Journal of Hydroinformatics

Article	Citations
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	30
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	26
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	25
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	22
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	21
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	21
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	20
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	20
From digital twin paradigm to digital water services	19
Quality monitoring of inland water bodies using Google Earth Engine	18
Self-attention transformer model for pan evaporation prediction: a case study in Australia	18
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	17
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	17
Prediction of groundwater levels using a long short-term memory (LSTM) technique	17
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	16
Reservoir computing for modeling and predicting stream chemistry	16
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	15
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	15
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	15
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	15
Characterisation of low-Reynolds number flow through an orifice: CFD results vs. laboratory data	15
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	14
An enhanced method for automated end-use classification of household water data	14

A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	14
Complexity of hydrometeorological variables: false nearest neighbour algorithm	14
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	14
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	13
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	13
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	13
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	12
A decision support tool for optimising groundwater-level monitoring networks using an adaptive genetic algorithm	12
Comparative analysis of ensemble learning algorithms in water quality prediction	12
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	11
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	11
Generation of harmonised pluvial flood hazard maps through decentralised analytics	11
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	11
Separation of pressure signals caused by waves traveling in opposite directions	11
Effects of pumping flow rates on the estimation of hydrogeological parameters	11
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains	11
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	11
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change	10
Flood risk assessment and flow modeling of the Stalos stream area	10
Detecting, extracting and classifying foreign objects in inter-basin channels to ensure water supply safety	10
Effects of rainfall pattern classification methods on the probability estimation of typhoon-induced debris-flow occurrence	10
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	10
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion	10
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field	10
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow	10
A parsimonious setup for streamflow forecasting using CNN-LSTM	9
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	9
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management	9
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets	9
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	9
Digital twin for a real-time leakage detection and localization in pressurized piping systems	9
Modelling hydraulic conductivity of porous media using machine learning techniques	9
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	9
Feasibility of using smart meter water consumption data and in-sewer flow observations for sewer system analysis: a case study	9
Highlighting the role of the model user and physical interpretation in urban flooding simulation	9
Evaluation of hydrodynamic behavior of biosand filters using computational fluid dynamics combined with the design of experiments	9
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	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
Influence of land use activities on predicted soil loss in a semi-arid river basin	9
Smart River Information Services in managing Nile River navigation system	8
A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework	8
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling	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
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
Assessment of physiochemical parameters of the Tawi River of Jammu and Kashmir, India for drinking and agricultural purposes	8
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	8
Disinfection scheduling in water distribution networks considering input time-delay uncertainty	8
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	8
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes	8

Research on a cloud model intelligent computing platform for water resource management	8
Quality control of hourly rain gauge data based on radar and satellite multi-source data	8
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?	8
A comparative study of machine learning models for river topography prediction under different data abundance	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
Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index	7
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	7
Smart solutions for pipeline protection: utilizing artificial neural networks to adequate device selection against hydraulic transients	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
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	7
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	7
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	7
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	7
Integrative deep learning framework for analysing population density shifts and flood inundation patterns	7
GEP- and MLR-based equations for stable channel analysis	7
A method of estimating imperviousness for the catchment modelling of urban environments	6
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	6
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	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
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	6
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	6
Rehabilitation of water distribution networks: when and how to rehabilitate	6
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	6
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	6
Smart Water and Digital Transition in Water Systems	6
Developing and testing a web-based platform for visualizing flow in a watershed	6
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	6
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	5
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin	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
Optimal charging station placement for autonomous robots in drinking water networks	5
Water distribution network leak localization with histogram-based gradient boosting	5
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	5
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	5
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	5
Utilizing waveform synthesis in harmonic oscillator seasonal trend model for short- and long-term streamflow drought modeling and forecasting	5
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example	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
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	5
Machine learning-enabled calibration of river routing model parameters	5
Machine learning for postprocessing ensemble streamflow forecasts	5
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	5
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices	5
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	5
Coupled sink and flow accumulation analyses with single flow direction and multiple flow direction algorithms	5
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	4
Hydrovars: an R tool to collect hydrological variables	4
Using statistical and machine learning approaches to describe estuarine tidal dynamics	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
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms	4
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models	4
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	4
Sensor placement in water distribution networks using centrality-guided multi-objective optimisation	4
Bayesian geoadditive water pipe failure forecasting model by optimizingthe updating period	4
Approaches for unsupervised identification of data-driven models for flow forecasting in urban drainage systems	4
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India	4
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	4
A 2D hydrodynamic model-based method for efficient flood inundation modelling	4
Optimizing pipeline systems with surge tanks using a dimensionless transient model	4
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge	4
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	4
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects	4
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data	4
Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City	4
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	4
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	4
Adoption of Machine Learning Technique in Nile River Islands Classification	4
A hybrid wavelet-Lyapunov exponent model for river water quality forecast	4
Modeling ion constituents in the Sacramento-San Joaquin Delta using multiple machine learning approaches	4
Assessing the impact of an arch-dam breach magnitude and reservoir inflow on flood maps	4
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions	4
Water leakage detection and localization using hydraulic modeling and classification	4
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	4
Machine learning techniques for flood forecasting	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
Discharge of a siphon spillway under submerged exit condition	4
Urban flash flood hazard mapping using machine learning, Bahir Dar, Ethiopia	4
Development of a reservoir operation model determining the pre-release strategy for the flood events	4
Fuzzy solution of nonlinear Boussinesq equation	3
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	3
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	3
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	3
Soil moisture data using citizen science technology cross-validated by satellite data	3
Future precipitation patterns: investigating the IDF curve shifts under CMIP6 pathways	3
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks	3
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	3
A digital water strategy based on the digital water service concept to support asset management in a real system	3
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	3
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	3
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana	3
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	3
A microservice architecture for leak localization in water distribution networks using hybrid AI	3
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	3
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	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 pre-training model based on CFD for open-channel velocity field prediction with small sample data	3
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	3
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers	3
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF	3
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques	3
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	3
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods	3
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	3
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	3
Economic comparison between an optimized and a traditional sewer system design	3
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	3
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	3
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	3
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	3
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	3
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	3
A parallel multi-objective optimization based on adaptive surrogate model for combined operation of multiple hydraulic facilities in water diversion project	3
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	3
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff	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
A zonal and segmentation analysis of the relationships between variations in sea-surface temperatures of the western Pacific Ocean and Southeast Asian rainfall	3
Prediction of maximum scour depth in river bends by the Stacking model	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
Using a fish entrainment model assistant in a reservoir operation in China	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
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels	2
Characterization of groundwater potability and irrigation potential in Uttar Pradesh, India using water quality index and multivariate statistics	2
Understanding the impact of population dynamics on water use utilizing multi-source big data	2
Application of multi-model ensemble averaging techniques for groundwater simulation: synthetic and real-world case studies	2
Fluid transient analysis by the method of characteristics using an object-oriented simulation tool	2
Multivariate adaptive regression splines-assisted approximate Bayesian computation for calibration of complex hydrological models	2
Enhanced forecasting of multi-step ahead daily soil temperature using advanced hybrid vote algorithm-based tree models	2
An OpenFOAM solver for computing suspended particles in water currents	2
Temporal modelling of long-term heavy metal concentrations in aquatic ecosystems	2
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	2
F28: A novel coupling strategy for 1D/2D hydraulic models for flood risk assessment of the Mekong Delta	2
An explainable machine learning approach to the prediction of pipe failure using minimum night flow	2
Complex network modeling of a river basin: an application to the Guadalquivir River in Southern Spain	2
Identification of defects on the inner wall of water supply pipes based on the optimized residual network	2
Evaluation of effective parameters of Manning roughness coefficients in HDPE culverts via kernel-based approaches	2
Applying optimization methods for automatic calibration of 3D morphodynamic numerical models of shallow reservoirs: comparison between lozenge- and hexagon-shaped reservoirs	2
Numerical assessment of the water-flow hazard to workers in the water disaster of underground mine	2
A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression	2
Sensitivity of model-based leakage localisation in water distribution networks to water demand sampling rates and spatio-temporal data gaps	2
Hydroinformatics-driven ecological value creation framework: a study on ecosystem services Co-production in the Xinghua Duotion ecosystem, China	2
A fully automated and generic spatial discretization procedure for cultivated landscapes with human-made landscape elements	2
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems	2
An integrated cyberinfrastructure system for water quality resources in the Upper Mississippi River Basin	2
A new approach for explicit approximation of the Colebrook–White formula for pipe flows	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
Providing solutions for data scarcity in urban flood modeling through sensitivity analysis and DEM modifications	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
Assessment of groundwater quality and its vulnerability for safe drinking purpose	2
An improved pressure–velocity correction-based 2D flood simulation model on non-staggered grid arrangement	2
Machine learning approaches for anomalous storm pattern identification	2
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–2020	2
Discharge modeling and characteristic analysis of semi-circular side weir based on the soft computing method	2
Artificial intelligence-enhanced web application approach to data management in the WIDER UPTAKE project	2
A continental-scale predictive simulation tool for accidental spills in major South American water courses	2
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	2
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	2
Estimation of aerator air demand by an embedded multi-gene genetic programming	2
The multi-point hydraulic control method for advanced controller design of the open canal irrigation systems	2
PAVLIB4SWAT: a Python analysis and visualization tool and library based on Kepler.gl for SWAT models	2
Spatiotemporal dynamic of soil erosion in the Roraya River Basin based on RUSLE model and Google Earth Engine	2
Conjunctive management of groundwater and surface water resources using a hybrid simulation–optimization method	2
Energy analysis of transient flow with cavitation by considering the effect of water temperature in viscoelastic pipes	2
Leak detection in water distribution networks based on graph signal processing of pressure data	2
Detailed experimental and numerical analysis of hydrodynamics in the outflow measurement channel of a sewage treatment plant	2
A deep learning technique-based automatic monitoring method for experimental urban road inundation	2
Kernel-based framework for improved prediction of discharge coefficient in vertically supported cylindrical weirs	2
Chlorine dosage management in drinking water systems: comparing Bayesian optimization to evolutionary algorithms	2
Application of hybrid algorithms in an optimal allocation model of water and land resources	2