Optimizing Sample Patches Selection of CNN to Improve the mIOU on Landslide Detection. - Omid Ghorbanzadeh; Thomas Blaschke (GISTAM, 2019)

A Comparative Study of Statistics-Based Landslide Susceptibility Models: A Case Study of the Region Affected by the Gorkha Earthquake in Nepal. - Sansar Raj Meena; Omid Ghorbanzadeh; Thomas Blaschke (ISPRS Int. J. Geo Inf., 2019)

Traffic Accident Spatial Simulation Modeling for Planning of Road Emergency Services. - Amin Naboureh; Bakhtiar Feizizadeh; Abbas Naboureh; Jinhu Bian; Thomas Blaschke; Omid Ghorbanzadeh; Meisam Moharrami (ISPRS Int. J. Geo Inf., 2019)

Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran. - Alireza Arabameri; Jagabandhu Roy; Sunil Saha; Thomas Blaschke; Omid Ghorbanzadeh; Dieu Tien Bui (Remote. Sens., 2019)

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection. - Omid Ghorbanzadeh; Thomas Blaschke; Khalil Gholamnia; Sansar Raj Meena; Dirk Tiede; Jagannath Aryal (Remote. Sens., 2019)

UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks. - Omid Ghorbanzadeh; Sansar Raj Meena; Thomas Blaschke; Jagannath Aryal (Remote. Sens., 2019)

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas. - Sepideh Tavakkoli Piralilou; Hejar Shahabi; Abdollah A. Jarihani; Omid Ghorbanzadeh; Thomas Blaschke; Khalil Gholamnia; Sansar Raj Meena; Jagannath Aryal (Remote. Sens., 2019)

Spatial Modeling of Snow Avalanche Using Machine Learning Models and Geo-Environmental Factors: Comparison of Effectiveness in Two Mountain Regions. - Omid Rahmati; Omid Ghorbanzadeh; Teimur Teimurian; Farnoush Mohammadi; John P. Tiefenbacher; Fatemeh Falah; Saied Pirasteh; Phuong-Thao Thi Ngo; Dieu Tien Bui (Remote. Sens., 2019)

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia. - Hejar Shahabi; Abdollah A. Jarihani; Sepideh Tavakkoli Piralilou; David Chittleborough; Mohammadtaghi Avand; Omid Ghorbanzadeh (Sensors, 2019)

An Application of Sentinel-1, Sentinel-2, and GNSS Data for Landslide Susceptibility Mapping. - Omid Ghorbanzadeh; Khalil Didehban; Hamid Rasouli; Khalil Valizadeh Kamran; Bakhtiar Feizizadeh; Thomas Blaschke (ISPRS Int. J. Geo Inf., 2020)

A GIS-based DRASTIC Model and an Adjusted DRASTIC Model (DRASTICA) for Groundwater Susceptibility Assessment along the China-Pakistan Economic Corridor (CPEC) Route. - Ahsen Maqsoom; Bilal Aslam; Umer Khalil; Omid Ghorbanzadeh; Hassan Ashraf; Rana Faisal Tufail; Danish Farooq; Thomas Blaschke (ISPRS Int. J. Geo Inf., 2020)

National-Scale Landslide Susceptibility Mapping in Austria Using Fuzzy Best-Worst Multi-Criteria Decision-Making. - Meisam Moharrami; Amin Naboureh; Thimmaiah Gudiyangada Nachappa; Omid Ghorbanzadeh; Xudong Guan; Thomas Blaschke (ISPRS Int. J. Geo Inf., 2020)

Mapping Land Cover and Tree Canopy Cover in Zagros Forests of Iran: Application of Sentinel-2, Google Earth, and Field Data. - Saeedeh Eskandari; Mohammad Reza Jaafari; Patricia Oliva; Omid Ghorbanzadeh; Thomas Blaschke (Remote. Sens., 2020)

Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria. - Thimmaiah Gudiyangada Nachappa; Omid Ghorbanzadeh; Khalil Gholamnia; Thomas Blaschke (Remote. Sens., 2020)

Comparisons of Diverse Machine Learning Approaches for Wildfire Susceptibility Mapping. - Khalil Gholamnia; Thimmaiah Gudiyangada Nachappa; Omid Ghorbanzadeh; Thomas Blaschke (Symmetry, 2020)

Application of the AHP-BWM Model for Evaluating Driver Behavior Factors Related to Road Safety: A Case Study for Budapest. - Sarbast Moslem; Danish Farooq; Omid Ghorbanzadeh; Thomas Blaschke (Symmetry, 2020)

Earthquake Vulnerability Mapping Using Different Hybrid Models. - Peyman Yariyan; Mohammadtaghi Avand; Fariba Soltani; Omid Ghorbanzadeh; Thomas Blaschke (Symmetry, 2020)

Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery. - Hejar Shahabi; Maryam Rahimzad; Sepideh Tavakkoli Piralilou; Omid Ghorbanzadeh; Saeid Homayouni; Thomas Blaschke; Samsung Lim; Pedram Ghamisi (Remote. Sens., 2021)

Landslide Mapping Using Two Main Deep-Learning Convolution Neural Network Streams Combined by the Dempster-Shafer Model. - Omid Ghorbanzadeh; Sansar Raj Meena; Hejar Shahabi Sorman Abadi; Sepideh Tavakkoli Piralilou; Zhiyong Lv; Thomas Blaschke (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

The Landslide4Sense Competition 2022. - Pedram Ghamisi; Omid Ghorbanzadeh; Yonghao Xu; Pedro Herruzo; David P. Kreil; Michael Kopp 001; Sepp Hochreiter (CDCEO@IJCAI, 2022)

Model-Centric vs Data-Centric Deep Learning Approaches for Landslide Detection. - Hejar Shahabi; Omid Ghorbanzadeh (CDCEO@IJCAI, 2022)

The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery. - Omid Ghorbanzadeh; Yonghao Xu; Hengwei Zhao; Junjue Wang; Yanfei Zhong; Dong Zhao; Qi Zang; Shuang Wang 001; Fahong Zhang 001; Yilei Shi; Xiao Xiang Zhu 001; Lin Bai; et al. (CoRR, 2022)

Time Series of Remote Sensing Data for Interaction Analysis of the Vegetation Coverage and Dust Activity in the Middle East. - Soodabeh Namdari; Ali Ibrahim Zghair Alnasrawi; Omid Ghorbanzadeh; Armin Sorooshian; Khalil Valizadeh Kamran; Pedram Ghamisi (Remote. Sens., 2022)

A Google Earth Engine Approach for Wildfire Susceptibility Prediction Fusion with Remote Sensing Data of Different Spatial Resolutions. - Sepideh Tavakkoli Piralilou; Golzar Einali; Omid Ghorbanzadeh; Thimmaiah Gudiyangada Nachappa; Khalil Gholamnia; Thomas Blaschke; Pedram Ghamisi (Remote. Sens., 2022)

Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan. - Bilal Aslam; Ahsen Maqsoom; Umer Khalil; Omid Ghorbanzadeh; Thomas Blaschke; Danish Farooq; Rana Faisal Tufail; Salman Ali Suhail; Pedram Ghamisi (Sensors, 2022)

The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery. - Omid Ghorbanzadeh; Yonghao Xu; Hengwei Zhao; Junjue Wang; Yanfei Zhong; Dong Zhao; Qi Zang; Shuang Wang 001; Fahong Zhang 001; Yilei Shi; Xiao Xiang Zhu 001; Lin Bai; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection. - Omid Ghorbanzadeh; Yonghao Xu; Pedram Ghamisi; Michael Kopp 001; David P. Kreil (IEEE Trans. Geosci. Remote. Sens., 2022)

Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection. - Omid Ghorbanzadeh; Yonghao Xu; Pedram Ghamisi; Michael Kopp 001; David P. Kreil (Zenodo, 2022)

Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning. - Omid Ghorbanzadeh; Alessandro Crivellari; Dirk Tiede; Pedram Ghamisi; Stefan Lang 001 (Remote. Sens., 2022)

Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula. - Ratiranjan Jena; Abdallah Shanableh; Rami Al-Ruzouq; Biswajeet Pradhan; Mohamed Barakat A. Gibril; Mohamad Ali Khalil; Omid Ghorbanzadeh; Ganapathy Pattukandan Ganapathy; Pedram Ghamisi (Remote. Sens., 2023)

An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region. - Ratiranjan Jena; Abdallah Shanableh; Rami Al-Ruzouq; Biswajeet Pradhan; Mohamed Barakat A. Gibril; Omid Ghorbanzadeh; Clement Atzberger; Mohamad Ali Khalil; Himanshu Mittal; Pedram Ghamisi (Remote. Sens., 2023)

Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. - Omid Ghorbanzadeh; Hejar Shahabi; Sepideh Tavakkoli Piralilou; Alessandro Crivellari; Laura Elena Cue La Rosa; Clement Atzberger; Jonathan Li 001; Pedram Ghamisi (IEEE Access, 2024)

Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping. - Babak Ghassemi; Cássio Fraga Dantas; Raffaele Gaetano; Dino Ienco; Omid Ghorbanzadeh; Emma Izquierdo-Verdiguier; Francesco Vuolo (CoRR, 2025)