| Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques H Darabi, B Choubin, O Rahmati, AT Haghighi, B Pradhan, B Kløve Journal of hydrology 569, 142-154, 2019 | 410 | 2019 |
| Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method FS Hosseini, B Choubin, A Mosavi, N Nabipour, S Shamshirband, ... Science of the total environment 711, 135161, 2020 | 312 | 2020 |
| River suspended sediment modelling using the CART model: A comparative study of machine learning techniques B Choubin, H Darabi, O Rahmati, F Sajedi-Hosseini, B Kløve Science of the Total Environment 615, 272-281, 2018 | 279 | 2018 |
| The effect of sample size on different machine learning models for groundwater potential mapping in mountain bedrock aquifers DD Moghaddam, O Rahmati, M Panahi, J Tiefenbacher, H Darabi, ... Catena 187, 104421, 2020 | 117 | 2020 |
| Development of novel hybridized models for urban flood susceptibility mapping O Rahmati, H Darabi, M Panahi, Z Kalantari, SA Naghibi, CSS Ferreira, ... Scientific reports 10 (1), 12937, 2020 | 114 | 2020 |
| Using the Mann–Kendall test and double mass curve method to explore stream flow changes in response to climate and human activities A Pirnia, M Golshan, H Darabi, J Adamowski, S Rozbeh Journal of Water and Climate Change 10 (4), 725-742, 2019 | 108 | 2019 |
| A scenario-based approach for assessing the hydrological impacts of land use and climate change in the Marboreh Watershed, Iran A Torabi Haghighi, H Darabi, K Shahedi, K Solaimani, B Kløve Environmental Modeling & Assessment 25 (1), 41-57, 2020 | 78 | 2020 |
| Contribution of climatic variability and human activities to stream flow changes in the Haraz River basin, northern Iran A Pirnia, H Darabi, B Choubin, E Omidvar, C Onyutha, AT Haghighi Journal of Hydro-Environment Research 25, 12-24, 2019 | 70 | 2019 |
| Urban flood risk mapping using data-driven geospatial techniques for a flood-prone case area in Iran H Darabi, AT Haghighi, MA Mohamadi, M Rashidpour, AD Ziegler, ... Hydrology Research 51 (1), 127-142, 2020 | 66 | 2020 |
| Urban flood hazard modeling using self-organizing map neural network O Rahmati, H Darabi, AT Haghighi, S Stefanidis, A Kornejady, OA Nalivan, ... Water 11 (11), 2370, 2019 | 57 | 2019 |
| A hybridized model based on neural network and swarm intelligence-grey wolf algorithm for spatial prediction of urban flood-inundation H Darabi, AT Haghighi, O Rahmati, AJ Shahrood, S Rouzbeh, B Pradhan, ... Journal of hydrology 603, 126854, 2021 | 50 | 2021 |
| Land degradation risk mapping using topographic, human-induced, and geo-environmental variables and machine learning algorithms, for the Pole-Doab watershed, Iran A Torabi Haghighi, H Darabi, Z Karimidastenaei, AA Davudirad, ... Environmental Earth Sciences 80, 1-21, 2021 | 45 | 2021 |
| Variation in physical characteristics of rainfall in Iran, determined using daily rainfall concentration index and monthly rainfall percentage index S Kaboli, AA Hekmatzadeh, H Darabi, AT Haghighi Theoretical and Applied Climatology 144, 507-520, 2021 | 44 | 2021 |
| Prioritization of subwatersheds based on flooding conditions using hydrological model, multivariate analysis and remote sensing technique H Darabi, K Shahedi, K Solaimani, M Miryaghoubzadeh Water and Environment Journal., 2014 | 40 | 2014 |
| Development of a novel hybrid multi-boosting neural network model for spatial prediction of urban flood H Darabi, O Rahmati, SA Naghibi, F Mohammadi, E Ahmadisharaf, ... Geocarto International 37 (19), 5716-5741, 2022 | 39 | 2022 |
| Use of remote sensing to analyse peatland changes after drainage for peat extraction A Torabi Haghighi, MW Menberu, H Darabi, J Akanegbu, B Kløve Land Degradation & Development 29 (10), 3479-3488, 2018 | 38 | 2018 |
| Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models H Darabi, S Mohamadi, Z Karimidastenaei, O Kisi, M Ehteram, A ELShafie, ... Soft Computing 25, 7609-7626, 2021 | 37 | 2021 |
| Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models M Panahi, O Rahmati, Z Kalantari, H Darabi, F Rezaie, DD Moghaddam, ... Journal of Hydrology 611, 128001, 2022 | 35 | 2022 |
| Flood risk mapping and crop-water loss modeling using water footprint analysis in agricultural watershed, northern Iran M Mohammadi, H Darabi, F Mirchooli, A Bakhshaee, A Torabi Haghighi Natural Hazards 105, 2007-2025, 2021 | 29 | 2021 |
| Efficient rainwater harvesting planning using socio-environmental variables and data-driven geospatial techniques H Darabi, E Moradi, AA Davudirad, M Ehteram, A Cerda, AT Haghighi Journal of Cleaner Production 311, 127706, 2021 | 28 | 2021 |
Ali Torabi HaghighiAssociate Professor, University of OuluVahvistettu sähköpostiosoite verkkotunnuksessa oulu.fi