Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Mor...

by Imane Serbouti, Mohammed Raji, Mustapha Hakdaoui, Biswajeet Pradhan, Chang-Wook Lee, Abdullah M. Alamri
Published 2021-01-01

A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data

by Phuong-Thao Thi Ngo, Nhat-Duc Hoang, Biswajeet Pradhan, Quang Khanh Nguyen, Xuan Truong Tran, Quang Minh Nguyen, Viet Nghia Nguyen, Pijush Samui, Dieu Tien Bui
Published 2018-10-01

Desertification Sensitivity Analysis Using MEDALUS Model and GIS: A Case Study of the Oases of Middle Draa Valley, Morocco

by Atman Ait Lamqadem, Biswajeet Pradhan, Hafid Saber, Abdelmejid Rahimi
Published 2018-07-01

The application of proximal visible and near-infrared spectroscopy to estimate soil organic matter on the Triffa Plain of Morocco

by Ayoub Lazaar, Abdul Mounem Mouazen, Kamal EL Hammouti, Michael Fullen, Biswajeet Pradhan, Muhammad Sohail Memon, Karim Andich, Abdelilah Monir
Published 2020-06-01

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

Do Termitaria Indicate the Presence of Groundwater? A Case Study of Hydrogeophysical Investigation on a Land Parcel with Termite Activity

by Jamilu Bala Ahmed, Abdullahi Salisu, Biswajeet Pradhan, Abdullah M. Alamri
Published 2020-10-01

A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)

by Dieu Tien Bui, Biswajeet Pradhan, Inge Revhaug, Duy Ba Nguyen, Ha Viet Pham, Quy Ngoc Bui
Published 2015-04-01

Temporal Probability Assessment and Its Use in Landslide Susceptibility Mapping for Eastern Bhutan

by Abhirup Dikshit, Raju Sarkar, Biswajeet Pradhan, Ratiranjan Jena, Dowchu Drukpa, Abdullah M. Alamri
Published 2020-01-01

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

Agriculture Sprawl Assessment Using Multi-Temporal Remote Sensing Images and Its Environmental Impact; Al-Jouf, KSA

by Ahmed M. Youssef, Mazen M. Abu Abdullah, Biswajeet Pradhan, Ahmed F. D. Gaber
Published 2019-08-01

Quantitative Assessment of Desertification in an Arid Oasis Using Remote Sensing Data and Spectral Index Techniques

by Atman Ait Lamqadem, Hafid Saber, Biswajeet Pradhan
Published 2018-11-01

Spatial Landslide Risk Assessment at Phuentsholing, Bhutan

by Abhirup Dikshit, Raju Sarkar, Biswajeet Pradhan, Saroj Acharya, Abdullah M. Alamri
Published 2020-04-01

Comparison of four kernel functions used in support vector machines for landslide susceptibility mapping: a case study at Suichuan area (China)

by Haoyuan Hong, Biswajeet Pradhan, Dieu Tien Bui, Chong Xu, Ahmed M. Youssef, Wei Chen
Published 2017-12-01

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

Editorial for the Special Issue: Multispectral and Hyperspectral Remote Sensing Data for Mineral Exploration and Environmental Monitoring of Mined Areas

by Amin Beiranvand Pour, Basem Zoheir, Biswajeet Pradhan, Mazlan Hashim
Published 2021-02-01

Cyclone vulnerability assessment of the western coast of Bangladesh

by Muhammad Al-Amin Hoque, Biswajeet Pradhan, Naser Ahmed, Bayes Ahmed, Abdullah M. Alamri
Published 2021-01-01

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

Forecasting landslides using SIGMA model: a case study from Idukki, India

by Minu Treesa Abraham, Neelima Satyam, Nakshatram Shreyas, Biswajeet Pradhan, Samuele Segoni, Khairul Nizam Abdul Maulud, Abdullah M. Alamri
Published 2021-01-01

Forecasting of Landslides Using Rainfall Severity and Soil Wetness: A Probabilistic Approach for Darjeeling Himalayas

by Minu Treesa Abraham, Neelima Satyam, Biswajeet Pradhan, Abdullah M. Alamri
Published 2020-03-01

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