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Himan Shahabi
Update: 2025-11-10

Himan Shahabi

Faculty of Natural Resources / Department of Geomorphology

Journal Paper

  1. "Urban flood susceptibility mapping using deep and machine learning algorithms as a management tool: A case study of Sanandaj City, Iran"
    Himan Shahabi, Ataollah Shirzadi, Mohsen Ramezani, Mazlan Hashima, Johannes Glodny, ARYAN SALVATI, Ehsan Jafari Nodoushan, Marzieh Hajizadeh Tahan
    Ecological Indicators, 2025
  2. "Interpretable Machine Learning Models for Irrigation Sustainability: Groundwater Quality Prediction in M’sila, Algeria"
    Himan Shahabi, Aymen Zegaar, Abdelmoutia Telli, Samira Ounoki
    Environmental Modeling & Assessment, 2025
  3. "SimPoolFormer: A two-stream vision transformer for hyperspectral image classification"
    Himan Shahabi, Ali Jamali, Ebrahim Ghaderpour, Swalpa Kumar Roy, Jocelyn Chanussot, Pedram Ghamisi
    Remote Sensing Applications-Society and Environment, 2025
  4. "Dynamic electricity pricing model with hourly and monthly adjustments: A time series-based approach"
    Himan Shahabi, Payam Sajadi, Mehdi Gholamnia, Francesco Pilla, Nasim Eslamirad, Saeed Masoumi
    Energy Reports, 2025
  5. "پیش‌بینی شوری خاک در دلتای رودخانه سرخ (ویتنام) با استفاده از یادگیری ماشین و ارزیابی ظرفیت سازگاری کشاورزان"
    Himan Shahabi, Huu Duy Nguyen, Dinh Kha Dang, Thi Anh Tam Lai, Duc Dung Tran, Quang-Thanh Bui
    Natural Hazards and Earth System Sciences, 2025
  6. "Spatiotemporal assessment of groundwater sustainability across climatic zones of Nigeria"
    Himan Shahabi, Shamsuddin Shahid, Mohammed Abdu Nasara
    Physics and Chemistry of the Earth, 2025
  7. "A novel hybrid machine learning approach for δ13C spatial prediction in polish hard-water lakes"
    Himan Shahabi, Ataollah Shirzadi, Alicja Ustrzycka, Natalia Piotrowska, Janusz Filipiak, Marzieh Hajizadeh Tahan
    Ecological Informatics, 2025
  8. "A comparison between different machine learning techniques for predicting heating energy consumption for residential buildings in a cold climate"
    Salah Vaisi, Himan Shahabi, Bakhtiar Bahrami, Ataollah Shirzadi, Navid Ahmadi, Mohammadjavad Mahdavinejad
    Energy Efficiency, 2025
  9. "ارزیابی شوری خاک با استفاده از هوش مصنوعی و تصاویر سنتینل-۲ در دلتای مکونگ"
    Himan Shahabi, Huu Duy Nguyen, Quang-Thanh Bui, Quang-Hai Truong
    Physical Geography, 2025
  10. "A systematic review of Muskingum flood routing techniques"
    Himan Shahabi, Ataollah Shirzadi, ARYAN SALVATI, Alireza Moghaddam Nia, Ali Salajegheh, John J. Clague, Ebrahim Ahmadisharaf, Han Dawei
    Hydrological Sciences Journal, 2024
  11. "Assessment of land degradation susceptibility within the Shaqlawa subregion of Northern Iraq-Kurdistan Region via synergistic application of remotely acquired datasets and advanced predictive models"
    Himan Shahabi, Badeea Abdi, Kamal Kolo
    Environmental Monitoring and Assessment, 2024
  12. "Extreme flash flood susceptibility mapping using a novel PCA-based model stacking approach"
    Himan Shahabi, Hossein Shafizadeh-Moghadam, Amirreza Shojaeian, Ahmad Sharafati
    Advances in Space Research, 2024
  13. "Developing a Semi-Supervised Strategy in Time Series Mapping of Wetland Covers: A Case Study of Zrebar Wetland, Iran"
    Himan Shahabi, Ataollah Shirzadi, Shamsuddin Shahid, Aminreza Neshat, Mehdi Gholamnia, John J. Clague, Jahanbakhsh Mohammadi, Ronak Ghanbari, Farzad Malakyar, Sina Paryani
    Earth Systems and Environment, 2024
  14. "Assessment and Modeling of Green Roof System Hydrological Effectiveness in Runoff Control: A Case Study in Dublin"
    Himan Shahabi, Payam Sajadi, Mehdi Gholamnia, Salman Khan, Saman Ghaffarian, Francesco Pilla, Srikanta Sannigrahi
    IEEE Access, 2024
  15. "Data-driven approach for land surface temperature retrieval with machine learning and sentinel-2 data"
    Himan Shahabi, Aymen Zegaar, Abdelmoutia Telli, Francisco Rueda, Samira Ounoki
    Remote Sensing Applications-Society and Environment, 2024
  16. "Reconstructing daytime and nighttime MODIS land surface temperature in desert areas using multi-channel singular spectrum analysis"
    Himan Shahabi, Fahime Arabi Aliabad, Mohammad Zare, Hamidreza Ghafarian Malamiri, Amanehalsadat Pouriyeh, Ebrahim Ghaderpour, Paolo Mazzanti
    Ecological Informatics, 2024
  17. "Spatiotemporal Variability in Snow and Land Cover in Sefid-Rud Basin, Iran"
    Himan Shahabi, Hersh Entezami, Firouz Mojarrad, Ebrahim Ghaderpour
    Sustainability, 2024
  18. "A comprehensive investigation of the causes of drying and increasing saline dust in the Urmia Lake, northwest Iran, via ground and satellite observations, synoptic analysis and machine learning models"
    Himan Shahabi, Nasim Hossein Hamzeh, Karim Shukurov, Dimitris G. Kaskaoutis, Abbas Ranjbar Saadatabadi, Kaveh Mohammadpour
    Ecological Informatics, 2023
  19. "Rangeland species potential mapping using machine learning algorithms"
    Bahram Gholinejad Bodagh, Himan Shahabi, Asghar Farajollahi, Ataollah Shirzadi, John J. Clague, Nadhir Al-Ansari, Fatemeh Mansouripour, Behzad Sharifipour
    ECOLOGICAL ENGINEERING, 2023
  20. "Satellite-Synoptic Monitoring of Dominant Dust Entering Western Iran"
    Himan Shahabi, Mazlan Hashima, Taher Safarrad, Nadhir Al-Ansari
    Journal of Sensors, 2023
  21. "Kinematic analysis of small and slow-moving landslides using Pleiades-1 satellite data"
    Himan Shahabi, Mazlan Hashima, Etim Eyo, Mohd Nadzri Md Reba, Temel Bayrak
    IEEE Access, 2023
  22. "Spatial Prediction of Landslides Using Hybrid Multi-Criteria Decision-Making Methods: A Case Study of the Saqqez-Marivan Mountain Road in Iran"
    Himan Shahabi, Ataollah Shirzadi, Mazlan Hashima, Mohsen Ali Zadeh, Rahim Tavakoloifar, Saman Shojae Chaeikar, Sayed M. Bateni, Effi Helmy Ariffin, Isabelle D. Wolf
    Land, 2023
  23. "Improving the performance of artificial intelligence models using the rotation forest technique for landslide susceptibility mapping"
    Himan Shahabi, Ataollah Shirzadi, Wei Chen, Faming Huang, Hen Shen, Diue Wang, Cui Peng, Xui Zhao, Xian Fan
    International Journal of Environmental Science and Technology, 2023
  24. "Landslide hazard mapping in Bukan - Sardasht road using the weight of evidence and evidential belief function models"
    Himan Shahabi, Jalal Zandi, Golan Memari
    مدیریت مخاطرات محیطی, 2023
  25. "Soil erosion and degradation assessment integrating multi-parametric methods of RUSLE model, RS, and GIS in the Shaqlawa agricultural area, Kurdistan Region, Iraq"
    Himan Shahabi, Badeea Abdi, Kamal Kolo
    Environmental Monitoring and Assessment, 2023
  26. "Performance improvement of the linear muskingum flood routing model using optimization algorithms and data assimilation approaches"
    Junichi Ueno, Himan Shahabi, Parham Moradi, Ataollah Shirzadi, Ali Salajegheh, Yazdan Batmani, Shahabeddin Najafi, John J. Clague, ARYAN SALVATI, Alireza Moghaddam Nia, Akbar Sheikh‑Akbari
    Natural Hazards, 2023
  27. "Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms"
    Reza Ahmadi, Himan Shahabi, Ataollah Shirzadi, Mazlan Hashima, Mohsen Ali Zadeh, Nadhir Al-Ansari, Effi Helmy Ariffin, Isabelle D. Wolf
    Remote Sensing, 2023
  28. "Application of a Novel Hybrid Machine Learning Algorithm in Shallow Landslide Susceptibility Mapping in a Mountainous Area"
    Himan Shahabi, Bahare Qasemyan, Ataollah Shirzadi, Abolfazl Jaafari, Assefa M.Melesse, Anuar Ahmad, Sushant K. Singh, Marten Geertsema, Nadhir Al-Ansari
    Frontiers in Environmental Science, 2022
  29. "A comparative study for landslide susceptibility assessment using machine learning algorithms based on grid unit and slope unit"
    Himan Shahabi, Mazlan Hashima, Jianquan Ma, Niandong Deng, Yuxin Li, Gabriel de Oliveira, Saman Shojae Chaeikar
    Frontiers in Environmental Science, 2022
  30. "A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran"
    Himan Shahabi, Bahare Qasemyan, Ataollah Shirzadi, Abolfazl Jaafari, Anuar Ahmad, Nadhir Al-Ansari, Marten Geertsema, Victoria R. Kress, Somayeh Ronoud
    SENSORS, 2022
  31. "Landslide susceptibility modeling based on remote sensing data and data mining techniques"
    Himan Shahabi, Ataollah Shirzadi, Wei Chen, Huiyuan Bian, Xiaojing Wang, Xinxiang Lei, Faming Huang, Xuanmei Fan, Xiongde Ma
    Environmental Earth Sciences, 2022
  32. "A comparison study on the quantitative statistical methods for spatial prediction of shallow landslides (case study: Yozidar-Degaga Route in Kurdistan Province, Iran)"
    Himan Shahabi, Ataollah Shirzadi, Mitra Asadi, Leila Goli Mokhtari, Shahram Bahrami
    Environmental Earth Sciences, 2022
  33. "Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides"
    Himan Shahabi, Omid Rahmati, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Biswajeet Pradhan, Mahdi Panahi, Abolfazl Jaafari, Davood Mafi-Gholami
    APPLIED SOFT COMPUTING, 2022
  34. "Towards robust smart data-driven soil erodibility index prediction under different scenarios"
    Himan Shahabi, Kamal Nabiollahi, Ataollah Shirzadi, Fariba golmohamadi, Anuar Ahmad, Sushant K. Singh, John J. Clague
    Geocarto International, 2022
  35. "Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm"
    Himan Shahabi, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Marten Geertsema, John J. Clague, Shahrokh Asadi, Somayeh Ronoud, Fatemeh Mansouripour
    Geoscience Frontiers, 2021
  36. "Sentinel‐1 remote sensing data and Hydrologic Engineering Centres River Analysis System two‐dimensional integration for flash flood detection and modelling in New Cairo City, Egypt"
    Himan Shahabi, Romulus Costache, Ismail Elkhrachy, Quoc Bao Pham, Meriame Mohajane, Khalil Ur Rahman, Nguyen Thi Thuy Linh, Duong Tran Anh
    Journal of Flood Risk Management, 2021
  37. "Deep learning neural networks for spatially explicit prediction of flash flood probability"
    Himan Shahabi, Omid Rahmati, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Mahdi Panahi, Abolfazl Jaafari, Ebrahim Omidvar
    Geoscience Frontiers, 2021
  38. "Assessment of DSM Based on Radiometric Transformation of UAV Data"
    Himan Shahabi, Anuar Ahmad, Nadhir Al-Ansari, Muhammad Hamid Chaudhry, Qudsia Gulzar, Muhammad Shahid Farid
    SENSORS, 2021
  39. "Geodiversity evaluation and geoconservation using grid analysis: case study, north of Ilam Province"
    Himan Shahabi, Mehdi Ahmadi, Masood Khodadadi, Davoud Mokhtari
    Applied Geomatics, 2021
  40. "The performance quality of LR, SVM, and RF for earthquake-induced landslides susceptibility mapping incorporating remote sensing imagery"
    Himan Shahabi, Saeid Pirasteh, Rui Liu, Luyao Li, Zili Lai, Xin Yang
    Arabian Journal of Geosciences, 2021
  41. "Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms"
    Himan Shahabi, Ataollah Shirzadi, Wei Chen, Anuar Ahmad, Jie Dou, Marten Geertsema, Nadhir Al-Ansari, Laleh Ghayour, Aminreza Neshat, Sin Paryani, Mehdi Pourmehdi Amiri, Mehdi Gholamnia
    Remote Sensing, 2021
  42. "Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier"
    kyoumars Habibi, Himan Shahabi, Omid Rahmati, Baharin Ben Ahmad, Kayvan Ghaderi, Ataollah Shirzadi, Assefa M.Melesse, Anuar Ahmad, Ebrahim Omidvar, Ata Amini, Nadhir Al-Ansari, Marten Geertsema, John J. Clague, khabat khosravi, Sepideh Bahrami, Hoang Nguyen, Ayub Mohammadi
    Remote Sensing, 2020
  43. "Modeling flood susceptibility using data-driven approaches of naive Bayes tree, alternating decision tree, and random forest methods"
    Himan Shahabi, Baharin Ben Ahmad, Haoyuan Hong, Wei Chen, Biswajeet Pradhan, Shuai Zhang, Shaojun Li, Huiyuan Bian, Xiaojing Wang, Yang Li, Weifeng Xue
    SCIENCE OF THE TOTAL ENVIRONMENT, 2020
  44. "Groundwater Spring Potential Mapping Using Artificial Intelligence Approach Based on Kernel Logistic Regression, Random Forest, and Alternating Decision Tree Models"
    Himan Shahabi, Wei Chen, Paraskevas Tsangaratos, Loanna LLia, Huiyuan Bian, Yang Li, Weifeng Xue
    Applied Sciences-Basel, 2020
  45. "Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Binh Thai Pham, Wei Chen, Abolfazl Jaafari, Sushant K. Singh, Jie Dou, John J. Clague, Shaghayegh Miraki, Viet-Ha Nhu, Nadhir Al-Ansari, Chinh Luu, Huu Duy Nguyen, Krzysztof Górski
    International Journal of Environmental Research and Public Health, 2020
  46. "A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models"
    Himan Shahabi, Khalil Valizadeh Kamran, Nadhir Al-Ansari, Sadra Karimzadeh, Shazad Jamal Jalal, Saeid Homayouni, Ayub Mohammadi
    SENSORS, 2020
  47. "Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping"
    Himan Shahabi, Ataollah Shirzadi, Bahram Choubin, Farzaneh Sajedi-Hosseini, AMIRHOSEIN MOSAVI, FERESHTEH TAROMIDEH, MOSLEM BORJI, ARYAN SALVATI, ADRIENN A. DINEVA
    IEEE Access, 2020
  48. "A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, John J. Clague, khabat khosravi, Shahrokh Asadi, Somayeh Ronoud
    Engineering Applications of Artificial Intelligence, 2020
  49. "GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran"
    Himan Shahabi, Ataollah Shirzadi, Wei Chen, Romulus Costache, Saeid Janizadeh, Mohammadtaghi Avand, Xinxiang Lei, Amir Mosavi, Narges Kariminejad, Hejar Shahabi
    Remote Sensing, 2020
  50. "Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms"
    Himan Shahabi, Ataollah Shirzadi, Ebrahim Nohani, Marten Geertsema, Shaghayegh Miraki, Sepideh Bahrami, Hoang Nguyen, Viet-Ha Nhu, Nadhir Al-Ansari
    ISPRS International Journal of Geo-Information, 2020
  51. "Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Danesh Zandi, Sushant K. Singh, Jie Dou, Hoang Nguyen, Viet-Ha Nhu, Nadhir Al-Ansari
    Applied Sciences-Basel, 2020
  52. "Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM+ Images"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Mehdi Ahmadi, Wei Chen, Masood Khodadadi, Abolfazl Jaafari, khabat khosravi, Hoang Nguyen, Viet-Ha Nhu, Nadhir Al-Ansari, Ayub Mohammadi
    International Journal of Environmental Research and Public Health, 2020
  53. "Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Khalil Valizadeh Kamran, Wei Chen, Marten Geertsema, Hoang Nguyen, Viet-Ha Nhu, Nadhir Al-Ansari, Victoria R. Kress, Sadra Karimzadeh, Ayub Mohammadi
    FORESTS, 2020
  54. "GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Binh Thai Pham, Wei Chen, Abolfazl Jaafari, Ebrahim Omidvar, John J. Clague, Viet-Ha Nhu, Saeid Janizadeh, Mohammadtaghi Avand, Mohsen Farzin, Fatemeh Mansoorypoor
    Applied Sciences-Basel, 2020
  55. "A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Ata Amini, Sushant K. Singh, Nadhir Al-Ansari, Pezhman Taherei Ghazvinei, Shahriar Hamidi
    Sustainability, 2020
  56. "Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping"
    Himan Shahabi, Baharin Ben Ahmad, Wei Chen, Paraskevas Tsangaratos, Loanna LLia, Xiaojing Wang, Xia Zhao, Weifeng Xue
    JOURNAL OF HYDROLOGY, 2020
  57. "Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping"
    Himan Shahabi, Ataollah Shirzadi, Wei Chen, Guirong Wang, Xinxiang Lei
    Symmetry-Basel, 2020
  58. "Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran"
    Himan Shahabi, Davod Talebpur Asl, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Binh Thai Pham, Wei Chen, Abolfazl Jaafari, Marten Geertsema, John J. Clague, Shaghayegh Miraki, Viet-Ha Nhu, Mohammadtaghi Avand
    FORESTS, 2020
  59. "Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models"
    Himan Shahabi, Omid Rahmati, Baharin Ben Ahmad, Ataollah Shirzadi, Fatemeh Falah, Hoang Nguyen, Viet-Ha Nhu, Nadhir Al-Ansari, Saeed Shojaei, Krzysztof Górski
    Water, 2020
  60. "Hybridized neural fuzzy ensembles for dust source modeling and prediction"
    Himan Shahabi, Omid Rahmati, Ataollah Shirzadi, DieuTien Bui, Biswajeet Pradhan, Ravinesh C. Deo, Mahdi Panahi, Seid Saeid Ghiasi, John Tiefenbacher, Ali Jahani, Hamid Goshtasb, Aiding Kornejady, Hassan Khosravi, Davoud Davoudi Moghaddam, Maryamsadat Mohtashamian
    ATMOSPHERIC ENVIRONMENT, 2020
  61. "Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Wei Chen, Abolfazl Jaafari, John J. Clague, Hoang Nguyen, Viet-Ha Nhu, Nadhir Al-Ansari, Ayub Mohammadi
    International Journal of Environmental Research and Public Health, 2020
  62. "Performance Evaluation and Comparison of Bivariate Statistical-Based Artificial Intelligence Algorithms for Spatial Prediction of Landslides"
    Himan Shahabi, Ataollah Shirzadi, Wei Chen, Xia Zhao, Xinxiang Lei, Zenghui Sun
    ISPRS International Journal of Geo-Information, 2020
  63. "Flood Detection and Susceptibility Mapping Using Sentinel-1 Time Series, Alternating Decision Trees, and Bag-ADTree Models"
    Himan Shahabi, Khalil Valizadeh Kamran, Nadhir Al-Ansari, Sadra Karimzadeh, Ayub Mohammadi
    COMPLEXITY, 2020
  64. "Land cover change mapping using a combination of Sentinel-1 data ‎and multispectral satellite imagery: A case study of Sanandaj County, Kurdistan, Iran"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Mehdi Ahmadi, Anuar Ahmad, Hosein Rahmani, Mohamad Hidayat Bin Jamal, Roslli Noor Mohamed, Ayub Mohammadi
    Applied Ecology and Environmental Research, 2019
  65. "Development of an Artificial Intelligence Approach for Prediction of Consolidation Coefficient of Soft Soil: A Sensitivity Analysis"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Indra Prakash, Manh Duc Nguyen, Jie Dou, Tran Thi Tuyen, Nguyen Kim Quoc, Hoang Phan Hai Yen, Thanh Tien Vu
    The Open Construction & Building Technology Journal, 2019
  66. "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 Model"
    Jan Adamowski, khabat khosravi, Prasad Daggupati, Mehrnoosh Mahmoudi, Sepideh Bahrami, Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Hamidreza Pourghasemi, Binh Thai Pham, Biswajeet Pradhan, Assefa M.Melesse
    Remote Sensing, 2019
  67. "Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm"
    Himan Shahabi, Ataollah Shirzadi, Haoyuan Hong, Wei Chen, Shaojun Li, Mahdi Panahi, Somayeh Panahi, khabat khosravi, Yi Wang, Romulus Costache
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019
  68. "A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Khabat Khosravi, Binh Thai Pham, Haoyuan Hong, Biswajeet Pradhan, Indra Prakash, Jan Adamowski, Jie Dou, Hai-Bang Ly, Huu Loc Ho, Gyula Gróf
    JOURNAL OF HYDROLOGY, 2019
  69. "GIS Multi-Criteria Analysis by OrderedWeighted Averaging (OWA): Toward an Integrated Citrus Management Strategy"
    Himan Shahabi, Hasan Zabihi, Lee Saro, Mohsen Ali Zadeh, Mohammadreza Karami, Anuar Ahmad, Philip Kibet Langat, Mohamad Nor Said
    Sustainability, 2019
  70. "Land-Cover Change Detection in a Part of Cameron Highlands, Malaysia Using ETM+ Satellite Imagery and Support Vector Machine (SVM) Algorithm"
    Himan Shahabi, Baharin Ben Ahmad, Ayub Mohammadi
    EnvironmentAsia, 2019
  71. "Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction"
    Himan Shahabi, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Binh Thai Pham, Indra Prakash, Ebrahim Omidvar, Ata Amini, Ba Thao Vu, Phong Tung Nguyen, Tran Thi Tuyen, Hersh Entezami, Tran Van Phong, Tran Thanh
    Applied Sciences-Basel, 2019
  72. "Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)"
    Himan Shahabi, Mohammad Karimi, Ataollah Shirzadi, Mahdi Panahi, Mohammad Ahmadlou, Somayeh Alizadeh, Davoud Parvinnezhad
    Geocarto International, 2019
  73. "Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling"
    Himan Shahabi, Ataollah Shirzadi, Haoyuan Hong, Junzhi Liu, Wei Chen, Shaojun Li, A-xing Zhu, Yingying Tian, Aykut Akgun
    Bulletin of Engineering Geology and the Environment, 2019
  74. "New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed"
    Himan Shahabi, Davod Talebpur Asl, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Binh Thai Pham, Ebrahim Omidvar, Jie Dou, Marten Geertsema, John J. Clague
    FORESTS, 2019
  75. "Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)"
    Himan Shahabi, Baharin Ben Ahmad, Saeid Pirasteh, Ataollah Shirzadi, Ali Asghar Alesheikh, DieuTien Bui, Haoyuan Hong, Wei Chen, Shaojun Li, Mahdi Panahi, Somayeh Panahi, Abolfazl Jaafari, Fatemeh Rezaie, khabat khosravi, Yi Wang
    Applied Sciences-Basel, 2019
  76. "SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors"
    Kamran Chapi, Himan Shahabi, Omid Rahmati, Ataollah Shirzadi, Biswajeet Pradhan, Ali Azareh, Elham Rafiei-Sardooi, Assefa M.Melesse, Mahmood Samadi, Hossein Alilou
    Geoscience Frontiers, 2019
  77. "Evaluating Water Level Changes at Different Tidal Phases Using UAV Photogrammetry and GNSS Vertical Data"
    Himan Shahabi, Anuar Ahmad, Norhafizi Mohamad, Mohd Faisal Abdul Khanan, Ami Hassan Md Din
    SENSORS, 2019
  78. "Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Wei Chen, Shuai Zhang, Renwei Li, Huichan Chai, Jianquan Ma, Yingtao Chen, Xiaojing Wang, Lingyu Zhang, khabat khosravi, Xia Zhao
    Geocarto International, 2019
  79. "A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Binh Thai Pham, Vijay P. Singh, Wei Chen, Biswajeet Pradhan, khabat khosravi
    Water, 2019
  80. "SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Mohsen Ali Zadeh, Hamidreza Pourghasemi, Binh Thai Pham, Mahdi Panahi, Assefa M.Melesse, Fatemeh Rezaie, khabat khosravi, Mohamad Yekrangnia, Hamidreza Moeini
    SENSORS, 2019
  81. "A novel hybrid approach of Bayesian Logistic Regression and its ensembles for landslide susceptibility assessment"
    Kamran Chapi, Himan Shahabi, Bahare Qasemyan, Baharin Ben Ahmad, Mosa Abdini, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham
    Geocarto International, 2019
  82. "A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)"
    Kamran Chapi, Himan Shahabi, Davod Talebpur Asl, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Hossein Khaledian, DieuTien Bui, Binh Thai Pham, Biswajeet Pradhan, Mahdi Panahi, Ebrahim Omidvar, Hosein Rahmani, Gyula Gróf
    SENSORS, 2019
  83. "Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms"
    Himan Shahabi, Davod Talebpur Asl, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Binh Thai Pham, Ebrahim Omidvar, Sushant K. Singh, Mehebub Sahana, Nguyen Kim Quoc
    Sustainability, 2019
  84. "Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling"
    Himan Shahabi, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Indra Prakash, Vu Viet Nguyen, Ba Thao Vu, Sudan Jha, Dong Nguyen Ba, Raghvendra Kumar, Jyotir Moy Chatterjee
    FORESTS, 2019
  85. "Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis"
    Himan Shahabi, Wei Chen, Biswajeet Pradhan, Shaojun Li, Hossein Mojaddadi Rizeei, Enke Hou, Shengquan Wang
    Natural Resources Research, 2019
  86. "Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods"
    Himan Shahabi, Omid Rahmati, Baharin Ben Ahmad, DieuTien Bui, Bahram Choubin, Abolhasan Fathabadi, Frederic Coulon, Elinaz Soltani, Eisa Mollaefar, John Tiefenbacher, Sabrina Cipullo
    SCIENCE OF THE TOTAL ENVIRONMENT, 2019
  87. "Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles"
    Himan Shahabi, Baharin Ben Ahmad, Haoyuan Hong, Wei Chen, Shaojun Li, Xiaojing Wang, Yi Wang
    JOURNAL OF HYDROLOGY, 2019
  88. "Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Ataollah Kavian, DieuTien Bui, Karim Solimani, Mahmood HabibnejadRoshan, Saskia Keesstra
    CATENA, 2019
  89. "Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Binh Thai Pham, Vijay P. Singh, Shaghayegh Miraki, Sasan Hedayati Zanganeh
    WATER RESOURCES MANAGEMENT, 2019
  90. "Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Khabat Khosravi, DieuTien Bui, Binh Thai Pham, Biswajeet Pradhan, Ebrahim Omidvar, Zahra Barati, Marten Geertsema, John J. Clague, Hosein Rahmani, Gyula Gróf
    Remote Sensing, 2019
  91. "Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran"
    Himan Shahabi, Hossein Shafizadeh-Moghadam, Masoud Minaei, Julian Hagenauer
    Earth Science Informatics, 2019
  92. "Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Wei Chen, Shaojun Li, Qingfeng He, Nianqin Wang, Huichan Chai, Huiyuan Bian, Jianquan Ma, Yingtao Chen, Xiaojing Wang
    SCIENCE OF THE TOTAL ENVIRONMENT, 2019
  93. "Sinkhole susceptibility mapping: a comparison between Bayes-based machine learning algorithms"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Khabat Khosravi, Kamal Taheri, Francisco Gutiérrez
    LAND DEGRADATION & DEVELOPMENT, 2019
  94. "Hybrid artificial intelligence models based on a neuro-fuzzy system and metaheuristic optimization algorithms for spatial prediction of wildfire probability"
    Himan Shahabi, Mahdi Panahi, Abolfazl Jaafari, Eric K. Zenner
    AGRICULTURAL AND FOREST METEOROLOGY, 2019
  95. "Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility"
    Himan Shahabi, Lee Saro, DieuTien Bui, Binh Thai Pham, Mahdi Panahi, Abolfazl Jaafari, Fatemeh Rezaie
    CATENA, 2019
  96. "Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Majid Shadman Roodposhti, DieuTien Bui, Arastoo Yari, Haoyuan Hong, Wei Chen, Yingying Tian
    Natural Hazards, 2019
  97. "Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility"
    Himan Shahabi, Baharin Ben Ahmad, Wei Chen, Shaojun Li, Mahdi Panahi, Paraskevas Tsangaratos, Loanna LLia, Somayeh Panahi, Abolfazl Jaafari
    CATENA, 2019
  98. "Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling"
    Himan Shahabi, Wei Chen, Tingyu Zhang, Ling Han
    Entropy, 2018
  99. "INTEGRATION OF INSAR TECHNIQUE, GOOGLE EARTH IMAGES AND EXTENSIVE FIELD SURVEY FOR LANDSLIDE INVENTORY IN A PART OF CAMERON HIGHLANDS, PAHANG, MALAYSIA"
    Himan Shahabi, Baharin Ben Ahmad, Ayub Mohammadi
    Applied Ecology and Environmental Research, 2018
  100. "Multi-Criteria Decision Making (MCDM) Model for Seismic Vulnerability Assessment (SVA) of Urban Residential Buildings"
    Himan Shahabi, Hasan Zabihi, Mazlan Hashima, Esmaeil Ali Zadeh, Mohsen Ali Zadeh, Mohammadreza Karami, Biswajeet Pradhan, Amin Beiranvand Pour
    ISPRS International Journal of Geo-Information, 2018
  101. "Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, Khabat Khosravi, DieuTien Bui, Biswajeet Pradhan, Mahdi Panahi
    SENSORS, 2018
  102. "Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches"
    Himan Shahabi, Omid Rahmati, DieuTien Bui, Biswajeet Pradhan, Seyed Amir Naghibi, Ali Azareh, Elham Rafiei-Sardooi, Aliakbar Nazari Samani, Assefa M.Melesse
    JOURNAL OF HYDROLOGY, 2018
  103. "New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Khabat Khosravi, DieuTien Bui, Vijay P. Singh, Wei Chen, Shaojun Li, Mahdi Panahi, Somayeh Panahi
    Water, 2018
  104. "A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Lee Saro, DieuTien Bui, Binh Thai Pham, Mahdi Panahi, Nhat-Duc Hoang, Quang-Thanh Bui, Chuyen-Trung Tran
    Remote Sensing, 2018
  105. "Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models"
    Himan Shahabi, Omid Rahmati, Baharin Ben Ahmad, Lee Saro, Ali Azareh, Elham Rafiei-Sardooi, Joel B. Sankey
    SCIENCE OF THE TOTAL ENVIRONMENT, 2018
  106. "Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Mohsen Ali Zadeh, DieuTien Bui, Haoyuan Hong, Wei Chen, Mahdi Panahi, Yingying Tian, Ayub Mohammadi
    Remote Sensing, 2018
  107. "Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Khabat Khosravi, DieuTien Bui, Vijay P. Singh, Wei Chen, Shaojun Li, Mahdi Panahi, Somayeh Panahi
    Scientific Reports, 2018
  108. "Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Karim solaimani, Khabat Khosravi, Ataollah Kavian, DieuTien Bui, Binh Thai Pham, Wei Chen, Biswajeet Pradhan, Mahmood Habibnejhad, Anuar Ahmad
    SENSORS, 2018
  109. "A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Haoyuan Hong, Wei Chen, Tao Li, Chen Guo, Wei Li, Di Pan, Jiarui Hui, Mingzhe Ma, Manna Xi
    Geocarto International, 2018
  110. "Land cover mapping using a novel combination model of satellite imageries: Case study of a part of the cameron highlands, Pahang, Malaysia"
    Himan Shahabi, Baharin Ben Ahmad, Ayub Mohammadi
    Applied Ecology and Environmental Research, 2018
  111. "Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran"
    Himan Shahabi, Baharin Ben Ahmad, Lee Saro, Esmaeil Ali Zadeh, Mohsen Ali Zadeh, Mahdi Panahi, Sara Asadollahpour Kotenaee, Amin Beiranvand Pour
    Sustainability, 2018
  112. "Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches"
    Himan Shahabi, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Indra Prakash, Sushant K. Singh, Thi-Thu-Trang Tran
    CATENA, 2018
  113. "Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Khabat Khosravi, Binh Thai Pham, Wei Chen, Shuai Zhang, Renwei Li, Tingyu Zhang, Huichan Chai, Jianquan Ma, Yingtao Chen, Xiaojing Wang, Lingyu Zhang
    Applied Sciences-Basel, 2018
  114. "GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method"
    Himan Shahabi, DieuTien Bui, Haoyuan Hong, Wei Chen, Xiaoshen Xie, Jianbing Peng, Zhao Duan, Shaojun Li, A-xing Zhu
    CATENA, 2018
  115. "A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Khabat Khosravi, DieuTien Bui, Inge Revhaug, Binh Thai Pham, Indra Prakash
    SCIENCE OF THE TOTAL ENVIRONMENT, 2018
  116. "Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China"
    Himan Shahabi, Haoyuan Hong, Junzhi Liu, Wei Chen, Biswajeet Pradhan, Jianbing Peng, Zhao Duan, A-xing Zhu, xiangjun pei
    SCIENCE OF THE TOTAL ENVIRONMENT, 2018
  117. "Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling"
    Himan Shahabi, Wei Chen, Shuai Zhang, Renwei Li
    SCIENCE OF THE TOTAL ENVIRONMENT, 2018
  118. "Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Hossein Shafizadeh-Moghadam, Roozbeh Valavi
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2018
  119. "Rock fall susceptibility assessment along a mountainous road: an evaluation of bivariate statistic, analytical hierarchy process and frequency ratio"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Karim solaimani, Ataollah Kavian
    Environmental Earth Sciences, 2017
  120. "A Novel Hybrid Artificial Intelligence Approach for Flood Susceptibility Assessment"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Khabat Khosravi, DieuTien Bui, Binh Thai Pham, Vijay P. Singh
    ENVIRONMENTAL MODELLING & SOFTWARE, 2017
  121. "A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China)"
    Himan Shahabi, DieuTien Bui, Binh Thai Pham, Haoyuan Hong, Junzhi Liu, A_Xing Zhu, Wei Chen, Biswajeet Pradhan
    Environmental Earth Sciences, 2017
  122. "Drought sensitivity mapping using two one-class support vector machine algorithms"
    Himan Shahabi, Majid Shadman Roodposhti, Taher Safarrad
    ATMOSPHERIC RESEARCH, 2017
  123. "A comparative study between popular statistical and machine learning methods for simulating volume of landslides"
    Kamran Chapi, Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Kaka Shahedi
    CATENA, 2017
  124. "Shallow landslide susceptibility assessment using a novel hybrid intelligence approach"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Karim solaimani, Ataollah Kavian, DieuTien Bui, Inge Revhaug, Binh Thai Pham
    Environmental Earth Sciences, 2017
  125. "A novel hybrid artificial intelligence approach based on the rotation forest ensemble and na€ ıve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China"
    Himan Shahabi, Baharin Ben Ahmad, Ataollah Shirzadi, Haoyuan Hong, Wei Chen, Shuai Zhang, Ning Zhang
    Geomatics, Natural Hazards and Risk, 2017
  126. "Planning for ecotourism in the protected area of Manesht and Ghelarang, Ilam Province, Iran"
    Himan Shahabi, Mehdi Ahmadi, Masood Khodadadi
    Journal of Quality Assurance in Hospitality & Tourism, 2017
  127. "Assessment of WLC and Fuzzy Logic Methods for Site Selection of Water Reservoirs in Malaysia"
    Himan Shahabi, Baharin Ben Ahmad, Mohammad Javad Taheri Amiri, Soroush Keihanfard, Saeed Ebrahimi, Bakhtyar Ali Ahmad
    POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2016
  128. "Application of Geographic Information System Technology in Controlling Pipeline Vandalism of Oil and Gas Industry"
    Himan Shahabi, Baharin Ben Ahmad, Shilan Mirmokrigharehveran, Bakhtyar Ali Ahmad, Dalhatu Aliyu Sani
    Research Journal of Information Technology, 2016
  129. "Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method"
    Himan Shahabi, Majid Shadman Roodposhti, Jagannath Aryal, Taher Safarrad
    Entropy, 2016
  130. "Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio, logistic regression, and fuzzy logic methods at the central Zab basin, Iran"
    Himan Shahabi, Baharin Ben Ahmad, Mazlan Hashima
    Environmental Earth Sciences, 2015
  131. "Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment"
    Himan Shahabi, Mazlan Hashima
    Scientific Reports, 2015
  132. "Application of moderate resolution imaging spectroradiometer snow cover maps in modeling snowmelt runoff process in the central Zab basin, Iran"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad, Tajul Ariffin Musa
    Journal of Applied Remote Sensing, 2014
  133. "Landslide susceptibilitymapping at central Zab basin, Iran: A comparison between analytical hierarchy process, frequency ratio and logistic regression models"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad, Mazlan Hashima
    CATENA, 2014
  134. "Landslide Susceptibility Mapping in Central Zab Basin in GIS-based models, Northwest of Iran"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad
    Journal of Basic and Applied Scientific Research, 2013
  135. "Application of GIS and Remote sensing Techniques in Assessment of Natural Hazards in the Central Zab Basin, Northwest of Iran"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad
    Journal of Basic and Applied Scientific Research, 2013
  136. "Landslide Susceptibility Mapping Using Image Satellite and GIS Technology"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad
    International Journal of Engineering Research and Technology, 2012
  137. "Application of Satellite images and fuzzy set theory in Landslide hazard Mapping in Central Zab basin"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad, Hamid Allawerdi Asl
    IOSR Journal of Applied Physics (IOSRJAP), 2012
  138. "Application of Satellite Images and Comparative Study of AnalyticalHierarchy Process and Frequency Ratio Methods to LandslideSusceptibility Mapping in Central Zab Basin, Nw Iran."
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad, Hamid Allawerdi Asl
    International Journal of Advances in Engineering & Technology (IJAET), 2012
  139. "Application of Satellite remote sensing for detailed landslide inventories using Frequency ratio model and GIS"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad
    IJCSI International Journal of Computer Science Issues, 2012
  140. "Evaluation and comparison of bivariate and multivariate statistical methods for landslide susceptibility mapping (case study: Zab basin)"
    Saeed Khezri, Himan Shahabi, Baharin Ben Ahmad
    Arabian Journal of Geosciences, 2012
  141. "Application of MODIS Image satellite and GIS technique ‎in Assessment of Avalanche fall in Roads"
    Himan Shahabi, Baharin Ben Ahmad
    World Academy of Science, Engineering and Technology, 2011
  142. "Urban flood susceptibility prediction using a Fuzzy-Delphi hybrid model in Sanandaj City"
    Himan Shahabi, Ataollah Shirzadi, Behnam Shirzadi, Mohammad sadegh Ghorbani, Farzad Veisi
    مدل سازی و مدیریت آب و خاک, 2024
  143. "Identifying rural settlements at risk of landslides in nomadic ecosystems (case study: Paveh county)"
    Himan Shahabi, Davood Jamini, Ramin Atashbahar, Hamid Nazari
    مطالعات برنامه ریزی قلمرو کوچ نشینان, 2023
  144. "Prediction of Gully Erosion Susceptibility and Its Hazards in Kloche Bijar Watershed Using Spatial Predictive Models"
    Himan Shahabi, Ataollah Shirzadi, Zanyar Amiri
    مديريت مخاطرات محيطي (دانش مخاطرات سابق), 2022
  145. "سنجش احساس امنیت اجتماعی و شناسایی پیشران های کلیدی مؤثر بر آن در فضاهای شهری (مطالعۀ موردی: روانسر؛ استان کرمانشاه)"
    Himan Shahabi, Davood Jamini
    برنامه ریزی فضایی (جغرافیا), 2022
  146. "پیش بینی مکانی زمین لغزش های سطحی با استفاده از الگوریتم درخت تصمیم متناوب (مطالعۀ موردی: مسیر ارتباطی یوزیدر- دگاگا در استان کردستان)"
    Himan Shahabi, Ataollah Shirzadi, Mitra Asadi, Leila Goli Mokhtari, Shahram Bahrami
    مهندسي اكوسيستم بيابان, 2022
  147. "Application of artificial neural network, frequency ratio and evidential belief function models in preparing of flood susceptibility map in Haraz watershed: A plan for urban flood risk studies"
    Himan Shahabi
    پژوهش و برنامه ريزي شهري, 2021
  148. "Investigating the Changes in Snow Cover in Sefidrood Drainage Basin using Remote Sensing"
    Mohammad Darand, Himan Shahabi, Hiresh Entezami, Firouz Mojarrad
    جغرافيا و پايداري محيط, 2021
  149. "Flood hazard mapping in Ilam city using evidential belief function model"
    Himan Shahabi, Mamand Salari, Khadijeh Davand
    جغرافيا و مخاطرات محيطي, 2021
  150. "Flood susceptibility mapping in northern regions of Iran using advanced data mining algorithms (Case study: Haraz watershed)"
    Himan Shahabi
    برنامه ريزي منطقه اي, 2021
  151. "پهنه بندی خطر سیلاب در شهر سنندج با استفاده از مدل های ترکیبی شاخص آماری و تابع شواهد قطعی"
    Kamran Chapi, Himan Shahabi, Ataollah Shirzadi, Mehnaz Azadtalab
    مطالعات شهري, 2020
  152. "ارزیابی و پیش بینی مکانی مخاطرۀ زمین لغزش در جادۀ کوهستانی سنندج-کامیاران با استفاده از الگوریتم های پیشرفتۀ داده کاوی"
    Himan Shahabi, Saleh Mirzania
    مديريت مخاطرات محيطي (دانش مخاطرات سابق), 2020
  153. "پهنه بندی حساسیت خطر سیل در حوضه آبخیز رودخانه کشکان با استفاده از دو مدل WOE و EBF"
    Himan Shahabi, Hasan Sadogh, Fahimeh Azadi, Manijeh ghahroudi
    جغرافيا و مخاطرات محيطي, 2020
  154. "برآورد میزان فرسایش خاک و تولید رسوب در حوضه آبخیز کنگیر در استان ایلام با استفاده از مدل E.P.M"
    Himan Shahabi, Mehdi Ahmadi, Asadallah Hejazi
    مخاطرات محيط طبيعي, 2018
  155. "ارزیابی و پهنه بندی تحول کارست حوضه آبریز غار سهولان مهاباد با استفاده از روش تحلیل سلسله مراتبی"
    Saeed Khezri, Himan Shahabi, Sara Mohammadi
    پژوهش هاي ژئومورفولوژي كمي, 2017
  156. "تبیین اثرات ژئوتوریسم بر توسعه کارآفرینی در روستا- شهر قوری قلعه با رویکرد معادلات ساختاری"
    Himan Shahabi, Mamand Salari, Davood Jamini
    جغرافيا و پايداري محيط, 2017
  157. "ارزیابی روند گسترش افقی شهر در حریم گسل های لرزه ای و مناطق خطرپذیر طبیعی و پیامدهای آن (مطالعه موردی: شهرستان سقز در استان کردستان)"
    Himan Shahabi, Mamand Salari, Mahmood Yazdani, Arastoo Yari
    جغرافيا, 2017
  158. "مدیریت(شناسایی و اولویت بندی) ژئومورفوسایت ها با استفاده از مدل های Entropy و Saw، مطالعه موردی: ژئومورفوسایت های شهرستان سردشت"
    Himan Shahabi, Mamand Salari, Samrand salari
    پژوهش هاي ژئومورفولوژي كمي, 2016
  159. "ارزیابی و پهنه بندی خطر زمین لغزش با استفاده از مدل AHP و عملگرهای منطق فازی در حوضه ی آبریز پشت تنگ سرپل ذهاب (استان کرمانشاه)"
    Saeed Khezri, Himan Shahabi, javad Mirnazarii
    جغرافيا و توسعه, 2015
  160. "ارزیابی و پهنه بندی مخاطرات لغزشی در حوضه های آبخیز با استفاده از عملگرهای منطق فازی و تصاویر ماهواره ای (مطالعه موردی: حوضه آبخیز زاب مرکزی)"
    Saeed Khezri, Himan Shahabi
    جغرافيا (برنامه ريزي منطقه اي)-موسسه آموزش عالي بين المللي قشم, 2014
  161. "کاربرد منطق بولین و وزندهی افزودنی ساده در مکانیابی ژئومورفولوژیکی دفن مواد زاید شهری (مطالعه موردی: شهر سقز)"
    Shahram rostaei, Himan Shahabi, Mohammad hosayn Rezaeimoghadam
    تحقيقات جغرافيايي, 2013
  162. "پهنه بندی خطر زمین لرزه با روش تحلیل چند معیاره فضائی"
    Mohammad hosayn Gholizadeh, Himan Shahabi, Hadi Naieri
    جغرافيا و توسعه, 2011
  163. "ارزیابی نقش عناصر اقلیمی بر تصادفات جاده ای (مطالعه محور سقز - سنندج)"
    Himan Shahabi, Mir Kamel Hosseini, Ali Mohammad Khorshiddost
    تحقيقات جغرافيايي, 2011
  164. "طراحی پارک طبیعی با استفاده از شاخص های طبیعی، اجتماعی و اقتصادی (مطالعه موردی: کوه سیاه«برده ره ش» بوکان)"
    Himan Shahabi, Hiwa Shahabi, Nemat Ghajeri, Karim Hoseinzade Dalir
    فضاي جغرافيايي, 2011
  165. "مقایسه و ارزیابی روشهای رتبه ای و AHP درمکان یابی پارکینگ ها (مطالعه موردی: ناحیه 4 منطقه 15 تهران)"
    Himan Shahabi, Saeed Keyhanfard, Sadegh Barzegar, Soroush Keihanfard
    تحقيقات كاربردي علوم جغرافيايي (علوم جغرافيايي), 2011
  166. "ژئوتوریسم، رویکردی نو در بهره گیری از جاذبه های ژئومورفولوژیکی «مطالعه موردی: غار کرفتو در استان کردستان»"
    Himan Shahabi, Hana Ghaderizadeh, Maryam Bayati Khatibi
    فضاي جغرافيايي, 2010
  167. "ارزیابی روشهای تحلیل سلسله مراتبی و ترکیب خطی وزنی در مکان یابی محل دفن مواد زاید شهری با تاکید بر عوامل ژئومورفیک مطالعه موردی: شهر سقز"
    Himan Shahabi, Osman Rahimi, Masoud Alaee, Sayed Mohammad Hoseini
    آمايش محيط - دانشگاه آزاد اسلامي واحد ملاير, 2010

Conference Paper

  1. "Gully Erosion Susceptibility Mapping in Qara Toureh Village Using Spatial Prediction Models"
    Himan Shahabi, Jalal Zandi, Milad Ahmadi
    Mediterranean Geosciences Union Annual Meeting (MedGU-24), 2024
  2. "شناسایی قابلیت های صنعت گردشگری در توسعه سکونتگاه های روستایی (مطالعه موردی: منطقه اورامانات؛ استان کرمانشاه)"
    Himan Shahabi, Davood Jamini, Alireza Jamshidi
    The first Hawraman International Conference, 2023
  3. "ارزیابی و تحلیل شاخص های پایداری کالبدی مسکن در سکونتگاه های روستایی (مطالعه موردی: منطقه اورامانات؛ استان کرمانشاه)"
    Himan Shahabi, Davood Jamini, Alireza Jamshidi
    The first Hawraman International Conference, 2023
  4. "شناسایی عمده ترین چالش های توسعه گردشگری در سکونتگاه های روستایی (مطالعه موردی: منطقه اورامانات؛ استان کرمانشاه)"
    Himan Shahabi, Davood Jamini, Alireza Jamshidi
    همايش بين المللي هورامان؛ ثبت جهاني؛ فرهنگ و توسعه پايدار, 2022
  5. "چالش های زیست محیطی و شناسایی استراتژی مقابله با آن در مناطق روستایی (مطالعه موردی: شهرستان روانسر)"
    Himan Shahabi, Davood Jamini, Alireza Jamshidi
    همايش بين المللي هورامان؛ ثبت جهاني؛ فرهنگ و توسعه پايدار, 2022
  6. "View Angle Importance of SAR Satellite Imageries for Mapping Areas Susceptible to Floods: A Case Study of Kumamoto Prefecture, Japan"
    Himan Shahabi, Ayub Mohammadi
    4th Intercontinental Geoinformation Days (IGD), 2022
  7. "Mapping Flood Prone Areas Using SAR Satellite Imageries: A Quick Approach for Crisis Management"
    Himan Shahabi, Khalil Valizadeh Kamran, Sadra Karimzadeh, Ayub Mohammadi
    اولين كنفرانس ملي جغرافيا و مخاطرات طبيعي, 2021
  8. "Landslide inventory mapping using AIRSAR data and optical satellite images in Cameron Highlands area, Malaysia"
    Himan Shahabi, Baharin Ben Ahmad
    International Conference on Environment and Natural Science (ICENS), 2017
  9. "بررسی آلودگی میکروبی آب شرب شهر سردشت"
    Saeed Khezri, Himan Shahabi, Pari Shariati
    دهمين كنگره پيشگامان پيشرفت, 2016
  10. "ارزیابی توانمندی های زمین گردشگری غار سهولان به عنوان میراث ژئومورفولوژیک با روش پرالونگ"
    Saeed Khezri, Himan Shahabi, Sara Mohammadi
    چهارمين همايش ملي انجمن ايراني ژئومورفولوژي, 2016
  11. "Assessment and Validation of Landslide Susceptibility Mapping in Mountainous Basin Using Spatial-Based Statistical Models and Remote Sensing Techniques"
    Himan Shahabi, Bakhtyar Ali Ahmad
    First international conference of natural scince, 2016
  12. "Evaluation of Chemical quality of karstic water of Cave (Sohoolan cave, Mahabad in Iran)"
    Kamran Chapi, Saeed Khezri, Himan Shahabi, Sara Mohammadi
    First international conference of natural scince, 2016
  13. "THE ZONATION OF FLASH FLOODING DISASTERS IN URBAN CATCHMENT BY USING GIS-BASED STATISTICAL MODEL AND REMOTE SENSING TECHNOLOGY"
    Himan Shahabi
    International Water Conference 2016 on Water Resource in Arid areas: The Way Forward, 2016
  14. "کاربرد فناوری سنجش از دور و GIS در پهنهبندی پتانسیل سیلخیزی حوزههای آبخیز"
    Himan Shahabi
    اولين همايش ملي حفاظت و احياي تالاب ها و درياچه ها با تاكيد بر درياچه زريبار مريوان, 2015
  15. "Application of Remote sensing and GIS Technique in Landslide Hazard investigation"
    Himan Shahabi
    International Symposium on Environment and Natural Resources, 2011
  16. "Natural Disasters Evaluation of Landslide Hazard by Using Fuzzy Logic"
    Himan Shahabi, Ali Piroti, Khalil Valizadeh Kamran
    GEOMED2010-The 2nd international geography symposium-Mediterranean Environment- Kemer-Antalya, 2010
  17. "disaster management of flooding basin by using GIS (case study: Saqqez watershed in kurdistan province in Iran country)"
    Himan Shahabi, Ali Piroti, Khalil Valizadeh Kamran
    GEOMED2010-The 2nd international geography symposium-Mediterranean Environment- Kemer-Antalya, 2010
  18. "بررسی فاکتورهای مؤثر در مکانیابی ایستگاه های امداد و نجات جاده سقز - سنندج با استفاده از مدل ترکیب خطی وزین (WLC)"
    Saeed Khezri, Himan Shahabi, Hadi Naieri
    چهارمين كنفرانس بين المللي مديريت جامع بحران و پدافند غير عامل, 2009
  19. "APPLICATION OF MULTI SOURCE REMOTE SENSING IMAGERY IN EXTRACTION OF SEISMIC RISK IN URBAN REGIONAL"
    Himan Shahabi
    2nd INTERNATIONAL CONFERENCE ON BUILT ENVIRONMENT IN DEVELOPING COUNTRIES (ICBEDC 2008), 2008
  20. "شهر و هویت شهری"
    Himan Shahabi, Aboulfazl Meshkini, Aoub Zoghi
    2st Conference on Superior City, Superior Design, 2008
  21. "Comparison of Boolean, Index Overlay and Fuzzy Logic Methods for Data Integration in Hazardous Material Disposal Center Sitting"
    Himan Shahabi, Khalil Valizadeh Kamran
    5th International conference on Geographic Information System, 2008