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Babak Mohammadi

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Contact details

Email: babak [dot] mohammadi [at] nateko [dot] lu [dot] se

Organisation

Dept of Physical Geography and Ecosystem Science
Service point: 16

Webpage

Babak Mohammadis profile in Lund university research portal

Research interests:

Surface Water Hydrology
Snow Hydrology
Remote Sensing
Hydrological Modeling

Publications

Displaying of publications. Sorted by year, then title.

Performance analysis of daily global solar radiation models in peru by regression analysis
Babak Mohammadi, Roozbeh Moazenzadeh
(2021) Atmosphere, 12
Journal article review
Application of an artificial intelligence technique enhanced with intelligent water drops for monthly reference evapotranspiration estimation
Farshad Ahmadi, Saeid Mehdizadeh, Babak Mohammadi, Quoc Bao Pham, Thi Ngoc Canh DOAN, et al.
(2021) Agricultural Water Management, 244
Journal article
Machine learning algorithm-based risk assessment of riparian wetlands in Padma River Basin of Northwest Bangladesh
Abu Reza Md Towfiqul Islam, Swapan Talukdar, Susanta Mahato, Sk Ziaul, Kutub Uddin Eibek, et al.
(2021) Environmental Science and Pollution Research
Journal article
Implementing novel hybrid models to improve indirect measurement of the daily soil temperature : Elman neural network coupled with gravitational search algorithm and ant colony optimization
Saeid Mehdizadeh, Babak Mohammadi, Quoc Bao Pham, Dao Nguyen Khoi, Nguyen Thi Thuy Linh
(2020) Measurement: Journal of the International Measurement Confederation, 165
Journal article
ENN-SA : A novel neuro-annealing model for multi-station drought prediction
Ali Danandeh Mehr, Babak Vaheddoost, Babak Mohammadi
(2020) Computers and Geosciences, 145
Journal article
Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm
Quoc Bao Pham, Haitham Abdulmohsin Afan, Babak Mohammadi, Ali Najah Ahmed, Nguyen Thi Thuy Linh, et al.
(2020) Soft Computing, 24 p.18039-18056
Journal article
Simulation of titicaca lake water level fluctuations using hybrid machine learning technique integrated with grey wolf optimizer algorithm
Babak Mohammadi, Yiqing Guan, Pouya Aghelpour, Samad Emamgholizadeh, Ramiro Pillco Zolá, et al.
(2020) Water (Switzerland), 12 p.1-18
Journal article
Using the modis sensor for snow cover modeling and the assessment of drought effects on snow cover in a mountainous area
Pouya Aghelpour, Yiqing Guan, Hadigheh Bahrami‐pichaghchi, Babak Mohammadi, Ozgur Kisi, et al.
(2020) Remote Sensing, 12 p.1-22
Journal article
A novel approach for predicting daily pan evaporation in the coastal regions of Iran using support vector regression coupled with krill herd algorithm model
Yiqing Guan, Babak Mohammadi, Quoc Bao Pham, S. Adarsh, Khaled S. Balkhair, et al.
(2020) Theoretical and Applied Climatology, 142 p.349-367
Journal article
Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling
Babak Mohammadi, Farshad Ahmadi, Saeid Mehdizadeh, Yiqing Guan, Quoc Bao Pham, et al.
(2020) Water Resources Management, 34 p.3387-3409
Journal article
Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series
Babak Mohammadi, Nguyen Thi Thuy Linh, Quoc Bao Pham, Ali Najah Ahmed, Jana Vojteková, et al.
(2020) Hydrological Sciences Journal, 65 p.1738-1751
Journal article
Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm
Babak Mohammadi, Saeid Mehdizadeh
(2020) Agricultural Water Management, 237
Journal article
Estimation of solar radiation using neighboring stations through hybrid support vector regression boosted by Krill Herd algorithm
Babak Mohammadi, Zahra Aghashariatmadari
(2020) Arabian Journal of Geosciences, 13
Journal article
Application of hybrid ANN-whale optimization model in evaluation of the field capacity and the permanent wilting point of the soils
Babak Vaheddoost, Yiqing Guan, Babak Mohammadi
(2020) Environmental Science and Pollution Research, 27 p.13131-13141
Journal article
Incorporating rainwater harvesting systems in iran's potable water-saving scheme by using a GIS-simulation based decision support system
Yie Ru Chiu, Kamaleddin Aghaloo, Babak Mohammadi
(2020) Water (Switzerland), 12
Journal article
Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation
Babak Mohammadi, Yiqing Guan, Roozbeh Moazenzadeh, Mir Jafar Sadegh Safari
(2020) Catena
Journal article
Developing hybrid time series and artificial intelligence models for estimating air temperatures
Babak Mohammadi, Saeid Mehdizadeh, Farshad Ahmadi, Nguyen Thi Thuy Lien, Nguyen Thi Thuy Linh, et al.
(2020) Stochastic Environmental Research and Risk Assessment
Journal article
Long-term monthly average temperature forecasting in some climate types of Iran, using the models SARIMA, SVR, and SVR-FA
Pouya Aghelpour, Babak Mohammadi, Seyed Mostafa Biazar
(2019) Theoretical and Applied Climatology, 138 p.1471-1480
Journal article
Assessment of bio-inspired metaheuristic optimisation algorithms for estimating soil temperature
Roozbeh Moazenzadeh, B. Mohammadi
(2019) Geoderma, 353 p.152-171
Journal article
A comparison between the application of empirical and ANN methods for estimation of daily global solar radiation in Iran
Babak Jahani, Babak Mohammadi
(2019) Theoretical and Applied Climatology, 137 p.1257-1269
Journal article

17 Apr 2021

Babak Mohammadi

Research interests:

Surface Water Hydrology

Snow Hydrology

Remote Sensing

Hydrological Modeling

Publications

Department of Physical Geography and Ecosystem Science

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