A hybrid of Random Forest and Deep Auto-Encoder with support vector regression methods for accuracy improvement and uncertainty reduction of long-term streamflow prediction M Abbasi, A Farokhnia, M Bahreinimotlagh, R Roozbahani Journal of Hydrology 597, 125717, 2021 | 81 | 2021 |
Long-Term Streamflow Prediction Using Hybrid SVR-ANN Based on Bayesian Model Averaging M Abbasi, H Dehban, A Farokhnia, R Roozbahani, M Bahreinimotlagh Journal of Hydrologic Engineering 27 (11), 05022018, 2022 | 13 | 2022 |
Streamflow intermittence in Europe: Estimating high‐resolution monthly time series by downscaling of simulated runoff and random forest modeling P Döll, M Abbasi, ML Messager, T Trautmann, B Lehner, N Lamouroux Water Resources Research 60 (8), e2023WR036900, 2024 | 7 | 2024 |
Influence of Suspended Sediment Concentration and Particle Sizes on the Sound Attenuation of the Fluvial Acoustic Tomography Technique M Bahreinimotlagh, K Kawanisi, A Kavousi, R Roozbahani, M Abbasi, ... Journal of Water and Environment Technology 18 (5), 338-348, 2020 | 6 | 2020 |
Feasibility study of Fluvial Acoustic Tomography System for flood monitoring and determination of the measurement accuracy, minimum and maximum measurement ranges M Bahreinimotlagh, R Roozbahani, M Eftekhari, H Kardanmoghadam, ... Iranian journal of Ecohydrology 6 (3), 585-592, 2019 | 5 | 2019 |
Evaluation of Moving Average Pre-processing Approach to Improve the Efficiency of Support Vector Regression Model for Inflow Prediction KE Mahdi Abbasi, Shahab Araghinejad Iranian Journal of Soil and Water Research 50 (1), 247-258, 2019 | 5 | 2019 |
Investigation of the Effect of ENSO Hot Phase on the Instantaneous Floods in Two Climates of IRAN M Abbasi, S Araghinejad, K Ebrahimi Iranian Journal of Soil and Water Research 49 (6), 1433-1442, 2019 | 2 | 2019 |
Quantifying the potential impacts of climate change on streamflow intermittence in Europe M Abbasi, P Döll EGU24, 2024 | | 2024 |
Developing a random forest model to quantify streamflow intermittency in Pan-Europe at a spatial resolution of 15 arc-sec M Abbasi, T Trautmann, P Döll EGU General Assembly Conference Abstracts, EGU-4440, 2023 | | 2023 |
Report on continental-scale high-resolution modeling of streamflow intermittence P Döll, M Abbasi, T Trautmann | | 2023 |