Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies
出版年份 2022 全文链接
标题
Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies
作者
关键词
-
出版物
Remote Sensing
Volume 14, Issue 18, Pages 4436
出版商
MDPI AG
发表日期
2022-09-08
DOI
10.3390/rs14184436
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Research on the collapse process of a thick-layer dangerous rock on the reservoir bank
- (2022) Yueping Yin et al. Bulletin of Engineering Geology and the Environment
- The uncertainty of landslide susceptibility prediction modeling: suitability of linear conditioning factors
- (2022) Faming Huang et al. Bulletin of Engineering Geology and the Environment
- Influence of heavy rainfall and different slope cutting conditions on stability changes in red clay slopes: a case study in South China
- (2022) Faming Huang et al. Environmental Earth Sciences
- Regional rainfall-induced landslide hazard warning based on landslide susceptibility mapping and a critical rainfall threshold
- (2022) Faming Huang et al. GEOMORPHOLOGY
- Landslide susceptibility prediction using slope unit-based machine learning models considering the heterogeneity of conditioning factors
- (2022) Zhilu Chang et al. Journal of Rock Mechanics and Geotechnical Engineering
- The performance quality of LR, SVM, and RF for earthquake-induced landslides susceptibility mapping incorporating remote sensing imagery
- (2021) Rui Liu et al. Arabian Journal of Geosciences
- A robust approach to identify roof bolts in 3D point cloud data captured from a mobile laser scanner
- (2021) Sarvesh Kumar Singh et al. International Journal of Mining Science and Technology
- Geohazards and human settlements: Lessons learned from multiple relocation events in Badong, China – Engineering geologist's perspective
- (2021) Wenping Gong et al. ENGINEERING GEOLOGY
- Artificial neural network and sensitivity analysis in the landslide susceptibility mapping of Idukki district, India
- (2021) Jesudasan Jacinth Jennifer et al. Geocarto International
- A Hybrid Model Consisting of Supervised and Unsupervised Learning for Landslide Susceptibility Mapping
- (2021) Zhu Liang et al. Remote Sensing
- Fast physically-based model for rainfall-induced landslide susceptibility assessment at regional scale
- (2021) Vicente Medina et al. CATENA
- Efficient and automatic extraction of slope units based on multi-scale segmentation method for landslide assessments
- (2021) Faming Huang et al. Landslides
- Effect of Attention Mechanism in Deep Learning-Based Remote Sensing Image Processing: A Systematic Literature Review
- (2021) Saman Ghaffarian et al. Remote Sensing
- A comparative approach of support vector machine kernel functions for GIS-based landslide susceptibility mapping
- (2021) Khalil Valizadeh Kamran et al. Applied Geomatics
- Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides
- (2021) Abolfazl Jaafari et al. APPLIED SOFT COMPUTING
- An Updated Database and Spatial Distribution of Landslides Triggered by the Milin, Tibet Mw6.4 Earthquake of 18 November 2017
- (2021) Yuandong Huang et al. Journal of Earth Science
- Using Physical Model Experiments for Hazards Assessment of Rainfall-Induced Debris Landslides
- (2021) Qianqian Li et al. Journal of Earth Science
- Landslide susceptibility zonation method based on C5.0 decision tree and K-means cluster algorithms to improve the efficiency of risk management
- (2021) Zizheng Guo et al. Geoscience Frontiers
- Landslide Susceptibility Evaluation and Management Using Different Machine Learning Methods in The Gallicash River Watershed, Iran
- (2020) Alireza Arabameri et al. Remote Sensing
- Landslide susceptibility mapping along the upper Jinsha River, south-western China: a comparison of hydrological and curvature watershed methods for slope unit classification
- (2020) Xiaohui Sun et al. Bulletin of Engineering Geology and the Environment
- Integration of Remotely Sensed Soil Sealing Data in Landslide Susceptibility Mapping
- (2020) Tania Luti et al. Remote Sensing
- Application of statistical probabilistic methods in landslide susceptibility assessment in Kurseong and its surrounding area of Darjeeling Himalayan, India: RS-GIS approach
- (2020) Anik Saha et al. ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY
- Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
- (2020) Abdelaziz Merghadi et al. EARTH-SCIENCE REVIEWS
- Landslide susceptibility prediction based on a semi-supervised multiple-layer perceptron model
- (2020) Faming Huang et al. Landslides
- Landslide Susceptibility Mapping Using the Slope Unit for Southeastern Helong City, Jilin Province, China: A Comparison of ANN and SVM
- (2020) Chenglong Yu et al. Symmetry-Basel
- Landslide Susceptibility Prediction Considering Regional Soil Erosion Based on Machine-Learning Models
- (2020) Faming Huang et al. ISPRS International Journal of Geo-Information
- Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia
- (2020) Ahmed Mohamed Youssef et al. Geoscience Frontiers
- Comparative landslide susceptibility assessment using statistical information value and index of entropy model in Bhanupali-Beri region, Himachal Pradesh, India
- (2020) Prafull Singh et al. ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY
- Physical model test study on shear strength characteristics of slope sliding surface in Nanfen open-pit mine
- (2020) Zhigang Tao et al. International Journal of Mining Science and Technology
- Estimates of three-dimensional rupture surface geometry of deep-seated landslides using landslide inventories and high-resolution topographic data
- (2020) Michael Bunn et al. GEOMORPHOLOGY
- Uncertainties Analysis of Collapse Susceptibility Prediction Based on Remote Sensing and GIS: Influences of Different Data-Based Models and Connections between Collapses and Environmental Factors
- (2020) Wenbin Li et al. Remote Sensing
- More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification
- (2020) Danfeng Hong et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- An integrated approach for landslide susceptibility mapping by considering spatial correlation and fractal distribution of clustered landslide data
- (2019) Linan Liu et al. Landslides
- An integrated disaster relief model based on covering tour using hybrid Benders decomposition and variable neighborhood search: Application in the Iranian context
- (2019) Sayyed Mohammad Reza Davoodi et al. COMPUTERS & INDUSTRIAL ENGINEERING
- Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors
- (2019) Xiangang Luo et al. PLoS One
- Investigating the effects of different landslide positioning techniques, landslide partitioning approaches, and presence-absence balances on landslide susceptibility mapping
- (2019) Hamid Reza Pourghasemi et al. CATENA
- A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
- (2019) A-Xing Zhu et al. CATENA
- Modelling of spatial variability of soil undrained shear strength by conditional random fields for slope reliability analysis
- (2018) Shui-Hua Jiang et al. APPLIED MATHEMATICAL MODELLING
- Optimizing landslide susceptibility zonation: Effects of DEM spatial resolution and slope unit delineation on logistic regression models
- (2018) R. Schlögel et al. GEOMORPHOLOGY
- 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 slope units and grid cells as mapping units for landslide susceptibility assessment
- (2018) Qianqian Ba et al. Earth Science Informatics
- Remote Sensing Big Data: Theory, Methods and Applications
- (2018) Peng Liu et al. Remote Sensing
- A ROC analysis-based classification method for landslide susceptibility maps
- (2018) Isidro Cantarino et al. Landslides
- RS-GIS based morphometrical and geological multi-criteria approach to the landslide susceptibility mapping in Gish River Basin, West Bengal, India
- (2018) Tirthankar Basu et al. ADVANCES IN SPACE RESEARCH
- Landslide susceptibility mapping using an integrated model of information value method and logistic regression in the Bailongjiang watershed, Gansu Province, China
- (2017) Guo-liang Du et al. Journal of Mountain Science
- Mapping landslide susceptibility using data-driven methods
- (2017) J.L. Zêzere et al. SCIENCE OF THE TOTAL ENVIRONMENT
- An assessment of multivariate and bivariate approaches in landslide susceptibility mapping: a case study of Duzkoy district
- (2014) Taskin Kavzoglu et al. NATURAL HAZARDS
- Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya
- (2013) Amar Deep Regmi et al. Arabian Journal of Geosciences
- Regional landslide susceptibility zoning with considering the aggregation of landslide points and the weights of factors
- (2013) Xueliang Wang et al. Landslides
- Application of an incomplete landslide inventory, logistic regression model and its validation for landslide susceptibility mapping related to the May 12, 2008 Wenchuan earthquake of China
- (2013) Chong Xu et al. NATURAL HAZARDS
- State of the art of national landslide databases in Europe and their potential for assessing landslide susceptibility, hazard and risk
- (2011) Miet Van Den Eeckhaut et al. GEOMORPHOLOGY
- Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression
- (2011) Dieu Tien Bui et al. NATURAL HAZARDS
- An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter
- (2010) Pece V. Gorsevski et al. COMPUTERS & GEOSCIENCES
- Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area
- (2010) Biswajeet Pradhan et al. Geomatics Natural Hazards & Risk
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started