Journal of Hydroinformatics

Article	Citations
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	31
Methodology for the study of the traceability of runoff water feeding reservoirs	28
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	27
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	26
Impact of downstream obstructions on ogee weir efficiency: a regression analysis	25
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	24
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	22
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	22
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	22
Self-attention transformer model for pan evaporation prediction: a case study in Australia	21
Prediction of groundwater levels using a long short-term memory (LSTM) technique	20
Reservoir computing for modeling and predicting stream chemistry	19
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	19
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	18
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	18
Quality monitoring of inland water bodies using Google Earth Engine	17
From digital twin paradigm to digital water services	16
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	16
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	16
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	16
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	15
Comparative analysis of ensemble learning algorithms in water quality prediction	15
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	15
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	15
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	15

Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	14
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	14
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	14
An enhanced method for automated end-use classification of household water data	14
Complexity of hydrometeorological variables: false nearest neighbour algorithm	14
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	13
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	13
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	13
Effects of pumping flow rates on the estimation of hydrogeological parameters	13
A decision support tool for optimising groundwater-level monitoring networks using an adaptive genetic algorithm	13
Time-efficient criticality analysis and placement of isolation valves with graph-based approaches in water distribution networks	13
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains	12
Separation of pressure signals caused by waves traveling in opposite directions	12
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	12
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field	11
Detecting, extracting and classifying foreign objects in inter-basin channels to ensure water supply safety	11
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	11
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	11
Generation of harmonised pluvial flood hazard maps through decentralised analytics	11
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow	10
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	10
Evaluation of hydrodynamic behavior of biosand filters using computational fluid dynamics combined with the design of experiments	10
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change	10
Digital twin for a real-time leakage detection and localization in pressurized piping systems	10
A comparative analysis of MLR, MARS, and GMDH techniques for predicting the recharge rate of a sand-mixed storm runoff filtration system	10
Modelling hydraulic conductivity of porous media using machine learning techniques	10
Effects of rainfall pattern classification methods on the probability estimation of typhoon-induced debris-flow occurrence	10
Flood risk assessment and flow modeling of the Stalos stream area	10
Optimizing sensor placement for enhanced observability in water distribution networks	10
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion	10
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management	9
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	9
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	9
Smart River Information Services in managing Nile River navigation system	9
A parsimonious setup for streamflow forecasting using CNN-LSTM	9
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	9
Highlighting the role of the model user and physical interpretation in urban flooding simulation	9
Development and application of a mathematical model for calculating the discharge of non-standard thin-plate weirs in urban combined sewer overflow systems: a case study	9
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	9
A novel machine learning-based framework for the water quality parameters prediction using hybrid long short-term memory and locally weighted scatterplot smoothing methods	9
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets	9
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	9
Influence of land use activities on predicted soil loss in a semi-arid river basin	9
A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework	8
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	8
Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index	8
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?	8
Assessment of physiochemical parameters of the Tawi River of Jammu and Kashmir, India for drinking and agricultural purposes	8
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	8
Optimizing urban flood management: enhancing urban drainage system efficiency under extreme rainfall events	8

Research on a cloud model intelligent computing platform for water resource management	8
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes	8
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling	8
Quality control of hourly rain gauge data based on radar and satellite multi-source data	8
Disinfection scheduling in water distribution networks considering input time-delay uncertainty	8
A comparative study of machine learning models for river topography prediction under different data abundance	7
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	7
Integrative deep learning framework for analysing population density shifts and flood inundation patterns	7
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	7
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	7
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	7
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	7
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	7
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	7
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology	7
The effect of triangular prismatic elements on the hydraulic performance of stepped spillways in the skimming flow regime: an experimental study and numerical modeling	7
GEP- and MLR-based equations for stable channel analysis	7
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	7
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	6
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	6
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	6
Machine learning for postprocessing ensemble streamflow forecasts	6
Rehabilitation of water distribution networks: when and how to rehabilitate	6
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	6
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	6
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	6
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	6
Smart Water and Digital Transition in Water Systems	6
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	6
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	6
Smart solutions for pipeline protection: Utilizing artificial neural networks to adequate device selection against hydraulic transients	6
Developing and testing a web-based platform for visualizing flow in a watershed	6
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	6
A method of estimating imperviousness for the catchment modelling of urban environments	6
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	6
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	5
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	5
Corrigendum: Journal of Hydroinformatics 1 November 2023; 25 (6): 2660–2674; Development of a lightweight convolutional neural network-based visual model for sediment concentration prediction b	5
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process	5
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	5
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example	5
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	5
Machine learning-enabled calibration of river routing model parameters	5
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	5
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco	5
Optimal charging station placement for autonomous robots in drinking water networks	5
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms	5
Utilizing waveform synthesis in harmonic oscillator seasonal trend model for short- and long-term streamflow drought modeling and forecasting	5
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	5
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	5
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin	5
Coupled sink and flow accumulation analyses with single flow direction and multiple flow direction algorithms	5
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models	5
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects	5
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices	5
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	4
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	4
Comparative analysis of decision tree, time series, and semi-distributed hydrological models for runoff prediction in snowmelt-influenced and human-activity-intensive basins: a case study of the Shiri	4
A 2D hydrodynamic model-based method for efficient flood inundation modelling	4
Machine learning techniques for flood forecasting	4
Development of a reservoir operation model determining the pre-release strategy for the flood events	4
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	4
Knowledge-driven intelligent recommendation method for emergency plans in water diversion projects	4
Advanced machine learning models for robust prediction of water quality index and classification	4
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	4
Approaches for unsupervised identification of data-driven models for flow forecasting in urban drainage systems	4
Adoption of Machine Learning Technique in Nile River Islands Classification	4
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	4
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF	4
Urban flash flood hazard mapping using machine learning, Bahir Dar, Ethiopia	4
Future precipitation patterns: investigating the IDF curve shifts under CMIP6 pathways	4
Modeling ion constituents in the Sacramento-San Joaquin Delta using multiple machine learning approaches	4
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	4
Assessing the impact of an arch-dam breach magnitude and reservoir inflow on flood maps	4
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge	4
Sensor placement in water distribution networks using centrality-guided multi-objective optimisation	4
Optimizing pipeline systems with surge tanks using a dimensionless transient model	4
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	4
Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City	4
A pre-training model based on CFD for open-channel velocity field prediction with small sample data	4

Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	4
Hydrovars: an R tool to collect hydrological variables	4
Bayesian geoadditive water pipe failure forecasting model by optimizingthe updating period	4
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India	4
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data	4
Using statistical and machine learning approaches to describe estuarine tidal dynamics	4
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions	4
Water distribution network leak localization with histogram-based gradient boosting	4
Discharge of a siphon spillway under submerged exit condition	4
Field validation of a pressure transient source localization method in a water distribution network	4
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks	3
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers	3
A digital water strategy based on the digital water service concept to support asset management in a real system	3
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels	3
Economic comparison between an optimized and a traditional sewer system design	3
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	3
Prediction of maximum scour depth in river bends by the Stacking model	3
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	3
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	3
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	3
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	3
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	3
Soil moisture data using citizen science technology cross-validated by satellite data	3
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	3
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques	3
Numerical assessment of the water-flow hazard to workers in the water disaster of underground mine	3
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods	3
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana	3
A parallel multi-objective optimization based on adaptive surrogate model for combined operation of multiple hydraulic facilities in water diversion project	3
A microservice architecture for leak localization in water distribution networks using hybrid AI	3
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,	3
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	3
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	3
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	3
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	3
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	3
An improved pressure–velocity correction-based 2D flood simulation model on non-staggered grid arrangement	3
Artificial intelligence-enhanced web application approach to data management in the WIDER UPTAKE project	3
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff	3
A continental-scale predictive simulation tool for accidental spills in major South American water courses	3
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods	3
Assessing spatial variation in water supply of a city using dasymetric mapping	3
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	3
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	3
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	3
Fuzzy solution of nonlinear Boussinesq equation	3
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	3
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	3
A zonal and segmentation analysis of the relationships between variations in sea-surface temperatures of the western Pacific Ocean and Southeast Asian rainfall	3
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	3
Providing solutions for data scarcity in urban flood modeling through sensitivity analysis and DEM modifications	2
Application of black-box models based on artificial intelligence for the prediction of chlorine and TTHMs in the trunk network of Bogotá, Colombia	2
Identification of defects on the inner wall of water supply pipes based on the optimized residual network	2
An integrated cyberinfrastructure system for water quality resources in the Upper Mississippi River Basin	2
Applying optimization methods for automatic calibration of 3D morphodynamic numerical models of shallow reservoirs: comparison between lozenge- and hexagon-shaped reservoirs	2
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	2
Fluid transient analysis by the method of characteristics using an object-oriented simulation tool	2
Development and application of a hybrid artificial neural network model for simulating future stream flows in catchments with limited in situ observed data	2
The effects of flow pulses on river plumes in the Yellow River Estuary, in spring	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
3D-CFD analysis of bedload transport in channel bifurcations	2
Estimation of aerator air demand by an embedded multi-gene genetic programming	2
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems	2
Evaluation of effective parameters of Manning roughness coefficients in HDPE culverts via kernel-based approaches	2
A hybrid annual runoff prediction model using echo state network and gated recurrent unit based on sand cat swarm optimization with Markov chain error correction method	2
An explainable machine learning approach to the prediction of pipe failure using minimum night flow	2
F28: A novel coupling strategy for 1D/2D hydraulic models for flood risk assessment of the Mekong Delta	2
An OpenFOAM solver for computing suspended particles in water currents	2
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–2020	2
Sensitivity of model-based leakage localisation in water distribution networks to water demand sampling rates and spatio-temporal data gaps	2
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	2
Spatiotemporal dynamic of soil erosion in the Roraya River Basin based on RUSLE model and Google Earth Engine	2
Chlorine dosage management in drinking water systems: comparing Bayesian optimization to evolutionary algorithms	2
Two different approaches for monitoring planning in sewer networks: topological vs. deterministic optimization	2
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	2
Adaptive hybrid architecture for enhancement of the complex hydroclimatic system and assessment of freshwater security	2
Understanding the impact of population dynamics on water use utilizing multi-source big data	2
A fully automated and generic spatial discretization procedure for cultivated landscapes with human-made landscape elements	2
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	2
Application of multi-model ensemble averaging techniques for groundwater simulation: synthetic and real-world case studies	2
Research on river velocity and flow estimation based on scalar transport equation	2
Energy analysis of transient flow with cavitation by considering the effect of water temperature in viscoelastic pipes	2
Kernel-based framework for improved prediction of discharge coefficient in vertically supported cylindrical weirs	2
Detailed experimental and numerical analysis of hydrodynamics in the outflow measurement channel of a sewage treatment plant	2
Application of hybrid algorithms in an optimal allocation model of water and land resources	2
The multi-point hydraulic control method for advanced controller design of the open canal irrigation systems	2
Using a fish entrainment model assistant in a reservoir operation in China	2
Hydroinformatics-driven ecological value creation framework: a study on ecosystem services Co-production in the Xinghua Duotion ecosystem, China	2
EWT_Informer: a novel satellite-derived rainfall–runoff model based on informer	2
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	2
Suitability evaluation of an equivalent porous medium method for characterizing 2-D flow based on the fracture fractal dimension	2
Optimal operation of reservoir for sustainable water management using multi-criteria decision-making approach	2
A shock-capturing meshless method for solving the one-dimensional Saint-Venant equations on a highly variable topography	2
Data-driven asset management in urban water pipe networks: a proposed conceptual framework	2
Discharge modeling and characteristic analysis of semi-circular side weir based on the soft computing method	2