Journal of Hydroinformatics

Article	Citations
Methodology for the study of the traceability of runoff water feeding reservoirs	34
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	33
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	32
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	30
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	30
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	28
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	28
Impact of downstream obstructions on ogee weir efficiency: a regression analysis	27
Self-attention transformer model for pan evaporation prediction: a case study in Australia	26
Prediction of groundwater levels using a long short-term memory (LSTM) technique	23
Reservoir computing for modeling and predicting stream chemistry	23
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	19
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	19
Well-balanced finite volume model for transient mixed flow in sewer pipe network	19
Quality monitoring of inland water bodies using Google Earth Engine	18
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	18
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	18
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	17
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	17
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	16
From digital twin paradigm to digital water services	16
Time-efficient criticality analysis and placement of isolation valves with graph-based approaches in water distribution networks	16
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	16
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	15
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	15

Complexity of hydrometeorological variables: false nearest neighbour algorithm	15
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	15
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	14
An enhanced method for automated end-use classification of household water data	14
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	14
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	14
Comparative analysis of ensemble learning algorithms in water quality prediction	13
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	13
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	13
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains	13
Effects of pumping flow rates on the estimation of hydrogeological parameters	13
Detecting, extracting and classifying foreign objects in inter-basin channels to ensure water supply safety	13
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	13
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	12
Generation of harmonised pluvial flood hazard maps through decentralised analytics	12
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	11
Effects of rainfall pattern classification methods on the probability estimation of typhoon-induced debris-flow occurrence	11
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change	11
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	11
Digital twin for a real-time leakage detection and localization in pressurized piping systems	11
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow	11
Separation of pressure signals caused by waves traveling in opposite directions	11
Optimizing sensor placement for enhanced observability in water distribution networks	11
Flood risk assessment and flow modeling of the Stalos stream area	11
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field	10
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	10
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	10
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion	10
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	10
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets	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
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	10
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management	10
A parsimonious setup for streamflow forecasting using CNN-LSTM	9
Highlighting the role of the model user and physical interpretation in urban flooding simulation	9
Governance fragmentation and water data management in Palestine	9
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes	9
Evaluation of hydrodynamic behavior of biosand filters using computational fluid dynamics combined with the design of experiments	9
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	9
Assessment of physiochemical parameters of the Tawi River of Jammu and Kashmir, India for drinking and agricultural purposes	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
A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework	9
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	9
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?	8
Smart River Information Services in managing Nile River navigation system	8
Quality control of hourly rain gauge data based on radar and satellite multi-source data	8
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	8
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	8
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	8

Research on a cloud model intelligent computing platform for water resource management	8
Influence of land use activities on predicted soil loss in a semi-arid river basin	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
Disinfection scheduling in water distribution networks considering input time-delay uncertainty	8
Optimizing urban flood management: enhancing urban drainage system efficiency under extreme rainfall events	8
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling	8
Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index	8
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	8
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	7
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	7
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	7
A comparative study of machine learning models for river topography prediction under different data abundance	7
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	7
Smart solutions for pipeline protection: Utilizing artificial neural networks to adequate device selection against hydraulic transients	7
Integrative deep learning framework for analysing population density shifts and flood inundation patterns – a case study of the Sundarbans	7
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	7
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology	7
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	7
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	7
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	7
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	7
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	7
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	7
Rehabilitation of water distribution networks: when and how to rehabilitate	6
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	6
Machine learning-enabled calibration of river routing model parameters	6
A method of estimating imperviousness for the catchment modelling of urban environments	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
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	6
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	6
Machine learning for postprocessing ensemble streamflow forecasts	6
Developing and testing a web-based platform for visualizing flow in a watershed	6
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	6
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	6
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	6
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	6
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	6
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects	5
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	5
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin	5
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices	5
Advanced machine learning models for robust prediction of water quality index and classification	5
Enhancing object detection in underwater aquatic system with yolo-transformer hybrid model and Iot sensor integration	5
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	5
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models	5
Optimal charging station placement for autonomous robots in drinking water networks	5
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	5
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco	5
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process	5
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions	5
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example	5
Machine learning techniques for flood forecasting	5
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge	5
Knowledge-driven intelligent recommendation method for emergency plans in water diversion projects	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
Utilizing waveform synthesis in harmonic oscillator seasonal trend model for short- and long-term streamflow drought modeling and forecasting	5
Coupled sink and flow accumulation analyses with single flow direction and multiple flow direction algorithms	5
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms	5
Using statistical and machine learning approaches to describe estuarine tidal dynamics	5
Assessing the impact of an arch-dam breach magnitude and reservoir inflow on flood maps	5
Hydrovars: an R tool to collect hydrological variables	5
Water distribution network leak localization with histogram-based gradient boosting	5
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	4
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	4
Optimizing pipeline systems with surge tanks using a dimensionless transient model	4
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	4
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	4
Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City	4
Adoption of Machine Learning Technique in Nile River Islands Classification	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
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	4
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	4
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	4
Discharge of a siphon spillway under submerged exit condition	4
Fuzzy solution of nonlinear Boussinesq equation	4
Future precipitation patterns: investigating the IDF curve shifts under CMIP6 pathways	4
Approaches for unsupervised identification of data-driven models for flow forecasting in urban drainage systems	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
Sensor placement in water distribution networks using centrality-guided multi-objective optimisation	4

Modeling ion constituents in the Sacramento-San Joaquin Delta using multiple machine learning approaches	4
A pre-training model based on CFD for open-channel velocity field prediction with small sample data	4
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	4
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	4
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	4
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	4
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	4
A 2D hydrodynamic model-based method for efficient flood inundation modelling	4
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	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
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
Development of a reservoir operation model determining the pre-release strategy for the flood events	4
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data	4
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	4
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	4
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	4
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	4
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	4
Field validation of a pressure transient source localization method in a water distribution network	4
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	4
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff	3
Multivariate adaptive regression splines-assisted approximate Bayesian computation for calibration of complex hydrological models	3
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods	3
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	3
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	3
Applying optimization methods for automatic calibration of 3D morphodynamic numerical models of shallow reservoirs: comparison between lozenge- and hexagon-shaped reservoirs	3
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	3
Enhanced forecasting of multi-step ahead daily soil temperature using advanced hybrid vote algorithm-based tree models	3
Assessing spatial variation in water supply of a city using dasymetric mapping	3
Identification of defects on the inner wall of water supply pipes based on the optimized residual network	3
Kernel-based framework for improved prediction of discharge coefficient in vertically supported cylindrical weirs	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
Using a fish entrainment model assistant in a reservoir operation in China	3
Numerical assessment of the water-flow hazard to workers in the water disaster of underground mine	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
Artificial intelligence-enhanced web application approach to data management in the WIDER UPTAKE project	3
A review on how machine learning can be beneficial for sensor data quality control and imputation in water resources management	3
Soil moisture data using citizen science technology cross-validated by satellite data	3
Characterization of groundwater potability and irrigation potential in Uttar Pradesh, India using water quality index and multivariate statistics	3
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques	3
F28: A novel coupling strategy for 1D/2D hydraulic models for flood risk assessment of the Mekong Delta	3
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	3
Research on river velocity and flow estimation based on scalar transport equation	3
A microservice architecture for leak localization in water distribution networks using hybrid AI	3
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	3
Leak detection in water distribution networks based on graph signal processing of pressure data	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
Application of hybrid algorithms in an optimal allocation model of water and land resources	3
A continental-scale predictive simulation tool for accidental spills in major South American water courses	3
Evaluation of effective parameters of Manning roughness coefficients in HDPE culverts via kernel-based approaches	3
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana	3
Assessment of groundwater quality and its vulnerability for safe drinking purpose	3
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	3
Temporal modelling of long-term heavy metal concentrations in aquatic ecosystems	3
An improved pressure–velocity correction-based 2D flood simulation model on non-staggered grid arrangement	3
A new approach for explicit approximation of the Colebrook–White formula for pipe flows	3
A parallel multi-objective optimization based on adaptive surrogate model for combined operation of multiple hydraulic facilities in water diversion project	3
Complex network modeling of a river basin: an application to the Guadalquivir River in Southern Spain	3
Economic comparison between an optimized and a traditional sewer system design	3
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems	3
Prediction of maximum scour depth in river bends by the Stacking model	3
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–2020	3
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods	3
Fluid transient analysis by the method of characteristics using an object-oriented simulation tool	3
PAVLIB4SWAT: a Python analysis and visualization tool and library based on Kepler.gl for SWAT models	3
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	3
A digital water strategy based on the digital water service concept to support asset management in a real system	3
Providing solutions for data scarcity in urban flood modeling through sensitivity analysis and DEM modifications	3
Chlorine dosage management in drinking water systems: comparing Bayesian optimization to evolutionary algorithms	3
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels	3
Machine learning approaches for anomalous storm pattern identification	3
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers	3
Conjunctive management of groundwater and surface water resources using a hybrid simulation–optimization method	3
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks	3
A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression	3
Resilience effect of decentralized detention system to extreme flooding events	2
An improved multifractal detrended fluctuation analysis method for estimating the dynamic complexity of electrical conductivity of karst springs	2
The impacts of climate change on meteorological drought in the Central Highlands region of Vietnam	2
Estimation of the longitudinal dispersion coefficient via a fusion of optimized models	2
Numerical study of submerged hydraulic jumps over triangular macroroughnesses	2
Short-duration prediction of urban storm-water levels using the residual-error ensemble correction technique	2
A synergistic approach to water level prediction: integrating nature-inspired optimizing algorithms with deep learning models in the Shibsha River system	2
A methodology for integrating time-lagged rainfall and river flow data into machine learning models to improve prediction of quality parameters of raw water supplying a treatment plant	2
Probing the complexities of optimal flow in open channels: experimental and numerical validation with diversion flow	2
Enhancing river discharge inversion for the midstream Jialing River (China) using the Google Earth Engine platform	2
Investigating optimal 2D hydrodynamic modeling of a recent flash flood in a steep Norwegian river using high-performance computing	2
Hydro-abrasive erosion in Kaplan turbines: a case study	2
Groundwater level dynamic simulation and soil salinization prediction of the closed hydrogeological unit in the arid irrigation area	2
Integrated machine learning and GIS-based bathtub models to assess the future flood risk in the Kapuas River Delta, Indonesia	2
Comparing alternative PDA solvers with EPANET	2
Accuracy of conventional fusion algorithms for precipitation estimates across the Chinese mainland	2
Data-driven approaches for pipe life prognosis in water distribution networks: the Barcelona water distribution network case study	2
Temporal and spatial satellite data augmentation for deep learning-based rainfall nowcasting	2