Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility

by Alireza Arabameri, Omid Asadi Nalivan, Subodh Chandra Pal, Rabin Chakrabortty, Asish Saha, Saro Lee, Biswajeet Pradhan, Dieu Tien Bui
Published 2020-09-01

Comparison of machine learning models for gully erosion susceptibility mapping

by Alireza Arabameri, Wei Chen, Marco Loche, Xia Zhao, Yang Li, Luigi Lombardo, Artemi Cerda, Biswajeet Pradhan, Dieu Tien Bui
Published 2020-09-01

Novel Ensemble Approaches of Machine Learning Techniques in Modeling the Gully Erosion Susceptibility

by Alireza Arabameri, Omid Asadi Nalivan, Sunil Saha, Jagabandhu Roy, Biswajeet Pradhan, John P. Tiefenbacher, Phuong Thao Thi Ngo
Published 2020-06-01

Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping

by Ataollah Shirzadi, Karim Soliamani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, Himan Shahabi, Wei Chen, Khabat Khosravi, Binh Thai Pham, Biswajeet Pradhan, Anuar Ahmad, Baharin Bin Ahmad, Dieu Tien Bui
Published 2018-11-01

Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

by Bahareh Kalantar, Husam A. H. Al-Najjar, Biswajeet Pradhan, Vahideh Saeidi, Alfian Abdul Halin, Naonori Ueda, Seyed Amir Naghibi
Published 2019-09-01

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms

by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Wei Chen, Khabat Khosravi, Mahdi Panahi, Baharin Bin Ahmad, Lee Saro
Published 2018-07-01

Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms

by Alireza Arabameri, Subodh Chandra Pal, Romulus Costache, Asish Saha, Fatemeh Rezaie, Amir Seyed Danesh, Biswajeet Pradhan, Saro Lee, Nhat-Duc Hoang
Published 2021-01-01

Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm

by Dieu Tien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, John J. Clague, Khabat Khosravi, Biswajeet Pradhan, Binh Thai Pham, Kamran Chapi, Zahra Barati, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
Published 2019-04-01

Landslide Susceptibility Modeling: An Integrated Novel Method Based on Machine Learning Feature Transformation

by Husam A. H. Al-Najjar, Biswajeet Pradhan, Bahareh Kalantar, Maher Ibrahim Sameen, M. Santosh, Abdullah Alamri
Published 2021-08-01

Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples

by Tusar Kanti Hembram, Sunil Saha, Biswajeet Pradhan, Khairul Nizam Abdul Maulud, Abdullah M. Alamri
Published 2021-01-01

Temporal Hydrological Drought Index Forecasting for New South Wales, Australia Using Machine Learning Approaches

by Abhirup Dikshit, Biswajeet Pradhan, Abdullah M. Alamri
Published 2020-06-01

Traffic Noise Modelling Using Land Use Regression Model Based on Machine Learning, Statistical Regression and GIS

by Ahmed Abdulkareem Ahmed Adulaimi, Biswajeet Pradhan, Subrata Chakraborty, Abdullah Alamri
Published 2021-08-01

Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models

by Mustapha Namous, Mohammed Hssaisoune, Biswajeet Pradhan, Chang-Wook Lee, Abdullah Alamri, Abdenbi Elaloui, Mohamed Edahbi, Samira Krimissa, Hasna Eloudi, Mustapha Ouayah, Hicham Elhimer, Tarik Tagma
Published 2021-08-01

Spatial landslide susceptibility assessment using machine learning techniques assisted by additional data created with generative adversarial networks

by Husam A.H. Al-Najjar, Biswajeet Pradhan
Published 2021-03-01

Machine Learning-Based and 3D Kinematic Models for Rockfall Hazard Assessment Using LiDAR Data and GIS

by Ali Mutar Fanos, Biswajeet Pradhan, Abdullah Alamri, Chang Wook Lee
Published 2020-05-01

Factors Affecting Landslide Susceptibility Mapping: Assessing the Influence of Different Machine Learning Approaches, Sampling Strategies and Data Splitting

by Minu Treesa Abraham, Neelima Satyam, Revuri Lokesh, Biswajeet Pradhan, Abdullah Alamri
Published 2021-09-01

Evaluating the Performance of Individual and Novel Ensemble of Machine Learning and Statistical...

by Sunil Saha, Anik Saha, Tusar Kanti Hembram, Biswajeet Pradhan, Abdullah M. Alamri
Published 2020-05-01

Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS

by Hossein Mojaddadi, Biswajeet Pradhan, Haleh Nampak, Noordin Ahmad, Abdul Halim bin Ghazali
Published 2017-12-01

Assessing the Changes in the Moisture/Dryness of Water Cavity Surfaces in Imlili Sebkha in Southwestern Morocco by Using Machine Learning Classification in Google Earth Engine

by Sofia Hakdaoui, Anas Emran, Biswajeet Pradhan, Abdeljebbar Qninba, Taoufik El Balla, Alfred Homère Ngandam Mfondoum, Chang-Wook Lee, Abdullah M. Alamri
Published 2020-01-01

Spatio-Temporal Analysis of Oil Spill Impact and Recovery Pattern of Coastal Vegetation and Wetland Using Multispectral Satellite Landsat 8-OLI Imagery and Machine Learning Models

by Abdul-Lateef Balogun, Shamsudeen Temitope Yekeen, Biswajeet Pradhan, Omar F. Althuwaynee
Published 2020-04-01