Journal of Hydroinformatics

Article	Citations
Methodology for the study of the traceability of runoff water feeding reservoirs	44
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	41
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	36
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	36
Impact of downstream obstructions on ogee weir efficiency: a regression analysis	34
Self-attention transformer model for pan evaporation prediction: a case study in Australia	34
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	33
Reservoir computing for modeling and predicting stream chemistry	30
Well-balanced finite volume model for transient mixed flow in sewer pipe network	30
Quality monitoring of inland water bodies using Google Earth Engine	25
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	25
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	25
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	24
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	22
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	21
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	20
From digital twin paradigm to digital water services	20
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	20
Prediction of groundwater levels using a long short-term memory (LSTM) technique	20
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	19
Complexity of hydrometeorological variables: false nearest neighbour algorithm	19
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	19
Ensembles of machine learning and hydrodynamic numerical modeling for salinity simulations in a tidal estuary	19
An enhanced method for automated end-use classification of household water data	19
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	19

Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	18
Time-efficient criticality analysis and placement of isolation valves with graph-based approaches in water distribution networks	17
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	17
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	17
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	16
Comparative analysis of ensemble learning algorithms in water quality prediction	16
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	16
Integrating principal component analysis and machine learning to assess riverine impacts on lake water quality: a case study of the Bilate River–Lake Abaya Watershed, Rift Valley, Ethiopia	15
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	15
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	15
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	14
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	14
Generation of harmonised pluvial flood hazard maps through decentralised analytics	14
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	14
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains	14
Separation of pressure signals caused by waves traveling in opposite directions	13
Effects of rainfall pattern classification methods on the probability estimation of typhoon-induced debris-flow occurrence	13
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	13
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	13
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field	13
Effects of pumping flow rates on the estimation of hydrogeological parameters	13
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change	13
Optimizing sensor placement for enhanced observability in water distribution networks	13
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion	12
Flood risk assessment and flow modeling of the Stalos stream area	12
High-resolution urban flood risk mapping using indicator cokriging integrated with physical modelling and observational data	12
Digital twin for a real-time leakage detection and localization in pressurized piping systems	12
A comparative analysis of MLR, MARS, and GMDH techniques for predicting the recharge rate of a sand-mixed storm runoff filtration system	12
A subseasonal-to-seasonal runoff forecasting framework under uncertainty: application of numerical weather predictions and a Bayesian maximum entropy-based data fusion technique	12
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow	12
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	11
Enhancing accuracy and efficiency in calibration of drinking water distribution networks through evolutionary artificial neural networks and expert systems	11
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	11
Modelling hydraulic conductivity of porous media using machine learning techniques	11
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets	11
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management	11
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	11
A parsimonious setup for streamflow forecasting using CNN-LSTM	11
Research on a cloud model intelligent computing platform for water resource management	10
Highlighting the role of the model user and physical interpretation in urban flooding simulation	10
Smart River Information Services in managing Nile River navigation system	10
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?	10
Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index	10
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes	10
A novel forecasting of continuous monthly streamflow based on lagged climate indices: uses of autoregressive integrated moving average and artificial neural network techniques	10
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling	10
A novel machine learning-based framework for the water quality parameters prediction using hybrid long short-term memory and locally weighted scatterplot smoothing methods	10
Assessment of physiochemical parameters of the Tawi River of Jammu and Kashmir, India for drinking and agricultural purposes	10
Quality control of hourly rain gauge data based on radar and satellite multi-source data	10
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

A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework	9
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	9
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	9
Governance fragmentation and water data management in Palestine	9
Optimizing urban flood management: enhancing urban drainage system efficiency under extreme rainfall events	9
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	9
Disinfection scheduling in water distribution networks considering input time-delay uncertainty	9
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	9
Influence of land use activities on predicted soil loss in a semi-arid river basin	9
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	8
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	8
Adaptive grid algorithms for computing local scour with OpenFOAM	8
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	8
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	8
Smart solutions for pipeline protection: Utilizing artificial neural networks to adequate device selection against hydraulic transients	8
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	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
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	8
Integrative deep learning framework for analysing population density shifts and flood inundation patterns – a case study of the Sundarbans	8
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	8
A method of estimating imperviousness for the catchment modelling of urban environments	8
A comparative study of machine learning models for river topography prediction under different data abundance	8
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology	8
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	8
Developing and testing a web-based platform for visualizing flow in a watershed	7
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco	7
Towards HydroLLM: approaches for building a domain-specific language model for hydrology	7
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions	7
Utilizing waveform synthesis in harmonic oscillator seasonal trend model for short- and long-term streamflow drought modeling and forecasting	7
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	7
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	7
Smart Water and Digital Transition in Water Systems	7
Integrating MFDFA with hybrid deep learning for enhanced daily precipitation-runoff prediction in the Minjiang River Basin	7
A methodology for multitemporal analysis of hydraulic dynamics of water bodies using satellite radar imagery: a case study of the Bajo Cauca region in Antioquia-Colombia	7
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process	7
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models	7
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects	7
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	7
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	7
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	7
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	7
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	7
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	7
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	7
Machine learning for postprocessing ensemble streamflow forecasts	7
Machine learning-enabled calibration of river routing model parameters	7
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices	7
Model predictive control based on an integrator delay coupled model applied to open canal irrigation systems	7
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin	7
Coupled sink and flow accumulation analyses with single flow direction and multiple flow direction algorithms	7
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	7
Rehabilitation of water distribution networks: when and how to rehabilitate	7
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	7
Advanced machine learning models for robust prediction of water quality index and classification	6
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms	6
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example	6
Assessing the impact of an arch-dam breach magnitude and reservoir inflow on flood maps	6
Bayesian geoadditive water pipe failure forecasting model by optimizingthe updating period	6
Discharge of a siphon spillway under submerged exit condition	6
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge	6
Enhancing object detection in underwater aquatic system with YOLO-transformer hybrid model and IoT sensor integration	6
Development of a reservoir operation model determining the pre-release strategy for the flood events	6
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	6
Optimal charging station placement for autonomous robots in drinking water networks	6
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	6
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data	6
Using statistical and machine learning approaches to describe estuarine tidal dynamics	6
Sensor placement in water distribution networks using centrality-guided multi-objective optimisation	6
Hydrovars: an R tool to collect hydrological variables	6
Modeling ion constituents in the Sacramento-San Joaquin Delta using multiple machine learning approaches	6
Knowledge-driven intelligent recommendation method for emergency plans in water diversion projects	6
A deep learning approach for urban pluvial flood depth estimation using citizen-generated data and physics-based validation	6
Water distribution network leak localization with histogram-based gradient boosting	6
A pre-training model based on CFD for open-channel velocity field prediction with small sample data	6
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	6
Machine learning techniques for flood forecasting	6
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	6
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	6
Optimizing pipeline systems with surge tanks using a dimensionless transient model	6
Urban flash flood hazard mapping using machine learning, Bahir Dar, Ethiopia	5

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	5
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	5
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	5
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	5
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	5
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	5
Future precipitation patterns: investigating the IDF curve shifts under CMIP6 pathways	5
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF	5
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	5
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	5
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	5
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	5
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	5
Explainable AI for aquatic environmental intelligence: a SHAP-enhanced LSTM approach using high-frequency water quality data in a river system	5
A 2D hydrodynamic model-based method for efficient flood inundation modelling	5
Adoption of Machine Learning Technique in Nile River Islands Classification	5
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	5
Field validation of a pressure transient source localization method in a water distribution network	5
Fuzzy solution of nonlinear Boussinesq equation	5
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	5
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	5
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	5
Kernel-based framework for improved prediction of discharge coefficient in vertically supported cylindrical weirs	4
Applying optimization methods for automatic calibration of 3D morphodynamic numerical models of shallow reservoirs: comparison between lozenge- and hexagon-shaped reservoirs	4
A digital water strategy based on the digital water service concept to support asset management in a real system	4
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana	4
Application of hybrid algorithms in an optimal allocation model of water and land resources	4
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods	4
Prediction of maximum scour depth in river bends by the Stacking model	4
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	4
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	4
Artificial intelligence-enhanced web application approach to data management in the WIDER UPTAKE project	4
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels	4
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	4
Identification of defects on the inner wall of water supply pipes based on the optimized residual network	4
An improved pressure–velocity correction-based 2D flood simulation model on non-staggered grid arrangement	4
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks	4
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	4
A zonal and segmentation analysis of the relationships between variations in sea-surface temperatures of the western Pacific Ocean and Southeast Asian rainfall	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
A microservice architecture for leak localization in water distribution networks using hybrid AI	4
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	4
Assessing spatial variation in water supply of a city using dasymetric mapping	4
F28: A novel coupling strategy for 1D/2D hydraulic models for flood risk assessment of the Mekong Delta	4
Research on river velocity and flow estimation based on scalar transport equation	4
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–2020	4
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff	4
A continental-scale predictive simulation tool for accidental spills in major South American water courses	4
A parallel multi-objective optimization based on adaptive surrogate model for combined operation of multiple hydraulic facilities in water diversion project	4
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques	4
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods	4
Economic comparison between an optimized and a traditional sewer system design	4
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	4
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers	4
Providing solutions for data scarcity in urban flood modeling through sensitivity analysis and DEM modifications	4
Understanding the impact of population dynamics on water use utilizing multi-source big data	3
Enhanced forecasting of multi-step ahead daily soil temperature using advanced hybrid vote algorithm-based tree models	3
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	3
Multivariate adaptive regression splines-assisted approximate Bayesian computation for calibration of complex hydrological models	3
Two different approaches for monitoring planning in sewer networks: topological vs. deterministic optimization	3
Optimal operation of reservoir for sustainable water management using multi-criteria decision-making approach	3
Numerical study of submerged hydraulic jumps over triangular macroroughnesses	3
Temporal and spatial satellite data augmentation for deep learning-based rainfall nowcasting	3
TempNet – temporal super-resolution of radar rainfall products with residual CNNs	3
Assessing the likelihood of drought impact occurrence with extreme gradient boosting: a case study on the public water supply in South Korea	3
Fish detection based on Gather-and-Distribute mechanism Multi-scale feature fusion network and Structural Re-parameterization method	3
Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model	3
A shock-capturing meshless method for solving the one-dimensional Saint-Venant equations on a highly variable topography	3
A review on how machine learning can be beneficial for sensor data quality control and imputation in water resources management	3
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	3
Temporal modelling of long-term heavy metal concentrations in aquatic ecosystems	3
The effects of flow pulses on river plumes in the Yellow River Estuary, in spring	3
The multi-point hydraulic control method for advanced controller design of the open canal irrigation systems	3
A synergistic approach to water level prediction: integrating nature-inspired optimizing algorithms with deep learning models in the Shibsha River system	3
Estimation of the longitudinal dispersion coefficient via a fusion of optimized models	3
Daily reservoir inflow prediction using stacking ensemble of machine learning algorithms	3
Data-driven approaches for pipe life prognosis in water distribution networks: the Barcelona water distribution network case study	3
Data augmentation using conditional generative adversarial network (cGAN): applications for sewer condition classification and testing using different machine learning techniques	3
EWT_Informer: a novel satellite-derived rainfall–runoff model based on informer	3
Probing the complexities of optimal flow in open channels: experimental and numerical validation with diversion flow	3
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	3
An OpenFOAM solver for computing suspended particles in water currents	3
A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression	3
Flood modelling and prediction using hydrologic similarity – driven parameter regionalization in ungauged catchments	3
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	3
Construction of knowledge-enhanced large models for water conservancy project safety risk identification	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
3D-CFD analysis of bedload transport in channel bifurcations	3
Short-duration prediction of urban storm-water levels using the residual-error ensemble correction technique	3
An improved multifractal detrended fluctuation analysis method for estimating the dynamic complexity of electrical conductivity of karst springs	3
Investigating optimal 2D hydrodynamic modeling of a recent flash flood in a steep Norwegian river using high-performance computing	3
Integrated machine learning and GIS-based bathtub models to assess the future flood risk in the Kapuas River Delta, Indonesia	3
Stochastic model predictive control of an irrigation canal with integrated performance-driven path planning of a measurement robot	3
Control theory-based data assimilation for open channel hydraulic models: tuning PID controllers using multi-objective optimization	3
Suitability evaluation of an equivalent porous medium method for characterizing 2-D flow based on the fracture fractal dimension	3