Optimization method of conditioning factors selection and combination for landslide susceptibility prediction
- Creator: Huang, Faming , Liu, Keji , Jiang, Shuihua , Catani, Filippo , Liu, Weiping , Fan, Xuanmei , Huang, Jinsong
- Resource Type: journal article
- Date: 2025
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
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
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
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 study of landslide susceptibility prediction considering the different attribute interval numbers of environmental factors and different data-based models
- Creator: Huang, Faming , Ye, Zhou , Jiang, Shui-Hua , Huang, Jinsong , Chang, Zhilu , Chen, Jiawu
- Resource Type: journal article
- Date: 2021
A deep learning algorithm using a fully connected sparse autoencoder neural network for landslide susceptibility prediction
- Creator: Huang, Faming , Zhang, Jing , Zhou, Chuangbing , Wang, Yuhao , Huang, Jinsong , Zhu, Li
- Resource Type: journal article
- Date: 2020
Landslide susceptibility prediction based on a semi-supervised multiple-layer perceptron model
- Creator: Huang, Faming , Cao, Zhongshan , Jiang, Shui-Hua , Zhou, Chuangbing , Huang, Jinsong , Guo, Zizheng
- Resource Type: journal article
- Date: 2020
Landslide susceptibility prediction considering regional soil erosion based on machine-learning models
- Creator: Huang, Faming , Chen, Jiawu , Du, Zhen , Yao, Chi , Huang, Jinsong , Jiang, Qinghui , Chang, Zhilu , Li, Shu
- Resource Type: journal article
- Date: 2020
Landslide susceptibility prediction modeling based on remote sensing and a novel deep learning algorithm of a cascade-parallel recurrent neural network
- Creator: Zhu, Li , Huang, Lianghao , Fan, Linyu , Huang, Jinsong , Huang, Faming , Chen, Jiawu , Zhang, Zihe , Wang, Yuhao
- Resource Type: journal article
- Date: 2020
Uncertainties of Landslide Susceptibility Prediction: Different Attribute Interval Divisions of Environmental Factors and Different Data-Based Models
- Creator: Huang, Faming , Ye, Zhou , Yao, Chi , Li, Yuanyao , Yin, Kunlong , Huang, Jinsong , Jiang, Qinghui
- Resource Type: journal article
- Date: 2020