Hydrology and Climate Change Article Summaries

Water Resources Management

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Total articles tracked from this journal: 106

2026
Zhu et al. (2026) A hybrid VMD–BiLSTM–XGBoost approach for multi-scale drought forecasting in urbanizing monsoon transition zones
2026
Yaqoob et al. (2026) Variable Rate Irrigation Through Digital Agriculture for Sustainable Water Management: A Meta Review on Current Challenges and Future Directions
2026
Nasseri et al. (2026) Exploring Accuracy and Uncertainty in Watershed-Scale Estimation of Actual Evapotranspiration: Comparing Conceptual Budyko Framework and Machine Learning Methods
2026
Guo et al. (2026) Quantitative Research on the Interaction Relationship between Water and Land Resources Based on the Binary Water Cycle
2026
Zhao et al. (2026) Exploration on Coupling Machine Learning with Hydrological Model to Enhance Runoff Simulation
2026
Moradi et al. (2026) Evaluating Design Peak Flow Estimation Methods
2026
Dey et al. (2026) Catchment’s Resilience to Flood Generation Mechanism: The Role of Soil Moisture
2026
Kumar et al. (2026) A Framework for Selection of a Hydrological Model-SAWT: A Review
2026
Deger (2026) Exploring Monthly, Seasonal and Annual Spatio-Temporal Variability of Temperature and Precipitation Series by Classical and Innovative Techniques
2026
Demirbaş et al. (2026) Modelling the Impact of Climate Change on the Reservoir Filling Rates of Dams Used for Drinking Water Supply Through Artificial Neural Networks
2026
Guo et al. (2026) Simulation and Rapid Prediction of Water Quantity and Quality Processes Based on Numerical Models and Deep Learning
2026
Man et al. (2026) Multi-Target Water Demand Forecasting with Graph Neural Networks: A Comparative Study
2026
Wang et al. (2026) Advancing Physical Realism in Hydrological Modelling: Selection and Integration — A Review and Synthesis
2026
Zhang et al. (2026) A high-order Model-free Dynamic Framework for Accurate Daily Streamflow Prediction
2026
Riche et al. (2026) Predicting LULC Changes and Assessing their Impact on Surface Runoff with Machine Learning and Remote Sensing Data
2026
Ma et al. (2026) Divergence or Convergence? A Comparison of InVEST and SWAT in Simulating Water Conservation Patterns and Drivers
2026
Neri et al. (2026) On the Choice of Optimal Reservoir Operating Rules in a Changing Climate for the Sustainable Management of Drinking Water Sources
2026
Yang et al. (2026) A Global Assessment of Climate Change and Anthropogenic Effects on Changes in Streamflow
2026
Pan et al. (2026) A Study on Rapid Dynamic Flood Forecasting in Small Watersheds Using a GNN-Transformer Approach Integrated with Spatial Physical Information
2026
Azghandi et al. (2026) Machine Learning–Based Characterization of Groundwater Recharge in Semi-Arid Drylands
2026
Özel et al. (2026) Multi-dimensional Assessment of the Water-Food Nexus in a Semi-Arid Watershed
2026
Yue et al. (2026) Improving Daily Precipitation Estimates through Machine Learning-Based Downscaling, Precipitation Event Classification, and Categorical Merging
2026
Xu et al. (2026) Rapid Prediction of Compound Flood Based on Hydrological-Hydrodynamic Model and Convolution Neural Network
2026
Jing et al. (2026) Spatiotemporal Variability of Runoff Coefficients and Rainfall–Runoff Responses in a Mountainous Basin Using Integrated Hydrological Analogy and SCS–CN Models
2026
Debnath et al. (2026) Impacts of Climate Change and Demographic Growth on Future Water Supply and Demand Gap in a River Basin
2026
Sumith et al. (2026) Comparative Analysis of Deep Learning and Machine Learning Models for Evapotranspiration Prediction in Semi-Arid Regions: Statistical Model Evaluation with a Paired t-Test and Bootstrap Resampling
2026
Qi et al. (2026) Waterlogging Simulation Model Based on Bidirectional Coupling Between Runoff Production and Confluence in Plain Areas
2026
Yang et al. (2026) Enhancing Multi-Step Ahead Daily Runoff Prediction via HydMoE Model with Local-Global Hybrid Attention
2026
Dai et al. (2026) Analysis of Seasonal Propagation Dynamics and the Potential Driving Factors from Meteorological to Soil Moisture Drought
2026
Gorsevski (2026) Predicted Streamflow Sensitivity to Climate Change Using TOPMODEL with CLIGEN Weather Generator in a Data-Sparse Medium-Sized Mediterranean Watershed
2026
Kim et al. (2026) Comparative Simulation of Hillslope Runoff Using Two Infiltration Equations
2026
Akkimi et al. (2026) FlDepth: A New Method for Estimating Fluvial and Pluvial Flood Depths from Near Real-Time Satellite-Derived Inundation Map and Topography
2026
Suresh et al. (2026) Physics-Guided Deep Learning with Bayesian Optimization for Enhanced River Streamflow Prediction
2026
Höckh et al. (2026) Screening the Future Security of Groundwater-based Water Supply on the Scale of a Regional Water Supplier
2026
Shahariar et al. (2026) Enhanced Streamflow Prediction Using a Hybrid CNN-LSTM Model: Integrating Climate-Driven Spatio-Temporal Features in a Deep Learning Framework
2026
Shakib et al. (2026) FloodWatch: An Automatic Machine Learning Tool for Flood Forecasting and Segmentation using Weather Data and Images
2026
Jia et al. (2026) Enhancing Streamflow Prediction Using Cutting-edge Deep Learning Models and Seasonal-Trend Decomposition
2026
Choudhary et al. (2026) Simulating Streamflow Scenarios Using Hydrological Modeling Integrated with Future Land Use and CMIP6 Climate Projections
2026
Alkanjo et al. (2026) Machine Learning as a Tool to Predict Reference Evapotranspiration
2026
Arnáez et al. (2026) Hydrological Challenges and Competing Demands in the Mediterranean Region
2026
Hoseingholi et al. (2026) Optimal Hedging Rules Determination for Dam Reservoir Operation Under Climate Change
2026
Wit et al. (2026) Subsurface Irrigation in Regional Water Management: a System Dynamics Approach to Support Decision Making
2026
Deepthi et al. (2026) Chaos Theory-Based Downscaling for Future Rainfall Projections from Climate Models
2026
Sayl et al. (2026) Sustainable Water Management for Agriculture to Mitigate Climate Change Effects
2026
Rezaie et al. (2026) Evaluating the Impact of Climate and Land-Use Change on Flood Susceptibility on a Global Scale
2026
Fadaee et al. (2026) Explainable Artificial Intelligence in Hydrology: A Review
2026
Kumar et al. (2026) Developing a Comprehensive and Spatially Explicit GIS–Fuzzy TOPSIS Framework for Drought Vulnerability Assessment
2026
A.V. et al. (2026) A Novel Approach for the SCS-CN Method by Updating Curve Numbers for the Antecedent Soil Moisture Conditions (ASMCs) and Improving its Performance
2026
Palagiri et al. (2026) A Percentile-Based Dynamic Threshold Run Theory (pDTRT) for Characterizing Agricultural Drought Using ESACCI Soil Moisture
2026
Mo et al. (2026) Multi-objective Joint Optimization Operation of Cascade Reservoirs Considering River Hydrological Health Assessment
2026
Chu et al. (2026) Streamflow Forecasting Using a Hybrid Modelling Coupled with Different Components
2026
Cruz et al. (2026) Hydrological and Hydraulic Analysis of Hydropower Plants Reservoirs Under the Influence of Climate Change with a Sequential Machine Learning Model
2026
Di et al. (2026) Quantifying Predictability and Information Transfer in Rainfall-Runoff Process
2026
Zhang et al. (2026) Coupling SWAT and Interpretable Deep Learning to Improve Streamflow Simulation in Arid Regions
2026
Wagan et al. (2026) Interpreting Irrigation Decisions: Explainable AI Using SHAP and LIME in Agricultural Water Management Models
2026
Zhang et al. (2026) Asymmetric Feature Reconstruction and Improved Transformer for Multi-step River Streamflow Prediction
2026
Kalura et al. (2026) Enhancing Hydrologic Model Performance in a Data-Scarce Basin Using Satellite-Based Soil Moisture Data
2026
Chen et al. (2026) Optimal Short-Time Rainfall Time Series for Adapting Rainwater Harvesting System to Climate Change in Urban Runoff Management
2026
Li et al. (2026) Quantitative Estimation of the Effects of Parameter Classification and Optimization Methods on Flood Simulations
2026
Feizi et al. (2026) Streamflow Forecasting Based on PatchTST, LSTM, and Ensemble Learning Approaches
2026
Abraham et al. (2026) Meteorological to Hydrological Drought Propagation: the Role of Catchment Properties in Contrasting Climatic Regions
2026
Sharma et al. (2026) Improving Daily Streamflow Predictions over Large Watersheds: Introducing a Novel Enhanced Long Short-Term Memory (En-LSTM) Model
2026
Sabeti et al. (2026) Modelling Nature-Based Solutions in HEC-RAS
2026
Xiang et al. (2026) Estimation of the Hydrological Regime Variability Risk of a Regulated River
2026
Chen et al. (2026) SSPP: a Novel Flood Probabilistic Forecasting Model Based on Synergistic Seq2Seq Framework and Peak-Enhanced Loss Function
2026
Kumar et al. (2026) PRRRGN: A Deep Learning Framework for Bias-corrected Satellite Precipitation Estimation in Complex Terrains
2026
Aziz et al. (2026) Deep Learning Based In-Silico Water Level Prediction and IoT Based Monitoring System
2026
Ebrahimi (2026) A Novel Evidential Uncertainty Framework for Hybrid Models in Rainfall Simulation
2026
Rasheed et al. (2026) Assessing Spatiotemporal Variability in Soil Moisture under a Changing Climate Using Hydrological Models in Hilly Landscapes
2026
Sun et al. (2026) Traceable Risk Evolution Forecasting for Irrigation Districts Driven by Enhanced Spatiotemporal Attention (ESTAM)
2026
Wang et al. (2026) A Hybrid Multi-Strategy Monthly Runoff Forecasting Model Based on Parallel CNN-GRU Architecture, SSA Optimization, and Error Correction Mechanisms
2026
Wu et al. (2026) C-Vine Copulas Function and Conditional Quantile Regression Coupling Model for Agricultural Drought Prediction Analysis
2026
Terzi et al. (2026) Probabilistic Risk Assessment of Meteorological and Hydrological Droughts with Copula Functions: A Multivariate Framework
2026
Yang et al. (2026) Improved Comprehensive Flood Risk Index Method and Multi-Scenario Flood Simulation for Downstream Area of the Reservoir
2026
Nouri et al. (2026) Global Attribution of Anthropogenic Climate Change to Terrestrial Long-Term Droughts
2026
Yang et al. (2026) Development of a Two-Stage LSTM for Multi-Step Runoff Forecasting Using a XAJ Model and EEMD
2026
Khan et al. (2026) Integrating Standardized Climate Indicators Using Triple and Scaled Triple Collocation to Develop an Agricultural Productivity Stress Index
2026
Chen et al. (2026) Rapid Urban Flood Simulation and Prediction Using Integrated Hydrodynamic Modeling and Deep Learning Approaches
2026
Sadeghi et al. (2026) Watershed Health Dividend of Floodwater Spreading: Quantifying Benefits Through Counterfactual Scenarios
2026
Hidalgo et al. (2026) Pareto-Based Multi-Objective Calibration of a Hydrological Model Integrating Streamflow and Snow Cover Area
2026
Roy et al. (2026) Assessment of Remote Sensing Precipitation Products for Hydrological Analysis in an Ungauged Watershed
2026
Zhao et al. (2026) Enhancing Flood Prediction in Mountainous Watersheds across Diverse Climates Using Spatiotemporal Variable Source-Mixed Runoff Model
2025
Jia et al. (2025) A Novel Algorithm for Optimizing Structure of In-Situ Supplementary Irrigation Device for Afforestation in Dryland
2025
Li et al. (2025) A Comparative Study of Urban Pluvial Flood Susceptibility Assessment Based on Multi-Machine Learning Algorithm
2025
Salau et al. (2025) A Novel Index for Integrative Drought Assessment in Agricultural Reservoirs
2025
Baishya et al. (2025) An Easy-to-Apply Machine Learning Framework for Hydrologic Evaluation of Ungauged Catchments
2025
Eriskin et al. (2025) A Horizon-Adaptive Benchmarking Framework for Long-Term Reservoir Storage Forecasting Using Physics-Informed Transformers and Machine Learning
2025
Akinsoji et al. (2025) Ensemble Machine Learning-Based Feature Selection for Flood Susceptibility Mapping Under Climate and Land Use Change Scenarios
2025
Xu et al. (2025) Quantifying the Impact of Rainfall Spatial Heterogeneity and Patterns on Urban Flooding by Integrating Machine Learning Algorithm and Hydrodynamic–Hydrological Modeling
2025
Sahu et al. (2025) Optimizing Irrigation Scheduling with a Hybrid Transformer-GRU Model and Reinforcement Learning in Smart Agriculture
2025
Xiao-ya et al. (2025) Quantifying Individual Contribution of Human Activities on Long-Term Streamflow Change in a Large Climate-Sensitive River Basin
2025
Kareem et al. (2025) Improving River Flood Mapping with Adaptive Sampling and Artificial Intelligence Techniques for Enhanced Flood Risk Assessment
2025
Sahu et al. (2025) Deep Learning and Remote Sensing for Crop Yield Prediction and Decision Support
2025
Reddy et al. (2025) Exploring the Impact of Optimization Techniques on Streamflow Prediction Using XGBoost: A Comparative Analysis with Satellite and Reanalysis Precipitation Datasets
2025
Subrahmanian et al. (2025) A Novel Approach To Integrate Low Impact Development (LID) Modules into the SWAT Model To Facilitate Sustainable Urban Drainage Planning at River Basin Scales
2025
Geng et al. (2025) Analyzing Pluvial Flooding Influenced by Urban Road Network Metrics Based on Hydrodynamic Simulation and SHAP Values
2025
Nie et al. (2025) Identifying Hydrological Analogous Year from Magnitude and Temporal Patterns
2025
Vojtek et al. (2025) Fluvial Flood Inundation Modeling: a Comparative Assessment of 1D and 2D Hydraulic Approach Using MIKE+
2025
Yegin et al. (2025) Model Selection Challenges in Non-Stationary Precipitation Estimation: The Role of AIC, BIC, and Covariate Choice
2025
Han et al. (2025) Fusion of Multi-Source Evapotranspiration Products Via the Bayesian Three-Cornered Hat Method and its Application in Runoff Simulation for Semi-Arid Basins
2025
Liu et al. (2025) A long-term Areal Flooding Risk Calculation Method Based on the Historical Rainfall Records
2025
Xu et al. (2025) Quantifying the Urbanization and Vegetation Greening Effect on Spatiotemporal Continuous Drought Risk Via Nonstationary C-Vine Copula Model
2025
Mirabbasi et al. (2025) Investigating the Dependence Structure of Temperature and Precipitation Concentration with Evapotranspiration in Finland
2025
Han et al. (2025) Baseflow Separation for Improving Dam Inflow Prediction Using Data-Driven Models: A Case Study of Four Dams in South Korea
2025
Günaçtı et al. (2025) Assessment of a Survivability Index for Drought Management in River Basins
2019
Quintana‐Seguí et al. (2019) The Utility of Land-Surface Model Simulations to Provide Drought Information in a Water Management Context Using Global and Local Forcing Datasets
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