Journal of Hydroinformatics

Article	Citations
Ensemble-based machine learning approach for improved leak detection in water mains	44
An ethical decision-making framework with serious gaming: a smart water case study on flooding	34
Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning	33
Characteristics of free and submerged hydraulic jumps over different macroroughnesses	29
Genetic programming for hydrological applications: to model or to forecast that is the question	25
Experiments of an IoT-based wireless sensor network for flood monitoring in Colima, Mexico	24
Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation	23
A comparison of artificial intelligence approaches in predicting discharge coefficient of streamlined weirs	20
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data	19
Comparison of EEMD-ARIMA, EEMD-BP and EEMD-SVM algorithms for predicting the hourly urban water consumption	19
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	18
A novel framework for prediction of dam deformation based on extreme learning machine and Lévy flight bat algorithm	18
Modeling of discharge in compound open channels with convergent and divergent floodplains using soft computing methods	17
ANFIS- and GEP-based model for prediction of scour depth around bridge pier in clear-water scouring and live-bed scouring conditions	16
Water leakage detection and localization using hydraulic modeling and classification	16
Prediction of river water temperature using machine learning algorithms: a tropical river system of India	15
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	14
Data-driven asset management in urban water pipe networks: a proposed conceptual framework	14
Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers	14
Ecological-environmental quality estimation using remote sensing and combined artificial intelligence techniques	13
Short-term water demand forecasting using data-centric machine learning approaches	13
Urban flood forecasting using a hybrid modeling approach based on a deep learning technique	13
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	13
Capturing high-resolution water demand data in commercial buildings	13
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	13

Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	13
Simulation and optimization of control system operation and surface water allocation based on system dynamics modeling	12
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	12
Improved monthly runoff time series prediction using the CABES-LSTM mixture model based on CEEMDAN-VMD decomposition	12
Application study of IFAS and LSTM models on runoff simulation and flood prediction in the Tokachi River basin	12
Taking water efficiency to the next level: digital tools to reduce non-revenue water	12
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India	12
An accurate and efficient scheme involving unsteady friction for transient pipe flow	12
The applicability of ASCS_LSTM_ATT model for water level prediction in small- and medium-sized basins in China	11
Advancing model calibration and uncertainty analysis of SWAT models using cloud computing infrastructure: LCC-SWAT	11
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	11
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	10
A novel medium- and long-term runoff combined forecasting model based on different lag periods	10
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	10
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	10
GRNN Model for prediction of groundwater fluctuation in the state of Uttarakhand of India using GRACE data under limited bore well data	10
A computationally efficient flash flood early warning system for a mountainous and transboundary river basin in Bangladesh	10
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	9
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	9
Quality monitoring of inland water bodies using Google Earth Engine	9
The potential of integrated hybrid pre-post-processing techniques for short- to long-term drought forecasting	9
Short–long-term streamflow forecasting using a coupled wavelet transform–artificial neural network (WT–ANN) model at the Gilgit River Basin, Pakistan	9
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	9
Insights into the prediction capability of roughness coefficient in current ripple bedforms under varied hydraulic conditions	9
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	9
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	9
Multi-source data fusion method for structural safety assessment of water diversion structures	9
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	9
Improved community detection for WDN partitioning in the dual topology based on segments and valves	9
Machine learning for postprocessing ensemble streamflow forecasts	9
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	9
Estimation of aerator air demand by an embedded multi-gene genetic programming	9
Evaluation of satellite precipitation products over Mexico using Google Earth Engine	9
Investigations of hydraulic transient flows in pressurized pipeline based on 1D traditional and 3D weakly compressible models	9
Uncertainty analysis of monthly river flow modeling in consecutive hydrometric stations using integrated data-driven models	9
Data pre-processing and artificial neural networks for tidal level prediction at the Pearl River Estuary	9
A hybrid wavelet-Lyapunov exponent model for river water quality forecast	8
Insights into enhanced machine learning techniques for surface water quantity and quality prediction based on data pre-processing algorithms	8
Interactive decision support methodology for near real-time response to failure events in a water distribution network	8
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	8
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	8
Introducing an economic agricultural water distribution in a hyper-arid region: a case study in Iran	8
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	8
An interpretable machine learning model for predicting cavity water depth and cavity length based on XGBoost–SHAP	8
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	8
The potential of ensemble WT-EEMD-kernel extreme learning machine techniques for prediction suspended sediment concentration in successive points of a river	8
Pareto-optimal design of water distribution networks: an improved graph theory-based approach	8
Airborne LiDAR-assisted deep learning methodology for riparian land cover classification using aerial photographs and its application for flood modelling	8
Multi-objective optimization of groundwater monitoring network using a probability Pareto genetic algorithm and entropy method (case study: Silakhor plain)	7
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	7

Embedded fuzzy-based models in hydraulic jump prediction	7
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	7
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	7
Comparison of classic object-detection techniques for automated sewer defect detection	7
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	7
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	7
Comparing methods to place adaptive local RTC actuators for spill volume reduction from multiple CSOs	7
A case study on the effect of smart meter sampling intervals and gap-filling approaches on water distribution network simulations	7
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	6
TempNet – temporal super-resolution of radar rainfall products with residual CNNs	6
Smart pressure management extension for EPANET: source code enhancement with a dynamic pressure reducing valve model	6
Data assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnels	6
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	6
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems	6
Estimation of parameters in groundwater modelling by modified Clonalg	6
Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field	6
A scenario-based coupled SWAT-MODFLOW decision support system for advanced water resource management	6
A data-driven approach to assessing the impact of water harvesting structures on regional water storage in East Africa	6
Suspended sediment modelling with hydrological and climate input data	6
Urban land-use land-cover extraction for catchment modelling using deep learning techniques	6
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	6
Investigating a new approach to enhance the discharge capacity of labyrinth weirs	6
Characterisation of low-Reynolds number flow through an orifice: CFD results vs. laboratory data	6
Effect of ship-lock-induced surges on navigation safety in a branched lower approach channel system	6
Online leakage detection system based on EWMA-enhanced Tukey method for water distribution systems	6
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	6
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	6
Evaluation of parametric postprocessing of ensemble precipitation forecasts of the NCMRWF for the Vishwamitri River Basin	5
Combined APSO-ANN and APSO-ANFIS models for prediction of pressure loss in air-water two-phase slug flow in a horizontal pipeline	5
Feasibility of using smart meter water consumption data and in-sewer flow observations for sewer system analysis: a case study	5
Modeling of contaminant concentration using the classification-based model integrated with data preprocessing algorithms	5
A novel framework for water right conflict resolution considering actors’ power and inter-organizational relationships analysis	5
A feature extraction method based on the entropy-minimal description length principle and GBDT for common surface water pollution identification	5
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	5
Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City	5
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	5
A one-dimensional semi-implicit finite volume modeling of non-inertia wave through rockfill dams	5
A digital water strategy based on the digital water service concept to support asset management in a real system	5
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	5
Fuzzy solution of nonlinear Boussinesq equation	5
Assessment of TRMM rainfall data for flood modelling in three contrasting catchments in Java, Indonesia	5
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	5
A neural network approach for short-term water demand forecasting based on a sparse autoencoder	5
Water distribution network leak localization with histogram-based gradient boosting	5
Sara4r: an R graphical user interface (GUI) to estimate watershed surface runoff applying the NRCS – curve number method	5
Distributed Muskingum model with a Whale Optimization Algorithm for river flood routing	5
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	5
Assessing the performances and transferability of graph neural network metamodels for water distribution systems	4
A feasibility study of uninhabited aircraft systems for rapid and cost-effective plant stress monitoring at green stormwater infrastructure facilities	4
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	4
Hydrodynamic modelling and model sensitivities to bed roughness and bathymetry offset in a micro-tidal estuary	4
Unsteady flow analysis using hydrological and hydraulic models for real-time flood forecasting in the Vamsadhara river basin	4
Deterministic and probabilistic evaluation of raw and post-processing monthly precipitation forecasts: a case study of China	4
Comparing alternative PDA solvers with EPANET	4
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	4
Adaptive method for the solution of 1D and 2D advection–diffusion equations used in environmental engineering	4
Analysis of discharge characteristics of a symmetrical stepped labyrinth side weir based on global sensitivity	4
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	4
Discharge modeling and characteristic analysis of semi-circular side weir based on the soft computing method	4
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	4
An efficient method to solve the fuzzy Crank–Nicolson scheme with application to the groundwater flow problem	4
Satellite gravity observation and hydrological modelling-based integrated groundwater storage change in Northwestern India	4
Application of MCLP and LINGO methods to optimal design of groundwater monitoring network in an oil refinery site	4
Automated mapping of the mean particle diameter characteristics from UAV-imagery using the CNN-based GRAINet model	4
Simulation of ecohydrological processes influencing water supplies in the Tuul River watershed of Mongolia	4
A decision support tool for optimising groundwater-level monitoring networks using an adaptive genetic algorithm	4
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	4
A deep learning technique-based automatic monitoring method for experimental urban road inundation	4
Numerical study of energy dissipation and block barriers in stepped spillways	4
Numerical solutions of hyperbolic systems of conservation laws combining unsteady friction and viscoelastic pipes	4
Fluid transient analysis by the method of characteristics using an object-oriented simulation tool	4
An integrated software architecture for the pollution-based real-time control of urban drainage systems	4
Hydrological model optimization using multi-gauge calibration (MGC) in a mountainous region	4
Improving the integrated hydrological simulation on a data-scarce catchment with multi-objective calibration	4
Integrated machine learning and GIS-based bathtub models to assess the future flood risk in the Kapuas River Delta, Indonesia	3
Vision-based texture and color analysis of waterbody images using computer vision and deep learning techniques	3
Satellite-based investigation of water stress at the basin scale: an integrated analysis of downscaled GRACE estimates and remotely sensed data	3
Highlighting the role of the model user and physical interpretation in urban flooding simulation	3
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	3
A 2D hydrodynamic model-based method for efficient flood inundation modelling	3

Multi-objective optimisation of sewer maintenance scheduling	3
Temporal modelling of long-term heavy metal concentrations in aquatic ecosystems	3
HydroLang Markup Language: Community-driven web components for hydrological analyses	3
Control theory-based data assimilation for open channel hydraulic models: tuning PID controllers using multi-objective optimization	3
Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model	3
Decentralized calibration process for distributed water resources systems using the self-adaptive multi-memory melody search algorithm	3
Assessing the likelihood of drought impact occurrence with extreme gradient boosting: a case study on the public water supply in South Korea	3
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	3
Predicting hydraulic jump characteristics in a gradually expanding stilling basin with roughness elements by Sugeno Fuzzy Logic	3
Comprehensive application analyses of elastic models and viscoelastic models in transient flows in polymeric pipelines	3
An improved butterfly optimization algorithm and its application in cascade hydropower generation operation	3
A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression	3
Demonstration of the impacts of anti-sedimentation techniques on Japanese reservoir siltation via mass data ANN analysis	3
Control theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers	3
Unit-scale- and catchment-scale-based sensitivity analysis of bioretention cell for urban stormwater system management	3
Soil moisture data using citizen science technology cross-validated by satellite data	3
Modeling probabilistic-based reliability assessment of gridded rainfall thresholds for shallow landslide occurrence due to the uncertainty of rainfall in time and space	3
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	3
Optimal rehabilitation planning for aged water distribution mains considering cascading failures of interdependent infrastructure systems	3
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	3
Using a fish entrainment model assistant in a reservoir operation in China	3
Evaluating the capability of hybrid data-driven approaches to forecast monthly streamflow using hydrometric and meteorological variables	3
Flood risk assessment and flow modeling of the Stalos stream area	3
Estimation of the longitudinal dispersion coefficient via a fusion of optimized models	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
Numerical assessment of the water-flow hazard to workers in the water disaster of underground mine	3
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	2
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	2
A fully automated and generic spatial discretization procedure for cultivated landscapes with human-made landscape elements	2
A Hadoop cloud-based surrogate modelling framework for approximating complex hydrological models	2
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF	2
Hydrovars: an R tool to collect hydrological variables	2
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	2
A methodology for integrating time-lagged rainfall and river flow data into machine learning models to improve prediction of quality parameters of raw water supplying a treatment plant	2
A stepwise surrogate model for parameter calibration of the Variable Infiltration Capacity model: the case of the upper Brahmaputra, Tibet Plateau	2
Improved wind-driven optimization algorithm for the optimization of hydropower generation from a reservoir	2
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods	2
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	2
Water distribution network expansion: an evaluation from the perspective of complex networks and hydraulic criteria	2
Client-side web-based model coupling using basic model interface for hydrology and water resources	2
Adoption of Machine Learning Technique in Nile River Islands Classification	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
Visualisation of the combinatorial effects within evolutionary algorithms: the compass plot	2
Prediction of scour hole characteristics caused by water jets using metaheuristic artificial bee colony-optimized neural network and pre-processing techniques	2
Multicriterion decision making in groundwater planning	2
Flow control in a multichamber settling basin by sluice gates driven by a CFD and an ancillary analytical model	2
Temporal and spatial satellite data augmentation for deep learning-based rainfall nowcasting	2
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers	2
Development of an agent-based model to improve emergency planning for floods and dam failures	2
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	2
An enhanced method for automated end-use classification of household water data	2
A WaveNet-based convolutional neural network for river water level prediction	2
Improving incomplete mixing modeling for junctions of water distribution networks	2
Data-driven-based determination of influential parameters on local energy loss of slope-tapered culvert	2
Bayesian geoadditive water pipe failure forecasting model by optimizingthe updating period	2
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	2
Resilience effect of decentralized detention system to extreme flooding events	2
Determine stormwater pond geometrics and hydraulics using remote sensing technologies: A comparison between airborne-LiDAR and UAV-photogrammetry field validation against RTK-GNSS	2
The energy, water supply, and ecology coordination for middle-long-term reservoirs scheduling with different connection modes using an elite mutation strategy-based NMOSFLA	2
Effects of pumping flow rates on the estimation of hydrogeological parameters	2
Discharge estimation in a compound channel with converging and diverging floodplains using ANN–PSO and MARS	2
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	1
A genetic algorithm's novel rainfall distribution method for optimized hydrological modeling at basin scales	1
Calibration and prediction uncertainty analysis of a hydraulic-water quality coupling model using a modified moth-flame optimizer	1
Adaptive hybrid architecture for enhancement of the complex hydroclimatic system and assessment of freshwater security	1
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	1
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	1
Data-driven modeling of sluice gate flows using a convolutional neural network	1
Assessing spatial variation in water supply of a city using dasymetric mapping	1
Investigating water quality dynamics in distribution networks with dynamically adaptive connectivity	1
From digital twin paradigm to digital water services	1
A framework for forecasting the hourly nodal water demand and improving the performance of real-time hydraulic models considering model uncertainty	1
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	1
Detailed experimental and numerical analysis of hydrodynamics in the outflow measurement channel of a sewage treatment plant	1
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	1
A combination approach for optimization operation of multi-objective cascade reservoir systems (Case study: Karun reservoirs)	1
GPU-parallelisation of Haar wavelet-based grid resolution adaptation for fast finite volume modelling: application to shallow water flows	1
Modelling public social values of flood-prone land use using the GIS application SolVES	1
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	1
The effects of flow pulses on river plumes in the Yellow River Estuary, in spring	1
The multi-point hydraulic control method for advanced controller design of the open canal irrigation systems	1
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	1
An OpenFOAM solver for computing suspended particles in water currents	1
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology	1
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	1
Verifying an improved intermittent water distribution network analysis method based on EPA-SWMM	1
Rehabilitation of water distribution networks: when and how to rehabilitate	1
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	1
Approximation of aeration efficiency at sharp-crested weirs using metaheuristic regression approaches	1
A method of estimating imperviousness for the catchment modelling of urban environments	1
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods	1
Multivariate spatio-temporal modeling of drought prediction using graph neural network	1
Energy analysis of transient flow with cavitation by considering the effect of water temperature in viscoelastic pipes	1
Application of black-box models based on artificial intelligence for the prediction of chlorine and TTHMs in the trunk network of Bogotá, Colombia	1