Journal of Hydroinformatics

Article	Citations
Identifying and interpreting extreme rainfall events using image classification	35
Quality monitoring of inland water bodies using Google Earth Engine	25
Spatio-temporal nonstationarity analysis and change point detection in multivariate hydrological time-series	25
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	25
A genetic algorithm's novel rainfall distribution method for optimized hydrological modeling at basin scales	24
Preserving stationary discontinuities in two-layer shallow water equations with a novel well-balanced approach	20
Prediction of river water temperature using machine learning algorithms: a tropical river system of India	19
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	18
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	18
Estimation of aerator air demand by an embedded multi-gene genetic programming	17
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	16
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	16
An integrated cyberinfrastructure system for water quality resources in the Upper Mississippi River Basin	16
Efficient functioning of a sewer system: application of novel hybrid machine learning methods for the prediction of particle Froude number	15
Sensitivity of model-based leakage localisation in water distribution networks to water demand sampling rates and spatio-temporal data gaps	14
GEP- and MLR-based equations for stable channel analysis	14
Prediction of multi-sectoral longitudinal water withdrawals using hierarchical machine learning models	13
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	13
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	13
Detailed experimental and numerical analysis of hydrodynamics in the outflow measurement channel of a sewage treatment plant	13
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	13
Predicting hydraulic jump characteristics in a gradually expanding stilling basin with roughness elements by Sugeno Fuzzy Logic	13
Advancing integrated river basin management and flood forecasting in the Cagne catchment: a combined approach using deterministic distributed models	12
Satellite-based investigation of water stress at the basin scale: an integrated analysis of downscaled GRACE estimates and remotely sensed data	12
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	12

Impact of downstream obstructions on ogee weir efficiency: a regression analysis	12
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology	12
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	11
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	11
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	10
An OpenFOAM solver for computing suspended particles in water currents	10
Comparison of EEMD-ARIMA, EEMD-BP and EEMD-SVM algorithms for predicting the hourly urban water consumption	10
Methodology for the study of the traceability of runoff water feeding reservoirs	10
Application of black-box models based on artificial intelligence for the prediction of chlorine and TTHMs in the trunk network of Bogotá, Colombia	10
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	9
A framework for forecasting the hourly nodal water demand and improving the performance of real-time hydraulic models considering model uncertainty	9
A fully automated and generic spatial discretization procedure for cultivated landscapes with human-made landscape elements	9
A novel medium- and long-term runoff combined forecasting model based on different lag periods	9
Spatiotemporal dynamic of soil erosion in the Roraya River Basin based on RUSLE model and Google Earth Engine	9
A feature extraction method based on the entropy-minimal description length principle and GBDT for common surface water pollution identification	9
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	9
Energy analysis of transient flow with cavitation by considering the effect of water temperature in viscoelastic pipes	9
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	9
Accelerating regional-scale groundwater flow simulations with a hybrid deep neural network model incorporating mixed input types: A case study of the northeast Qatar aquifer	9
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	9
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	9
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	9
Fuzzy solution of nonlinear Boussinesq equation	9
Rainfall erosivity assessment over a flooding basin, Kelani River basin, Sri Lanka	9
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	9
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	8
The effect of triangular prismatic elements on the hydraulic performance of stepped spillways in the skimming flow regime: an experimental study and numerical modeling	8
Application of multi-model ensemble averaging techniques for groundwater simulation: synthetic and real-world case studies	8
Client-side web-based model coupling using basic model interface for hydrology and water resources	8
Genetic programming for hydrological applications: to model or to forecast that is the question	8
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	8
Investigating water quality dynamics in distribution networks with dynamically adaptive connectivity	8
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	8
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	8
Self-attention transformer model for pan evaporation prediction: a case study in Australia	8
From digital twin paradigm to digital water services	8
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	8
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	7
Effect of ship-lock-induced surges on navigation safety in a branched lower approach channel system	7
Intercomparison of machine learning methods for statistical downscaling of daily temperature under CMIP6 scenarios: a case study from Iran	7
Multivariate spatio-temporal modeling of drought prediction using graph neural network	7
A WaveNet-based convolutional neural network for river water level prediction	7
Analysis of discharge characteristics of a symmetrical stepped labyrinth side weir based on global sensitivity	7
The multi-point hydraulic control method for advanced controller design of the open canal irrigation systems	6
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data	6
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	6
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	6
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	6
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	6
Erratum: Journal of Hydroinformatics 1 November 2023; 25 (6): 2253–2267; Optimal charging station placement for autonomous robots in drinking water networks, Mario Castro-Gama, Yvonne Hassink-M	6

Withdrawn: 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	6
Prediction of groundwater levels using a long short-term memory (LSTM) technique	6
Corrigendum: Journal of Hydroinformatics 1 January 2024; 26 (1): 304–318. Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional fl	6
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	6
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	6
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	6
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	6
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods	5
A comparative study of machine learning models for river topography prediction under different data abundance	5
A hybrid dynamic graph neural network framework for real-time anomaly detection	5
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	5
Editorial – Making Water Smart	5
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	5
3D-CFD analysis of bedload transport in channel bifurcations	5
Understanding the impact of population dynamics on water use utilizing multi-source big data	5
Characterisation of low-Reynolds number flow through an orifice: CFD results vs. laboratory data	5
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	5
Estimation of contamination release histories using meshless radial point collocation method and multiverse optimization	5
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	5
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	5
The effects of flow pulses on river plumes in the Yellow River Estuary, in spring	5
Comparison of classic object-detection techniques for automated sewer defect detection	5
A shock-capturing meshless method for solving the one-dimensional Saint-Venant equations on a highly variable topography	5
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	5
Short-term water demand forecasting using data-centric machine learning approaches	5
An ethical decision-making framework with serious gaming: a smart water case study on flooding	4
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	4
Economic comparison between an optimized and a traditional sewer system design	4
Corrigendum: Journal of Hydroinformatics 1 September 2024; 26 (9): 2216–2234: Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate,	4
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	4
Approximation of aeration efficiency at sharp-crested weirs using metaheuristic regression approaches	4
Vision-based texture and color analysis of waterbody images using computer vision and deep learning techniques	4
Water distribution network expansion: an evaluation from the perspective of complex networks and hydraulic criteria	4
A scenario-based coupled SWAT-MODFLOW decision support system for advanced water resource management	4
Developing and testing a web-based platform for visualizing flow in a watershed	4
Comparative analysis of ensemble learning algorithms in water quality prediction	4
Data-driven modeling of sluice gate flows using a convolutional neural network	4
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	4
Modelling public social values of flood-prone land use using the GIS application SolVES	4
Prediction of maximum scour depth in river bends by the Stacking model	4
A method of estimating imperviousness for the catchment modelling of urban environments	4
Assessing spatial variation in water supply of a city using dasymetric mapping	4
Predicting temporal clear water scour depth around bridge piers with XGBoost and SVM–PSO approaches	4
A microservice architecture for leak localization in water distribution networks using hybrid AI	4
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	4
An enhanced method for automated end-use classification of household water data	4
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	3
Smart Water and Digital Transition in Water Systems	3
Calibration and prediction uncertainty analysis of a hydraulic-water quality coupling model using a modified moth-flame optimizer	3
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	3
Suitability evaluation of an equivalent porous medium method for characterizing 2-D flow based on the fracture fractal dimension	3
Assessing the performances and transferability of graph neural network metamodels for water distribution systems	3
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	3
Estimating critical depth and discharge over sloping rough end depth using machine learning	3
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	3
Adaptive hybrid architecture for enhancement of the complex hydroclimatic system and assessment of freshwater security	3
An interpretable machine learning model for predicting cavity water depth and cavity length based on XGBoost–SHAP	3
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	3
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	3
Verifying an improved intermittent water distribution network analysis method based on EPA-SWMM	3
Can stormwater runoff measurements be used for weather radar rainfall adjustment?	3
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	3
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	3
GPU-parallelisation of Haar wavelet-based grid resolution adaptation for fast finite volume modelling: application to shallow water flows	3
Smart pressure management extension for EPANET: source code enhancement with a dynamic pressure reducing valve model	3
Rehabilitation of water distribution networks: when and how to rehabilitate	3
A combination approach for optimization operation of multi-objective cascade reservoir systems (Case study: Karun reservoirs)	3
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	3
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	3
Modeling an evaluation framework for adding IoT water-level sensors based on ANN-derived 2D inundation simulations	3
GRNN Model for prediction of groundwater fluctuation in the state of Uttarakhand of India using GRACE data under limited bore well data	3
Complexity of hydrometeorological variables: false nearest neighbour algorithm	3
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	3
Distributed Muskingum model with a Whale Optimization Algorithm for river flood routing	3
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	3
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	3
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	3
A novel framework for water right conflict resolution considering actors’ power and inter-organizational relationships analysis	2
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	2
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	2

Investigating a new approach to enhance the discharge capacity of labyrinth weirs	2
A metamodel for sensitivity and uncertainty analysis in the modeling of loss of life due to dam failures	2
Multiple-steps scenario optimisation for pumping plants activation in water supply systems	2
Numerical simulation of the water flow field on subway stairs and evaluation of people safety evacuation	2
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains	2
Physics-enhanced machine learning models for streamflow discharge forecasting	2
Machine learning for postprocessing ensemble streamflow forecasts	2
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	2
Urban flood forecasting using a hybrid modeling approach based on a deep learning technique	2
Fish detection based on Gather-and-Distribute mechanism Multi-scale feature fusion network and Structural Re-parameterization method	2
Automatic calibration of SWMM parameters based on multi-objective optimisation model	2
Two different approaches for monitoring planning in sewer networks: topological vs. deterministic optimization	2
Experiment on streambed armoring with clusters and its influence on bed-load dynamics	2
Improved community detection for WDN partitioning in the dual topology based on segments and valves	2
Enhancing hydrological predictions: optimised decision tree modelling for improved monthly inflow forecasting	2
Soil moisture data using citizen science technology cross-validated by satellite data	2
Predicting cyanobacteria abundance with Bayesian zero-inflated models	2
A decision support tool for optimising groundwater-level monitoring networks using an adaptive genetic algorithm	2
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	2
A novel framework for prediction of dam deformation based on extreme learning machine and Lévy flight bat algorithm	2
Separation of pressure signals caused by waves traveling in opposite directions	2
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	2
Machine learning-enabled calibration of river routing model parameters	2
Flood impact assessment in remote areas using machine learning, SAR, and GIS: a case study of Ngabang District, Indonesia	2
EWT_Informer: a novel satellite-derived rainfall–runoff model based on informer	2
Modeling probabilistic-based reliability assessment of gridded rainfall thresholds for shallow landslide occurrence due to the uncertainty of rainfall in time and space	2
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	2
Insights into the prediction capability of roughness coefficient in current ripple bedforms under varied hydraulic conditions	2
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	2
Simulation of ecohydrological processes influencing water supplies in the Tuul River watershed of Mongolia	2
Temporal and spatial satellite data augmentation for deep learning-based rainfall nowcasting	1
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	1
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	1
Demonstration of the impacts of anti-sedimentation techniques on Japanese reservoir siltation via mass data ANN analysis	1
Analysis of the effects of climate change on the gyre in Lake Biwa, Japan	1
Generation of harmonised pluvial flood hazard maps through decentralised analytics	1
Estimation of the longitudinal dispersion coefficient via a fusion of optimized models	1
Adaptive method for the solution of 1D and 2D advection–diffusion equations used in environmental engineering	1
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–2020	1
Airborne LiDAR-assisted deep learning methodology for riparian land cover classification using aerial photographs and its application for flood modelling	1
Assessing water resources systems’ dynamic resilience under hazardous events via a genetic fuzzy rule-based system	1
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	1
Flood detection in the Upper Krishna Basin through integrated geospatial analysis: leveraging decision frameworks and statistical measures	1
Daily reservoir inflow prediction using stacking ensemble of machine learning algorithms	1
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff	1
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	1
Control theory-based data assimilation for open channel hydraulic models: tuning PID controllers using multi-objective optimization	1
Qanat's hydraulic harim determination using the meshless numerical method	1
SWMMLIDopt: a tool for optimization of low-impact development (LID) measures using the SWMM model	1
Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation	1
Unlocking precision in hydraulic engineering: machine learning insights into labyrinth sluice gate discharge coefficients	1
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	1
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels	1
CFD simulation and model predictive control of the pipeline transportation system in a trailing suction hopper dredger	1
Exploring innovations in hydroinformatics	1
A digital water strategy based on the digital water service concept to support asset management in a real system	1
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	1
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	1
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change	1
Short-term water demand prediction based on decomposition technique optimization and a multihead attention mechanism	1
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process	1
An improved multifractal detrended fluctuation analysis method for estimating the dynamic complexity of electrical conductivity of karst springs	1
A zonal and segmentation analysis of the relationships between variations in sea-surface temperatures of the western Pacific Ocean and Southeast Asian rainfall	1
Short-duration prediction of urban storm-water levels using the residual-error ensemble correction technique	1
Pipeline leakage localization method based on transient signal detection and data fusion from multi-sensor	1
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana	1
Optimal water allocation integrated with water supply, replenishment, and spill in the in-series reservoir based on an improved decomposition and dynamic programming aggregation method	1
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques	1
The energy, water supply, and ecology coordination for middle-long-term reservoirs scheduling with different connection modes using an elite mutation strategy-based NMOSFLA	1
TempNet – temporal super-resolution of radar rainfall products with residual CNNs	1
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco	1
Uncertainty analysis of monthly river flow modeling in consecutive hydrometric stations using integrated data-driven models	1
Machine learning-based prediction of scour depth evolution around spur dikes	1
Improved wind-driven optimization algorithm for the optimization of hydropower generation from a reservoir	1
A benchmark comparison of AI-based modeling of soil infiltration rates	1
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	1
Integrated machine learning and GIS-based bathtub models to assess the future flood risk in the Kapuas River Delta, Indonesia	1
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	1
Water distribution system modelling of GIS-remote sensing and EPANET for the integrated efficient design	1
Data augmentation using conditional generative adversarial network (cGAN): applications for sewer condition classification and testing using different machine learning techniques	1
Water leakage detection and localization using hydraulic modeling and classification	1
Experiments on flow velocity profiles in mountain river channels	1
Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model	1
Application of hybrid algorithms in an optimal allocation model of water and land resources	1
Detecting, extracting and classifying foreign objects in inter-basin channels to ensure water supply safety	1
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks	1
Edge-based graph centrality measures with spatial analytics to support vulnerability assessment and maintenance planning in sewer networks	1
Construction of hydrological and hydrodynamic models based on ARM architecture processor – A case study of inner Harbor area of Macao Peninsula	1
Control theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers	1
Sewer sediment deposition prediction using a two-stage machine learning solution	1
Modeling multiple-pipe failures in stormwater networks using graph theory	1
Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field	1
Multiple-objective control of stormwater basins using deep reinforcement learning	1
Assessing the likelihood of drought impact occurrence with extreme gradient boosting: a case study on the public water supply in South Korea	1
Modeling of discharge in compound open channels with convergent and divergent floodplains using soft computing methods	1