Title: Machine learning applications for imputing missing hydroclimatic data: the case of Tormes catchment in Spain
Journal: Digital Water
Year: 2026
Volume number: 4
Issue: 1
DOI: 10.1080/28375807.2026.2725904
Abstract: Incomplete hydroclimatic records remain a recurrent limitatio…
Title: Evaluating Climate Model Bias and Uncertainty for Regional Climate Change Risk Assessment
Conference: EMS Annual Meeting 2026
Location: Utrecht, Netherlands
Date: 6–11 September 2026
Abastract number: EMS2026-689
DOI: 10.5194/ems2026-689
Title: Spatio-Temporal Vulnerability Assessment of Coastal Aquifers Using DRASTIC and GALDIT Models with Different Weighting Methods: A Case Study from Iran
Journal: Hydrology
Year: 2026
Volume number: 13
Issue: 6
Article number: 141
DOI: 10.3390/hydrology13060141
Abstract: Coas…
Title: Linking hydroclimatic hazards and catchment vulnerability to river ecological status under a data-sparse condition using hybrid graph neural networks
Conference: EGU General Assembly 2026
Location: Vienna, Austria
Date: 3–8 May 2026
Abastract number: EGU26-6405
DOI: 10.5194/egu…
Title: Climate Risk Assessment and Adaptation Options Assessment: Application of CLIMAAX toolbox for Genoa
Conference: EGU General Assembly 2026
Location: Vienna, Austria
Date: 3–8 May 2026
Abastract number: EGU26-19793
DOI: 10.5194/egusphere-egu26-19793
Title: Enhancing estimation of water quality index using stacking machine learning techniques: The case of Southern Bug River
Journal: Science of The Total Environment
Year: 2025
Volume number: 1003
Article number: 180744
DOI: 10.1016/j.scitotenv.2025.180744
Abstract: Accurate esti…
Title: Estimating Pipe Friction Factors Using Machine Learning Approaches
Journal: Iranian Journal of Science and Technology, Transactions of Civil Engineering
Year: 2025
Volume number:
Issue:
DOI: 10.1007/s40996-025-02008-9
Abstract: Estimation of pipe friction factor is essentia…
Title: Hydrological modelling using machine and deep learning models across multiple case studies
Conference: 2025 Annual Meeting of the European Meteorological Society
Year: 2025
DOI: 10.5194/ems2025-562, 2025
Title: Enhancing Prediction of Equilibrium Scour Depth Around Bridge Piers Using Staking Machine Learning Models
Journal: Earth Systems and Environment
Year: 2025
Volume number: 9
Pages: 1669–1689
DOI: 10.1007/s41748-025-00722-y
Abstract: Scouring is a natural phenomenon in water b…
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
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
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 perfo…
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
Abstrac…
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: C…
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 energy su…
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 Automation…
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 (ML…
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 str…
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 char…
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) algorit…
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 investigates …
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 during…
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: Understanding t…
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 pollu…
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 appr…
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 Machine Le…
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 de…
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 prediction i…
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 climate…
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 hydrocl…
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 transported …
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 Eastern …
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 becaus…
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 in…
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 direct…
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 pe…
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…
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…
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…
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 important…
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 …
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 …
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/s007…
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…
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
…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…
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 …
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…
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…
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 historical…
