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O. Ghorbanzadeh · SciRah

Researcher profile · Semantic Scholar

O. Ghorbanzadeh

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O. Ghorbanzadeh — researcher profile on SciRah

h-index: 44
Works: 100
Citations: 6,340

Most-cited papers

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
O. Ghorbanzadeh, T. Blaschke, Khalil Gholamnia, S. Meena +2 more
2019Remote Sensing808 citations Open access
Semantic Scholar
Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran
Phuong Thao Thi Ngo, M. Panahi, K. Khosravi, O. Ghorbanzadeh +3 more
2021Geoscience Frontiers382 citations Open access
Semantic Scholar
Flood susceptibility mapping with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory
Thimmaiah Gudiyangada Nachappa, Sepideh Tavakkoli Piralilou, Khalil Gholamnia, O. Ghorbanzadeh +2 more
2020361 citations
Semantic Scholar
Landslide detection using deep learning and object-based image analysis
O. Ghorbanzadeh, H. Shahabi, Alessandro Crivellari, Saeid Homayouni +2 more
2022Landslides201 citations Open access
Semantic Scholar
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
O. Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi, Michael K. Kopp +1 more
2022IEEE Transactions on Geoscience and Remote Sensing197 citations Open access
Semantic Scholar
Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas
S. T. Piralilou, H. Shahabi, Abdollah A. Jarihani, O. Ghorbanzadeh +4 more
2019Remote Sensing172 citations Open access
Semantic Scholar
Spatial Prediction of Wildfire Susceptibility Using Field Survey GPS Data and Machine Learning Approaches
O. Ghorbanzadeh, Khalil Valizadeh Kamran, T. Blaschke, J. Aryal +3 more
2019Fire159 citations Open access
Semantic Scholar
Forest Fire Susceptibility and Risk Mapping Using Social/Infrastructural Vulnerability and Environmental Variables
O. Ghorbanzadeh, T. Blaschke, Khalil Gholamnia, J. Aryal
2019Fire159 citations Open access
Semantic Scholar
Flood susceptibility mapping using an improved analytic network process with statistical models
Peyman Yariyan, M. Avand, R. Abbaspour, Ali Torabi Haghighi +4 more
2020Geomatics, Natural Hazards & Risk158 citations Open access
Semantic Scholar
A comprehensive transferability evaluation of U-Net and ResU-Net for landslide detection from Sentinel-2 data (case study areas from Taiwan, China, and Japan)
O. Ghorbanzadeh, Alessandro Crivellari, Pedram Ghamisi, H. Shahabi +1 more
2021Scientific Reports150 citations Open access
Semantic Scholar
Analysing Stakeholder Consensus for a Sustainable Transport Development Decision by the Fuzzy AHP and Interval AHP
Sarbast Moslem, O. Ghorbanzadeh, T. Blaschke, S. Duleba
2019Sustainability150 citations Open access
Semantic Scholar
Sustainable Urban Transport Planning Considering Different Stakeholder Groups by an Interval-AHP Decision Support Model
O. Ghorbanzadeh, Sarbast Moslem, T. Blaschke, S. Duleba
2018Sustainability148 citations Open access
Semantic Scholar
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping
A. Arabameri, Subodh Chandra Pal, F. Rezaie, Rabin Chakrabortty +5 more
2021Geocarto International132 citations
Semantic Scholar
Comparisons of Diverse Machine Learning Approaches for Wildfire Susceptibility Mapping
Khalil Gholamnia, Thimmaiah Gudiyangada Nachappa, O. Ghorbanzadeh, T. Blaschke
2020Symmetry131 citations Open access
Semantic Scholar
UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks
O. Ghorbanzadeh, S. Meena, T. Blaschke, J. Aryal
2019Remote Sensing122 citations Open access
Semantic Scholar
A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping
O. Ghorbanzadeh, H. Rostamzadeh, T. Blaschke, Khalil Gholaminia +1 more
2018Natural Hazards117 citations Open access
Semantic Scholar
DEM Resolution Effects on Machine Learning Performance for Flood Probability Mapping
M. Avand, Alban Kuriqi, M. Khazaei, O. Ghorbanzadeh
2021Journal of Hydro-environment Research116 citations Open access
Semantic Scholar
Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses
O. Ghorbanzadeh, B. Feizizadeh, T. Blaschke
2018115 citations Open access
Semantic Scholar
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery
O. Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang +11 more
2022IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing110 citations Open access
Semantic Scholar
A new GIS-based technique using an adaptive neuro-fuzzy inference system for land subsidence susceptibility mapping
O. Ghorbanzadeh, T. Blaschke, J. Aryal, Khalil Gholaminia
2018Journal of Spatial Science110 citations Open access
Semantic Scholar
Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach
S. Meena, O. Ghorbanzadeh, C. V. van Westen, Thimmaiah Gudiyangada Nachappa +3 more
2021Landslides106 citations Open access
Semantic Scholar
A Comparative Study of Statistics-Based Landslide Susceptibility Models: A Case Study of the Region Affected by the Gorkha Earthquake in Nepal
S. Meena, O. Ghorbanzadeh, T. Blaschke
2019ISPRS Int. J. Geo Inf.96 citations Open access
Semantic Scholar
A Google Earth Engine Approach for Wildfire Susceptibility Prediction Fusion with Remote Sensing Data of Different Spatial Resolutions
Sepideh Tavakkoli Piralilou, Golzar Einali, O. Ghorbanzadeh, Thimmaiah Gudiyangada Nachappa +3 more
2022Remote Sensing94 citations Open access
Semantic Scholar
Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria
Thimmaiah Gudiyangada Nachappa, O. Ghorbanzadeh, Khalil Gholamnia, T. Blaschke
2020Remote Sensing92 citations Open access
Semantic Scholar
A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia
H. Shahabi, B. Jarihani, Sepideh Tavakkoli Piralilou, D. Chittleborough +2 more
2019Italian National Conference on Sensors92 citations Open access
Semantic Scholar
An Integrated Approach of Best-Worst Method (BWM) and Triangular Fuzzy Sets for Evaluating Driver Behavior Factors Related to Road Safety
Sarbast Moslem, M. Gul, Danish Farooq, E. Çelik +2 more
2020Mathematics87 citations Open access
Semantic Scholar
Mapping potential nature-based tourism areas by applying GIS-decision making systems in East Azerbaijan Province, Iran
O. Ghorbanzadeh, Samereh Pourmoradian, T. Blaschke, B. Feizizadeh
2019Journal of Ecotourism81 citations
Semantic Scholar
Application of the AHP-BWM Model for Evaluating Driver Behavior Factors Related to Road Safety: A Case Study for Budapest
Sarbast Moslem, Danish Farooq, O. Ghorbanzadeh, T. Blaschke
2020Symmetry80 citations Open access
Semantic Scholar
Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran
A. Arabameri, Jagabandhu Roy, S. Saha, T. Blaschke +2 more
2019Remote Sensing78 citations Open access
Semantic Scholar
The application of ResU-net and OBIA for landslide detection from multi-temporal Sentinel-2 images
O. Ghorbanzadeh, Khalil Gholamnia, Pedram Ghamisi
2022Big Earth Data76 citations Open access
Semantic Scholar
An interval matrix method used to optimize the decision matrix in AHP technique for land subsidence susceptibility mapping
O. Ghorbanzadeh, B. Feizizadeh, T. Blaschke
2018Environmental Earth Sciences76 citations
Semantic Scholar
Flood susceptibility mapping using meta-heuristic algorithms
A. Arabameri, Amir Seyed Danesh, M. Santosh, A. Cerdà +4 more
2022Geomatics, Natural Hazards & Risk71 citations Open access
Semantic Scholar
Detection of areas prone to flood risk using state-of-the-art machine learning models
R. Costache, A. Arabameri, Ismail Elkhrachy, O. Ghorbanzadeh +1 more
2021Geomatics, Natural Hazards & Risk69 citations Open access
Semantic Scholar
Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery
H. Shahabi, M. Rahimzad, S. T. Piralilou, O. Ghorbanzadeh +4 more
2021Remote Sensing69 citations Open access
Semantic Scholar
Spatial Modeling of Snow Avalanche Using Machine Learning Models and Geo-Environmental Factors: Comparison of Effectiveness in Two Mountain Regions
Omid Rahmati, O. Ghorbanzadeh, Teimur Teimurian, Farnoush Mohammadi +5 more
2019Remote Sensing67 citations Open access
Semantic Scholar
Earthquake Vulnerability Mapping Using Different Hybrid Models
Peyman Yariyan, M. Avand, Fariba Soltani, O. Ghorbanzadeh +1 more
2020Symmetry62 citations Open access
Semantic Scholar
A GIS-based DRASTIC Model and an Adjusted DRASTIC Model (DRASTICA) for Groundwater Susceptibility Assessment along the China-Pakistan Economic Corridor (CPEC) Route
A. Maqsoom, B. Aslam, Umer Khalil, O. Ghorbanzadeh +4 more
2020ISPRS Int. J. Geo Inf.62 citations Open access
Semantic Scholar
Gully erosion susceptibility mapping (GESM) using machine learning methods optimized by the multi‑collinearity analysis and K-fold cross-validation
O. Ghorbanzadeh, H. Shahabi, Fahimeh Mirchooli, Khalil Valizadeh Kamran +4 more
202061 citations Open access
Semantic Scholar
Mapping Land Cover and Tree Canopy Cover in Zagros Forests of Iran: Application of Sentinel-2, Google Earth, and Field Data
S. Eskandari, M. Jaafari, P. Oliva, O. Ghorbanzadeh +1 more
2020Remote Sensing60 citations Open access
Semantic Scholar
Landslide Mapping Using Two Main Deep-Learning Convolution Neural Network Streams Combined by the Dempster–Shafer Model
O. Ghorbanzadeh, S. Meena, Hejar Shahabi Sorman Abadi, Sepideh Tavakkoli Piralilou +2 more
2021IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing56 citations Open access
Semantic Scholar
Integration of interval rough AHP and fuzzy logic for assessment of flood prone areas at the regional scale
Mehdi Sepehri, Hossein Malekinezhad, F. Jahanbakhshi, A. Ildoromi +3 more
2020Acta Geophysica52 citations
Semantic Scholar
Optimizing Sample Patches Selection of CNN to Improve the mIOU on Landslide Detection
O. Ghorbanzadeh, T. Blaschke
2019International Conference on Geographical Information Systems Theory, Applications and Management49 citations Open access
Semantic Scholar
Landslide Susceptibility Mapping for Austria Using Geons and Optimization with the Dempster-Shafer Theory
Thimmaiah Gudiyangada Nachappa, Sepideh Tavakkoli Piralilou, O. Ghorbanzadeh, H. Shahabi +1 more
201947 citations Open access
Semantic Scholar
Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan
B. Aslam, A. Maqsoom, Umer Khalil, O. Ghorbanzadeh +5 more
2022Italian National Conference on Sensors44 citations Open access
Semantic Scholar
Analyzing the Importance of Driver Behavior Criteria Related to Road Safety for Different Driving Cultures
Danish Farooq, Sarbast Moslem, Rana Faisal Tufail, O. Ghorbanzadeh +3 more
2020International Journal of Environmental Research and Public Health44 citations Open access
Semantic Scholar
Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA
O. Ghorbanzadeh, D. Tiede, L. Wendt, M. Sudmanns +1 more
2020European Journal of Remote Sensing40 citations Open access
Semantic Scholar
Comparing Classic and Interval Analytical Hierarchy Process Methodologies for Measuring Area-Level Deprivation to Analyze Health Inequalities
Pablo Cabrera-Barona, O. Ghorbanzadeh
2018International Journal of Environmental Research and Public Health37 citations Open access
Semantic Scholar
Transformer-based Semantic Segmentation for Large-Scale Building Footprint Extraction from Very-High Resolution Satellite Images
M. Gibril, R. Al-Ruzouq, A. Shanableh, Ratiranjan Jena +3 more
2024Advances in Space Research36 citations Open access
Semantic Scholar
National-Scale Landslide Susceptibility Mapping in Austria Using Fuzzy Best-Worst Multi-Criteria Decision-Making
M. Moharrami, Amin Naboureh, Thimmaiah Gudiyangada Nachappa, O. Ghorbanzadeh +2 more
2020ISPRS Int. J. Geo Inf.36 citations Open access
Semantic Scholar
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection
O. Ghorbanzadeh, H. Shahabi, S. T. Piralilou, Alessandro Crivellari +4 more
2024IEEE Access34 citations Open access
Semantic Scholar

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