مقالات علمی چاپ شده در مجلات
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
