Wildfire hazard mapping using an ensemble method of frequency ratio with Shannon’s entropy

by Abolfazl Jaafari, Davoud Mafi Gholami
Published 2017-06-01

Machine Learning Modeling of Forest Road Construction Costs

by Abolfazl Jaafari, Iman Pazhouhan, Pete Bettinger
Published 2021-08-01

Spatial Prediction of Slope Failures in Support of Forestry Operations Safety

by Javad Rezaeian, Masoud Shafipour Omrani Omrani, Abolfazl Jaafari
Published 2017-01-01

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Saf...

by Hossein Moayedi, Dieu Tien Bui, Mesut Gör, Biswajeet Pradhan, Abolfazl Jaafari
Published 2019-09-01

Wildfire Probability Mapping: Bivariate vs. Multivariate Statistics

by Abolfazl Jaafari, Davood Mafi-Gholami, Binh Thai Pham, Dieu Tien Bui
Published 2019-03-01

Novel Ensemble Forecasting of Streamflow Using Locally Weighted Learning Algorithm

by Rana Muhammad Adnan, Abolfazl Jaafari, Aadhityaa Mohanavelu, Ozgur Kisi, Ahmed Elbeltagi
Published 2021-05-01

Predicting Slope Stability Failure through Machine Learning Paradigms

by Dieu Tien Bui, Hossein Moayedi, Mesut Gör, Abolfazl Jaafari, Loke Kok Foong
Published 2019-09-01

Forestry Research in the Middle East: A Bibliometric Analysis

by Mohsen Fazeli-Varzaneh, Pete Bettinger, Erfan Ghaderi-Azad, Marcin Kozak, Davood Mafi-Gholami, Abolfazl Jaafari
Published 2021-07-01

Deep learning neural networks for spatially explicit prediction of flash flood probability

by Mahdi Panahi, Abolfazl Jaafari, Ataollah Shirzadi, Himan Shahabi, Omid Rahmati, Ebrahim Omidvar, Saro Lee, Dieu Tien Bui
Published 2021-05-01

Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran

by Saeid Janizadeh, Mohammadtaghi Avand, Abolfazl Jaafari, Tran Van Phong, Mahmoud Bayat, Ebrahim Ahmadisharaf, Indra Prakash, Binh Thai Pham, Saro Lee
Published 2019-09-01

Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment

by Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Bin Ahmad, Nadhir Al-Ansari, Ataollah Shirzadi, John J. Clague, Abolfazl Jaafari, Wei Chen, Hoang Nguyen
Published 2020-07-01

Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam

by Phong Tung Nguyen, Duong Hai Ha, Abolfazl Jaafari, Huu Duy Nguyen, Tran Van Phong, Nadhir Al-Ansari, Indra Prakash, Hiep Van Le, Binh Thai Pham
Published 2020-04-01

Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM⁺ Images

by Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Baharin Bin Ahmad, Wei Chen, ‎Masood Khodadadi, Mehdi Ahmadi, Khabat Khosravi, Abolfazl Jaafari, Hoang Nguyen
Published 2020-06-01

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

by Binh Thai Pham, Abolfazl Jaafari, Tran Van Phong, Hoang Phan Hai Yen, Tran Thi Tuyen, Vu Van Luong, Huu Duy Nguyen, Hiep Van Le, Loke Kok Foong
Published 2021-05-01

Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and its Ensembles in a Semi-Arid Region of Iran

by Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Wei Chen, John J Clague, Marten Geertsema, Abolfazl Jaafari, Mohammadtaghi Avand, Shaghayegh Miraki, Davood Talebpour Asl, Binh Thai Pham, Baharin Bin Ahmad, Saro Lee
Published 2020-04-01

GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models

by Viet-Ha Nhu, Saeid Janizadeh, Mohammadtaghi Avand, Wei Chen, Mohsen Farzin, Ebrahim Omidvar, Ataollah Shirzadi, Himan Shahabi, John J. Clague, Abolfazl Jaafari, Fatemeh Mansoorypoor, Binh Thai Pham, Baharin Bin Ahmad, Saro Lee
Published 2020-03-01

Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)

by Wei Chen, Haoyuan Hong, Mahdi Panahi, Himan Shahabi, Yi Wang, Ataollah Shirzadi, Saied Pirasteh, Ali Asghar Alesheikh, Khabat Khosravi, Somayeh Panahi, Fatemeh Rezaie, Shaojun Li, Abolfazl Jaafari, Dieu Tien Bui, Baharin Bin Ahmad
Published 2019-09-01

Soft Computing Ensemble Models Based on Logistic Regression for Groundwater Potential Mapping

by Phong Tung Nguyen, Duong Hai Ha, Mohammadtaghi Avand, Abolfazl Jaafari, Huu Duy Nguyen, Nadhir Al-Ansari, Tran Van Phong, Rohit Sharma, Raghvendra Kumar, Hiep Van Le, Lanh Si Ho, Indra Prakash, Binh Thai Pham
Published 2020-04-01

Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction

by Binh Thai Pham, Abolfazl Jaafari, Mohammadtaghi Avand, Nadhir Al-Ansari, Tran Dinh Du, Hoang Phan Hai Yen, Tran Van Phong, Duy Huu Nguyen, Hiep Van Le, Davood Mafi-Gholami, Indra Prakash, Hoang Thi Thuy, Tran Thi Tuyen
Published 2020-06-01

Novel Ensemble Landslide Predictive Models Based on the Hyperpipes Algorithm: A Case Study in the Nam Dam Commune, Vietnam

by Quoc Cuong Tran, Duc Do Minh, Abolfazl Jaafari, Nadhir Al-Ansari, Duc Dao Minh, Duc Tung Van, Duc Anh Nguyen, Trung Hieu Tran, Lanh Si Ho, Duy Huu Nguyen, Indra Prakash, Hiep Van Le, Binh Thai Pham
Published 2020-05-01