Landslide Susceptibility Prediction Considering Regional Soil Erosion Based on Machine-Learning Models
出版年份 2020 全文链接
标题
Landslide Susceptibility Prediction Considering Regional Soil Erosion Based on Machine-Learning Models
作者
关键词
-
出版物
ISPRS International Journal of Geo-Information
Volume 9, Issue 6, Pages 377
出版商
MDPI AG
发表日期
2020-06-09
DOI
10.3390/ijgi9060377
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Landslide Susceptibility Prediction Based on Remote Sensing Images and GIS: Comparisons of Supervised and Unsupervised Machine Learning Models
- (2020) Zhilu Chang et al. Remote Sensing
- Temporal Probability Assessment and Its Use in Landslide Susceptibility Mapping for Eastern Bhutan
- (2020) Abhirup Dikshit et al. Water
- Landslide Susceptibility Prediction Modeling Based on Remote Sensing and a Novel Deep Learning Algorithm of a Cascade-Parallel Recurrent Neural Network
- (2020) Li Zhu et al. SENSORS
- Rainfall Induced Landslide Studies in Indian Himalayan Region: A Critical Review
- (2020) Abhirup Dikshit et al. Applied Sciences-Basel
- Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping
- (2020) Faming Huang et al. CATENA
- A Comparative Study of Statistics-Based Landslide Susceptibility Models: A Case Study of the Region Affected by the Gorkha Earthquake in Nepal
- (2019) Sansar Meena et al. ISPRS International Journal of Geo-Information
- Land use impacts on soil erosion and rejuvenation in Southern Brazil
- (2019) Veerle Vanacker et al. CATENA
- Regional Rainfall Warning System for Landslides with Creep Deformation in Three Gorges using a Statistical Black Box Model
- (2019) Zizheng Guo et al. Scientific Reports
- A deep learning algorithm using a fully connected sparse autoencoder neural network for landslide susceptibility prediction
- (2019) Faming Huang et al. Landslides
- A Novel Performance Assessment Approach using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest
- (2019) Sevgen et al. SENSORS
- Landslide Susceptibility Prediction Using Particle-Swarm-Optimized Multilayer Perceptron: Comparisons with Multilayer-Perceptron-Only, BP Neural Network, and Information Value Models
- (2019) Deying Li et al. Applied Sciences-Basel
- Identification of spatially distributed hotspots for soil loss and erosion potential in mining areas of Upper Damodar Basin – India
- (2019) Shivesh Kishore Karan et al. CATENA
- Prediction of soil water retention curve using Bayesian updating from limited measurement data
- (2019) Weiping Liu et al. APPLIED MATHEMATICAL MODELLING
- Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling
- (2019) Alireza Arabameri et al. CATENA
- Landslide spatial modelling using unsupervised factor optimisation and regularised greedy forests
- (2019) Maher Ibrahim Sameen et al. COMPUTERS & GEOSCIENCES
- Landslide Susceptibility and Soil Loss Estimates For Drift Creek Watershed, Lincoln County, Oregon
- (2019) David M. Korte et al. ENVIRONMENTAL & ENGINEERING GEOSCIENCE
- Analysis and evaluation of landslide susceptibility: a review on articles published during 2005–2016 (periods of 2005–2012 and 2013–2016)
- (2018) Hamid Reza Pourghasemi et al. Arabian Journal of Geosciences
- The CSLE model based soil erosion prediction: Comparisons of sampling density and extrapolation method at the county level
- (2018) Hongda Zhang et al. CATENA
- Determining soil erodibilities for the USLE-MM rainfall erosion model
- (2018) P.I.A. Kinnell CATENA
- A review of statistically-based landslide susceptibility models
- (2018) Paola Reichenbach et al. EARTH-SCIENCE REVIEWS
- Object-oriented change detection and damage assessment using high-resolution remote sensing images, Tangjiao Landslide, Three Gorges Reservoir, China
- (2018) Faming Huang et al. Environmental Earth Sciences
- Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS
- (2018) Ali Golkarian et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution
- (2018) Haoyuan Hong et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China
- (2018) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A comparison of five methods in landslide susceptibility assessment: a case study from the 330-kV transmission line in Gansu Region, China
- (2018) Yunfeng Ge et al. Environmental Earth Sciences
- Landslide susceptibility assessment in the Nantian area of China: a comparison of frequency ratio model and support vector machine
- (2018) Faming Huang et al. Geomatics Natural Hazards & Risk
- Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia
- (2018) Dieu Tien Bui et al. Remote Sensing
- A comprehensive design of rainfall simulator for the assessment of soil erosion in the laboratory
- (2018) Sushil N. Mhaske et al. CATENA
- A ROC analysis-based classification method for landslide susceptibility maps
- (2018) Isidro Cantarino et al. Landslides
- Assessment of Soil Erosion Dynamics Using the GIS-Based RUSLE Model: A Case Study of Wangjiagou Watershed from the Three Gorges Reservoir Region, Southwestern China
- (2018) Jinping Xue et al. Water
- Developing a Dynamic Web-GIS Based Landslide Early Warning System for the Chittagong Metropolitan Area, Bangladesh
- (2018) Bayes Ahmed et al. ISPRS International Journal of Geo-Information
- Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China)
- (2018) Yingxu Song et al. ISPRS International Journal of Geo-Information
- Susceptibility assessment of landslides triggered by earthquakes in the Western Sichuan Plateau
- (2018) Juan Cao et al. CATENA
- Landslide susceptibility mapping based on self-organizing-map network and extreme learning machine
- (2017) Faming Huang et al. ENGINEERING GEOLOGY
- Landslide displacement prediction based on multivariate chaotic model and extreme learning machine
- (2017) Faming Huang et al. ENGINEERING GEOLOGY
- Comparison of two optimized machine learning models for predicting displacement of rainfall-induced landslide: A case study in Sichuan Province, China
- (2017) Xing Zhu et al. ENGINEERING GEOLOGY
- The assessment of landslide susceptibility mapping using random forest and decision tree methods in the Three Gorges Reservoir area, China
- (2017) Kaixiang Zhang et al. Environmental Earth Sciences
- Mapping landslide susceptibility with frequency ratio, statistical index, and weights of evidence models: a case study in northern Iran
- (2017) Samaneh Razavizadeh et al. Environmental Earth Sciences
- Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques
- (2017) Wei Chen et al. GEOMORPHOLOGY
- Prediction of groundwater levels using evidence of chaos and support vector machine
- (2017) Faming Huang et al. JOURNAL OF HYDROINFORMATICS
- Landslide susceptibility assessment using evidential belief function, certainty factor and frequency ratio model at Baxie River basin, NW China
- (2017) Zhuo Chen et al. Geocarto International
- Application of Bivariate and Multivariate Statistical Techniques in Landslide Susceptibility Modeling in Chittagong City Corporation, Bangladesh
- (2017) Bayes Ahmed et al. Remote Sensing
- Stability Analysis of Hydrodynamic Pressure Landslides with Different Permeability Coefficients Affected by Reservoir Water Level Fluctuations and Rainstorms
- (2017) Faming Huang et al. Water
- Uncertainty of the Soil–Water Characteristic Curve and Its Effects on Slope Seepage and Stability Analysis under Conditions of Rainfall Using the Markov Chain Monte Carlo Method
- (2017) Weiping Liu et al. Water
- A web-based GPS system for displacement monitoring and failure mechanism analysis of reservoir landslide
- (2017) Yuanyao Li et al. Scientific Reports
- Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size
- (2016) Paraskevas Tsangaratos et al. CATENA
- Soil erosion risk associated with climate change at Mantaro River basin, Peruvian Andes
- (2016) Sly W. Correa et al. CATENA
- A comparative study for landslide susceptibility mapping using GIS-based multi-criteria decision analysis (MCDA), logistic regression (LR) and association rule mining (ARM)
- (2016) Arzu Erener et al. ENGINEERING GEOLOGY
- Spatial prediction of landslide susceptibility using integrated frequency ratio with entropy and support vector machines by different kernel functions
- (2016) Wei Chen et al. Environmental Earth Sciences
- A simple method to help determine landslide susceptibility from spaceborne InSAR data: the Montescaglioso case study
- (2016) Tommaso Carlà et al. Environmental Earth Sciences
- Quantifying soil erosion effects on soil productivity in the dry-hot valley, southwestern China
- (2016) Xingwu Duan et al. Environmental Earth Sciences
- Exploring relationships between grid cell size and accuracy for debris-flow susceptibility models: a test in the Giampilieri catchment (Sicily, Italy)
- (2016) M. Cama et al. Environmental Earth Sciences
- Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models
- (2016) Haoyuan Hong et al. GEOMORPHOLOGY
- Formation of the Siwanli ancient landslide in the Dadu River, China
- (2016) H. Deng et al. Landslides
- Assessment of soil erosion by RUSLE model using remote sensing and GIS - A case study of Nethravathi Basin
- (2016) B.P. Ganasri et al. Geoscience Frontiers
- Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
- (2015) Dieu Tien Bui et al. Landslides
- Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
- (2015) Ahmed Mohamed Youssef et al. Landslides
- Mapping of rainfall-induced landslide susceptibility in Wencheng, China, using support vector machine
- (2015) Cheng Su et al. NATURAL HAZARDS
- Landslide susceptibility mapping along Kolli hills Ghat road section (India) using frequency ratio, relative effect and fuzzy logic models
- (2014) V. Ramesh et al. Environmental Earth Sciences
- Assessment of rainfall-generated shallow landslide/debris-flow susceptibility and runout using a GIS-based approach: application to western Southern Alps of New Zealand
- (2014) Theodosios Kritikos et al. Landslides
- Landslide susceptibility mapping using rough sets and back-propagation neural networks in the Three Gorges, China
- (2013) Xueling Wu et al. Environmental Earth Sciences
- Application of the revised universal soil loss equation model on landslide prevention. An example from N. Euboea (Evia) Island, Greece
- (2013) Dimitrios Rozos et al. Environmental Earth Sciences
- Landslide susceptibility assessment using object mapping units, decision tree, and support vector machine models in the Three Gorges of China
- (2013) Xueling Wu et al. Environmental Earth Sciences
- The Varnes classification of landslide types, an update
- (2013) Oldrich Hungr et al. Landslides
- Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea
- (2012) Soyoung Park et al. Environmental Earth Sciences
- Are fine resolution digital elevation models always the best choice in digital soil mapping?
- (2012) Stefano Cavazzi et al. GEODERMA
- GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China
- (2012) Chong Xu et al. GEOMORPHOLOGY
- Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: a case study at Penang Island, Malaysia
- (2011) Biswajeet Pradhan et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Parallel ordinary kriging interpolation incorporating automatic variogram fitting
- (2010) Lluís Pesquer et al. COMPUTERS & GEOSCIENCES
- Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan
- (2009) Hitoshi Saito et al. GEOMORPHOLOGY
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