Ayub Mohammadi

Education

PhD. in Remote Sensing and Geographic Information System , University of Tabriz , Iran (2020 - 2021)
Thesis title:
PhD. in Remote Sensing and Geographic Information System , Universiti Teknologi Malaysia , Malaysia (2016 - 2019)
Thesis title: Landslide Susceptibility Mapping Using Remote Sensing Data And Geographic Information System-Based Algorithms
MSc. in Geomorphology , University of Tehran , Iran (2011 - 2013)
Thesis title: Geomorphological assessment of the southern shores of the Caspian Sea in Golestan province using geographic information system
BSc. in Geomorphology , Kharazmi University , Iran (2007 - 2011)
Thesis title:

Courses

Bachelor Of Science

The basics of remote sensing

Hydrology

Earth in Space

Principles of GIS

Environmental Changes

Application of GIS in Geomorphology

Master Of Science

Application of Models in Geomorphological Quantitative Analysis

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Research activities

Journal Papers

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)

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)

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)

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)

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)

Land-Cover Change Detection in a Part of Cameron Highlands, Malaysia Using ETM+ Satellite Imagery and Support Vector Machine (SVM) Algorithm Ayub Mohammadi, Himan Shahabi, 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)

Land cover mapping using a novel combination model of satellite imageries: Case study of a part of the cameron highlands, Pahang, Malaysia Ayub Mohammadi, Baharin Ben Ahmad, Himan Shahabi (2018)

INTEGRATION OF INSAR TECHNIQUE, GOOGLE EARTH IMAGES AND EXTENSIVE FIELD SURVEY FOR LANDSLIDE INVENTORY IN A PART OF CAMERON HIGHLANDS, PAHANG, MALAYSIA Ayub Mohammadi, Himan Shahabi, Baharin Ben Ahmad (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)

Conference Papers

View Angle Importance of SAR Satellite Imageries for Mapping Areas Susceptible to Floods: A Case Study of Kumamoto Prefecture, Japan Ayub Mohammadi, Himan Shahabi (2022)

Mapping Flood Prone Areas Using SAR Satellite Imageries: A Quick Approach for Crisis Management Ayub Mohammadi, Sadra Karimzadeh, Khalil Valizadeh Kamran, Himan Shahabi (2021)

Books

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)

Theses

LANDSLIDE SUSCEPTIBILITY MAPPING USING REMOTE SENSING DATA AND GEOGRAPHIC INFORMATION SYSTEM-BASED ALGORITHMS Ayub Mohammadi, Himan Shahabi, Baharin Ben Ahmad (2019)

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Research interests

Hydrology
Environmental Hazards
Land Cover Change Detection and Future Predictions

Ayub Mohammadi

Education

Courses

Research activities

Research interests

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