Abolfazl Jaafari

19 papers Misc 1Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Spatially explicit machine learning reveals province-specific drivers of deforestation in the Hyrcanian forests. Ecol. Informatics Saeid Shabani, Abolfazl Jaafari, Ali Asghar Vahedi, Masoud Alidoost, Shahryar Sobhzahedi, Akram Ahmadi, Aiding Kornejady, Esmaeil Silakhori
2024	J	`jnl`	Assessing spatial-Temporal dynamics of vulnerability of protected areas in Iran to multiple environmental hazards. Int. J. Appl. Earth Obs. Geoinformation Xiuqing Wang, Davood Mafi Gholami, Saied Pirasteh, Tao Wang, Huxiong Li, Tim G. Frazier, Akram Nouri Kamari, Abolfazl Jaafari, Ammar O. Abulibdeh
2023	Misc	`conf`	Averaged Neural Network Integrated with Recursive Feature Elimination for Flood Hazard Assessment. SACI Bahram Choubin, Abolfazl Jaafari, Jalal Henareh, Farzaneh Sajedi Hosseini, Amir Mosavi
2023	J	`jnl`	Comparing water requirements of urban landscape plants in an arid environment: An application of the WUCOLS method in the National Botanical Garden of Iran. Ecol. Informatics Parisa Panahi, Abolfazl Jaafari, Hasan Asgari, Mehdi Pourhashemi, Maryam Hasaninejad
2023	J	`jnl`	Groundwater potential mapping in the Central Highlands of Vietnam using spatially explicit machine learning. Earth Sci. Informatics Tran Xuan Bien, Abolfazl Jaafari, Tran Van Phong, Phan Trong Trinh, Binh Thai Pham
2022	J	`jnl`	A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. Sensors Bahareh Ghasemian, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Victoria R. Kress, Marten Geertsema, Somayeh Renoud, Anuar Ahmad
2022	J	`jnl`	How does a combination of numerical modeling, clustering, artificial intelligence, and evolutionary algorithms perform to predict regional groundwater levels? Comput. Electron. Agric. Zahra Kayhomayoon, Sami Ghordoyee-Milan, Abolfazl Jaafari, Naser Arya-Azar, Assefa M. Melesse, Hamid Kardan Moghaddam
2022	J	`jnl`	Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides. Appl. Soft Comput. Abolfazl Jaafari, Mahdi Panahi, Davood Mafi Gholami, Omid Rahmati, Himan Shahabi, Ataollah Shirzadi, Saro Lee, Dieu Tien Bui, Biswajeet Pradhan
2021	J	`jnl`	Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides. Int. J. Digit. Earth Binh Thai Pham, Abolfazl Jaafari, Trung Nguyen-Thoi, Tran Van Phong, Duy Huu Nguyen, Neelima Satyam, Md Masroor, Sufia Rehman, Haroon Sajjad, Mehebub Sahana, Hiep Van Le, Indra Prakash
2021	J	`jnl`	Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm. Ecol. Informatics Tran Thi Tuyen, Abolfazl Jaafari, Hoang Phan Hai Yen, Trung Nguyen-Thoi, Tran Van Phong, Huu Duy Nguyen, Hiep Van Le, Tran Thi Mai Phuong, Son Hoang Nguyen, Indra Prakash, Binh Thai Pham
2021	J	`jnl`	Modeling mangrove responses to multi-decadal climate change and anthropogenic impacts using a long-term time series of satellite imagery. Int. J. Appl. Earth Obs. Geoinformation Saied Pirasteh, Eric K. Zenner, Davood Mafi Gholami, Abolfazl Jaafari, Akram Nouri Kamari, Guoxiang Liu, Qing Zhu, Jonathan Li
2021	J	`jnl`	Naïve Bayes ensemble models for groundwater potential mapping. Ecol. Informatics Binh Thai Pham, Abolfazl Jaafari, Tran Van Phong, Davood Mafi Gholami, Mahdis Amiri, Nguyen Van Tao, Van-Hao Duong, Indra Prakash
2020	J	`jnl`	Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction. Symmetry 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
2019	J	`jnl`	Application of artificial neural networks for predicting tree survival and mortality in the Hyrcanian forest of Iran. Comput. Electron. Agric. Mahmoud Bayat, Mansour Ghorbanpour, Rozita Zare, Abolfazl Jaafari, Binh Thai Pham
2019	J	`jnl`	Predicting Slope Stability Failure through Machine Learning Paradigms. ISPRS Int. J. Geo Inf. Dieu Tien Bui, Hossein Moayedi, Mesut Gör, Abolfazl Jaafari, Loke Kok Foong
2019	J	`jnl`	The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes. ISPRS Int. J. Geo Inf. Hossein Moayedi, Dieu Tien Bui, Mesut Gör, Biswajeet Pradhan, Abolfazl Jaafari
2019	J	`jnl`	Wildfire Probability Mapping: Bivariate vs. Multivariate Statistics. Remote. Sens. Abolfazl Jaafari, Davood Mafi Gholami, Binh Thai Pham, Dieu Tien Bui
2018	J	`jnl`	Wildfire spatial pattern analysis in the Zagros Mountains, Iran: A comparative study of decision tree based classifiers. Ecol. Informatics Abolfazl Jaafari, Eric K. Zenner, Binh Thai Pham
2017	J	`jnl`	A Bayesian modeling of wildfire probability in the Zagros Mountains, Iran. Ecol. Informatics Abolfazl Jaafari, Davood Mafi Gholami, Eric K. Zenner