Works by Ghorbani, Mohammad Ali

Results: 45

Nonlinear and periodic dynamics of chaotic hydro-thermal process of Skokomish river.

Published in:

Stochastic Environmental Research & Risk Assessment, 2023, v. 37, n. 7, p. 2739, doi. 10.1007/s00477-023-02416-1

By:

Ruskeepää, Heikki;
Ferreira, Leonardo Nascimento;
Ghorbani, Mohammad Ali;
Kahya, Ercan;
Golmohammadi, Golmar;
Karimi, Vahid

Publication type:

Article

Application of complex networks for monthly rainfall dynamics over central Vietnam.

Published in:

Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 3, p. 535, doi. 10.1007/s00477-020-01962-2

By:

Ghorbani, Mohammad Ali;
Karimi, Vahid;
Ruskeepää, Heikki;
Sivakumar, Bellie;
Pham, Quoc Bao;
Mohammadi, Fatemeh;
Yasmin, Nazly

Publication type:

Article

Design and implementation of a hybrid MLP-GSA model with multi-layer perceptron-gravitational search algorithm for monthly lake water level forecasting.

Published in:

Stochastic Environmental Research & Risk Assessment, 2019, v. 33, n. 1, p. 125, doi. 10.1007/s00477-018-1630-1

By:

Ghorbani, Mohammad Ali;
Deo, Ravinesh C.;
Karimi, Vahid;
Kashani, Mahsa H.;
Ghorbani, Shahryar

Publication type:

Article

Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey.

Published in:

Stochastic Environmental Research & Risk Assessment, 2018, v. 32, n. 6, p. 1683, doi. 10.1007/s00477-017-1474-0

By:

Karimi, Vahid;
Ghorbani, Mohammad Ali;
Deo, Ravinesh C.;
Yaseen, Zaher Mundher;
Terzi, Ozlem

Publication type:

Article

Complex network analysis of groundwater level in Sina Basin, Maharashtra, India.

Published in:

Environment, Development & Sustainability, 2024, v. 26, n. 7, p. 18017, doi. 10.1007/s10668-023-03375-x

By:

Bharti, Vikram;
Roshni, Thendiyath;
Jha, Madan Kumar;
Ghorbani, Mohammad Ali;
Ibrahim, Osama Ragab Abdelaziz

Publication type:

Article

Spatial modeling of soil salinity using multiple linear regression, ordinary kriging and artificial neural network methods.

Published in:

Archives of Agronomy & Soil Science, 2017, v. 63, n. 2, p. 151, doi. 10.1080/03650340.2016.1193162

By:

Shahabi, Mahmoud;
Jafarzadeh, Ali Asghar;
Neyshabouri, Mohammad Reza;
Ghorbani, Mohammad Ali;
Valizadeh Kamran, Khalil

Publication type:

Article

Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2020, v. 24, n. 16, p. 12079, doi. 10.1007/s00500-019-04648-2

By:

Ghorbani, Mohammad Ali;
Deo, Ravinesh C.;
Kim, Sungwon;
Hasanpour Kashani, Mahsa;
Karimi, Vahid;
Izadkhah, Maryam

Publication type:

Article

Solving the pan evaporation process complexity using the development of multiple mode of neurocomputing models.

Published in:

Theoretical & Applied Climatology, 2021, v. 145, n. 3/4, p. 1521, doi. 10.1007/s00704-021-03724-8

By:

Ghorbani, Mohammad Ali;
Jabehdar, Milad Alizadeh;
Yaseen, Zaher Mundher;
Inyurt, Samed

Publication type:

Article

Entropy analysis and pattern recognition in rainfall data, north Algeria.

Published in:

Theoretical & Applied Climatology, 2021, v. 144, n. 1/2, p. 317, doi. 10.1007/s00704-021-03542-y

By:

Ghorbani, Mohammad Ali;
Kahya, Ercan;
Roshni, Thendiyath;
Kashani, Mahsa H.;
Malik, Anurag;
Heddam, Salim

Publication type:

Article

Climate change projections of rainfall and its impact on the cropland suitability for rice and wheat crops in the Sone river command, Bihar.

Published in:

Theoretical & Applied Climatology, 2020, v. 142, n. 1/2, p. 433, doi. 10.1007/s00704-020-03319-9

By:

Kumar, Suraj;
Roshni, Thendiyath;
Kahya, Ercan;
Ghorbani, Mohammad Ali

Publication type:

Article

Lake water level modeling using newly developed hybrid data intelligence model.

Published in:

Theoretical & Applied Climatology, 2020, v. 141, n. 3/4, p. 1285, doi. 10.1007/s00704-020-03263-8

By:

Yaseen, Zaher Mundher;
Naghshara, Shabnam;
Salih, Sinan Q.;
Kim, Sungwon;
Malik, Anurag;
Ghorbani, Mohammad Ali

Publication type:

Article

A study of friction factor formulation in pipes using artificial intelligence techniques and explicit equations.

Published in:

Turkish Journal of Engineering & Environmental Sciences, 2012, v. 36, n. 2, p. 121, doi. 10.3906/muh-1008-30

By:

Salmasi, Farzin;
Khatibi, Rahman;
Ghorbani, Mohammad Ali

Publication type:

Article

Comparative analysis of hybrid models of firefly optimization algorithm with support vector machines and multilayer perceptron for predicting soil temperature at different depths.

Published in:

Engineering Applications of Computational Fluid Mechanics, 2020, v. 14, n. 1, p. 939, doi. 10.1080/19942060.2020.1788644

By:

Shamshirband, Shahaboddin;
Esmaeilbeiki, Fatemeh;
Zarehaghi, Davoud;
Neyshabouri, Mohammadreza;
Samadianfard, Saeed;
Ghorbani, Mohammad Ali;
Mosavi, Amir;
Nabipour, Narjes;
Chau, Kwok-Wing

Publication type:

Article

Modeling monthly pan evaporation process over the Indian central Himalayas: application of multiple learning artificial intelligence model.

Published in:

Engineering Applications of Computational Fluid Mechanics, 2020, v. 14, n. 1, p. 323, doi. 10.1080/19942060.2020.1715845

By:

Malik, Anurag;
Kumar, Anil;
Kim, Sungwon;
Kashani, Mahsa H.;
Karimi, Vahid;
Sharafati, Ahmad;
Ghorbani, Mohammad Ali;
Al-Ansari, Nadhir;
Salih, Sinan Q.;
Yaseen, Zaher Mundher;
Chau, Kwok-Wing

Publication type:

Article

Forecasting pan evaporation with an integrated artificial neural network quantum-behaved particle swarm optimization model: a case study in Talesh, Northern Iran.

Published in:

Engineering Applications of Computational Fluid Mechanics, 2018, v. 12, n. 1, p. 724, doi. 10.1080/19942060.2018.1517052

By:

Ali Ghorbani, Mohammad;
Kazempour, Reza;
Chau, Kwok-Wing;
Shamshirband, Shahaboddin;
Taherei Ghazvinei, Pezhman

Publication type:

Article

Novel genetic-based negative correlation learning for estimating soil temperature.

Published in:

Engineering Applications of Computational Fluid Mechanics, 2018, v. 12, n. 1, p. 506, doi. 10.1080/19942060.2018.1463871

By:

Kazemi, S. M. R.;
Minaei Bidgoli, Behrouz;
Shamshirband, Shahaboddin;
Karimi, Seyed Mehdi;
Ghorbani, Mohammad Ali;
Chau, Kwok-wing;
Kazem Pour, Reza

Publication type:

Article

A Simple Way to Increase the Prediction Accuracy of Hydrological Processes Using an Artificial Intelligence Model.

Published in:

Sustainability (2071-1050), 2021, v. 13, n. 14, p. 7752, doi. 10.3390/su13147752

By:

Meidute-Kavaliauskiene, Ieva;
Jabehdar, Milad Alizadeh;
Davidavičienė, Vida;
Ghorbani, Mohammad Ali;
Sammen, Saad Sh.

Publication type:

Article

Coupling artificial neural network and sperm swarm optimization for soil temperature prediction at multiple depths.

Published in:

Environmental Science & Pollution Research, 2024, v. 31, n. 47, p. 57903, doi. 10.1007/s11356-024-35002-1

By:

Sharafi, Milad;
Ghorbani, Mohammad Ali;
Barzegar, Rahim;
Samadianfard, Saeed

Publication type:

Article

Development of a new hybrid technique for estimating of relative uplift force in gravity dams based on whale optimization algorithm.

Published in:

Journal of Hydraulic Structures, 2023, v. 9, n. 1, p. 43, doi. 10.22055/jhs.2023.41889.1230

By:

Nourani, Bahram;
Salmasi, Farzin;
Ghorbani, Mohammad Ali

Publication type:

Article

Enhanced Artificial Neural Network with Harris Hawks Optimization for Predicting Scour Depth Downstream of Ski-Jump Spillway.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 15, p. 5160, doi. 10.3390/app10155160

By:

Sammen, Saad Sh.;
Ghorbani, Mohammad Ali;
Malik, Anurag;
Tikhamarine, Yazid;
AmirRahmani, Mohammad;
Al-Ansari, Nadhir;
Chau, Kwok-Wing

Publication type:

Article

Can Decomposition Approaches Always Enhance Soft Computing Models? Predicting the Dissolved Oxygen Concentration in the St. Johns River, Florida.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 12, p. 2534, doi. 10.3390/app9122534

By:

Zounemat-Kermani, Mohammad;
Seo, Youngmin;
Kim, Sungwon;
Ghorbani, Mohammad Ali;
Samadianfard, Saeed;
Naghshara, Shabnam;
Kim, Nam Won;
Singh, Vijay P.

Publication type:

Article

Designing a deep learning-based framework for the prediction of lake surface closed curves.

Published in:

Earth Science Informatics, 2025, v. 18, n. 3, p. 1, doi. 10.1007/s12145-025-01776-2

By:

Santos, Celso Augusto Guimarães;
Misra, Debasmita;
Ghanimeh, Sophia;
Olusola, Adeyemi;
Patel, Utkarsh;
Golmohammadi, Golmar;
Abdi, Erfan;
Karimi, Vahid;
Ghorbani, Mohammad Ali

Publication type:

Article

Joint analysis of drought affected by climate change in Zarinehrood watershed, Iran, using copula functions.

Published in:

Acta Geophysica, 2024, v. 72, n. 5, p. 3631, doi. 10.1007/s11600-024-01306-6

By:

Samadian, Morteza;
Asadi, Esmaeil;
Ghorbani, Mohammad Ali;
Ahmadi, Farshad

Publication type:

Article

Predictability of relative humidity by two artificial intelligence techniques using noisy data from two Californian gauging stations.

Published in:

Neural Computing & Applications, 2013, v. 23, n. 7/8, p. 2241, doi. 10.1007/s00521-012-1175-z

By:

Khatibi, Rahman;
Naghipour, Leila;
Ghorbani, Mohammad Ali;
Aalami, Mohammad Taghi

Publication type:

Article

Dew Point Temperature Estimation: Application of Artificial Intelligence Model Integrated with Nature-Inspired Optimization Algorithms.

Published in:

Water (20734441), 2019, v. 11, n. 4, p. 742, doi. 10.3390/w11040742

By:

Naganna, Sujay Raghavendra;
Deka, Paresh Chandra;
Ghorbani, Mohammad Ali;
Biazar, Seyed Mostafa;
Al-Ansari, Nadhir;
Yaseen, Zaher Mundher

Publication type:

Article

Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction.

Published in:

Complexity, 2022, p. 1, doi. 10.1155/2022/3123475

By:

Shahabi, Mahmood;
Ghorbani, Mohammad Ali;
Naganna, Sujay Raghavendra;
Kim, Sungwon;
Hadi, Sinan Jasim;
Inyurt, Samed;
Farooque, Aitazaz Ahsan;
Yaseen, Zaher Mundher

Publication type:

Article

An Uncertainty-Based Random Boundary Interval Multi-Stage Stochastic Programming for Water Resources Planning.

Published in:

Water Resources Management, 2023, v. 37, n. 12, p. 4571, doi. 10.1007/s11269-023-03557-2

By:

Raei, Mehri;
Hossienzad, Javad;
Ghorbani, Mohammad Ali

Publication type:

Article

Hourly River Flow Forecasting: Application of Emotional Neural Network Versus Multiple Machine Learning Paradigms.

Published in:

Water Resources Management, 2020, v. 34, n. 3, p. 1075, doi. 10.1007/s11269-020-02484-w

By:

Yaseen, Zaher Mundher;
Naganna, Sujay Raghavendra;
Sa'adi, Zulfaqar;
Samui, Pijush;
Ghorbani, Mohammad Ali;
Salih, Sinan Q.;
Shahid, Shamsuddin

Publication type:

Article

Annual Rainfall Forecasting Using Hybrid Artificial Intelligence Model: Integration of Multilayer Perceptron with Whale Optimization Algorithm.

Published in:

Water Resources Management, 2020, v. 34, n. 2, p. 733, doi. 10.1007/s11269-019-02473-8

By:

Diop, Lamine;
Samadianfard, Saeed;
Bodian, Ansoumana;
Yaseen, Zaher Mundher;
Ghorbani, Mohammad Ali;
Salimi, Hana

Publication type:

Article

Design and implementation of a hybrid MLP-FFA model for soil salinity prediction.

Published in:

Environmental Earth Sciences, 2019, v. 78, n. 5, p. 1, doi. 10.1007/s12665-019-8159-6

By:

Pouladi, Nastaran;
Jafarzadeh, Ali Asghar;
Shahbazi, Farzin;
Ghorbani, Mohammad Ali

Publication type:

Article

Application of cross-wavelet–linear programming–Kalman filter and GIUH methods in rainfall–runoff modeling.

Published in:

Environmental Earth Sciences, 2019, v. 78, n. 5, p. 1, doi. 10.1007/s12665-019-8133-3

By:

Mohammadi, Fatemeh;
Fakheri Fard, Ahmad;
Ghorbani, Mohammad Ali

Publication type:

Article

Modeling river discharge time series using support vector machine and artificial neural networks.

Published in:

Environmental Earth Sciences, 2016, v. 75, n. 8, p. 1, doi. 10.1007/s12665-016-5435-6

By:

Ghorbani, Mohammad Ali;
Khatibi, Rahman;
Goel, Arun;
FazeliFard, Mohammad Hasan;
Azani, Atefeh

Publication type:

Article

Enhancement groundwater level prediction using hybrid ANN-HHO model: case study (Shabestar Plain in Iran).

Published in:

Arabian Journal of Geosciences, 2023, v. 16, n. 8, p. 1, doi. 10.1007/s12517-023-11584-x

By:

Mirzania, Ehsan;
Ghorbani, Mohammad Ali;
Asadi, Esmaeil

Publication type:

Article

Temporal connections in reconstructed monthly rainfall time series in different rainfall regimes of Turkey.

Published in:

Arabian Journal of Geosciences, 2022, v. 15, n. 10, p. 1, doi. 10.1007/s12517-022-10271-7

By:

Ghorbani, Mohammad Ali;
Kahya, Ercan;
Ruskeepää, Heikki;
Roshni, Thendiyath;
Hasanpour Kashani, Mahsa;
Karimi, Vahid;
Bickici Arikan, Bugrayhan

Publication type:

Article

Comparative evaluation of the whale optimization algorithm and backpropagation for training neural networks to model soil wind erodibility.

Published in:

Arabian Journal of Geosciences, 2021, v. 14, n. 1, p. 1, doi. 10.1007/s12517-020-06328-0

By:

Raei, Bijan;
Ahmadi, Abbas;
Neyshaburi, Mohammad Reza;
Ghorbani, Mohammad Ali;
Asadzadeh, Farrokh

Publication type:

Article

Long-term temperature trend analysis associated with agriculture crops.

Published in:

Theoretical & Applied Climatology, 2020, v. 140, n. 3/4, p. 1139, doi. 10.1007/s00704-020-03137-z

By:

Meshram, Sarita Gajbhiye;
Kahya, Ercan;
Meshram, Chandrashekhar;
Ghorbani, Mohammad Ali;
Ambade, Balram;
Mirabbasi, Rasoul

Publication type:

Article

Evaluation of daily solar radiation flux using soft computing approaches based on different meteorological information: peninsula vs continent.

Published in:

Theoretical & Applied Climatology, 2019, v. 137, n. 1/2, p. 693, doi. 10.1007/s00704-018-2627-x

By:

Kim, Sungwon;
Seo, Youngmin;
Rezaie-Balf, Mohammad;
Kisi, Ozgur;
Ghorbani, Mohammad Ali;
Singh, Vijay P.

Publication type:

Article

Continuous monitoring of suspended sediment concentrations using image analytics and deriving inherent correlations by machine learning.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-64707-9

By:

Ghorbani, Mohammad Ali;
Khatibi, Rahman;
Singh, Vijay P.;
Kahya, Ercan;
Ruskeepää, Heikki;
Saggi, Mandeep Kaur;
Sivakumar, Bellie;
Kim, Sungwon;
Salmasi, Farzin;
Hasanpour Kashani, Mahsa;
Samadianfard, Saeed;
Shahabi, Mahmood;
Jani, Rasoul

Publication type:

Article

A novel hybrid neural network based on phase space reconstruction technique for daily river flow prediction.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2018, v. 22, n. 7, p. 2205, doi. 10.1007/s00500-016-2480-8

By:

Delafrouz, Hadi;
Ghaheri, Abbas;
Ghorbani, Mohammad Ali

Publication type:

Article

Geographically Weighted Regression Hybridized with Kriging Model for Delineation of Drought-Prone Areas.

Published in:

Environmental Modeling & Assessment, 2021, v. 26, n. 5, p. 803, doi. 10.1007/s10666-021-09789-z

By:

Bahmani, Shadi;
Naganna, Sujay Raghavendra;
Ghorbani, Mohammad Ali;
Shahabi, Mahmood;
Asadi, Esmaeil;
Shahid, Shamsuddin

Publication type:

Article

Estimating Water Levels through Smartphone-Imaged Gauges: A Comparative Analysis of ANN, DL, and CNN Models.

Published in:

Water Resources Management, 2025, v. 39, n. 4, p. 1639, doi. 10.1007/s11269-024-04038-w

By:

Santos, Celso Augusto Guimarães;
Ghorbani, Mohammad Ali;
Abdi, Erfan;
Patel, Utkarsh;
Sadeddin, Siria

Publication type:

Article

Estimation of daily pan evaporation using neural networks and meta-heuristic approaches.

Published in:

ISH Journal of Hydraulic Engineering, 2020, v. 26, n. 4, p. 421, doi. 10.1080/09715010.2018.1498754

By:

Ashrafzadeh, Afshin;
Malik, Anurag;
Jothiprakash, Vinayakam;
Ghorbani, Mohammad Ali;
Biazar, Seyed Mostafa

Publication type:

Article

Rainfall modeling using two different neural networks improved by metaheuristic algorithms.

Published in:

Environmental Sciences Europe, 2023, v. 35, n. 1, p. 1, doi. 10.1186/s12302-023-00818-0

By:

Sammen, Saad Sh.;
Kisi, Ozgur;
Ehteram, Mohammad;
El-Shafie, Ahmed;
Al-Ansari, Nadhir;
Ghorbani, Mohammad Ali;
Bhat, Shakeel Ahmad;
Ahmed, Ali Najah;
Shahid, Shamsuddin

Publication type:

Article

Evaporation process modelling over northern Iran: application of an integrative data-intelligence model with the krill herd optimization algorithm.

Published in:

Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2019, v. 64, n. 15, p. 1843, doi. 10.1080/02626667.2019.1676428

By:

Ashrafzadeh, Afshin;
Ghorbani, Mohammad Ali;
Biazar, Seyed Mostafa;
Yaseen, Zaher Mundher

Publication type:

Article

Study of discontinuities in hydrological data using catastrophe theory.

Published in:

Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2010, v. 55, n. 7, p. 1137, doi. 10.1080/02626667.2010.513477

By:

Ghorbani, Mohammad Ali;
Khatibi, Rahman;
Sivakumar, Bellie;
Cobb, Loren

Publication type:

Article