Laser Scanning Applications in Landslide Assessment

Part I. Introduction

1. Laser Scanning Systems in Landslide Studies
Biswajeet Pradhan, Maher Ibrahim Sameen

Part II. Landslide Detection Techniques

2. A Supervised Object-Based Detection of Landslides and Man-Made Slopes Using Airborne Laser Scanning Data
Biswajeet Pradhan, Ali Alsaleh

3. Optimized Rule Sets for Automatic Landslide Characteristic Detection in a Highly Vegetated Forests
Biswajeet Pradhan, Mustafa Ridha Mezaal

4. Integration of LiDAR and QuickBird Data for Automatic Landslide Detection Using Object-Based Analysis and Random Forests
Biswajeet Pradhan, Maher Ibrahim Seeni, Haleh Nampak

Part III. Debris Flow Source Identification

5. Debris Flow Source Identification in Tropical Dense Forest Using Airborne Laser Scanning Data and Flow-R Model
Biswajeet Pradhan, Suzana Binti Abu Bakar

Part IV. Landslide Susceptibility Modelling

6. Landslide Susceptibility Modeling: Optimization and Factor Effect Analysis
Biswajeet Pradhan, Maher Ibrahim Sameen

7. Effects of the Spatial Resolution of Digital Elevation Models and Their Products on Landslide Susceptibility Mapping
Biswajeet Pradhan, Maher Ibrahim Sameen

8. Spatial Prediction of Landslide-Prone Areas Through k-Nearest Neighbor Algorithm and Logistic Regression Model Using High Resolution Airborne Laser Scanning Data
Biswajeet Pradhan, Mustafa Neamah Jebur

9. Spatial Prediction of Landslides Along Jalan Kota in Bandar Seri Begawan (Brunei) Using Airborne LiDAR Data and Support Vector Machine
Biswajeet Pradhan, Mustafa Neamah Jebur, Saleh Abdullahi

10. Ensemble Disagreement Active Learning for Spatial Prediction of Shallow Landslide
Biswajeet Pradhan, Maher Ibrahim Sameen, Bahareh Kalantar

11. Performance Evaluation and Sensitivity Analysis of Expert-Based, Statistical, Machine Learning, and Hybrid Models for Producing Landslide Susceptibility Maps
Biswajeet Pradhan, Maher Ibrahim Seeni, Bahareh Kalantar

Part V. Landslide Vulnerability and Risk Modelling

12. Slope Vulnerability and Risk Assessment Using High-Resolution Airborne Laser Scanning Data
Biswajeet Pradhan, Norbazlan Mohd Yusof

13. Landslide Risk Assessment Using Multi-hazard Scenario Produced by Logistic Regression and LiDAR-Based DEM
Biswajeet Pradhan, Waleed M. Abdulwahid

Part VI. Debris Flow Modelling

14. Debris Flow Susceptibility Assessment Using Airborne Laser Scanning Data
Biswajeet Pradhan, Bahareh Kalantar, Waleed M. Abdulwahid, Bui Tien Dieu

Part VII. Rockfall Hazard Assessment

15. Rockfall Hazard Assessment: An Overview
Biswajeet Pradhan, Ali Mutar Fanos

16. Application of LiDAR in Rockfall Hazard Assessment in Tropical Region
Biswajeet Pradhan, Ali Mutar Fanos

Avainsanat: Environment, Environmental Management, Environmental Physics, Earth System Sciences, Remote Sensing/Photogrammetry, Geotechnical Engineering & Applied Earth Sciences, Geophysics and Environmental Physics