Title: Advancing Climate Resilience: Insights from a European Survey on Regional Climate Risk Assessment
Conference: EGU General Assembly 2025
Year: 2025
DOI: 10.5194/egusphere-egu25-10512
Peer-Reviewed Publications
Hydrological Modelling vs. Machine Learning for Water Availability: Case Study from the Reno Basin (Italy)
Title: Hydrological Modelling vs. Machine Learning for Water Availability: Case Study from the Reno Basin (Italy)
Conference: EGU General Assembly 2025
Year: 2025
DOI: 10.5194/egusphere-egu25-17296
Comparative Assessment of Machine Learning Models for Groundwater Quality Prediction Using Various Parameters
Title: Comparative Assessment of Machine Learning Models for Groundwater Quality Prediction Using Various Parameters
Journal: Environmental Processes
Year: 2025
Volume number: 12
Issue:
Article number: 10
DOI: 10.1007/s40710-025-00751-9
Abstract: This study aims to assess p…
Intercomparison of machine learning methods for statistical downscaling of daily temperature under CMIP6 scenarios: a case study from Iran
Title: Intercomparison of machine learning methods for statistical downscaling of daily temperature under CMIP6 scenarios: a case study from Iran
Journal: Journal of Hydroinformatics
Year: 2024
Volume number:
Issue:
Article number: jh2024227
Ab…
A comprehensive comparison of bias correction methods in climate model simulations: application on ERA5-Land across different temporal resolutions
Title: A comprehensive comparison of bias correction methods in climate model simulations: application on ERA5-Land across different temporal resolutions
Journal: Heliyon
Year: 2024
Volume number: 10
Issue: 23
Article number: e40352
DOI: 10.1016/j.heliyon.2024.e40352
Abstract…
Risk Assessment of Urban Water and Energy Supply Using Copula Function: A Water–Energy Nexus Approach in an Arid City
Title: Risk Assessment of Urban Water and Energy Supply Using Copula Function: A Water–Energy Nexus Approach in an Arid City
Journal: Water
Year: 2024
Volume number: 16
Issue: 21
Article number: 3077
DOI: 10.3390/w16213077
Abstract: Planning for the future of water and ener…
Estimating Colebrook-White Friction Factor Using Tree-Based Machine Learning Models
Title: Estimating Colebrook-White Friction Factor Using Tree-Based Machine Learning Models
Book series: Lecture Notes in Networks and Systems (LNNS)
Proceeding: Latest Advancements in Mechanical Engineering
Conference: the 3rd International Symposium on Industrial Engineering and Automat…
Short-Term Drought Forecast across Two Different Climates Using Machine Learning Models
Title: Short-Term Drought Forecast across Two Different Climates Using Machine Learning Models
Journal: Hydrology
Year: 2024
Volume number: 11
Issue:10
Article number: 163
DOI: 10.3390/hydrology11100163
Abstract: This paper presents a comparative analysis of machine learning …
Application of Machine Learning Models for Short-term Drought Analysis Based on Streamflow Drought Index
Title: Application of Machine Learning Models for Short-term Drought Analysis Based on Streamflow Drought Index
Journal: Water Resources Management
Year: 2024
Volume number:
Issue:
DOI: 10.1007/s11269-024-03959-w
Abstract: This study investigates the drought condition based on…
Hydraulic Conductivity Estimation: Comparison of Empirical Formulas Based on New Laboratory Experiments
Title: Hydraulic Conductivity Estimation: Comparison of Empirical Formulas Based on New Laboratory Experiments
Journal: Water
Year: 2024
Volume number: 16
Issue: 13
Article number: 1854
DOI: 10.3390/w16131854
Abstract: Hydraulic conductivity (K) is one of the most important c…
Editorial: Assessment of Climate Change Impact on Water Resources Using Machine Learning Algorithms
Title: Editorial: Assessment of Climate Change Impact on Water Resources Using Machine Learning Algorithms
Journal: Journal of Water and Climate Change
Year: 2024
Volume number:
Issue:
Article number: jwc2024002
DOI: 10.2166/wcc.2024.002
Abstract: Machine learning (ML) al…
Assessing the impact of COVID-19 lockdowns on water quality in Anzali Wetland, Iran, using remote sensing data
Title: Assessing the impact of COVID-19 lockdowns on water quality in Anzali Wetland, Iran, using remote sensing data
Journal: Water Practice and Technology
Year: 2024
Volume number:
Issue:
Article number: wpt2024135
DOI: 10.2166/wpt.2024.135
Abstract: This study investig…
A comparison of Machine Learning Methods for Estimation of Snow Density Using Satellite Images
Title: A comparison of Machine Learning Methods for Estimation of Snow Density Using Satellite Images
Journal: Water and Environment Journal
Year: 2024
Volume number:
Issue:
DOI: 10.1111/wej.12939
Abstract: Low snow density causes snow to melt quickly, so there is no runoff du…
Effects of climate change on streamflow in the Dez Basin of Iran using the IHACRES model based on the CMIP6 model
Title: Effects of climate change on streamflow in the Dez Basin of Iran using the IHACRES model based on the CMIP6 model
Journal: Journal of Water and Climate Change
Year: 2024
Volume number:
Issue:
Article number: jwc2024571
DOI: 10.2166/wcc.2024.571
Abstract: Understand…
Investigating First Flush Occurrence in Agro-Urban Environments in Northern Italy
Title: Investigating First Flush Occurrence in Agro-Urban Environments in Northern Italy
Journal: Water
Year: 2024
Volume number: 16
Issue: 6
Article number: 891
DOI: 10.3390/w16060891
Abstract: The first flush (FF) phenomenon is commonly associated with a relevant load of p…
Applications of Genetic Programming in Cancer
Title: Applications of Genetic Programming in Cancer
Journal: Middle East Journal of Cancer
Year: 2024
Volume number: 15
Issue: Supplement
Abstract: Artificial intelligence (AI) and machine learning (ML) methods have gained notable recognition for their innovative problem-solving a…
Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)
Title: Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)
Journal: Environmental Modelling & Software
Year: 2024
Volume number: 174
Article number: 105971
DOI: 10.1016/j.envsoft.2024.105971
Abstract: Applications of Mach…
Application of multi-gene genetic programming to the prognosis prediction of COVID-19 using routine hematological variables
Title: Application of multi-gene genetic programming to the prognosis prediction of COVID-19 using routine hematological variables
Journal: Scientific Reports
Year: 2024
Volume number: 14
Article number: 2043
DOI: 10.1038/s41598-024-52529-y
Abstract: Identifying patients who may…
Assessment of machine learning models for short‑term streamfow estimation: the case of Dez River in Iran
Title: Assessment of machine learning models for short‑term streamfow estimation: the case of Dez River in Iran
Journal: Sustainable Water Resources Management
Year: 2024
Volume number: 10
Article number: 33
DOI: 10.1007/s40899-023-01021-y
Abstract: Accurate streamflow predict…
Bias correction of ERA5-Land temperature data using standalone and ensemble machine learning models: a case of northern Italy
Title: Bias correction of ERA5-Land temperature data using standalone and ensemble machine learning models: a case of northern Italy
Journal: Journal of Water and Climate Change
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.2166/wcc.2023.669
Abstract: Using the global cli…
Investigating Uncertainty of Future Predictions of Temperature and Precipitation in The Kerman Plain under Climate Change Impacts
Title: Investigating Uncertainty of Future Predictions of Temperature and Precipitation in The Kerman Plain under Climate Change Impacts
Journal: Hydrology
Year: 2023
Volume number: 11
Issue: 1
Pages: 1 - 14
DOI: 10.3390/hydrology11010002
Abstract: Climate change affects hyd…
New data-driven equation for estimating total sediment loads in rivers: application of the MHBMO algorithm
Title: New data-driven equation for estimating total sediment loads in rivers: application of the MHBMO algorithm
Journal: Acta Geophysica
Year: 2023
Volume number: 72
Issue: 4
Pages: 2795-2814
DOI: 10.1007/s11600-023-01196-0
Abstract: Knowing the amount of sediment transport…
Drought analysis using innovative trend analysis and machine learning models for Eastern Black Sea Basin
Title: Drought analysis using innovative trend analysis and machine learning models for Eastern Black Sea Basin
Journal: Theoretical and Applied Climatology
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.1007/s00704-023-04710-y
Abstract: This study aims to assess the Easte…
A Machine Learning-Based Framework for Water Quality Index Estimation in the Southern Bug River
Title: A Machine Learning-Based Framework for Water Quality Index Estimation in the Southern Bug River
Journal: Water
Year: 2023
Volume number: 15
Issue: 20
Article number: 3543
Pages: 1 - 18
DOI: 10.3390/w15203543
Abstract: River water quality is of utmost importance beca…
Evaluation of winter snow properties effects on spring soil moisture using satellite images in the Northwest of Iran
Title: Evaluation of winter snow properties effects on spring soil moisture using satellite images in the Northwest of Iran
Journal: Acta Geophysica
Year: 2023
Volume number: 72
Issue: 4
Pages: 2729-2741
DOI: 10.1007/s11600-023-01177-3
Abstract: Soil moisture plays a key role i…
Assessment of XGBoost to Estimate Total Sediment Loads in Rivers
Title: Assessment of XGBoost to Estimate Total Sediment Loads in Rivers
Journal: Water Resources Management
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.1007/s11269-023-03606-w
Abstract: Estimation of total sediment loads is a significant topic in river management as dir…
Assessment of data-driven models for estimating total sediment discharge
Title: Assessment of data-driven models for estimating total sediment discharge
Journal: Earth Science Informatics
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.1007/s12145-023-01069-6
Abstract: Estimating total sediment discharge is challenging. This study aims to assess…
Application of Machine Learning Models to Bridge Afflux Estimation
Title: Application of Machine Learning Models to Bridge Afflux Estimation
Journal: Water (Switzerland)
Year: 2023
Volume number: 15
Issue: 12
Article number: 2187
Pages: 1-19
DOI: 10.3390/w15122187
Abstract: Bridges are essential structures that connect riverbanks and facilit…
Water Quality Index Estimations Using Machine Learning Algorithms: A Case Study of Yazd-Ardakan Plain, Iran
Title: Water Quality Index Estimations Using Machine Learning Algorithms: A Case Study of Yazd-Ardakan Plain, Iran
Journal: Water (Switzerland)
Year: 2023
Volume number: 15
Issue: 10
Article number: 1876
Pages: 1-26
DOI: 10.3390/w15101876
Abstract: Excessive population growth…
Evaluation of Snowmelt Impacts on Flood Flows Based on Remote Sensing Using SRM Model
Title: Evaluation of Snowmelt Impacts on Flood Flows Based on Remote Sensing Using SRM Model
Journal: Water (Switzerland)
Year: 2023
Volume number: 15
Issue: 9
Article number: 1650
Pages: 1-16
DOI: 10.3390/w15091650
Abstract: Snowmelt is an important source of stream flows in…
Developing ensemble models for estimating sediment loads for different times scales
Title: Developing ensemble models for estimating sediment loads for different times scales
Journal: Environment, Development and Sustainability
Year: 2023
Volume number: 26
Issue: 6
Pages: 15557-15575
DOI: 10.1007/s10668-023-03263-4
Abstract: Sediment ratings supply an importan…
Evaluation of Satellite-Based and Reanalysis Precipitation Datasets with Gauge-Observed Data over Haraz-Gharehsoo Basin, Iran
Title: Evaluation of Satellite-Based and Reanalysis Precipitation Datasets with Gauge-Observed Data over Haraz-Gharehsoo Basin, Iran
Journal: Sustainability
Year: 2022
Volume number: 14
Issue: 20
Article number: 13051
Pages: 1-16
DOI: 10.3390/su142013051
Abstract: Evaluating …
Multigene genetic programming and its various applications
Title: Multigene genetic programming and its various applications
Book: Handbook of Hydroinformatics
Volume i: Classic Soft-Computing Techniques
Year: 2023
Chapter: 19
Pages: 321-332
Publisher: Elsevier
DOI: 10.1016/B978-0-12-821285-1.00019-1
Abstract: This chapter reviews a …
Machine learning-based downscaling: application of multi-gene genetic programming for downscaling daily temperature at Dogonbadan, Iran, under CMIP6 scenarios
Title: Machine learning-based downscaling: application of multi-gene genetic programming for downscaling daily temperature at Dogonbadan, Iran, under CMIP6 scenarios
Journal: Theoretical and Applied Climatology
Year: 2023
Volume number: 151
Issue: 1
Pages: 153–168
DOI: 10.1007/s0…
Innovative triangular trend analysis of monthly precipitation at Shiraz Station, Iran
Title: Innovative triangular trend analysis of monthly precipitation at Shiraz Station, Iran
Book: Water Resource Modeling and Computational Technologies
Series: Current Directions in Water Scarcity Research (Volume 7)
Year: 2022
Chapter: 33
Pages: 589-598
Publisher: Elsevier
DO…
Application of machine learning models to side-weir discharge coefficient estimations in trapezoidal and rectangular open channels
Title: Application of machine learning models to side-weir discharge coefficient estimations in trapezoidal and rectangular open channels
Book: Water Resource Modeling and Computational Technologies
Series: Current Directions in Water Scarcity Research (Volume 7)
Year: 2022
Chapter: 26
…Appraisal of multigene genetic programming for estimating optimal properties of lined open channels with circular shapes incorporating constant and variable roughness scenarios
Title: Appraisal of multigene genetic programming for estimating optimal properties of lined open channels with circular shapes incorporating constant and variable roughness scenarios
Book: Water Resource Modeling and Computational Technologies
Series: Current Directions in Water Scarcity Rese…
Evaluation of Satellite-Based and Reanalysis Precipitation Datasets with Gauge-Observed Data over Haraz-Gharehsoo Basin, Iran
Title: Evaluation of Satellite-Based and Reanalysis Precipitation Datasets with Gauge-Observed Data over Haraz-Gharehsoo Basin, Iran
Journal: Sustainability
Year: 2022
Volume number: 14
Issue: 20
Article number: 13051
Pages: 1-16
DOI: 10.3390/su142013051
Abstract: Evaluating…
Urban WEF Nexus: An Approach for the Use of Internal Resources under Climate Change
Title: Urban WEF Nexus: An Approach for the Use of Internal Resources under Climate Change
Journal: Hydrology
Year: 2022
Volume number: 9
Issue: 10
Article number: 176
Pages: 1-16
Abstract: This study strives to utilize WEF resources for the sustainable developm…
Application of MGGP, ANN, MHBMO, GRG and Linear Regression for Developing Daily Sediment Rating Curves
Title: Application of MGGP, ANN, MHBMO, GRG and Linear Regression for Developing Daily Sediment Rating Curves
Journal: Mathematical Problems in Engineering
Year: 2021
Volume number: 2021
Article ID: 8574063
Pages: 1-13
DOI: 10.1155/2021/8574063
Abstract: A data-driven relationsh…
Applications of innovative polygonal trend analyses to precipitation series of Eastern Black Sea Basin, Turkey
Title: Applications of innovative polygonal trend analyses to precipitation series of Eastern Black Sea Basin, Turkey
Journal: Theoretical and Applied Climatology
Year: 2022
Volume number: 147
Issue: 1
Pages: 651–667
DOI: 10.1007/s00704-021-03837-0
Abstract: Examining historic…
Discussion of “Reverse Flood Routing in Rivers Using Linear and Nonlinear Muskingum Models” by Badfar et al.
Title: Discussion of “Reverse Flood Routing in Rivers Using Linear and Nonlinear Muskingum Models” by Badfar et al.
Journal: Journal of Hydrologic Engineering
Year: 2022
Volume number: 27
Issue: 6
Pages: 07022001
DOI: 10.1061/(ASCE)HE.1943-5584.0002175
Abstract: The discusse…
Analytical and Numerical Solutions to Level Pool Routing Equations for Simplified Shapes of Inflow Hydrographs
Title: Analytical and Numerical Solutions to Level Pool Routing Equations for Simplified Shapes of Inflow Hydrographs
Journal: Iranian Journal of Science and Technology, Transactions of Civil Engineering
Year: 2022
Volume number: 46
Issue: August
Pages: 3147–3161
DOI: 10.1007/s40…
Parameter estimation of a new four-parameter Muskingum flood routing model
Title: Parameter estimation of a new four-parameter Muskingum flood routing model
Book: Computers in Earth and Environmental Sciences
Running book title: Artificial Intelligence and Advanced Technologies in Hazards and Risk Management
Year: 2022
Chapter: 24
Pages: 337-349
Publisher…
Optimum Design of Straight Circular Channels Incorporating Constant and Variable Roughness Scenarios: Assessment of Machine Learning Models
Title: Optimum Design of Straight Circular Channels Incorporating Constant and Variable Roughness Scenarios: Assessment of Machine Learning Models
Journal: Mathematical Problems in Engineering
Year: 2021
Volume number: 2021
Article ID: 9984934
Pages: 1-21
DOI: 10.1155/2021/9984934
…A Comparative Analysis of Data-Driven Empirical and Artificial Intelligence Models for Estimating Infiltration Rates
Title: A Comparative Analysis of Data-Driven Empirical and Artificial Intelligence Models for Estimating Infiltration Rates
Journal: Complexity
Year: 2021
Volume number: 2021
Article ID: 9945218
Pages: 1-13
DOI: 10.1155/2021/9945218
Abstract: Infiltration is a vital phenomenon i…
Water Resource Modeling and Computational Technologies
Book Title: Water Resource Modeling and Computational Technologies
Publisher: ELSEVIER
Series: Current Directions in Water Scarcity Book Series
1st Edition - October 1, 2022
Desc…
Assessment of Artificial Intelligence Models for Estimating Lengths of Gradually-Varied Flow Profiles
Title: Assessment of Artificial Intelligence Models for Estimating Lengths of Gradually-Varied Flow Profiles
Journal: Complexity
Year: 2021
Volume number: 2021
Article ID: 5547889
Pages: 1-11
DOI: 10.1155/2021/5547889
Abstract: The study of water surface profiles is beneficial t…
Application of third-order schemes to improve the convergence of the Hardy Cross method in pipe network analysis
Title: Application of third-order schemes to improve the convergence of the Hardy Cross method in pipe network analysis
Journal: Advances in Mathematical Physics
Year: 2021
Volume number: 2021
Article ID: 6692067
Pages: 1-12
DOI: 10.1155/2021/6692067
Abstract: In this study, twe…
Assessment of Artificial Intelligence Models for Developing Single-value and Loop Rating Curves
Title: Assessment of Artificial Intelligence Models for Developing Single-value and Loop Rating Curves
Journal: Complexity
Year: 2021
Volume number: 2021
Article ID: 6627011
Pages: 1-21
DOI: 10.1155/2021/6627011
Abstract: Estimation of discharge flowing through rivers is an impo…