Hejar Shahabi

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Omid GhorbanzadehUniversity of Natural Resources and Life Sciences (BOKU)Verificeret mail på boku.ac.at
Thomas BlaschkeUniversity of Salzburg Department of GeoinformaticsVerificeret mail på sbg.ac.at
Sepideh Tavakkoli PiralilouPhD condidate, University of SalzburgVerificeret mail på stud.sbg.ac.at
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorVerificeret mail på hzdr.de
Saeid Homayouni, Ph.D., IEEE SMProfessor, INRS, Centre Eau Terre EnvironnmentVerificeret mail på inrs.ca
Ben (Abdollah) JarihaniJames Cook University & (Adjunct University of the Sunshine Coast, Australia)Verificeret mail på usc.edu.au
Sansar Raj MeenaDepartment of Geosciences, University of Padova, ItalyVerificeret mail på unipd.it
Jagannath AryalAssociate Professor, Department of Infrastructure Engineering, The University of MelbourneVerificeret mail på unimelb.edu.au
Mohammadtaghi AvandPostdoc in Tarbiat Modares UniversityVerificeret mail på modares.ac.ir
Samsung LimAssociate Professor of University of New South WalesVerificeret mail på unsw.edu.au
Khalil GholamniaPhD student at Charles universityVerificeret mail på natur.cuni.cz
Maryam RahimzadPhD Candidate of Environmental Remote Sensing & Geomatics, ETE Research Centre, INRS, QuebecVerificeret mail på inrs.ca
Himan ShahabiDepartment of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj, IranVerificeret mail på uok.ac.ir
Ataollah ShirzadiDept. of Watershed Management, Faculty of Natural Resources, University of Kurdistan, Sanandaj, IranVerificeret mail på uok.ac.ir
Saeid JanizadehUniversity of HawaiiVerificeret mail på hawaii.edu
Amir MosaviObuda UniversityVerificeret mail på uni-obuda.hu
Romulus-Dumitru CostacheNational Institute of Hydrology and Water ManagementVerificeret mail på hidro.ro
ZHIYONG LVDepartment of Computer Science and Information Engineering, Xi'An University of TechnologyVerificeret mail på xaut.edu.cn
Professor Khalil Valizadeh KamranProfessor .University of Tabriz (IRAN) ,Guest Researcher at Mersin University, (TURKEY)Verificeret mail på tabrizu.ac.ir
Fahimeh MirchooliWatershed Management EngineeringVerificeret mail på modares.ac.ir

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Hejar Shahabi

PhD Candidate of Environmental Remote Sensing, INRS, Quebec

Verificeret mail på inrs.ca

Remote Sensing Machine Learning OBIA Natural Hazards


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Landslide detection using multi-scale image segmentation and different machine learning models in the higher himalayas S Tavakkoli Piralilou, H Shahabi, B Jarihani, O Ghorbanzadeh, ... Remote Sensing 11 (21), 2575, 2019	167	2019
Landslide detection using deep learning and object-based image analysis O Ghorbanzadeh, H Shahabi, A Crivellari, S Homayouni, T Blaschke, ... Landslides 19 (4), 929-939, 2022	146	2022
GIS-based machine learning algorithms for gully erosion susceptibility mapping in a semi-arid region of Iran X Lei, W Chen, M Avand, S Janizadeh, N Kariminejad, H Shahabi, ... Remote Sensing 12 (15), 2478, 2020	131	2020
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, A Crivellari, P Ghamisi, H Shahabi, T Blaschke Scientific Reports 11 (1), 14629, 2021	110	2021
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, S Tavakkoli Piralilou, D Chittleborough, M Avand, ... Sensors 19 (22), 4893, 2019	89	2019
Landslide mapping using two main deep-learning convolution neural network streams combined by the Dempster–Shafer model O Ghorbanzadeh, SR Meena, HSS Abadi, ST Piralilou, L Zhiyong, ... IEEE Journal of selected topics in applied earth observations and remote …, 2020	58	2020
Unsupervised deep learning for landslide detection from multispectral sentinel-2 imagery H Shahabi, M Rahimzad, S Tavakkoli Piralilou, O Ghorbanzadeh, ... Remote Sensing 13 (22), 4698, 2021	56	2021
Gully erosion susceptibility mapping (GESM) using machine learning methods optimized by the multi‑collinearity analysis and K-fold cross-validation O Ghorbanzadeh, H Shahabi, F Mirchooli, K Valizadeh Kamran, S Lim, ... Geomatics, Natural Hazards and Risk 11 (1), 1653-1678, 2020	54	2020
Landslide susceptibility mapping for Austria using geons and optimization with the Dempster-Shafer theory T Gudiyangada Nachappa, S Tavakkoli Piralilou, O Ghorbanzadeh, ... Applied Sciences 9 (24), 5393, 2019	51	2019
Contrastive self-supervised learning for globally distributed landslide detection O Ghorbanzadeh, H Shahabi, ST Piralilou, A Crivellari, LEC La Rosa, ... IEEE Access, 2024	10	2024
Automatic landslide detection using bi-temporal sentinel 2 imagery ST Piralilou, H Shahabi, R Pazur GI_Forum 9, 39-45, 2021	8	2021
Rapid mapping of landslides from sentinel-2 data using unsupervised deep learning H Shahabi, M Rahimzad, O Ghorbanzadeh, ST Piralilou, T Blaschke, ... 2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing …, 2022	6	2022
Evaluation of various deep learning algorithms for landslide and sinkhole detection from UAV imagery in a semi-arid environment N Kariminejad, H Shahabi, O Ghorbanzadeh, V Shafaie, ... Earth Systems and Environment 8 (4), 1387-1398, 2024	5	2024
Change detection of Oak forests using object-based classification of multitemporal Landsat imageries (Case study: forests of the northern province of Ilam) H ROSTAMZADEH, S Darabi, H Shahabi Journal of RS and GIS for Natural Resources 8 (227), 92-110, 2017	5	2017
Sentinel 1a-2a incorporating an object-based image analysis method for flood mapping and extent assessment D Azhand, S Pirasteh, M Varshosaz, H Shahabi, S Abdollahabadi, ... ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024	4	2024
Object-Based Thermal Remote-Sensing Analysis for Fault Detection in Mashhad County, Iran B Feizizadeh, H Shahabi Sorman Abadi, K Didehban, T Blaschke, ... Canadian Journal of Remote Sensing 45 (6), 847-861, 2019	4	2019
Model-Centric vs Data-Centric Deep Learning Approaches for Landslide Detection. H Shahabi, O Ghorbanzadeh CDCEO@ IJCAI, 44-49, 2022	2	2022
Gully Networks Detection by Integration of Machine Learning and Geographic Object-Based Image Analysis H Shahabi, B Jarihani, D Chittleborough, ST Piralilo 8th International Symposium on Gully Erosion, 2019	2	2019
Application of fuzzy-object based image analysis approach for identifying and zoning salt-dust storms of Urmia Lake eastern plain B Feizizadeh, H Shahabi, H Seyfei Environmental Management Hazards 3 (3), 269-284, 2016	2	2016
Mapping Complex Landslide Scars Using Deep Learning and High-Resolution Topographic Derivatives from LiDAR Data in Quebec, Canada H Shahabi, S Homayouni, D Perret, B Giroux Canadian Journal of Remote Sensing 50 (1), 2418087, 2024	1	2024

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