Journal of Hydroinformatics

Papers
(The median citation count of Journal of Hydroinformatics is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)
ArticleCitations
Methodology for the study of the traceability of runoff water feeding reservoirs33
Accelerating regional-scale groundwater flow simulations with a hybrid deep neural network model incorporating mixed input types: A case study of the northeast Qatar aquifer31
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy31
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method30
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method27
Self-attention transformer model for pan evaporation prediction: a case study in Australia27
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels27
Reservoir computing for modeling and predicting stream chemistry26
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems23
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm22
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR20
From digital twin paradigm to digital water services18
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing18
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models18
Quality monitoring of inland water bodies using Google Earth Engine17
Impact of downstream obstructions on ogee weir efficiency: a regression analysis17
Prediction of groundwater levels using a long short-term memory (LSTM) technique17
Well-balanced finite volume model for transient mixed flow in sewer pipe network17
Time-efficient criticality analysis and placement of isolation valves with graph-based approaches in water distribution networks16
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir16
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling16
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control16
Complexity of hydrometeorological variables: false nearest neighbour algorithm15
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs15
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)15
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties15
Comparative analysis of ensemble learning algorithms in water quality prediction14
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study14
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events14
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau13
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments13
Effects of pumping flow rates on the estimation of hydrogeological parameters13
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model13
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains13
Detecting, extracting and classifying foreign objects in inter-basin channels to ensure water supply safety13
An enhanced method for automated end-use classification of household water data13
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River13
Generation of harmonised pluvial flood hazard maps through decentralised analytics13
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood12
Separation of pressure signals caused by waves traveling in opposite directions12
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand12
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD12
A comparative analysis of MLR, MARS, and GMDH techniques for predicting the recharge rate of a sand-mixed storm runoff filtration system11
Effects of rainfall pattern classification methods on the probability estimation of typhoon-induced debris-flow occurrence11
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change11
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion11
Water level prediction model of the upper Yangtze River by cloud computing and AutoML11
Flood risk assessment and flow modeling of the Stalos stream area11
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow11
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field11
Optimizing sensor placement for enhanced observability in water distribution networks11
Digital twin for a real-time leakage detection and localization in pressurized piping systems11
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm10
Camera-based intelligent stream stage sensing for decentralized environmental monitoring10
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis10
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition10
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets10
Modelling hydraulic conductivity of porous media using machine learning techniques10
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management10
Evaluation of hydrodynamic behavior of biosand filters using computational fluid dynamics combined with the design of experiments9
Highlighting the role of the model user and physical interpretation in urban flooding simulation9
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes9
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling9
Assessment of physiochemical parameters of the Tawi River of Jammu and Kashmir, India for drinking and agricultural purposes9
A novel machine learning-based framework for the water quality parameters prediction using hybrid long short-term memory and locally weighted scatterplot smoothing methods9
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 study9
Interactive hydrological modelling and simulation on client-side web systems: an educational case study9
Disinfection scheduling in water distribution networks considering input time-delay uncertainty9
A parsimonious setup for streamflow forecasting using CNN-LSTM9
A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework9
Research on a cloud model intelligent computing platform for water resource management9
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?9
Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index8
Optimizing urban flood management: enhancing urban drainage system efficiency under extreme rainfall events8
Quality control of hourly rain gauge data based on radar and satellite multi-source data8
Governance fragmentation and water data management in Palestine8
Smart River Information Services in managing Nile River navigation system8
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)8
Influence of land use activities on predicted soil loss in a semi-arid river basin8
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks8
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin8
Integrative deep learning framework for analysing population density shifts and flood inundation patterns – a case study of the Sundarbans7
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China7
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links7
The effect of triangular prismatic elements on the hydraulic performance of stepped spillways in the skimming flow regime: an experimental study and numerical modeling7
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network7
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data7
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation7
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters7
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology7
Smart solutions for pipeline protection: Utilizing artificial neural networks to adequate device selection against hydraulic transients7
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks7
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness7
Real-time water quality detection based on fluctuation feature analysis with the LSTM model7
A comparative study of machine learning models for river topography prediction under different data abundance7
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods7
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions7
GEP- and MLR-based equations for stable channel analysis7
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate6
Rehabilitation of water distribution networks: when and how to rehabilitate6
Developing and testing a web-based platform for visualizing flow in a watershed6
Machine learning for postprocessing ensemble streamflow forecasts6
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model6
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process6
Machine learning-enabled calibration of river routing model parameters6
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels6
Smart Water and Digital Transition in Water Systems6
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India6
Quantitative assessment of computational efficiency of numerical models for surface flow simulation6
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks6
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America6
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks6
A method of estimating imperviousness for the catchment modelling of urban environments6
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction6
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features6
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction6
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?6
Water distribution network leak localization with histogram-based gradient boosting5
Utilizing waveform synthesis in harmonic oscillator seasonal trend model for short- and long-term streamflow drought modeling and forecasting5
Coupled sink and flow accumulation analyses with single flow direction and multiple flow direction algorithms5
Optimal charging station placement for autonomous robots in drinking water networks5
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects5
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data5
Advanced machine learning models for robust prediction of water quality index and classification5
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models5
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms5
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices5
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco5
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations5
Development of a reservoir operation model determining the pre-release strategy for the flood events5
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm5
Knowledge-driven intelligent recommendation method for emergency plans in water diversion projects5
Using statistical and machine learning approaches to describe estuarine tidal dynamics5
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions5
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 b5
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin5
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example5
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks5
Hydrovars: an R tool to collect hydrological variables5
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge5
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery4
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques4
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures4
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits4
Discharge of a siphon spillway under submerged exit condition4
Machine learning techniques for flood forecasting4
Optimizing pipeline systems with surge tanks using a dimensionless transient model4
Future precipitation patterns: investigating the IDF curve shifts under CMIP6 pathways4
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range4
Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City4
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region4
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)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 intensity4
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF4
A pre-training model based on CFD for open-channel velocity field prediction with small sample data4
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 Shiri4
Approaches for unsupervised identification of data-driven models for flow forecasting in urban drainage systems4
Assessing the impact of an arch-dam breach magnitude and reservoir inflow on flood maps4
Modeling ion constituents in the Sacramento-San Joaquin Delta using multiple machine learning approaches4
Adoption of Machine Learning Technique in Nile River Islands Classification4
A 2D hydrodynamic model-based method for efficient flood inundation modelling4
Enhancing groundwater predictions by incorporating response lag effects in machine learning models4
Fuzzy solution of nonlinear Boussinesq equation4
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran4
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling4
Bayesian geoadditive water pipe failure forecasting model by optimizingthe updating period4
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India4
Urban flash flood hazard mapping using machine learning, Bahir Dar, Ethiopia4
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India4
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques4
Sensor placement in water distribution networks using centrality-guided multi-objective optimisation4
Field validation of a pressure transient source localization method in a water distribution network4
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks4
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes4
Numerical assessment of the water-flow hazard to workers in the water disaster of underground mine3
Multivariate adaptive regression splines-assisted approximate Bayesian computation for calibration of complex hydrological models3
PAVLIB4SWAT: a Python analysis and visualization tool and library based on Kepler.gl for SWAT models3
Application of hybrid algorithms in an optimal allocation model of water and land resources3
Soil moisture data using citizen science technology cross-validated by satellite data3
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 method3
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques3
Providing solutions for data scarcity in urban flood modeling through sensitivity analysis and DEM modifications3
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods3
Artificial intelligence-enhanced web application approach to data management in the WIDER UPTAKE project3
A microservice architecture for leak localization in water distribution networks using hybrid AI3
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs3
An improved pressure–velocity correction-based 2D flood simulation model on non-staggered grid arrangement3
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns3
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism3
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels3
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks3
A review on how machine learning can be beneficial for sensor data quality control and imputation in water resources management3
Leak detection in water distribution networks based on graph signal processing of pressure data3
Fluid transient analysis by the method of characteristics using an object-oriented simulation tool3
A parallel multi-objective optimization based on adaptive surrogate model for combined operation of multiple hydraulic facilities in water diversion project3
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–20203
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana3
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers3
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition3
Economic comparison between an optimized and a traditional sewer system design3
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff3
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques3
Identification of defects on the inner wall of water supply pipes based on the optimized residual network3
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
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin3
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods3
Optimal water allocation integrated with water supply, replenishment, and spill in the in-series reservoir based on an improved decomposition and dynamic programming aggregation method3
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems3
A new approach for explicit approximation of the Colebrook–White formula for pipe flows3
F28: A novel coupling strategy for 1D/2D hydraulic models for flood risk assessment of the Mekong Delta3
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction3
A zonal and segmentation analysis of the relationships between variations in sea-surface temperatures of the western Pacific Ocean and Southeast Asian rainfall3
Data-driven asset management in urban water pipe networks: a proposed conceptual framework3
A digital water strategy based on the digital water service concept to support asset management in a real system3
Research on river velocity and flow estimation based on scalar transport equation3
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach3
Prediction of maximum scour depth in river bends by the Stacking model3
Applying optimization methods for automatic calibration of 3D morphodynamic numerical models of shallow reservoirs: comparison between lozenge- and hexagon-shaped reservoirs3
Assessing spatial variation in water supply of a city using dasymetric mapping3
Kernel-based framework for improved prediction of discharge coefficient in vertically supported cylindrical weirs3
Application of real-time water temperature prediction system in winter for long-distance water diversion projects3
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, India3
A continental-scale predictive simulation tool for accidental spills in major South American water courses3
Assessing the likelihood of drought impact occurrence with extreme gradient boosting: a case study on the public water supply in South Korea2
Integrated machine learning and GIS-based bathtub models to assess the future flood risk in the Kapuas River Delta, Indonesia2
Numerical study of submerged hydraulic jumps over triangular macroroughnesses2
Fast high-fidelity flood inundation map generation by super-resolution techniques2
Daily reservoir inflow prediction using stacking ensemble of machine learning algorithms2
Water distribution system modelling of GIS-remote sensing and EPANET for the integrated efficient design2
TempNet – temporal super-resolution of radar rainfall products with residual CNNs2
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS2
Control theory-based data assimilation for open channel hydraulic models: tuning PID controllers using multi-objective optimization2
A synergistic approach to water level prediction: integrating nature-inspired optimizing algorithms with deep learning models in the Shibsha River system2
Data augmentation using conditional generative adversarial network (cGAN): applications for sewer condition classification and testing using different machine learning techniques2
Probing the complexities of optimal flow in open channels: experimental and numerical validation with diversion flow2
An improved multifractal detrended fluctuation analysis method for estimating the dynamic complexity of electrical conductivity of karst springs2
Resilience effect of decentralized detention system to extreme flooding events2
The impacts of climate change on meteorological drought in the Central Highlands region of Vietnam2
Accuracy of conventional fusion algorithms for precipitation estimates across the Chinese mainland2
Two different approaches for monitoring planning in sewer networks: topological vs. deterministic optimization2
EWT_Informer: a novel satellite-derived rainfall–runoff model based on informer2
Stochastic model predictive control of an irrigation canal with integrated performance-driven path planning of a measurement robot2
Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model2
Hydro-abrasive erosion in Kaplan turbines: a case study2
Investigating optimal 2D hydrodynamic modeling of a recent flash flood in a steep Norwegian river using high-performance computing2
Temporal and spatial satellite data augmentation for deep learning-based rainfall nowcasting2
The effects of flow pulses on river plumes in the Yellow River Estuary, in spring2
Data-driven approaches for pipe life prognosis in water distribution networks: the Barcelona water distribution network case study2
A shock-capturing meshless method for solving the one-dimensional Saint-Venant equations on a highly variable topography2
Fish detection based on Gather-and-Distribute mechanism Multi-scale feature fusion network and Structural Re-parameterization method2
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