuan
- Resource Type: journal article
- Date: 2022