1403/01/27
هیمن شهابی

هیمن شهابی

مرتبه علمی: دانشیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس: 23670602300
دانشکده: دانشکده منابع طبیعی
نشانی: دانشکده منابع طبیعی، دانشگاه کردستان
تلفن: 087-33664600-8 داخلی 4312

معرفی

هیمن شهابی دکترای خود را در رشته سنجش ازدور-GIS در گروه سنجش ازدور، دانشکده Geoinformation در دانشگاه صنعتی مالزی (UTM) دریافت کرده است. او دوره دکترای خود را با کسب مدال طلا به عنوان دانشجوی برگزیده دوره دکترای در 52 –امین دوره جشن فارغ التحصیلی در دانشگاه UTM مالزی دریافت نمود. اوهمچنین دوره فوق دکترای خود را در رشته سنجش ازدور و GIS را در موسسه Geoscience and Digital Earth Centre (Geo-DEC), Research Institute for Sustainability and Environment (RISE) در دانشگاه تکنولوژی UTM مالزی و ژاپن در سال 2015 به اتمام رسانده است. زمینه تخصصی او سنجش ازدور و کاربرد GIS و روشها و مدلهای محاسباتی در مخاطرات طبیعی با تاکید بر زمین لغزش و سیلاب و مسائل زیست محیطی در برنامه ریزی شهری است. بعلاوه او عضو بنیاد ملی نخبگان به دلیل دانش آموخته برتر علمی-پژوهشی در دوره کارشناسی ارشد از سال 1391 تا کنون می باشد. او هم اکنون دانشیار سنجش ازدور-GIS گروه ژئومورفولوژی در دانشکده منابع طبیعی در دانشگاه کردستان می باشد.

تحصیلات

  • دکترای تخصصی فوق دکترا سنجش از دور و GIS ، مرکز علوم زمین و رقومی زمین (Geo-DEC)، موسسه تحقیقاتی برای پایداری و محیط زیست (RISE) ، مالزی و ژاپن (1394 - 1395)
    عنوان رساله: پهنه بندی ارزیابی زمین لغزش در کامرون هایلندس با استفاده از داده های ماهواره ای و مدلهای آماری
  • دکترای تخصصی سنجش از دور/GIS ، دانشگاه تکنولوژی مالزی ، مالزی (1390 - 1393)
    عنوان رساله: پهنه بندی ارزیابی زمین لغزش در حوضه زاب مرکزی با استفاده از داده های مکانی GIS و تصاویر ماهواره ای
بیشتر

فعالیت‌های پژوهشی

مقاله چاپ‌شده در مجلات علمی
Improving the performance of artificial intelligence models using the rotation forest technique for landslide susceptibility mapping Hen Shen, Faming Huang, Xian Fan, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Xui Zhao, Cui Peng, Diue Wang (2023)
Satellite-Synoptic Monitoring of Dominant Dust Entering Western Iran Himan Shahabi, Taher Safarrad, Mazlan Hashima, Nadhir Al-Ansari (2023)
Performance improvement of the linear muskingum flood routing model using optimization algorithms and data assimilation approaches ARYAN SALVATI, Alireza Moghaddam Nia, Ali Salajegheh, Parham Moradi, Yazdan Batmani, John J. Clague, Junichi Ueno, Akbar Sheikh‑Akbari, Himan Shahabi, Ataollah Shirzadi, Shahabeddin Najafi (2023)
Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms Himan Shahabi, Reza Ahmadi, Mohsen Ali Zadeh, Mazlan Hashima, Nadhir Al-Ansari, Effi Helmy Ariffin, Isabelle D. Wolf, Ataollah Shirzadi (2023)
Spatial Prediction of Landslides Using Hybrid Multi-Criteria Decision-Making Methods: A Case Study of the Saqqez-Marivan Mountain Road in Iran Rahim Tavakoloifar, Himan Shahabi, Mohsen Ali Zadeh, Sayed M. Bateni, Mazlan Hashima, Saman Shojae Chaeikar, Isabelle D. Wolf, Effi Helmy Ariffin, Ataollah Shirzadi (2023)
Kinematic analysis of small and slow-moving landslides using Pleiades-1 satellite data Etim Eyo, Mazlan Hashima, Mohd Nadzri Md Reba, Temel Bayrak, Himan Shahabi (2023)
Rangeland species potential mapping using machine learning algorithms Behzad Sharifipour, Bahram Gholinejad Bodagh, Ataollah Shirzadi, Himan Shahabi, Nadhir Al-Ansari, John J. Clague, Fatemeh Mansouripour, asghar Farajolahi (2023)
A comparative study for landslide susceptibility assessment using machine learning algorithms based on grid unit and slope unit Niandong Deng, Yuxin Li, Jianquan Ma, Himan Shahabi, Mazlan Hashima, Saman Shojae Chaeikar, Gabriel de Oliveira (2022)
Application of a Novel Hybrid Machine Learning Algorithm in Shallow Landslide Susceptibility Mapping in a Mountainous Area Bahare Qasemyan, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Anuar Ahmad, Sushant K. Singh, Assefa M.Melesse, Marten Geertsema (2022)
Towards robust smart data-driven soil erodibility index prediction under different scenarios Ataollah Shirzadi, Himan Shahabi, Kamal Nabiollahi, Anuar Ahmad, Fariba golmohamadi, Sushant K. Singh, John J. Clague (2022)
A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran Bahare Qasemyan, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Anuar Ahmad, Somayeh Ronoud, Marten Geertsema, Victoria R. Kress (2022)
Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides Abolfazl Jaafari, Mahdi Panahi, Davood Mafi-Gholami, Omid Rahmati, Himan Shahabi, Biswajeet Pradhan, DieuTien Bui, Lee Saro, Ataollah Shirzadi (2022)
Landslide susceptibility modeling based on remote sensing data and data mining techniques Xiaojing Wang, Faming Huang, Xuanmei Fan, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Xinxiang Lei, Xiongde Ma, Huiyuan Bian (2022)
بررسی روند تغییرات سطح پوشش برف در حوضه سفیدرود با استفاده از سنجش از دور هیرش انتظامی، فیروز مجرد، محمد دارند، هیمن شهابی (1400)
Deep learning neural networks for spatially explicit prediction of flash flood probability Mahdi Panahi, Abolfazl Jaafari, Ataollah Shirzadi, Himan Shahabi, Omid Rahmati, DieuTien Bui, Lee Saro, Ebrahim Omidvar (2021)
Geodiversity evaluation and geoconservation using grid analysis: case study, north of Ilam Province Mehdi Ahmadi, Davoud Mokhtari, Masood Khodadadi, Himan Shahabi (2021)
Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm Himan Shahabi, Ataollah Shirzadi, Somayeh Ronoud, Shahrokh Asadi, Binh Thai Pham, DieuTien Bui, John J. Clague, Marten Geertsema, Fatemeh Mansouripour (2021)
Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms Laleh Ghayour, Aminreza Neshat, Sin Paryani, Himan Shahabi, Ataollah Shirzadi, Anuar Ahmad, Jie Dou, Mehdi Gholamnia, Mehdi Pourmehdi Amiri, Marten Geertsema, Nadhir Al-Ansari, Wei Chen (2021)
Assessment of DSM Based on Radiometric Transformation of UAV Data Muhammad Hamid Chaudhry, Anuar Ahmad, Qudsia Gulzar, Muhammad Shahid Farid, Himan Shahabi, Nadhir Al-Ansari (2021)
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 Ismail Elkhrachy, Quoc Bao Pham, Romulus Costache, Meriame Mohajane, Khalil Ur Rahman, Duong Tran Anh, Nguyen Thi Thuy Linh, Himan Shahabi (2021)
A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models Ayub Mohammadi, Sadra Karimzadeh, Shazad Jamal Jalal, Khalil Valizadeh Kamran, Himan Shahabi, Nadhir Al-Ansari, Saeid Homayouni (2020)
پهنه بندی خطر سیلاب در شهر سنندج با استفاده از مدل های ترکیبی شاخص آماری و تابع شواهد قطعی مهناز آزادطلب، هیمن شهابی، عطااله شیرزادی، کامران چپی (1399)
Flood Detection and Susceptibility Mapping Using Sentinel-1 Time Series, Alternating Decision Trees, and Bag-ADTree Models Ayub Mohammadi, Khalil Valizadeh Kamran, Sadra Karimzadeh, Himan Shahabi, Nadhir Al-Ansari (2020)
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, DieuTien Bui, Baharin Ben Ahmad, Binh Thai Pham, khabat khosravi (2020)
Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping AMIRHOSEIN MOSAVI, Ataollah Shirzadi, Bahram Choubin, FERESHTEH TAROMIDEH, Farzaneh Sajedi-Hosseini, ADRIENN A. DINEVA, ARYAN SALVATI, Himan Shahabi, MOSLEM BORJI (2020)
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran Xinxiang Lei, Wei Chen, Mohammadtaghi Avand, Saeid Janizadeh, Narges Kariminejad, Amir Mosavi, Ataollah Shirzadi, Himan Shahabi, Romulus Costache, Hejar Shahabi (2020)
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Hoang Nguyen, Marten Geertsema, Shaghayegh Miraki, Sepideh Bahrami (2020)
Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Ben Ahmad, Nadhir Al-Ansari, Hoang Nguyen, Wei Chen, Khalil Valizadeh Kamran, Sadra Karimzadeh, Victoria R. Kress, Marten Geertsema, Ataollah Shirzadi (2020)
پهنه بندی حساسیت خطر سیل در حوضه آبخیز رودخانه کشکان با استفاده از دو مدل WOE و EBF فهیمه آزادی، حسن صدوق، منیژه قهرودی، هیمن شهابی (1399)
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 Viet-Ha Nhu, Danesh Zandi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Hoang Nguyen, Jie Dou, Sushant K. Singh, Nadhir Al-Ansari (2020)
Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Baharin Ben Ahmad, Nadhir Al-Ansari, Hoang Nguyen, Wei Chen, Abolfazl Jaafari, John J. Clague, Ataollah Shirzadi (2020)
Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM+ Images Viet-Ha Nhu, Ayub Mohammadi, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Hoang Nguyen, Abolfazl Jaafari, khabat khosravi, Mehdi Ahmadi, Masood Khodadadi, Wei Chen, Baharin Ben Ahmad (2020)
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Sushant K. Singh, Nadhir Al-Ansari, Baharin Ben Ahmad, Huu Duy Nguyen, Binh Thai Pham, Krzysztof Górski, Chinh Luu, Jie Dou, Shaghayegh Miraki, Wei Chen, Abolfazl Jaafari, John J. Clague (2020)
Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Wei Chen, John J. Clague, Lee Saro, Baharin Ben Ahmad, Binh Thai Pham, Davod Talebpur Asl, Shaghayegh Miraki, Mohammadtaghi Avand, Abolfazl Jaafari, Marten Geertsema (2020)
Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping Wei Chen, Xia Zhao, Paraskevas Tsangaratos, Himan Shahabi, Loanna LLia, Baharin Ben Ahmad, Xiaojing Wang, Weifeng Xue (2020)
Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models Viet-Ha Nhu, Omid Rahmati, Fatemeh Falah, Saeed Shojaei, Nadhir Al-Ansari, Baharin Ben Ahmad, Hoang Nguyen, Krzysztof Górski, Ataollah Shirzadi, Himan Shahabi (2020)
GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models Viet-Ha Nhu, Saeid Janizadeh, Mohammadtaghi Avand, Wei Chen, Mohsen Farzin, Lee Saro, Baharin Ben Ahmad, Binh Thai Pham, Fatemeh Mansoorypoor, Abolfazl Jaafari, John J. Clague, Himan Shahabi, Ataollah Shirzadi, Ebrahim Omidvar (2020)
Hybridized neural fuzzy ensembles for dust source modeling and prediction Omid Rahmati, Mahdi Panahi, Seid Saeid Ghiasi, Ravinesh C. Deo, John Tiefenbacher, DieuTien Bui, Maryamsadat Mohtashamian, Davoud Davoudi Moghaddam, Hassan Khosravi, Ataollah Shirzadi, Himan Shahabi, Aiding Kornejady, Hamid Goshtasb, Ali Jahani, Biswajeet Pradhan (2020)
Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping Guirong Wang, Xinxiang Lei, Wei Chen, Himan Shahabi, Ataollah Shirzadi (2020)
A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers DieuTien Bui, Ataollah Shirzadi, Ata Amini, Himan Shahabi, Nadhir Al-Ansari, Pezhman Taherei Ghazvinei, Baharin Ben Ahmad, Binh Thai Pham, Sushant K. Singh, Shahriar Hamidi (2020)
Modeling flood susceptibility using data-driven approaches of naive Bayes tree, alternating decision tree, and random forest methods Wei Chen, Yang Li, Weifeng Xue, Himan Shahabi, Shaojun Li, Baharin Ben Ahmad, Biswajeet Pradhan, Shuai Zhang, Huiyuan Bian, Xiaojing Wang, Haoyuan Hong (2020)
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 Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi, Ebrahim Omidvar, Nadhir Al-Ansari, Anuar Ahmad, Baharin Ben Ahmad, Assefa M.Melesse, Hoang Nguyen, Ayub Mohammadi, kyoumars Habibi, Omid Rahmati, Sepideh Bahrami, Ata Amini, khabat khosravi, Marten Geertsema, John J. Clague (2020)
SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors Omid Rahmati, Mahmood Samadi, Himan Shahabi, Ali Azareh, Elham Rafiei-Sardooi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Assefa M.Melesse, Hossein Alilou (2019)
Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods Omid Rahmati, Bahram Choubin, Abolhasan Fathabadi, Frederic Coulon, Elinaz Soltani, DieuTien Bui, Baharin Ben Ahmad, Sabrina Cipullo, John Tiefenbacher, Eisa Mollaefar, Himan Shahabi (2019)
Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis Wei Chen, Biswajeet Pradhan, Shaojun Li, Himan Shahabi, Hossein Mojaddadi Rizeei, Shengquan Wang, Enke Hou (2019)
Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles Wei Chen, Haoyuan Hong, Shaojun Li, Himan Shahabi, Yi Wang, Baharin Ben Ahmad, Xiaojing Wang (2019)
Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm Yi Wang, Haoyuan Hong, Wei Chen, Shaojun Li, Mahdi Panahi, Romulus Costache, Somayeh Panahi, Himan Shahabi, Ataollah Shirzadi, khabat khosravi (2019)
A Hybrid Computational Intelligence Approach to Groundwater Spring Potential Mapping DieuTien Bui, Ataollah Shirzadi, Kamran Chapi, Himan Shahabi, Biswajeet Pradhan, Lee Saro, Baharin Ben Ahmad, khabat khosravi, Wei Chen, Vijay P. Singh, Binh Thai Pham (2019)
A novel hybrid approach of Bayesian Logistic Regression and its ensembles for landslide susceptibility assessment Mosa Abdini, Bahare Qasemyan, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, DieuTien Bui, Baharin Ben Ahmad, Binh Thai Pham (2019)
Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling Wei Chen, Himan Shahabi, Ataollah Shirzadi, Haoyuan Hong, Aykut Akgun, Shaojun Li, A-xing Zhu, Junzhi Liu, Yingying Tian (2019)
Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO) Wei Chen, Haoyuan Hong, Mahdi Panahi, Himan Shahabi, Yi Wang, Baharin Ben Ahmad, DieuTien Bui, Abolfazl Jaafari, Shaojun Li, Fatemeh Rezaie, Somayeh Panahi, khabat khosravi, Ali Asghar Alesheikh, Saeid Pirasteh, Ataollah Shirzadi (2019)
Evaluating Water Level Changes at Different Tidal Phases Using UAV Photogrammetry and GNSS Vertical Data Norhafizi Mohamad, Mohd Faisal Abdul Khanan, Anuar Ahmad, Ami Hassan Md Din, Himan Shahabi (2019)
New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed DieuTien Bui, Ataollah Shirzadi, Himan Shahabi, Marten Geertsema, Ebrahim Omidvar, Lee Saro, Baharin Ben Ahmad, Davod Talebpur Asl, Jie Dou, Binh Thai Pham, John J. Clague (2019)
SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment Lee Saro, Mahdi Panahi, Hamidreza Pourghasemi, Himan Shahabi, Mohsen Ali Zadeh, Baharin Ben Ahmad, Binh Thai Pham, Hamidreza Moeini, Fatemeh Rezaie, Mohamad Yekrangnia, Assefa M.Melesse, khabat khosravi, Ataollah Shirzadi (2019)
Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms Binh Thai Pham, Ataollah Shirzadi, Himan Shahabi, Ebrahim Omidvar, Sushant K. Singh, Lee Saro, Nguyen Kim Quoc, Baharin Ben Ahmad, Davod Talebpur Asl, Mehebub Sahana (2019)
Development of an Artificial Intelligence Approach for Prediction of Consolidation Coefficient of Soft Soil: A Sensitivity Analysis Manh Duc Nguyen, Binh Thai Pham, Tran Thi Tuyen, Hoang Phan Hai Yen, Indra Prakash, DieuTien Bui, Nguyen Kim Quoc, Jie Dou, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Thanh Tien Vu (2019)
Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction Phong Tung Nguyen, Tran Thi Tuyen, Ataollah Shirzadi, Binh Thai Pham, Himan Shahabi, DieuTien Bui, Lee Saro, Tran Thanh, Ba Thao Vu, Tran Van Phong, Indra Prakash, Hersh Entezami, Ata Amini, Ebrahim Omidvar (2019)
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 DieuTien Bui, khabat khosravi, Himan Shahabi, Prasad Daggupati, Jan Adamowski, Lee Saro, Kamran Chapi, Ataollah Shirzadi, Biswajeet Pradhan, Sepideh Bahrami, Mehrnoosh Mahmoudi, Hamidreza Pourghasemi, Binh Thai Pham, Assefa M.Melesse (2019)
Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree Wei Chen, Xia Zhao, Himan Shahabi, Ataollah Shirzadi, khabat khosravi, Renwei Li, Baharin Ben Ahmad, Xiaojing Wang, Yingtao Chen, Jianquan Ma, Lingyu Zhang, Shuai Zhang, Huichan Chai (2019)
A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods Khabat Khosravi, Himan Shahabi, Binh Thai Pham, Jan Adamowski, Ataollah Shirzadi, Indra Prakash, Kamran Chapi, Haoyuan Hong, Huu Loc Ho, Gyula Gróf, Hai-Bang Ly, Jie Dou, Biswajeet Pradhan (2019)
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran) DieuTien Bui, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, Ebrahim Omidvar, Lee Saro, Gyula Gróf, Hosein Rahmani, Baharin Ben Ahmad, Mahdi Panahi, Biswajeet Pradhan, Hossein Khaledian, Davod Talebpur Asl, Binh Thai Pham (2019)
Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA) Mohammad Ahmadlou, Mohammad Karimi, Somayeh Alizadeh, Ataollah Shirzadi, Davoud Parvinnezhad, Mahdi Panahi, Himan Shahabi (2019)
Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms Qingfeng He, Himan Shahabi, Ataollah Shirzadi, Shaojun Li, Wei Chen, Baharin Ben Ahmad, Kamran Chapi, Xiaojing Wang, Yingtao Chen, Jianquan Ma, Huiyuan Bian, Huichan Chai, Nianqin Wang (2019)
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm DieuTien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, Lee Saro, Gyula Gróf, Hosein Rahmani, Baharin Ben Ahmad, Zahra Barati, Kamran Chapi, Binh Thai Pham, Biswajeet Pradhan, Khabat Khosravi, John J. Clague (2019)
Sinkhole susceptibility mapping: a comparison between Bayes-based machine learning algorithms Kamal Taheri, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Francisco Gutiérrez, Khabat Khosravi (2019)
Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution Ataollah Shirzadi, Karim Solimani, Mahmood HabibnejadRoshan, Ataollah Kavian, Kamran Chapi, DieuTien Bui, Baharin Ben Ahmad, Saskia Keesstra, Himan Shahabi (2019)
Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods Haoyuan Hong, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Kamran Chapi, DieuTien Bui, Yingying Tian, Arastoo Yari, Majid Shadman Roodposhti, Baharin Ben Ahmad (2019)
Land cover change mapping using a combination of Sentinel-1 data ‎and multispectral satellite imagery: A case study of Sanandaj County, Kurdistan, Iran DieuTien Bui, Himan Shahabi, Ayub Mohammadi, Baharin Ben Ahmad, Mohamad Hidayat Bin Jamal, Anuar Ahmad, Binh Thai Pham, Hosein Rahmani, Ataollah Shirzadi, Mehdi Ahmadi, Roslli Noor Mohamed (2019)
GIS Multi-Criteria Analysis by OrderedWeighted Averaging (OWA): Toward an Integrated Citrus Management Strategy Hasan Zabihi, Mohsen Ali Zadeh, Philip Kibet Langat, Mohammadreza Karami, Himan Shahabi, Lee Saro, Mohamad Nor Said, Anuar Ahmad (2019)
Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling Vu Viet Nguyen, Binh Thai Pham, Ba Thao Vu, Indra Prakash, Sudan Jha, DieuTien Bui, Jyotir Moy Chatterjee, Raghvendra Kumar, Dong Nguyen Ba, Ataollah Shirzadi, Himan Shahabi (2019)
Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran Hossein Shafizadeh-Moghadam, Masoud Minaei, Himan Shahabi, Julian Hagenauer (2019)
Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach Shaghayegh Miraki, Sasan Hedayati Zanganeh, Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Binh Thai Pham, Himan Shahabi (2019)
Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility Wei Chen, Mahdi Panahi, Paraskevas Tsangaratos, Himan Shahabi, Loanna LLia, Baharin Ben Ahmad, Abolfazl Jaafari, Shaojun Li, Somayeh Panahi (2019)
Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches Binh Thai Pham, Indra Prakash, Sushant K. Singh, Ataollah Shirzadi, Himan Shahabi, DieuTien Bui, Thi-Thu-Trang Tran (2018)
Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression Wei Chen, Himan Shahabi, Shuai Zhang, Khabat Khosravi, Ataollah Shirzadi, Baharin Ben Ahmad, Renwei Li, Xiaojing Wang, Yingtao Chen, Jianquan Ma, Huichan Chai, Lingyu Zhang, Tingyu Zhang, Binh Thai Pham, Kamran Chapi (2018)
Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models Ali Azareh, Omid Rahmati, Elham Rafiei-Sardooi, Joel B. Sankey, Lee Saro, Baharin Ben Ahmad, Himan Shahabi (2018)
Multi-Criteria Decision Making (MCDM) Model for Seismic Vulnerability Assessment (SVA) of Urban Residential Buildings Mohsen Ali Zadeh, Mazlan Hashima, Esmaeil Ali Zadeh, Himan Shahabi, Mohammadreza Karami, Hasan Zabihi, Biswajeet Pradhan, Amin Beiranvand Pour (2018)
Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping Ataollah Shirzadi, Karim solaimani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, DieuTien Bui, Baharin Ben Ahmad, Anuar Ahmad, Biswajeet Pradhan, Binh Thai Pham, Khabat Khosravi, Wei Chen, Himan Shahabi (2018)
Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods DieuTien Bui, Mahdi Panahi, Himan Shahabi, Vijay P. Singh, Ataollah Shirzadi, Baharin Ben Ahmad, Shaojun Li, Somayeh Panahi, Wei Chen, Khabat Khosravi, Kamran Chapi (2018)
Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches Omid Rahmati, Seyed Amir Naghibi, Himan Shahabi, DieuTien Bui, Biswajeet Pradhan, Assefa M.Melesse, Aliakbar Nazari Samani, Elham Rafiei-Sardooi, Ali Azareh (2018)
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides DieuTien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Lee Saro, Baharin Ben Ahmad, Mahdi Panahi, Chuyen-Trung Tran, Quang-Thanh Bui, Binh Thai Pham (2018)
Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia DieuTien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Ali Zadeh, Yingying Tian, Haoyuan Hong, Mahdi Panahi, Baharin Ben Ahmad, Ayub Mohammadi, Wei Chen (2018)
Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran Mohsen Ali Zadeh, Esmaeil Ali Zadeh, Sara Asadollahpour Kotenaee, Himan Shahabi, Amin Beiranvand Pour, Lee Saro, Baharin Ben Ahmad, Mahdi Panahi (2018)
New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling DieuTien Bui, Khabat Khosravi, Shaojun Li, Himan Shahabi, Mahdi Panahi, Baharin Ben Ahmad, Wei Chen, Somayeh Panahi, Ataollah Shirzadi, Kamran Chapi, Vijay P. Singh (2018)
Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms DieuTien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Lee Saro, Baharin Ben Ahmad, Mahdi Panahi, Khabat Khosravi (2018)
Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping Hossein Shafizadeh-Moghadam, Roozbeh Valavi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi (2018)
A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran Khabat Khosravi, Binh Thai Pham, Kamran Chapi, Ataollah Shirzadi, Himan Shahabi, DieuTien Bui, Indra Prakash, Inge Revhaug (2018)
Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China Wei Chen, Jianbing Peng, Haoyuan Hong, Himan Shahabi, Biswajeet Pradhan, Zhao Duan, xiangjun pei, A-xing Zhu, Junzhi Liu (2018)
GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method Wei Chen, Xiaoshen Xie, Jianbing Peng, Himan Shahabi, Haoyuan Hong, A-xing Zhu, Shaojun Li, Zhao Duan, DieuTien Bui (2018)
A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment Wei Chen, Himan Shahabi, Ataollah Shirzadi, Tao Li, Chen Guo, Baharin Ben Ahmad, Manna Xi, Mingzhe Ma, Jiarui Hui, Di Pan, Wei Li, Haoyuan Hong (2018)
A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China) Haoyuan Hong, Junzhi Liu, A_Xing Zhu, Himan Shahabi, Binh Thai Pham, Wei Chen, DieuTien Bui, Biswajeet Pradhan (2017)
A Novel Hybrid Artificial Intelligence Approach for Flood Susceptibility Assessment Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Himan Shahabi, DieuTien Bui, Khabat Khosravi, Binh Thai Pham (2017)
A comparative study between popular statistical and machine learning methods for simulating volume of landslides Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, DieuTien Bui, Binh Thai Pham, Baharin Ben Ahmad, Kaka Shahedi (2017)
Drought sensitivity mapping using two one-class support vector machine algorithms Majid Shadman Roodposhti, Taher Safarrad, Himan Shahabi (2017)
Rock fall susceptibility assessment along a mountainous road: an evaluation of bivariate statistic, analytical hierarchy process and frequency ratio Ataollah Shirzadi, Kamran Chapi, Himan Shahabi, Karim solaimani, Ataollah Kavian, Baharin Ben Ahmad (2017)
Shallow landslide susceptibility assessment using a novel hybrid intelligence approach Ataollah Shirzadi, DieuTien Bui, Binh Thai Pham, Karim solaimani, Kamran Chapi, Inge Revhaug, Himan Shahabi, Ataollah Kavian (2017)
Fuzzy Shannon Entropy: A Hybrid GIS-Based Landslide Susceptibility Mapping Method Majid Shadman Roodposhti, Jagannath Aryal, Himan Shahabi, Taher Safarrad (2016)
Assessment of WLC and Fuzzy Logic Methods for Site Selection of Water Reservoirs in Malaysia Himan Shahabi, Bakhtyar Ali Ahmad, Baharin Ben Ahmad, Mohammad Javad Taheri Amiri, Soroush Keihanfard, Saeed Ebrahimi (2016)
Application of Geographic Information System Technology in Controlling Pipeline Vandalism of Oil and Gas Industry Dalhatu Aliyu Sani, Himan Shahabi, Bakhtyar Ali Ahmad, Shilan Mirmokrigharehveran, Baharin Ben Ahmad (2016)
Application of Satellite images and fuzzy set theory in Landslide hazard Mapping in Central Zab basin Himan Shahabi, Saeed Khezri, Baharin Ben Ahmad, Hamid Allawerdi Asl (2012)
Landslide Susceptibility Mapping Using Image Satellite and GIS Technology Himan Shahabi, Baharin Ben Ahmad, Saeed Khezri (2012)
ارزیابی نقش عناصر اقلیمی بر تصادفات جاده ای (مطالعه محور سقز - سنندج) علی محمد خورشید دوست، هیمن شهابی، میر کامل حسینی (1390)
پهنه بندی خطر زمین لرزه با روش تحلیل چند معیاره فضائی هیمن شهابی، محمد حسین قلی زاده، هادی نیری (1390)
مقاله ارائه شده کنفرانسی
Mapping Flood Prone Areas Using SAR Satellite Imageries: A Quick Approach for Crisis Management Ayub Mohammadi, Sadra Karimzadeh, Khalil Valizadeh Kamran, Himan Shahabi (2021)
بررسی آلودگی میکروبی آب شرب شهر سردشت پری شریعتی، سعید خضری، هیمن شهابی (1395)
Evaluation of Chemical quality of karstic water of Cave (Sohoolan cave, Mahabad in Iran) Saeed Khezri, Himan Shahabi, Sara Mohammadi, Kamran Chapi (2016)
Natural Disasters Evaluation of Landslide Hazard by Using Fuzzy Logic Khalil Valizadeh Kamran, Himan Shahabi, Ali Piroti (2010)
شهر و هویت شهری ابوالفضل مشکینی، ایوب ذوقی، هیمن شهابی (1387)
سخنرانی
تدریس در کارگاه
کتاب
Evaluation of Geo-hazard Induced by Zarand Earthquake in Central Iran Using Thermal Remote Sensing Data and GIS Hamid Allawerdi Asl, Himan Shahabi, Ayub Mohammadi, Ataollah Shirzadi, Wei Chen, Masood Khodadadi, Mehdi Ahmadi (2022)
Effects of drought on vegetative cover changes: Investigating spatiotemporal patterns Bahram Choubin, Freidoon Soleimani, Abdollah Pirnia, Farzaneh Sajedi-Hosseini, Hossein Alilou, Himan Shahabi, Vijay P. Singh, Assefa M.Melesse, Omid Rahmati (2019)
Flood susceptibility mapping at Ningdu catchment, China using bivariate and data mining techniques khabat khosravi, Assefa M.Melesse, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Haoyuan Hong (2019)
مرجع کامل آشنایی با سیستم تعیین موقعیت جهانی (GPS) هیمن شهابی، هیوا شهابی، محمد عباسی (1391)
جذب گرنت
پایان نامه
شبیه سازی رواناب سطحی با استفاده از روش کامپوزیت شماره منحنی رازاوه عزیزنژاد، هیمن شهابی، کامران چپی، عطااله شیرزادی (1398)
ارزیابی آسیب پذیری منابع آب زیرزمینی کارستی (مطالعه موردی: شهر سردشت) پری شریعتی، سعید خضری، کامران چپی، هیمن شهابی (1397)
پیش بینی مکانی مخاطره سیلاب در شهر سنندج با استفاده از مدل های ترکیبی مهناز آزادطلب، کامران چپی، هیمن شهابی، عطااله شیرزادی (1397)
پیش بینی مکانی حساسیت فرسایش خندقی در حوضه آبخیز کلوچه بیجار زانیار امیری، هیمن شهابی، عطااله شیرزادی (1397)
بررسی روند تغییرات کاربری اراضی و اثرات آن بر سیستم فرسایش در حوضه سیمینه رود بوکان دلنیا پالیزبان، صیاد اصغری سراسکانرود، عقیل مددی، هیمن شهابی (1397)
بررسی و تحلیل ژئوتوریسمی غار علی صدر با دیدگاه مخاطره-شناسی رضوان همتی، هیمن شهابی، ممند سالاری، سعید خضری (1397)
ارزیابی مخاطرات محیطی غار سهولان مهاباد سارا محمدی، سعید خضری، هیمن شهابی (1395)
Landslide susceptibility maping in central Zab basin using satelite data Himan Shahabi, Saeed Khezri, Baharin Ben Ahmad, Mazlan Hashima (2014)
کسب مقام در جشنواره
طرح پژوهشی خاتمه یافته

علایق پژوهشی

  • مدلسازی GIS در مسائل برنامه ریزی شهری
  • ارزیابی پهنه بندی زمین لغزش و مدلسازی خطر
  • پایش تغییرات محیطی با استفاده از تصاویر ماهواره ای و مدلسازی GIS
  • تصاویر فراطیفی، داده های راداری و مدلسازی GIS
بیشتر

دانشجویان

  • ایوب محمدی
    نام: ایوب محمدی
    مقطع تحصیلی: دکترای تخصصی
    رشته: سنجش ازدور-GIS
    رساله: ارزیابی پهنه بندی زمین لغزش با استفاده از داده های سنجش از دور و الگوریتم های مبنی بر سیستم اطلاعات جغرافیایی
  • صالح میرزانیا
    نام: صالح میرزانیا
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی
    پایان نامه: پیش بینی مکانی حرکت های دامنه ای جاده کوهستانی سنندج-کامیاران با استفاده از الگوریتم های پیشرفته داده کاوی
  • رازاوه عزیزنژاد
    نام: رازاوه عزیزنژاد
    مقطع تحصیلی: کارشناسی ارشد
    رشته: آبخیزداری
    پایان نامه: شبیه سازی رواناب سطحی با استفاده از روش کامپوزیت شماره منحنی
  • خدیجه داوند
    نام: خدیجه داوند
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی
    پایان نامه: پهنه بندی خطر سیلاب در شهر ایلام با استفاده از مدل های پیش بینی کننده ی مکانی
  • زانیار امیری
    نام: زانیار امیری
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی- طبیعی
    پایان نامه: پیش بینی مکانی حساسیت فرسایش خندقی در حوضه آبخیز کلوچه بیجار
  • مهناز آزادطلب
    نام: مهناز آزادطلب
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی- طبیعی
    پایان نامه: پیش بینی مکانی مخاطره سیلاب در شهر سنندج با استفاده از مدل های ترکیبی
  • دانش زندی
    نام: دانش زندی
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی- طبیعی
    پایان نامه: پیش بینی مکانی حرکت های دامنه ای جاده ای با استفاده از الگوریتم های پیشرفته داده کاوی در گردنه صلوات آباد سنندج
  • رضوان همتی
    نام: رضوان همتی
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی- طبیعی
    پایان نامه: بررسی و تحلیل ژئوتوریسمی غار علی صدر با دیدگاه مخاطره شناسی
  • مهدی نوشادی
    نام: مهدی نوشادی
    مقطع تحصیلی: کارشناسی ارشد
    رشته: مخاطرات محیطی- طبیعی
    پایان نامه: شناسایی و تحلیل مخاطرات ژئومورفولوژیکی شاخص در مسیر جاده پیرانشهر – سردشت
بیشتر

سوابق اجرایی

  • نماینده پژوهشی گروه ژئومورفولوژی در شورای پژوهشی دانشکده منابع طبیعی (1397-1398) (1397 - 1398)
  • استاد مشاور انجمن علمی دانشجویی گروه ژئومورفولوژی (1395 - 1398) (1395 - 1398)
بیشتر

گالری تصاویر

سخنرانی در مورد اهمیت مدلسازی GIS و تصاویر ماهواره ای در ارزیابی مخاطرات محیطی کامرون هایلند