Novel hybrid linear stochastic with non-linear extreme learning machine methods for forecasting monthly rainfall a tropical climate M Zeynoddin, H Bonakdari, A Azari, I Ebtehaj, B Gharabaghi, ... Journal of environmental management 222, 190-206, 2018 | 87 | 2018 |
Predicting wastewater treatment plant quality parameters using a novel hybrid linear-nonlinear methodology K Lotfi, H Bonakdari, I Ebtehaj, FS Mjalli, M Zeynoddin, R Delatolla, ... Journal of environmental management 240, 463-474, 2019 | 85 | 2019 |
A reliable linear stochastic daily soil temperature forecast model M Zeynoddin, H Bonakdari, I Ebtehaj, F Esmaeilbeiki, B Gharabaghi, ... Soil and Tillage Research 189, 73-87, 2019 | 78 | 2019 |
New insights into soil temperature time series modeling: linear or nonlinear? H Bonakdari, H Moeeni, I Ebtehaj, M Zeynoddin, A Mahoammadian, ... Theoretical and Applied Climatology 135, 1157-1177, 2019 | 73 | 2019 |
Reliable method of determining stable threshold channel shape using experimental and gene expression programming techniques A Gholami, H Bonakdari, M Zeynoddin, I Ebtehaj, B Gharabaghi, ... Neural Computing and Applications 31, 5799-5817, 2019 | 44 | 2019 |
Evaluation of preprocessing techniques for improving the accuracy of stochastic rainfall forecast models I Ebtehaj, H Bonakdari, M Zeynoddin, B Gharabaghi, A Azari International journal of environmental science and technology 17, 505-524, 2020 | 37 | 2020 |
Development of a linear based stochastic model for daily soil temperature prediction: One step forward to sustainable agriculture M Zeynoddin, I Ebtehaj, H Bonakdari Computers and Electronics in Agriculture 176, 105636, 2020 | 30 | 2020 |
Forecasting monthly fluctuations of lake surface areas using remote sensing techniques and novel machine learning methods K Soltani, A Amiri, M Zeynoddin, I Ebtehaj, B Gharabaghi, H Bonakdari Theoretical and Applied Climatology 143, 713-735, 2021 | 26 | 2021 |
Integrated preprocessing techniques with linear stochastic approaches in groundwater level forecasting A Azari, M Zeynoddin, I Ebtehaj, AMA Sattar, B Gharabaghi, H Bonakdari Acta Geophysica 69 (4), 1395-1411, 2021 | 23 | 2021 |
A generalized linear stochastic model for lake level prediction M Zeynoddin, H Bonakdari, I Ebtehaj, A Azari, B Gharabaghi Science of the total environment 723, 138015, 2020 | 22 | 2020 |
A methodology for forecasting dissolved oxygen in urban streams S Stajkowski, M Zeynoddin, H Farghaly, B Gharabaghi, H Bonakdari Water 12 (9), 2568, 2020 | 19 | 2020 |
Discussion of “Comparative assessment of time series and artificial intelligence models to estimate monthly streamflow: A local and external data analysis approach” by Saeid … I Ebtehaj, M Zeynoddin, H Bonakdari Journal of hydrology 583, 124614, 2020 | 11 | 2020 |
Structural-optimized sequential deep learning methods for surface soil moisture forecasting, case study Quebec, Canada M Zeynoddin, H Bonakdari Neural Computing and Applications 34 (22), 19895-19921, 2022 | 6 | 2022 |
STOCHASTIC MODELING: A Thorough Guide to Evaluate, pre-process, Model and Compare Time Series With... Matlab Software H BONAKDARI, M ZEYNODDIN ELSEVIER-HEALTH SCIENCE - https://www.sciencedirect.com/book/97803 1, 356, 2022 | 6 | 2022 |
Goodness-of-fit & precision criteria H Bonakdari, M Zeynoddin Stochastic modeling: A thorough guide to evaluate, preprocess, model and …, 2022 | 5 | 2022 |
Lake surface area forecasting using integrated satellite-SARIMA-long-short-term memory model K Soltani, A Azari, M Zeynoddin, A Amiri, I Ebtehaj, TBMJ Ouarda, ... | 5 | 2021 |
Investigating methods in data preparation for stochastic rainfall modeling: A case study for Kermanshah synoptic station rainfall data, Iran M Zeynoddin, H Bonakdari Journal of Applied Research in Water and Wastewater 6 (1), 32-38, 2019 | 5 | 2019 |
Enhancing water use efficiency in precision irrigation: data-driven approaches for addressing data gaps in time series M Zeynoddin, SJ Gumiere, H Bonakdari Frontiers in Water 5, 1237592, 2023 | 3 | 2023 |
SOILPARAM 1.0: A Global-Scaled Enhanced Remote Sensing Application for Soil Characteristics Data Retrieval - Google Engine Environment, an Open-Source Treasure M Zeynoddin, H Bonakdari, SJ Gumiere, J Caron, AN Rousseau Proceedings of the 39th IAHR World Congress (Granada, 2022), 5309–5319, 2022 | 2 | 2022 |
Multi-Tempo Forecasting of Soil Temperature Data; Application over Quebec, Canada M Zeynoddin, H Bonakdari, SJ Gumiere, AN Rousseau Sustainability 15 (12), 9567, 2023 | 1 | 2023 |