Mohammadtaghi Avand

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Saeid JanizadehUniversity of HawaiiVerificeret mail på hawaii.edu
Romulus-Dumitru CostacheNational Institute of Hydrology and Water ManagementVerificeret mail på hidro.ro
Indra PrakashGeological Survey of India, Dy.DG(R), Collaborative ResearcherVerificeret mail på bisag.gujarat.gov.in
Tran Van PhongMSc, Institute of Geological Sciences (VAST)Verificeret mail på igsvn.vast.vn
Hamidreza MoradiHamid Reza MoradiVerificeret mail på modares.ac.ir
Peyman YariyanPhD. RS/GIS, University of TabrizVerificeret mail på tabrizu.ac.ir
John P. TiefenbacherProfessor of Geography, Texas State UniversityVerificeret mail på txstate.edu
Abolfazl JaafariResearch Institute of Forests and Rangelands, Tehran, IranVerificeret mail på rifr-ac.ir
Nadhir Al-AnsariLulea University of TechnologyVerificeret mail på ltu.se
Omid GhorbanzadehUniversity of Natural Resources and Life Sciences (BOKU)Verificeret mail på boku.ac.at
Saro LeeKorea Institute of Geoscience and Mineral ResourcesVerificeret mail på kigam.re.kr
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
Thomas BlaschkeUniversity of Salzburg Department of GeoinformaticsVerificeret mail på sbg.ac.at
huu duy NguyenUniversity of Science, Vietnam National University, HanoiVerificeret mail på vnu.edu.vn
Mohsen FarzinAssociate Professor of Watershed Management, Yasouj UniversityVerificeret mail på yu.ac.ir
Alireza ArabameriDepartment of Geomorphology, Tarbiat Modares UniversityVerificeret mail på modares.ac.ir
Saleh YousefiAssistant Prof., Soil Conservation and Watershed Management Research Department, Chaharmahal andVerificeret mail på areeo.ac.ir
Hejar ShahabiPhD Candidate of Environmental Remote Sensing, INRS, QuebecVerificeret mail på inrs.ca
Viet-Ha Nhu, PhDHanoi University of Mining and GeologyVerificeret mail på humg.edu.vn

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Mohammadtaghi Avand

Postdoc in Tarbiat Modares University

Verificeret mail på modares.ac.ir

Watershed Management Land use and Climate change Natural Hazards Spatial Modeling


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran Saeid Janizadeh, Mohammadtaghi Avand, Abolfazl Jaafari, Tran Van Phong ... Sustainability 11 (19), 2019	264	2019
Performance evaluation of machine learning methods for forest fire modeling and prediction BT Pham, A Jaafari, M Avand, N Al-Ansari, T Dinh Du, HPH Yen, ... Symmetry 12 (6), 1022, 2020	211	2020
Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms S Talukdar, B Ghose, Shahfahad, R Salam, S Mahato, QB Pham, ... Stochastic Environmental Research and Risk Assessment 34, 2277-2300, 2020	196	2020
Soft computing ensemble models based on logistic regression for groundwater potential mapping PT Nguyen, DH Ha, M Avand, A Jaafari, HD Nguyen, N Al-Ansari, ... Applied Sciences 10 (7), 2469, 2020	195	2020
GIS based hybrid computational approaches for flash flood susceptibility assessment BT Pham, M Avand, S Janizadeh, TV Phong, N Al-Ansari, LS Ho, S Das, ... Water 12 (3), 683, 2020	189	2020
Using machine learning models, remote sensing, and GIS to investigate the effects of changing climates and land uses on flood probability M Avand, H Moradi Journal of Hydrology 595, 125663, 2021	139	2021
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
Flood susceptibility mapping using an improved analytic network process with statistical models P Yariyan, M Avand, RA Abbaspour, A Torabi Haghighi, R Costache, ... Geomatics, Natural Hazards and Risk 11 (1), 2282-2314, 2020	131	2020
DEM resolution effects on machine learning performance for flood probability mapping M Avand, A Kuriqi, M Khazaei, O Ghorbanzadeh Journal of Hydro-Environment Research 40, 1-16, 2022	117	2022
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater M Avand, S Janizadeh, D Tien Bui, VH Pham, PTT Ngo, VH Nhu International Journal of Digital Earth 13 (12), 1408-1429, 2020	114	2020
A comparative assessment of random forest and k-nearest neighbor classifiers for gully erosion susceptibility mapping M Avand, S Janizadeh, SA Naghibi, HR Pourghasemi, ... Water 11 (10), 2076, 2019	112	2019
Shallow landslide susceptibility mapping by random forest base classifier and its ensembles in a semi-arid region of Iran VH Nhu, A Shirzadi, H Shahabi, W Chen, JJ Clague, M Geertsema, ... Forests 11 (4), 421, 2020	109	2020
Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment R Costache, QB Pham, M Avand, NTT Linh, M Vojtek, J Vojteková, S Lee, ... Journal of Environmental Management 265, 110485, 2020	107	2020
GIS-based gully erosion susceptibility mapping: a comparison of computational ensemble data mining models VH Nhu, S Janizadeh, M Avand, W Chen, M Farzin, E Omidvar, A Shirzadi, ... Applied Sciences 10 (6), 2039, 2020	99	2020
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	85	2019
Flash-flood hazard using deep learning based on H2O R package and fuzzy-multicriteria decision-making analysis R Costache, TT Tin, A Arabameri, A Crăciun, RS Ajin, I Costache, ... Journal of Hydrology 609, 127747, 2022	82	2022
Spatial prediction of future flood risk: an approach to the effects of climate change M Avand, HR Moradi, M Ramazanzadeh Lasboyee Geosciences 11 (1), 25, 2021	68	2021
New neural fuzzy-based machine learning ensemble for enhancing the prediction accuracy of flood susceptibility mapping R Costache, R Țîncu, I Elkhrachy, QB Pham, MC Popa, DC Diaconu, ... Hydrological Sciences Journal 65 (16), 2816-2837, 2020	68	2020
GIS-based spatial modeling of snow avalanches using four novel ensemble models P Yariyan, M Avand, RA Abbaspour, M Karami, JP Tiefenbacher Science of The Total Environment 745, 141008, 2020	68	2020
Optimization of statistical and machine learning hybrid models for groundwater potential mapping P Yariyan, M Avand, E Omidvar, QB Pham, NTT Linh, JP Tiefenbacher Geocarto International 37 (13), 3877-3911, 2022	59	2022

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