Journal of Hydroinformatics

Article	Citations
Updating the neural network sediment load models using different sensitivity analysis methods: a regional application	116
Deep learning convolutional neural network in rainfall–runoff modelling	107
Riprap incipient motion for overtopping flows with machine learning models	59
Ensemble-based machine learning approach for improved leak detection in water mains	35
An ethical decision-making framework with serious gaming: a smart water case study on flooding	33
Deep learning under H2O framework: A novel approach for quantitative analysis of discharge coefficient in sluice gates	26
High-performance computing in water resources hydrodynamics	26
Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning	26
Assessment of artificial intelligence models for calculating optimum properties of lined channels	25
Water supply network pollution source identification by random forest algorithm	25
Characteristics of free and submerged hydraulic jumps over different macroroughnesses	22
Agent-based modelling of pedestrian responses during flood emergency: mobility behavioural rules and implications for flood risk analysis	22
Genetic programming for hydrological applications: to model or to forecast that is the question	20
Application of nature-inspired optimization algorithms to ANFIS model to predict wave-induced scour depth around pipelines	19
Experiments of an IoT-based wireless sensor network for flood monitoring in Colima, Mexico	17
Daily runoff forecasting based on data-augmented neural network model	16
A novel framework for prediction of dam deformation based on extreme learning machine and Lévy flight bat algorithm	16
Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation	15
Optimal hydropower operation of multi-reservoir systems: hybrid cellular automata-simulated annealing approach	15
Towards a hybrid algorithm for the robust calibration of rainfall–runoff models	15
Wavelet-based local mesh refinement for rainfall–runoff simulations	14
Water leakage detection and localization using hydraulic modeling and classification	14
Evaluating the performance of low impact development practices in urban runoff mitigation through distributed and combined implementation	14
Capturing high-resolution water demand data in commercial buildings	13
Decentralized ellipsoidal state estimation for linear model predictive control of an irrigation canal	13

Mid- to long-term runoff prediction by combining the deep belief network and partial least-squares regression	13
Optimal sensor placement for pipe burst detection in water distribution systems using cost–benefit analysis	13
Taking water efficiency to the next level: digital tools to reduce non-revenue water	12
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	12
Optimization of dam's spillway design under climate change conditions	12
Prediction of river water temperature using machine learning algorithms: a tropical river system of India	12
A nonparametric framework for water consumption data cleansing: an application to a smart water network in Naples (Italy)	11
Comparison of EEMD-ARIMA, EEMD-BP and EEMD-SVM algorithms for predicting the hourly urban water consumption	11
Ecological-environmental quality estimation using remote sensing and combined artificial intelligence techniques	11
Delineation of groundwater recharge zones in the Mitidja plain, north Algeria, using multi-criteria analysis	11
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data	11
Simulation and optimization of control system operation and surface water allocation based on system dynamics modeling	11
A 2D HLL-based weakly coupled model for transient flows on mobile beds	11
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	10
Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers	10
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	10
A robust two-dimensional model for highly sediment-laden unsteady flows of variable density over movable beds	10
A study of land subsidence problems by ALPRIFT for vulnerability indexing and risk indexing and treating subjectivity by strategy at two levels	10
Data-driven asset management in urban water pipe networks: a proposed conceptual framework	10
The applicability of ASCS_LSTM_ATT model for water level prediction in small- and medium-sized basins in China	10
Interdependence of flow and pipe characteristics in transient induced contamination intrusion: numerical analysis	9
Do direct and inverse uncertainty assessment methods present the same results?	9
A novel medium- and long-term runoff combined forecasting model based on different lag periods	9
A computationally efficient flash flood early warning system for a mountainous and transboundary river basin in Bangladesh	9
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India	9
An accurate and efficient scheme involving unsteady friction for transient pipe flow	9
Estimation of aerator air demand by an embedded multi-gene genetic programming	9
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	9
Advancing model calibration and uncertainty analysis of SWAT models using cloud computing infrastructure: LCC-SWAT	9
Waste load allocation under uncertainty using game theory approach and simulation-optimization process	9
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	9
The potential of integrated hybrid pre-post-processing techniques for short- to long-term drought forecasting	8
The potential of ensemble WT-EEMD-kernel extreme learning machine techniques for prediction suspended sediment concentration in successive points of a river	8
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	8
Application study of IFAS and LSTM models on runoff simulation and flood prediction in the Tokachi River basin	8
Introducing an economic agricultural water distribution in a hyper-arid region: a case study in Iran	8
GRNN Model for prediction of groundwater fluctuation in the state of Uttarakhand of India using GRACE data under limited bore well data	8
Leakage reduction in WDNs through optimal setting of PATs with a derivative-free optimizer	8
Investigations of hydraulic transient flows in pressurized pipeline based on 1D traditional and 3D weakly compressible models	8
ANFIS- and GEP-based model for prediction of scour depth around bridge pier in clear-water scouring and live-bed scouring conditions	8
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	8
Urban flood forecasting using a hybrid modeling approach based on a deep learning technique	7
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	7
Research on flood forecasting based on flood hydrograph generalization and random forest in Qiushui River basin, China	7
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	7
A case study on the effect of smart meter sampling intervals and gap-filling approaches on water distribution network simulations	7
Flood-inundation modeling in an operational context: sensitivity to topographic resolution and Manning's n	7
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	7
Interactive decision support methodology for near real-time response to failure events in a water distribution network	7
Adaptation of flux-based solvers to 2D two-layer shallow flows with variable density including numerical treatment of the loss of hyperbolicity and drying/wetting fronts	7

Numerical assessment of the vulnerability to impact erosion of a pump as turbine in a water supply system	7
Discontinuous Galerkin well-balanced schemes using augmented Riemann solvers with application to the shallow water equations	6
Multi-source data fusion method for structural safety assessment of water diversion structures	6
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	6
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	6
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	6
Pipeline leak detection using the multiple signal classification-like method	6
A hybrid drought index for drought assessment in Wadi Shueib catchment area in Jordan	6
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	6
Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field	6
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	6
Design of an automatic hydro-meteorological observation network for a real-time flood warning system: a case study of Vu Gia-Thu Bon river basin, Vietnam	6
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	6
Multi-objective optimization of groundwater monitoring network using a probability Pareto genetic algorithm and entropy method (case study: Silakhor plain)	6
A GPU-based 2D shallow water quality model	6
Design of irrigation canals with minimum overall cost using particle swarm optimization – case study: El-Sheikh Gaber canal, north Sinai Peninsula, Egypt	6
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	6
Embedded fuzzy-based models in hydraulic jump prediction	6
Application of multi-model ensemble averaging techniques for groundwater simulation: synthetic and real-world case studies	5
Data assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnels	5
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	5
Insights into enhanced machine learning techniques for surface water quantity and quality prediction based on data pre-processing algorithms	5
A hybrid wavelet-Lyapunov exponent model for river water quality forecast	5
Estimation of parameters in groundwater modelling by modified Clonalg	5
Uncertainty analysis of monthly river flow modeling in consecutive hydrometric stations using integrated data-driven models	5
Characterisation of low-Reynolds number flow through an orifice: CFD results vs. laboratory data	5
Smart pressure management extension for EPANET: source code enhancement with a dynamic pressure reducing valve model	5
Experimental dataset and numerical simulation of floating bodies transport in open-channel flow	5
Urban land-use land-cover extraction for catchment modelling using deep learning techniques	5
Online leakage detection system based on EWMA-enhanced Tukey method for water distribution systems	5
Feasibility of using smart meter water consumption data and in-sewer flow observations for sewer system analysis: a case study	5
Efficient approach toward the application of the Godunov method to hydraulic transients	5
Improved community detection for WDN partitioning in the dual topology based on segments and valves	5
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	5
Insights into the prediction capability of roughness coefficient in current ripple bedforms under varied hydraulic conditions	5
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	5
Suspended sediment modelling with hydrological and climate input data	5
Numerical solutions of hyperbolic systems of conservation laws combining unsteady friction and viscoelastic pipes	5
Evaluation of satellite precipitation products over Mexico using Google Earth Engine	5
Analysis of the performance of a hybrid CPU/GPU 1D2D coupled model for real flood cases	5
Modeling of contaminant concentration using the classification-based model integrated with data preprocessing algorithms	5
Uncertainty based budget allocation of wastewater infrastructures' flood resiliency considering interdependencies	5
A scenario-based coupled SWAT-MODFLOW decision support system for advanced water resource management	5
Comparison of classic object-detection techniques for automated sewer defect detection	5
Sara4r: an R graphical user interface (GUI) to estimate watershed surface runoff applying the NRCS – curve number method	4
Data pre-processing and artificial neural networks for tidal level prediction at the Pearl River Estuary	4
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	4
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	4
Developing a Web-based decision support system for reservoir flood management	4
Unsteady flow analysis using hydrological and hydraulic models for real-time flood forecasting in the Vamsadhara river basin	4
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	4
Application of MCLP and LINGO methods to optimal design of groundwater monitoring network in an oil refinery site	4
Hydrological model optimization using multi-gauge calibration (MGC) in a mountainous region	4
A decision support tool for optimising groundwater-level monitoring networks using an adaptive genetic algorithm	4
TempNet – temporal super-resolution of radar rainfall products with residual CNNs	4
Machine learning for postprocessing ensemble streamflow forecasts	4
A data-driven approach to assessing the impact of water harvesting structures on regional water storage in East Africa	4
Combined APSO-ANN and APSO-ANFIS models for prediction of pressure loss in air-water two-phase slug flow in a horizontal pipeline	4
Numerical study of energy dissipation and block barriers in stepped spillways	4
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	4
Pareto-optimal design of water distribution networks: an improved graph theory-based approach	4
A novel framework for water right conflict resolution considering actors’ power and inter-organizational relationships analysis	4
A 1D shallow-flow model for two-layer flows based on FORCE scheme with wet–dry treatment	4
Adaptive method for the solution of 1D and 2D advection–diffusion equations used in environmental engineering	4
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	4
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	4
Spatial runoff updating based on the hydrologic system differential response for flood forecasting	4
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	4
Experimental and numerical study of flood dynamics in a river-network-floodplain set-up	4
Airborne LiDAR-assisted deep learning methodology for riparian land cover classification using aerial photographs and its application for flood modelling	4
An efficient method to solve the fuzzy Crank–Nicolson scheme with application to the groundwater flow problem	3
Decentralized calibration process for distributed water resources systems using the self-adaptive multi-memory melody search algorithm	3
Soil moisture data using citizen science technology cross-validated by satellite data	3
Short-term water demand forecasting using data-centric machine learning approaches	3
Parameter estimation of soil hydraulic characteristics by inverse modeling of the analytical equation for unsaturated subsurface water flow	3
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	3
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	3
Hydrodynamic modelling and model sensitivities to bed roughness and bathymetry offset in a micro-tidal estuary	3
Comparing methods to place adaptive local RTC actuators for spill volume reduction from multiple CSOs	3
Flood risk assessment and flow modeling of the Stalos stream area	3

Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City	3
Short–long-term streamflow forecasting using a coupled wavelet transform–artificial neural network (WT–ANN) model at the Gilgit River Basin, Pakistan	3
A 2D hydrodynamic model-based method for efficient flood inundation modelling	3
River flow sequence feature extraction and prediction using an enhanced sparse autoencoder	3
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	3
Improving the integrated hydrological simulation on a data-scarce catchment with multi-objective calibration	3
Effect of ship-lock-induced surges on navigation safety in a branched lower approach channel system	3
Satellite-based investigation of water stress at the basin scale: an integrated analysis of downscaled GRACE estimates and remotely sensed data	3
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	3
A one-dimensional semi-implicit finite volume modeling of non-inertia wave through rockfill dams	3
Deterministic and probabilistic evaluation of raw and post-processing monthly precipitation forecasts: a case study of China	3
Water distribution network leak localization with histogram-based gradient boosting	3
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	3
Leak detection in virtually isolated pipe sections within a complex pipe system using a two-source-four-sensor transient testing configuration	3
Using a fish entrainment model assistant in a reservoir operation in China	3
Simulation of ecohydrological processes influencing water supplies in the Tuul River watershed of Mongolia	3
Hydrological modeling for streamflow and sediment yield simulation using the SWAT model in a forest-dominated watershed of north-eastern Himalayas of Kashmir Valley, India	3
Vision-based texture and color analysis of waterbody images using computer vision and deep learning techniques	3
A feature extraction method based on the entropy-minimal description length principle and GBDT for common surface water pollution identification	3
Fuzzy solution of nonlinear Boussinesq equation	3
A serious gaming tool: Bow River Sim for communicating integrated water resources management	3
Assessment of TRMM rainfall data for flood modelling in three contrasting catchments in Java, Indonesia	3
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	3
A neural network approach for short-term water demand forecasting based on a sparse autoencoder	3
Comparing alternative PDA solvers with EPANET	3
Instantaneous physical rainfall–runoff prediction technique using a power–law relationship between time to peak and peak flow of an instantaneous unit hydrograph and the rainfall excess intensity	3
Estimation of the longitudinal dispersion coefficient via a fusion of optimized models	3
Multicriterion decision making in groundwater planning	2
Modelling the response of paddy water balance on groundwater level fluctuations in Central Punjab	2
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	2
Investigating a new approach to enhance the discharge capacity of labyrinth weirs	2
Review of imaging-based measurement techniques for free surface flows involving sediment transport and morphological changes	2
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	2
Comprehensive application analyses of elastic models and viscoelastic models in transient flows in polymeric pipelines	2
A fully automated and generic spatial discretization procedure for cultivated landscapes with human-made landscape elements	2
Data-driven-based determination of influential parameters on local energy loss of slope-tapered culvert	2
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	2
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF	2
Optimum design and operation of a hydropower reservoir considering uncertainty of inflow	2
Temporal modelling of long-term heavy metal concentrations in aquatic ecosystems	2
Satellite gravity observation and hydrological modelling-based integrated groundwater storage change in Northwestern India	2
HydroLang Markup Language: Community-driven web components for hydrological analyses	2
Flow control in a multichamber settling basin by sluice gates driven by a CFD and an ancillary analytical model	2
Integrated machine learning and GIS-based bathtub models to assess the future flood risk in the Kapuas River Delta, Indonesia	2
Assessing the likelihood of drought impact occurrence with extreme gradient boosting: a case study on the public water supply in South Korea	2
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	2
Combined use of LS-PIV and CFD for the characterization of turbulent flow in the contact chamber of ‘COSTA AZUL’ wastewater treatment plant, Carlos Paz	2
Analysis of the performance of different culvert boundary conditions in 2D shallow flow models	2
GEP- and MLR-based equations for stable channel analysis	2
Complex network modeling of a river basin: an application to the Guadalquivir River in Southern Spain	2
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	2
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	2
A feasibility study of uninhabited aircraft systems for rapid and cost-effective plant stress monitoring at green stormwater infrastructure facilities	2
Evaluating the capability of hybrid data-driven approaches to forecast monthly streamflow using hydrometric and meteorological variables	2
A comparison of artificial intelligence approaches in predicting discharge coefficient of streamlined weirs	2
An integrated software architecture for the pollution-based real-time control of urban drainage systems	2
Demonstration of the impacts of anti-sedimentation techniques on Japanese reservoir siltation via mass data ANN analysis	2
Modeling of discharge in compound open channels with convergent and divergent floodplains using soft computing methods	2
Numerical assessment of the water-flow hazard to workers in the water disaster of underground mine	2
A coupled 1-D/2-D model for simulating river sediment transport and bed evolution	2
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	2
Highlighting the role of the model user and physical interpretation in urban flooding simulation	2
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	2
Visualisation of the combinatorial effects within evolutionary algorithms: the compass plot	2
Editorial: Utilizing hydroinformatics for efficient water systems management	2
A deep learning technique-based automatic monitoring method for experimental urban road inundation	2
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	2
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	2