Journal Paper

1. "Development of Integrated Meta-heuristic and Analytical Support Vector Models in Predicting Evaporation from Dam Reservoir (Case Study: Dez Dam)"
   Reza Farzad : First author, Ahmad Sharafati : second author, Farshad Ahmadi : Third author, Seyed Abbas Hosseini : Fourth author
   soil and water conservation, pp.57-75, 2024
2. "Evaluation of the performance of machine learning methods for estimating the maximum scour depth around the bandallike spur-dike"
   يوسف صادقي ده چناري : First author, Mehdi Daryaiee : second author, Farshad Ahmadi : Third author, Seyed mahmood kashefipour : Fourth author
   مجله تحقیقات آب و خاک ایران (مجله علوم کشاورزی ایران), pp.945-961, 2024
3. "Evaluation of Time Series Analysis Based on Wavelet Function on River Flow Simulation"
   Vahed Eslamitabar : First author, Ahmad Sharafati : second author, Farshad Ahmadi : Third author, Vahid Rezaverdinejad : Fourth author
   soil and water conservation, pp.90-102, 2024
4. "Evaluation of Quantitative and Qualitative Groundwater Monitoring Network of Dez Plain Using Entropy Theory"
   ليلا مرادي پور : First author, ahmad fathi : second author, Farshad Ahmadi : Third author
   Journal of water and irrigation management, pp.945-964, 2024
5. "Development of Integrated Machine Learning Models Based on Complete Ensemble Empirical Mode Decomposition Method for Estimating Dam Inflow (case study: Dez Dam)"
   نويد موسي زاده : First author, Ali Mohammad Akhoond-Ali : second author, Farshad Ahmadi : Third author
   Iranian Journal of Irrigation and Drainage, pp.685-701, 2023
6. "Application of K-star Algorithm for Groundwater Level Forecasting (Case study: Aspas plain)"
   Navid Rahnama : First author, heidar zarei : second author, Farshad Ahmadi : Third author
   Iranian Journal of Irrigation and Drainage, pp.305-320, 2023
7. "Joint Analysis of Meteorological Drought Characteristics Based on SPI and CRU Senario"
   Morteza Samadian : First author, Esmaeil Asadi : second author, Mohammad Ali Ghorbani : Third author, Farshad Ahmadi : Fourth author
   Journal of water and irrigation management, pp.190-207, 2023
8. "The Application of Two-Dimensional Copulas in Simulation of Flood Discharge Outlet"
   Mohammad Nazeri Tahroudi : First author, Farshad Ahmadi : second author, rasoul mirabbasi : Third author
   New Researches in Sustainable Water Engineering, pp.1-13, 2023
9. "Prediction of TDS and EC Values of River Using Machine Learning Methods"
   محمدهادي جبارمطوري : First author, ahmad fathi : second author, Farshad Ahmadi : Third author
   Iranian Journal of Irrigation and Drainage, pp.1136-1156, 2023
10. "Prediction of Monthly Streamflow Using Shannon Entropy and Wavelet Theory Approaches (Case study: Maroon River)"
    محمدامين نكوئيان : First author, fereidon radmanesh : second author, Farshad Ahmadi : Third author
    Journal of water and irrigation management, pp.15-31, 2022
11. "Analysis of the Effect of Statistical Period Length on Occurrence Probability of Drought Using the Copula Functions Approach (Case Study: Arak Synoptic Station)"
    Kimiya Naderi : First author, Mahnoosh Moghaddasi : First author, Ashkan Shokri : Third author, Farshad Ahmadi : Fourth author
    Iranian Journal of Soil and Water Research, pp.2427-2440, 2022
12. "Evaluation of the Efficiency of Data Preprocessing Methods on Improving the Performance of Gene Expression Programming Model (Case Study: Ab Zal River)"
    Farshad Ahmadi : First author
    Water and Soil, pp.153-165, 2021
13. "Development of Wavelet-Kstar Algorithm Hybrid Model for the Monthly Precipitation Prediction (Case Study: Synoptic Station of Ahvaz)"
    Farshad Ahmadi : First author, Mohammad Amin Maddah : second author
    Iranian Journal of Soil and Water Research, pp.409-420, 2021
14. "Hydrogeological Drought Management Based on HDMI Multivariate Index"
    Mohammad Nazeri Tahroudi : First author, Yousef Ramazani : second author, Farshad Ahmadi : Third author
    Environment and Water Engineering, pp.273-284, 2020
15. "Application of copula functions in modeling annual temperature and precipitation in Khuzestan province"
    Farshad Ahmadi : First author
    Iranian Water Research Journal, pp.145-156, 2020
16. "Prediction of Monthly River Flow Using Hybridization of Linear Time Series Models and Bayesian network (Case Study: Bakhtiari River)"
    Farshad Ahmadi : First author, Mir Mahmood Valinia : second author
    Journal of water and irrigation management, pp.233-245, 2020
17. "Evaluation of Support Vector Machine and Adaptive Neuro-Fuzzy Inference System Performance in Prediction of Monthly River Flow (Case Study: Nazlu chai and Sezar Rivers)"
    Farshad Ahmadi : First author
    Iranian Journal of Soil and Water Research, pp.673-683, 2020
18. "Reservoir evaporation prediction with integrated development of deep neural network models and meta-heuristic algorithms (Case study: Dez Dam)"
    Reza Farzad : First author, Ahmad Sharafati : second author, Farshad Ahmadi : Third author, Seyed Abbas Hosseini : Fourth author
    earth science informatics, pp.1-23, 2025
19. "Development of deep learning approaches for drought forecasting: a comparative study in a cold and semi-arid region"
    Amin Gharehbaghi : First author, Redvan Ghasemlounia : second author, Babak Vaheddoost : Third author, Farshad Ahmadi : Fourth author
    earth science informatics, pp.2-18, 2025
20. "River flow simulation based on empirical mode function signals and random forest algorithm"
    Reza Farzad : First author, Farshad Ahmadi : second author, Ahmad Sharafati : Third author, Vahid Rezaverdinejad : Fourth author
    acta geophysica, pp.1-17, 2024
21. "Shallow vs. Deep Learning Models for Groundwater Level Prediction: A Multi-Piezometer Data Integration Approach"
    Ali Yeganeh : First author, Farshad Ahmadi : second author, Yong Jie Wong : Third author, Alireza Shadman : Fourth author, Reza Barati : Author5, Reza Saeedi : Author 6
    Water, Air and Soil Pollution, pp.235-441, 2024
22. "Prediction of precipitation using wavelet-based hybrid models considering the periodicity"
    Farshad Ahmadi : First author, rasoul mirabbasi : second author, Rohitashw Kumar : Third author, Sarita Gajbhiye : Fourth author
    Neural Computing and Applications, pp.1-20, 2024
23. "Developing a Novel Hybrid Model Based on Deep Neural Networks and Discrete Wavelet Transform Algorithm for Prediction of Daily Air Temperature"
    Redvan Ghasemlounia : First author, Amin Gharehbaghi : second author, Farshad Ahmadi : Third author, Mohammad Albaji : Fourth author
    Air Quality Atmosphere and Health, pp.1-31, 2024
24. "Machine learning approaches coupled with variational mode decomposition: a novel method for forecasting monthly reservoir inflows"
    Farshad Ahmadi : First author, Redvan Ghasemlounia : second author, Amin Gharehbaghi : Third author
    earth science informatics, pp.745-760, 2024
25. "Joint analysis of drought affected by climate change in Zarinehrood watershed, Iran, using copula functions"
    Morteza Samadian : First author, Esmaeil Asadi : second author, Mohammad Ali Ghorbani : Third author, Farshad Ahmadi : Fourth author
    acta geophysica, pp.1-15, 2024
26. "Spatiotemporal Investigation of Maroon dam effects on water quality by multivariate statistical Analysis"
    Parvaneh Tishehzan : First author, ساناز ابراهيمي ورزنه : second author, شكور طافي : Third author, Farshad Ahmadi : Fourth author
    مجله علوم و مهندسی آبیاری (علمی کشاورزی), pp.97-116, 2024
27. "Investigating Precipitation Changes and Meteorological Drought Characteristics with Climate Change Scenarios (Case Study: Sari-Qamish Sub-basin of Zarinehrood)"
    Morteza Samadian : First author, Esmaeil Asadi : second author, Mohammad Ali Ghorbani : Third author, Farshad Ahmadi : Fourth author
    Water Harvesting Research, pp.38-54, 2023
28. "Investigating hybrid deep learning models and meta-heuristic algorithms in predicting evaporation from a reservoir: a case study of Dez dam"
    Reza Farzad : First author, Farshad Ahmadi : second author, Ahmad Sharafati : Third author, Seyed Abbas Hosseini : Fourth author
    earth science informatics, 2023
29. "Investigation of the Trend of Groundwater Quality Changes in Dezful Aquifer"
    عليرضا عامريون : First author, ahmad fathi : second author, Farshad Ahmadi : Third author
    Water Harvesting Research, pp.201-216, 2023
30. "Implementation of a Machine-Learning-Based Approach for Forecasting Watershed Stream Flow (Case Study: Chehel Chai Watershed, Iran)"
    Hamed Sahranavard : First author, Mahdi Naseri : second author, Abolfazl Akbarpour : Third author, Farshad Ahmadi : Fourth author
    Water Harvesting Research, pp.213-225, 2023
31. "Performance comparison of IHACRES, random forest and copula‑based models in rainfall‑runof simulation"
    Mohammad Nazeri Tahroudi : First author, Farshad Ahmadi : second author, rasoul mirabbasi : Third author
    Applied Water Science, pp.1-14, 2023
32. "Streamflow prediction using a hybrid methodology based on variational mode decomposition (VMD) and machine learning approaches"
    Farshad Ahmadi : First author, Mansour Tohidi : second author, Meysam Sadrianzade : Third author
    Applied Water Science, pp.1-18, 2023
33. "Bivariate simulation of river flow using hybrid intelligent models in sub-basins of Lake Urmia, Iran"
    Vahed Eslamitabar : First author, Farshad Ahmadi : second author, Ahmad Sharafati : Third author, Vahid Rezaverdinejad : Fourth author
    acta geophysica, pp.1-20, 2022
34. "Development of wavelet-based hybrid models to enhance daily soil temperature modeling: application of entropy and τ-Kendall preprocessing techniques"
    Saeid Mehdizadeh : First author, Farshad Ahmadi : second author, Ali Kozekalani Sales : Third author
    Stochastic Environmental Research and Risk Assessment, pp.1-20, 2022
35. "Groundwater level prediction with meteorologically sensitive Gated Recurrent Unit (GRU) neural networks"
    Amin Gharehbaghi : First author, Redvan Ghasemlounia : second author, Farshad Ahmadi : Third author, Mohammad Albaji : Fourth author
    JOURNAL OF HYDROLOGY, pp.1-12, 2022
36. "Spatiotemporal analysis of precipitation and temperature concentration using PCI and TCI: a case study of Khuzestan Province, Iran"
    Farshad Ahmadi : First author, Mohammad Nazeri Tahroudi : second author, rasoul mirabbasi : Third author, Rohitashw Kumar : Fourth author
    Theoretical and Applied Climatology, pp.1-18, 2022
37. "Investigating the variation pattern and erosivity power of precipitation in the Sindh river basin of India during last 120 years"
    Farshad Ahmadi : First author, Rasoul Mirabbasi : second author, Sarita Gajbhiye : Third author, Sarita Gajbhiye : Fourth author, Rohitashw Kumar : Fourth author
    Stochastic Environmental Research and Risk Assessment, pp.1-15, 2022
38. "Probabilistic Assessment of Monthly River Discharge using Copula and OSVR Approaches"
    Mohammad Nazeri Tahroudi : First author, rasoul mirabbasi : second author, Yousef Ramezani : Third author, Farshad Ahmadi : Fourth author
    Water Resources Management, pp.2027-2043, 2022
39. "Improving the performance of random forest for estimating monthly reservoir inflow via complete ensemble empirical mode decomposition and wavelet analysis"
    Farshad Ahmadi : First author, Saeid Mehdizadeh : second author, Vahid Nourani : Third author
    Stochastic Environmental Research and Risk Assessment, pp.1-16, 2022
40. "Prediction of longitudinal and transverse profiles of pressure flushing cones using artificial intelligence and data pre-processing"
    Mehdi Daryaiee : First author, Farshad Ahmadi : second author, peyman peykani : Third author, Mohammad reza Zayeri : Fourth author
    WATER SUPPLY, pp.1533-1545, 2022
41. "Establishing Coupled Models for Estimating Daily Dew Point Temperature Using Nature-Inspired Optimization Algorithms"
    Saeid Mehdizadeh : First author, Babak Mohammadi : second author, Farshad Ahmadi : Third author
    Hydrology, pp.1-17, 2022
42. "Developing a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network"
    Redvan Ghasemlounia : First author, Amin Gharehbaghi : second author, Farshad Ahmadi : Third author, Hamid Saadatnejadgharahassanlou : Fourth author
    Computers and Electronics in Agriculture, pp.201-212, 2021
43. "Forecastability of a heavy precipitation event at different lead‑times using WRF model: the case study in Karkheh River basin"
    Mohammad Amin Maddah : First author, Ali Mohammad Akhoond-Ali : second author, Farshad Ahmadi : Third author, Parvin Ghafarian : Fourth author, Igor Nikolayevich Rusin : Author5
    acta geophysica, pp.1979-1995, 2021
44. "Development of Bio-Inspired- and Wavelet-Based Hybrid Models for Reconnaissance Drought Index Modeling"
    Farshad Ahmadi : First author, Saeid Mehdizadeh : second author, Babak Mohammadi : Third author
    Water Resources Management, pp.4127-4147, 2021
45. "Application of an artificial intelligence technique enhanced with intelligent water drops for monthly reference evapotranspiration estimation"
    Farshad Ahmadi : First author, Saeid Mehdizadeh : second author, Babak Mohammadi : Third author, Quoc Bao Pham : Fourth author, Thi Ngoc Canh DOAN : Author5, Ngoc Duong Vo : Author 6
    Agricultural Water Management, pp.1-16, 2020
46. "Comparison of parametric and non-parametric methods for trend identification in groundwater levels in Sirjan plain aquifer, Iran"
    Rasoul Mirabbasi : First author, Farshad Ahmadi : second author, Deepak Jhajharia : Third author
    Hydrology Research, pp.1455-1477, 2020
47. "Developing hybrid time series and artificial intelligence models for estimating air temperatures"
    Babak Mohammadi : First author, Saeid Mehdizadeh : second author, Farshad Ahmadi : Third author, Nguyen Thi Thuy Linh : Fourth author, Nguyen Thi Thuy Linh : Author5, Quoc Bao Pham : Author 6
    Stochastic Environmental Research and Risk Assessment, pp.1-16, 2020
48. "Modelling daily soil temperature at different depths via the classical and hybrid models"
    Saeid Mehdizadeh : First author, Farshad Ahmadi : second author, Ali Kozekalani Sales : Third author
    meteorological applications, pp.1-15, 2020
49. "Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling"
    Babak Mohammadi : First author, Farshad Ahmadi : second author, Saeid Mehdizadeh : Third author, Yiqing Guan : Fourth author, Quoc Bao Pham : Author5, Nguyen Thi Thuy Linh : Author 6, Doan Quang Tri : Author 7
    Water Resources Management, pp.1-23, 2020
50. "Drought modeling using classic time series and hybrid wavelet-gene expression programming models"
    Saeid Mehdizadeh : First author, Farshad Ahmadi : second author, ََAli Danandeh Mehr : Third author, Mir Jafar Sadegh Safari : Fourth author
    JOURNAL OF HYDROLOGY, pp.125-140, 2020
51. "Analyzing the droughts in Iran and its eastern neighboring countries using copula functions"
    Yousef Ramazani : First author, Mohammad Nazeri Tahroudi : second author, Farshad Ahmadi : Third author
    IDOJARAS, pp.435-453, 2020
52. "Investigating the trend and time of precipitation and river flow rate changes in Lake Urmia basin, Iran"
    Yousef Ramezani : First author, Mohammad Nazeri Tahroudi : First author, Farshad Ahmadi : Third author
    Arabian Journal of Geosciences, pp.219-222, 2019

Conference Paper

1. "Temporal analysis of meteorological drought in the Karkheh River Basin using the SPI index."
   محمدمهدي صاحبي : First author, Farshad Ahmadi : second author, Amin Khoramian : Third author
   The 6th National Conference on Environmental Engineering and Management, 2024
2. "ندارد"
   الا قنواتي : First author, heidar zarei : second author, fereidon radmanesh : Third author, Farshad Ahmadi : Fourth author
   1st National Conference on Environmental Science and Engineering in Future Development, 2024
3. "Investigation of rain erosion power using modified Fournier index in Khuzestan province"
   Farshad Ahmadi : First author, Mohammad Amin Maddah : second author
   10th international Conference on Rainwater Catchment Systems, 2021
4. "Quantitative characteristics of heavy rainfall threshold in Khuzestan province"
   Mohammad Amin Maddah : First author, Farshad Ahmadi : second author
   10th international Conference on Rainwater Catchment Systems, 2021
5. "Frequency Analysis of Annual Maximum Discharge using 2D Copulas"
   Farshad Ahmadi : First author, Mohammad Nazeri Tahroudi : second author, Mehdi Rahimi : Third author
   8th National Conference on Water Resources Management of Iran, 2021
6. "Sustainable water resources management with approach of rainwater harvesting from rooftop catchments"
   Mohammad Amin Maddah : First author, Farshad Ahmadi : second author
   9th national conference on Rainwater Catchment Systems, 2020
7. "Application of Linear Time Series Models for Forecasting Regional Precipitation (Case study: West Azarbaijan province’s basins)"
   Farshad Ahmadi : First author, Mohammad Amin Maddah : second author, Mohammad Nazeri Tahroudi : Third author
   9th national conference on Rainwater Catchment Systems, 2020
8. "Investigation of discharge trends in the western basins of Lake Urmia using modified Mann-Kendall test"
   Mitra Saadati : First author, Keivan Khalili : second author, Farshad Ahmadi : Third author
   3th Iranian National Conference on Hydrology, 2019
9. "Simulation and Downscaling the Daily Precipitation in Baranduz Chai River Basin (Case Study: Dizaj Rain gauge Station)"
   Farshad Ahmadi : First author, rasoul mirabbasi : second author
   3th Iranian National Conference on Hydrology, 2019
10. "Frequency Analysis of Low Flows in Koohrang Basin"
    Farshad Ahmadi : First author, rasoul mirabbasi : second author
    2nd National Conference on Natural Resources and Sustainable Development in Zagros, 2019