Babak Mohammadi
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- 2025
-
Mark
Integrating machine learning with process-based glacio-hydrological model for improving the performance of runoff simulation in cold regions
Mohammadi, Babak LU
; Gao, Hongkai
; Pilesjö, Petter
LU
; Tuo, Ye
; Guo, Renkui
LU
and Duan, Zheng
LU
(2025)
In Journal of Hydrology
656.
- Contribution to journal › Article
-
Mark
Enhancing streamflow drought prediction : integrating wavelet decomposition with deep learning and quantile regression neural network models
Mohammadi, Babak LU
; Abdallah, Mohammed
; Oucheikh, Rachid
LU
; Katipoğlu, Okan Mert
and Cheraghalizadeh, Majid
(2025)
In Earth Science Informatics
18(2).
- Contribution to journal › Article
- 2024
-
Mark
Improving glacio-hydrological model calibration and model performance in cold regions using satellite snow cover data
Mohammadi, Babak LU
; Gao, Hongkai
; Pilesjö, Petter
LU
and Duan, Zheng
LU
(2024)
In Applied water science
14(3).
- Contribution to journal › Article
-
Mark
An explainable hybrid framework for estimating daily reference evapotranspiration : Combining extreme gradient boosting with Nelder-Mead method
Mohammadi, Babak LU
; Chen, Mingjie
; Reza Nikoo, Mohammad
; Cheraghalizadeh, Majid
; Yu, Yang
; Zhang, Haiyan
and Yu, Ruide
(2024)
In Journal of Hydrology
644.
- Contribution to journal › Article
-
Mark
Estimation of surface soil moisture from Sentinel-1 synthetic aperture radar imagery using machine learning method
Bulut, Ünal ; Mohammadi, Babak LU
and Duan, Zheng
LU
(2024)
In Remote Sensing Applications: Society and Environment
36.
- Contribution to journal › Article
-
Mark
Bee-inspired insights : Unleashing the potential of artificial bee colony optimized hybrid neural networks for enhanced groundwater level time series prediction
Katipoğlu, Okan Mert ; Mohammadi, Babak LU
and Keblouti, Mehdi
(2024)
In Environmental Monitoring and Assessment
196(8).
- Contribution to journal › Article
-
Mark
A conceptual metaheuristic-based framework for improving runoff time series simulation in glacierized catchments
Mohammadi, Babak LU
; Vazifehkhah, Saeed
and Duan, Zheng
LU
(2024)
In Engineering Applications of Artificial Intelligence
127.
- Contribution to journal › Article
-
Mark
Improving hydrological modelling in cold regions using satellite remote sensing and machine learning techniques
Mohammadi, Babak LU
(2024)
- Thesis › Doctoral thesis (compilation)
-
Mark
Diagnosing the impacts of landscape characteristics on hydrologic signatures in the Krycklan catchment in Sweden using a flexible hydrological model
Guo, Renkui LU
; Mohammadi, Babak
LU
; Gao, Hongkai
; Liu, Junzhi
and Duan, Zheng
LU
(2024)
In Physics and Chemistry of the Earth
134.
- Contribution to journal › Article
-
Mark
Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria)
Achite, Mohammed ; Tsangaratos, Paraskevas ; Pellicone, Gaetano ; Mohammadi, Babak LU
and Caloiero, Tommaso
(2024)
In Ain Shams Engineering Journal
15(3).
- Contribution to journal › Article