OOIR: Observatory of International Research

Papers

(The H4-Index of Water Resources Research is 46. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
What Role Does Hydrological Science Play in the Age of Machine Learning?	249
Combined Modeling of US Fluvial, Pluvial, and Coastal Flood Hazard Under Current and Future Climates	171
Calibration‐Free Complementary Relationship Estimates Terrestrial Evapotranspiration Globally	109
The Abuse of Popular Performance Metrics in Hydrologic Modeling	106
Hydrodynamics, Sediment Transport and Morphological Features at the Confluence Between the Yangtze River and the Poyang Lake	100
Satellite‐Based Monitoring of Irrigation Water Use: Assessing Measurement Errors and Their Implications for Agricultural Water Management Policy	99
Global Groundwater Modeling and Monitoring: Opportunities and Challenges	89
Variable 21st Century Climate Change Response for Rivers in High Mountain Asia at Seasonal to Decadal Time Scales	88
Deep Learning for Daily Precipitation and Temperature Downscaling	86
Does the Hook Structure Constrain Future Flood Intensification Under Anthropogenic Climate Warming?	85
Comparison of Groundwater Storage Changes From GRACE Satellites With Monitoring and Modeling of Major U.S. Aquifers	83
Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments	83
Extreme Climate Anomalies Enhancing Cyanobacterial Blooms in Eutrophic Lake Taihu, China	82
Water Use in Global Livestock Production—Opportunities and Constraints for Increasing Water Productivity	80
Time to Update the Split‐Sample Approach in Hydrological Model Calibration	80
Investigating the Propagation From Meteorological to Hydrological Drought by Introducing the Nonlinear Dependence With Directed Information Transfer Index	79
Transferring Hydrologic Data Across Continents – Leveraging Data‐Rich Regions to Improve Hydrologic Prediction in Data‐Sparse Regions	75
Generating Ensemble Streamflow Forecasts: A Review of Methods and Approaches Over the Past 40 Years	74
Unmanned Aerial Vehicles in Hydrology and Water Management: Applications, Challenges, and Perspectives	65
Estimation of Global Irrigation Water Use by the Integration of Multiple Satellite Observations	65
Differentiable, Learnable, Regionalized Process‐Based Models With Multiphysical Outputs can Approach State‐Of‐The‐Art Hydrologic Prediction Accuracy	64
The Surface Water and Ocean Topography (SWOT) Mission River Database (SWORD): A Global River Network for Satellite Data Products	64
A State‐of‐the‐Art Review of Optimal Reservoir Control for Managing Conflicting Demands in a Changing World	63
Reviewing the Impact of Land Use and Land‐Use Change on Moisture Recycling and Precipitation Patterns	62
Evaluating the Potential and Challenges of an Uncertainty Quantification Method for Long Short‐Term Memory Models for Soil Moisture Predictions	60

G‐RUN ENSEMBLE: A Multi‐Forcing Observation‐Based Global Runoff Reanalysis	59
How Do Climate and Catchment Attributes Influence Flood Generating Processes? A Large‐Sample Study for 671 Catchments Across the Contiguous USA	59
Soil Moisture Responses to Rainfall: Implications for Runoff Generation	59
Leak Detection in a Real Transmission Main Through Transient Tests: Deeds and Misdeeds	59
Modeling Water Quality in Watersheds: From Here to the Next Generation	58
Reconstruction of GRACE Total Water Storage Through Automated Machine Learning	58
Physics‐Informed Neural Network Method for Forward and Backward Advection‐Dispersion Equations	57
Data‐Worth Analysis for Heterogeneous Subsurface Structure Identification With a Stochastic Deep Learning Framework	55
Streams as Mirrors: Reading Subsurface Water Chemistry From Stream Chemistry	54
A Review of GNSS/GPS in Hydrogeodesy: Hydrologic Loading Applications and Their Implications for Water Resource Research	52
Machine Learning‐Based Surrogate Modeling for Urban Water Networks: Review and Future Research Directions	52
Fill‐and‐Spill: A Process Description of Runoff Generation at the Scale of the Beholder	52
Robust Meteorological Drought Prediction Using Antecedent SST Fluctuations and Machine Learning	50
Wildfire Induces Changes in Receiving Waters: A Review With Considerations for Water Quality Management	50
Human Intervention Will Stabilize Groundwater Storage Across the North China Plain	49
Characterization of Groundwater Recharge and Flow in California's San Joaquin Valley From InSAR‐Observed Surface Deformation	48
Timescale and Effectiveness of Residual Saltwater Desalinization Behind Subsurface Dams in an Unconfined Aquifer	48
Agricultural Drought Prediction Based on Conditional Distributions of Vine Copulas	47
Archetypes and Controls of Riverine Nutrient Export Across German Catchments	47
Oak Transpiration Drawn From the Weathered Bedrock Vadose Zone in the Summer Dry Season	46
Vertical Saltwater Intrusion in Coastal Aquifers Driven by Episodic Flooding: A Review	46
Groundwater Withdrawal Prediction Using Integrated Multitemporal Remote Sensing Data Sets and Machine Learning	46
Comparison of Flexible and Rigid Vegetation Induced Shear Layers in Partly Vegetated Channels	46