| A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists |
75 |
| Hillslope Hydrology in Global Change Research and Earth System Modeling |
50 |
| Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network |
34 |
| Global Anthropogenic Phosphorus Loads to Freshwater and Associated Grey Water Footprints and Water Pollution Levels: A High-Resolution Global Study |
33 |
| Global and Regional Increase of Precipitation Extremes Under Global Warming |
33 |
| MERIT Hydro: A High-Resolution Global Hydrography Map Based on Latest Topography Dataset |
30 |
| The Relative Importance of Different Flood-Generating Mechanisms Across Europe |
28 |
| Sociohydrology: Scientific Challenges in Addressing the Sustainable Development Goals |
27 |
| Imaging and Measurement of Pore-Scale Interfacial Curvature to Determine Capillary Pressure Simultaneously With Relative Permeability |
26 |
| On the Causes of Declining Colorado River Streamflows |
26 |
| Downscaling SMAP Radiometer Soil Moisture Over the CONUS Using an Ensemble Learning Method |
23 |
| Spatial-Temporal Variation of Lake Surface Water Temperature and Its Driving Factors in Yunnan-Guizhou Plateau |
22 |
| A Primer for Model Selection: The Decisive Role of Model Complexity |
22 |
| Deep Convolutional Encoder-Decoder Networks for Uncertainty Quantification of Dynamic Multiphase Flow in Heterogeneous Media |
22 |
| A Ranking of Hydrological Signatures Based on Their Predictability in Space |
21 |
| Pore-Scale Determination of Gas Relative Permeability in Hydrate-Bearing Sediments Using X-Ray Computed Micro-Tomography and Lattice Boltzmann Method |
21 |
| Global Reconstruction of Naturalized River Flows at 2.94 Million Reaches |
20 |
| Coseismic Groundwater Drawdown Along Crustal Ruptures During the 2016 M-w 7.0 Kumamoto Earthquake |
19 |
| High-Resolution Water Footprints of Production of the United States |
19 |
| Satellite Remote Sensing for Water Resources Management: Potential for Supporting Sustainable Development in Data-Poor Regions |
19 |
| Revisiting the Basis of Sensitivity Analysis for Dynamical Earth System Models |
19 |
| Global GRACE Data Assimilation for Groundwater and Drought Monitoring: Advances and Challenges |
19 |
| Direct Insertion of NASA Airborne Snow Observatory-Derived Snow Depth Time series Into the iSnobal Energy Balance Snow Model |
18 |
| Constraining Conceptual Hydrological Models With Multiple Information Sources |
18 |
| Legacy, Rather Than Adequacy, Drives the Selection of Hydrological Models |
18 |
| Discharge Estimation in Ungauged Basins Through Variational Data Assimilation: The Potential of the SWOT Mission |
17 |
| The Effect of Wettability Heterogeneity on Relative Permeability of Two-Phase Flow in Porous Media: A Lattice Boltzmann Study |
17 |
| A Quantitative Hydrological Climate Classification Evaluated With Independent Streamflow Data |
17 |
| Deep Autoregressive Neural Networks for High-Dimensional Inverse Problems in Groundwater Contaminant Source Identification |
17 |
| Quantifying and Mitigating Wind-Induced Undercatch in Rainfall Measurements |
16 |
| Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multireservoir Management for Flood Protection, Hydropower Production, and Agricultural Water Supply |
16 |
| Lithologically Controlled Subsurface Critical Zone Thickness and Water Storage Capacity Determine Regional Plant Community Composition |
16 |
| Sustained Groundwater Loss in California's Central Valley Exacerbated by Intense Drought Periods |
16 |
| The State of US Urban Water: Data and the Energy-Water Nexus |
16 |
| Effects of Climate Variability on Snowmelt and Implications for Organic Matter in a High-Elevation Lake |
15 |
| Improving Precipitation Estimation Using Convolutional Neural Network |
15 |
| Quantifying Changes in Future Intensity-Duration-Frequency Curves Using Multimodel Ensemble Simulations |
15 |
| Improving Robustness of Hydrologic Ensemble Predictions Through Probabilistic Pre- and Post-Processing in Sequential Data Assimilation |
15 |
| Simulating Runoff Under Changing Climatic Conditions: A Framework for Model Improvement |
15 |
| Characterizing the Fluxes and Age Distribution of Soil Water, Plant Water and Deep Percolation in a Model Tropical Ecosystem |
15 |
| US Households' Perception of Drinking Water as Unsafe and its Consequences: Examining Alternative Choices to the Tap |
15 |
| Evapotranspiration Estimation for Tibetan Plateau Headwaters Using Conjoint Terrestrial and Atmospheric Water Balances and Multisource Remote Sensing |
15 |
| Comparison of Contemporary In Situ, Model, and Satellite Remote Sensing Soil Moisture With a Focus on Drought Monitoring |
15 |
| Exploring Controls on Rainfall-Runoff Events: 1. Time Series- Based Event Separation and Temporal Dynamics of Event Runoff Response in Germany |
14 |
| Predicting Runoff Signatures Using Regression and Hydrological Modeling Approaches |
14 |
| Improved Rainfall-Runoff Calibration for Drying Climate: Choice of Objective Function |
14 |
| Strange Floods: The Upper Tail of Flood Peaks in the United States |
14 |
| Water Flux Tracking With a Distributed Hydrological Model to Quantify Controls on the Spatiotemporal Variability of Transit Time Distributions |
14 |
| Stochastic Dynamics of Lagrangian Pore-Scale Velocities in Three-Dimensional Porous Media |
14 |
| Comparing Discharge Estimates Made via the BAM Algorithm in High-Order Arctic Rivers Derived Solely From Optical CubeSat, Landsat, and Sentinel-2 Data |
14 |
