Advances in Water Resources

Article	Citations
Machine learning in geo- and environmental sciences: From small to large scale	140
Prediction of droughts over Pakistan using machine learning algorithms	139
A review of SWAT applications, performance and future needs for simulation of hydro-climatic extremes	138
Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport	138
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media	124
Multiscale groundwater level forecasting: Coupling new machine learning approaches with wavelet transforms	108
Contact angle measurement for hydrogen/brine/sandstone system using captive-bubble method relevant for underground hydrogen storage	107
U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow	88
Combining statistical machine learning models with ARIMA for water level forecasting: The case of the Red river	77
Sustainability of the blue water footprint of crops	65
Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies	62
Deep reinforcement learning for the real time control of stormwater systems	62
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms	62
Verification benchmarks for single-phase flow in three-dimensional fractured porous media	59
Urban pluvial flooding prediction by machine learning approaches – a case study of Shenzhen city, China	54
Beyond marsh drowning: The many faces of marsh loss (and gain)	52
A corrected cubic law for single-phase laminar flow through rough-walled fractures	50
A comparative study for H2	49
Pore-scale dynamics for underground porous media hydrogen storage	49
Identifying groundwater contaminant sources based on a KELM surrogate model together with four heuristic optimization algorithms	48
Multivariate remotely sensed and in-situ data assimilation for enhancing community WRF-Hydro model forecasting	47
DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials	46
A genetic programming-based model for drag coefficient of emergent vegetation in open channel flows	44
A coupled bio-chemo-hydraulic model to predict porosity and permeability reduction during microbially induced calcite precipitation	41
Improved pore network models to simulate single-phase flow in porous media by coupling with lattice Boltzmann method	40

A long Short-Term memory cyclic model with mutual information for hydrology forecasting: A Case study in the xixian basin	39
SPH modelling of turbulent open channel flow over and within natural gravel beds with rough interfacial boundaries	39
Predicting water retention of biochar-amended soil from independent measurements of biochar and soil properties	37
Pore-scale imaging with measurement of relative permeability and capillary pressure on the same reservoir sandstone sample under water-wet and mixed-wet conditions	37
Discontinuous and continuous Galerkin methods for compressible single-phase and two-phase flow in fractured porous media	36
An advanced discrete fracture model for variably saturated flow in fractured porous media	36
Improving watershed-based pore-network extraction method using maximum inscribed ball pore-body positioning	36
Many-objective optimization with improved shuffled frog leaping algorithm for inter-basin water transfers	34
Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder	34
Irrigation water consumption of irrigated cropland and its dominant factor in China from 1982 to 2015	33
Microfluidics-based analysis of dynamic contact angles relevant for underground hydrogen storage	33
Deep residual U-net convolution neural networks with autoregressive strategy for fluid flow predictions in large-scale geosystems	32
A generalized interpolation material point method for modelling coupled seepage-erosion-deformation process within unsaturated soils	32
Experimental study on the displacement patterns and the phase diagram of immiscible fluid displacement in three-dimensional porous media	32
CO2 geological sequestration in multiscale heterogeneous aquifers: Effects of heterogeneity, connectivity, impurity, and hysteresis	32
Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: Comparison with linear subspace techniques	32
Insight into particle retention and clogging in porous media; a pore scale study using lattice Boltzmann method	32
A fractal model for the electrical conductivity of water-saturated porous media during mineral precipitation-dissolution processes	32
CCSNet: A deep learning modeling suite for CO2 storage	31
Extreme Precipitation in China: A Review on Statistical Methods and Applications	31
Tools for enhancing the application of self-organizing maps in water resources research and engineering	30
Experimental and numerical model studies on flash flood inundation processes over a typical urban street	30
Image-based modeling of spontaneous imbibition in porous media by a dynamic pore network model	29
Efficiency and sustainability of inter-provincial crop-related virtual water transfers in China	29
Three decades of depth-dependent groundwater response to climate variability and human regime in the transboundary Indus-Ganges-Brahmaputra-Meghna mega river basin aquifers	28
A new dataset of global irrigation areas from 2001 to 2015	27
Simulating water and heat transport with freezing and cryosuction in unsaturated soil: Comparing an empirical, semi-empirical and physically-based approach	27
The role of the spatial heterogeneity and correlation length of surface wettability on two-phase flow in a CO2-water-rock system	27
On the multiscale characterization of effective hydraulic conductivity in random heterogeneous media: A historical survey and some new perspectives	26
Experimental study of the temperature effect on two-phase flow properties in highly permeable porous media: Application to the remediation of dense non-aqueous phase liquids (DNAPLs) in polluted soil	26
Differential orographic impact on sub-hourly, hourly, and daily extreme precipitation	26
The Land-Water-Food-Environment nexus in the context of China's soybean import	25
Numerical modelling of tsunamis generated by iceberg calving validated with large-scale laboratory experiments	24
Multidimensional simulation of PFAS transport and leaching in the vadose zone: Impact of surfactant-induced flow and subsurface heterogeneities	24
Coupled model for water, vapour, heat, stress and strain fields in variably saturated freezing soils	24
Three-dimensional scour simulations with a two-phase flow model	24
Direct pore scale numerical simulation of colloid transport and retention. Part I: Fluid flow velocity, colloid size, and pore structure effects	23
Climate change effects on indicators of high and low river flow across Great Britain	22
Flow in porous media with low dimensional fractures by employing enriched Galerkin method	22
All in order: Distribution of serially correlated order statistics with applications to hydrological extremes	22
Physical versus virtual water transfers to overcome local water shortages: A comparative analysis of impacts	21
Water footprint of a tropical beef cattle production system: The impact of individual-animal and feed management	21
Can modern multi-objective evolutionary algorithms discover high-dimensional financial risk portfolio tradeoffs for snow-dominated water-energy systems?	21
Enhanced weakly-compressible MPS method for immersed granular flows	21
Revisiting flood peak distributions: A pan-Canadian investigation	21
Root lateral interactions drive water uptake patterns under water limitation	21
The potential of data driven approaches for quantifying hydrological extremes	20
Grey water footprints of U.S. thermoelectric power plants from 2010–2016	20
Experimental and numerical upscaling of foam flow in highly permeable porous media	20
Macroscopic models for filtration and heterogeneous reactions in porous media	20

Role of heterogeneous surface wettability on dynamic immiscible displacement, capillary pressure, and relative permeability in a CO2-water-rock system	20
A fast numerical method and optimization of 3D discrete fracture network considering fracture aperture heterogeneity	20
Projection-based embedded discrete fracture model (pEDFM) for flow and heat transfer in real-field geological formations with hexahedral corner-point grids	20
Laboratory investigation of free-phase stray gas migration in shallow aquifers using modified light transmission	20
Coupling surface flow and subsurface flow in complex soil structures using mimetic finite differences	19
Predicting transport characteristics of hyperuniform porous media via rigorous microstructure-property relations	19
An efficient adaptive implicit scheme with equivalent continuum approach for two-phase flow in fractured vuggy porous media	19
Flow of shear-thinning fluids through porous media	19
A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations	19
Geometry and mineral heterogeneity controls on precipitation in fractures: An X-ray micro-tomography and reactive transport modeling study	19
Numerical investigation of solitary wave attenuation and resistance induced by rigid vegetation based on a 3-D RANS model	19
Impacts of climate change on streamflow and floodplain inundation in a coastal subtropical catchment	19
Laboratory and numerical investigation of saline intrusion in fractured coastal aquifers	19
The effects of water markets: Evidence from the Rio Grande	19
Evaluation of the performance of multiple-well hydraulic barriers on enhancing groundwater extraction in a coastal aquifer	18
A PCA spatial pattern based artificial neural network downscaling model for urban flood hazard assessment	18
On the dynamics of quasi-steady gravity currents flowing up a slope	18
The low hydrologic resilience of Asian Water Tower basins to adverse climatic changes	18
Global assessment of natural resources for chicken production	18
Transport Upscaling under Flow Heterogeneity and Matrix-Diffusion in Three-Dimensional Discrete Fracture Networks	18
A novel hybrid artificial neural network - Parametric scheme for postprocessing medium-range precipitation forecasts	18
Pore-network modeling of single-phase reactive transport and dissolution pattern evaluation	17
A screening model for quantifying PFAS leaching in the vadose zone and mass discharge to groundwater	17
Effect of gravity on spontaneous imbibition of the wetting phase into gas-saturated tortuous fractured porous media: Analytical solution and diagnostic plot	17
Gravity currents interacting with a bottom triangular obstacle and implications on entrainment	17
Transient flow to a finite-radius well with wellbore storage and skin effect in a poroelastic confined aquifer	17
A workflow to address pitfalls and challenges in applying machine learning models to hydrology	17
The role of hydrology on enhanced weathering for carbon sequestration I. Modeling rock-dissolution reactions coupled to plant, soil moisture, and carbon dynamics	17
Experimental investigation on macroscopic behavior and microfluidic field of nonlinear flow in rough-walled artificial fracture models	17
The development of intermittent multiphase fluid flow pathways through a porous rock	17
ACPAR: A framework for linking national water and food security management with global conditions	16
Measurement of suspended sediment concentration in open channel flows based on hyperspectral imagery from UAVs	16
Post-pumping seawater intrusion at the field scale: Implications for coastal aquifer management	16
A hybrid of statistical and conditional generative adversarial neural network approaches for reconstruction of 3D porous media (ST-CGAN)	16
A greyscale volumetric lattice Boltzmann method for upscaling pore-scale two-phase flow	16
Analysis of hydrodynamic trapping interactions during full-cycle injection and migration of CO2 in deep saline aquifers	16
A pore-scale experimental investigation of process-dependent capillary desaturation	16
Recirculating flow-induced anomalous transport in meandering open-channel flows	16
Hydrologic investigations of radar-rainfall error propagation to rainfall-runoff model hydrographs	15
Water level and mobilisation of colloids in porous media	15
Salt precipitation during geological sequestration of supercritical CO2 in saline aquifers: A pore-scale experimental investigation	15
Addressing hydrological modeling in watersheds under land cover change with deep learning	15
Dual-scale pore network reconstruction of vugular carbonates using multi-scale imaging techniques	15
Double-scale analysis on the detectability of irrigation signals from remote sensing soil moisture over an area with complex topography in central Italy	15
Comparing global hydrological models and combining them with GRACE by dynamic model data averaging (DMDA)	14
Estimating the scale dependence of permeability at pore and core scales: Incorporating effects of porosity and finite size	14
Density-dependent solute transport in a layered hyporheic zone	14
Gas migration and residual trapping in bimodal heterogeneous media during geological storage of CO2	14
Insight into particle detachment in clogging of porous media; a pore scale study using lattice Boltzmann method	14
Potential future changes of terrestrial water storage based on climate projections by ensemble model simulations	14
Three-dimensional natural convection, entropy generation and mixing in heterogeneous porous medium	13
Influence of the spatial and temporal monitoring design on the identification of an instantaneous pollutant release in a river	13
Homogenized lattice Boltzmann model for simulating multi-phase flows in heterogeneous porous media	13
Combining ground-based and remotely sensed snow data in a linear regression model for real-time estimation of snow water equivalent	13
Asynchronous cellular automata subsurface flow simulations in two- and three-dimensional heterogeneous soils	13
Implicit and semi-implicit second-order time stepping methods for the Richards equation	13
Investigation of viscous coupling effects in three-phase flow by lattice Boltzmann direct simulation and machine learning technique	13
Stream-scale flow experiment reveals large influence of understory growth on vegetation roughness	13
Modeling reactive flow on carbonates with realistic porosity and permeability fields	13
Novel variable reconstruction and friction term discretisation schemes for hydrodynamic modelling of overland flow and surface water flooding	13
The impact of pore-throat shape evolution during dissolution on carbonate rock permeability: Pore network modeling and experiments	13
Modeling variable-density flow in saturated-unsaturated porous media: An advanced numerical model	13
Non-asymptotic Weibull tails explain the statistics of extreme daily precipitation	13
A continuum model of unstable infiltration in porous media endowed with an entropy function	13
A numerical study on the influence of curvature ratio and vegetation density on a partially vegetated U-bend channel flow	13
Relative importance of conceptual and computational errors when delineating saltwater intrusion from resistivity inverse models in heterogeneous coastal aquifers	12
Quadrature-free discontinuous Galerkin method with code generation features for shallow water equations on automatically generated block-structured meshes	12
Testing the use of single- and multi-mission satellite altimetry for the calibration of hydraulic models	12
A physics-based model to predict the impact of horizontal lamination on CO2<	12
Multiwavelet-based mesh adaptivity with Discontinuous Galerkin schemes: Exploring 2D shallow water problems	12
Efficient extraction of pore networks from massive tomograms via geometric domain decomposition	12
Deep learning technique for fast inference of large-scale riverine bathymetry	12
Large-scale pore network and continuum simulations of solute longitudinal dispersivity of a saturated sand column	12
Exploring the influence of reservoir impoundment on surrounding tree growth	12
Multi-level factorial analysis for ensemble data-driven hydrological prediction	12
Machine learning of dual porosity model closures from discrete fracture simulations	12
Homogenization approach to the upscaling of a reactive flow through particulate filters with wall integrated catalyst	12
Modeling the surface water and groundwater budgets of the US using MODFLOW-OWHM	12
Effective dispersion coefficients for the upscaling of pore-scale mixing and reaction	12
Numerical simulation of landslide generated impulse waves using a δ+-LES-SPH model	11

Comparison of pore-scale capillary pressure to macroscale capillary pressure using direct numerical simulations of drainage under dynamic and quasi-static conditions	11
A benchmark study of the multiscale and homogenization methods for fully implicit multiphase flow simulations	11
The impact of stress orientation and fracture roughness on the scale dependency of permeability in naturally fractured rocks	11
Characterization of groundwater contamination: A transformer-based deep learning model	11
Diversity-driven ANN-based ensemble framework for seasonal low-flow analysis at ungauged sites	11
A 2D finite volume simulation tool to enable the assessment of combined hydrological and morphodynamical processes in mountain catchments	11
Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMC	11
Where groundwater seeps: Evaluating modeled groundwater discharge patterns with thermal infrared surveys at the river-network scale	11
Nonparametric, data-based kernel interpolation for particle-tracking simulations and kernel density estimation	11
Fast direct flow simulation in porous media by coupling with pore network and Laplace models	11
Connectivity, permeability and flow channelization in fractured karst reservoirs: A numerical investigation based on a two-dimensional discrete fracture-cave network model	11
A physically-based modelling framework for operational forecasting of river ice breakup	11
Assessing the contribution of groundwater to catchment travel time distributions through integrating conceptual flux tracking with explicit Lagrangian particle tracking	11
Heat transport by flow through rough rock fractures: a numerical investigation	11
A new criterion for the evaluation of the velocity field for rainfall-runoff modelling using a shallow-water model	11
Theory-guided full convolutional neural network: An efficient surrogate model for inverse problems in subsurface contaminant transport	11
Deriving physical and unique bimodal soil Kosugi hydraulic parameters from inverse modelling	11
Decorrelation is not dissociation: There is no means to entirely decouple the Brutsaert-Nieber parameters in streamflow recession analysis	10
Disentangling the role of subsurface storage in the propagation of drought through the hydrological cycle	10
Regional frequency analysis of extreme precipitation based on a nonstationary population index flood method	10
Deep learning for automated characterization of pore-scale wettability	10
Wettability alteration implications on pore-scale multiphase flow in porous media using the lattice Boltzmann method	10
Numerical investigation of flow instabilities using fully unstructured discretization for variably saturated flow problems	10
Entropic model application to identify cross-sectional flow effect on velocity distribution in a large amplitude meandering channel	10
Investigating the pilot point ensemble Kalman filter for geostatistical inversion and data assimilation	10
Pore structure characterization through path-finding and Lattice Boltzmann simulation	10
GW-PINN: A deep learning algorithm for solving groundwater flow equations	10
Transport of zinc ions in the hyporheic zone: Experiments and simulations	10
Trust and incentives for transboundary groundwater cooperation	10
Relaxation-induced flow in a smooth fracture for Ellis rheology	10
Near-miscible supercritical CO	10
Deriving representative reservoir operation rules using a hidden Markov-decision tree model	10
Upscaling non-linear reactive transport in correlated velocity fields	10
The Traveling Pilot Point method. A novel approach to parameterize the inverse problem for categorical fields	10
The impact of bimodal pore size distribution and wettability on relative permeability and capillary pressure in a microporous limestone with uncertainty quantification	10
Impact of time-dependent wettability alteration on the dynamics of capillary pressure	10
Equivalent and effective conductivities of heterogeneous aquifers for steady source flow, with illustration for hydraulic tomography	10
Toward improved river boundary conditioning for simulation of extreme floods	10
A hybrid-mixed finite element method for single-phase Darcy flow in fractured porous media	10
Characterization of the micro-scale surface roughness effect on immiscible fluids and interfacial areas in porous media using the measurements of interfacial partitioning tracer tests	10
Solution of diffusivity equations with local sources/sinks and surrogate modeling using weak form Theory-guided Neural Network	10