Earthquake risk assessment in NE India using deep learning and geospatial analysis

by Ratiranjan Jena, Biswajeet Pradhan, Sambit Prasanajit Naik, Abdullah M. Alamri
Published 2021-05-01

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

by Dieu Tien Bui, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, Ebrahim Omidavr, Binh Thai Pham, Dawood Talebpour Asl, Hossein Khaledian, Biswajeet Pradhan, Mahdi Panahi, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
Published 2019-05-01

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

SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors

by Omid Rahmati, Mahmood Samadi, Himan Shahabi, Ali Azareh, Elham Rafiei-Sardooi, Hossein Alilou, Assefa M. Melesse, Biswajeet Pradhan, Kamran Chapi, Ataollah Shirzadi
Published 2019-11-01

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

GIS-based Groundwater Spring Potential Mapping Using Data Mining Boosted Regression Tree and Probabilistic Frequency Ratio Models in Iran

by Seyed Mohsen Mousavi, Ali Golkarian, Seyed Amir Naghibi, Bahareh Kalantar, Biswajeet Pradhan
Published 2017-03-01

Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Mode...

by Duie Tien Bui, Khabat Khosravi, Himan Shahabi, Prasad Daggupati, Jan F. Adamowski, Assefa M. Melesse, Binh Thai Pham, Hamid Reza Pourghasemi, Mehrnoosh Mahmoudi, Sepideh Bahrami, Biswajeet Pradhan, Ataollah Shirzadi, Kamran Chapi, Saro Lee
Published 2019-07-01

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

Evaluation of Recent Advanced Soft Computing Techniques for Gully Erosion Susceptibility Mapping: A Comparative Study

by Alireza Arabameri, Thomas Blaschke, Biswajeet Pradhan, Hamid Reza Pourghasemi, John P. Tiefenbacher, Dieu Tien Bui
Published 2020-01-01

Groundwater Augmentation through the Site Selection of Floodwater Spreading Using a Data Mining Approach (Case study: Mashhad Plain, Iran)

by Seyed Amir Naghibi, Mehdi Vafakhah, Hossein Hashemi, Biswajeet Pradhan, Seyed Jalil Alavi
Published 2018-10-01

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

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

A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping

by Dieu Tien Bui, Ataollah Shirzadi, Kamran Chapi, Himan Shahabi, Biswajeet Pradhan, Binh Thai Pham, Vijay P. Singh, Wei Chen, Khabat Khosravi, Baharin Bin Ahmad, Saro Lee
Published 2019-09-01

Integrated model for earthquake risk assessment using neural network and analytic hierarchy process: Aceh province, Indonesia

by Ratiranjan Jena, Biswajeet Pradhan, Ghassan Beydoun, Nizamuddin, Ardiansyah, Hizir Sofyan, Muzailin Affan
Published 2020-03-01

Earthquake Probability Assessment for the Indian Subcontinent Using Deep Learning

by Ratiranjan Jena, Biswajeet Pradhan, Abdullah Al-Amri, Chang Wook Lee, Hyuck-jin Park
Published 2020-08-01

Mapping Listvenite Occurrences in the Damage Zones of Northern Victoria Land, Antarctica Using ASTER Satellite Remote Sensing Data

by Amin Beiranvand Pour, Yongcheol Park, Laura Crispini, Andreas Läufer, Jong Kuk Hong, Tae-Yoon S. Park, Basem Zoheir, Biswajeet Pradhan, Aidy M. Muslim, Mohammad Shawkat Hossain, Omeid Rahmani
Published 2019-06-01

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

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

Identification of Phyllosilicates in the Antarctic Environment Using ASTER Satellite Data: Case Study from the Mesa Range, Campbell and Priestley Glaciers, Northern Victoria Land

by Amin Beiranvand Pour, Milad Sekandari, Omeid Rahmani, Laura Crispini, Andreas Läufer, Yongcheol Park, Jong Kuk Hong, Biswajeet Pradhan, Mazlan Hashim, Mohammad Shawkat Hossain, Aidy M. Muslim, Kamyar Mehranzamir
Published 2021-12-01

Landsat-8, Advanced Spaceborne Thermal Emission and Reflection Radiometer, and WorldView-3 Multispectral Satellite Imagery for Prospecting Copper-Gold Mineralization in the Northea...

by Amin Beiranvand Pour, Tae-Yoon S. Park, Yongcheol Park, Jong Kuk Hong, Aidy M Muslim, Andreas Läufer, Laura Crispini, Biswajeet Pradhan, Basem Zoheir, Omeid Rahmani, Mazlan Hashim, Mohammad Shawkat Hossain
Published 2019-10-01