Journal of Hydroinformatics

Article	Citations
Methodology for the study of the traceability of runoff water feeding reservoirs	50
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	47
Prediction of groundwater levels using a long short-term memory (LSTM) technique	46
Quality monitoring of inland water bodies using Google Earth Engine	43
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	39
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	39
From digital twin paradigm to digital water services	38
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	33
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	33
Well-balanced finite volume model for transient mixed flow in sewer pipe network	30
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	28
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	28
Reservoir computing for modeling and predicting stream chemistry	27
Ensembles of machine learning and hydrodynamic numerical modeling for salinity simulations in a tidal estuary	27
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	23
Impact of downstream obstructions on ogee weir efficiency: a regression analysis	23
Basin-scale groundwater recharge potential mapping in the Yamuna river basin using AHP and MIF with long-term groundwater level analysis	22
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	22
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	22
Self-attention transformer model for pan evaporation prediction: a case study in Australia	22
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	21
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	21
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	21
Complexity of hydrometeorological variables: false nearest neighbour algorithm	21
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	21

Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	21
Time-efficient criticality analysis and placement of isolation valves with graph-based approaches in water distribution networks	21
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	20
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	20
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	17
Does ANN really acquire the physics of the system? A study using conceptual components from an established water balance model	17
An enhanced method for automated end-use classification of household water data	17
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	17
Comparative analysis of ensemble learning algorithms in water quality prediction	16
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	16
Quantitative estimation and fusion optimization of radar rainfall in the Duanzhuang watershed at the eastern foot of the Taihang Mountains	16
Separation of pressure signals caused by waves traveling in opposite directions	16
Effects of pumping flow rates on the estimation of hydrogeological parameters	16
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	16
Meteorological characteristics of line-shaped rainbands in northern Japan and its surrounding seas under climate change	15
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	15
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	15
Generation of harmonised pluvial flood hazard maps through decentralised analytics	15
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	15
Effects of rainfall pattern classification methods on the probability estimation of typhoon-induced debris-flow occurrence	14
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field	14
High-resolution urban flood risk mapping using indicator cokriging integrated with physical modelling and observational data	14
Optimizing sensor placement for enhanced observability in water distribution networks	14
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	14
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion	14
A comparative analysis of MLR, MARS, and GMDH techniques for predicting the recharge rate of a sand-mixed storm runoff filtration system	14
A subseasonal-to-seasonal runoff forecasting framework under uncertainty: application of numerical weather predictions and a Bayesian maximum entropy-based data fusion technique	14
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow	14
Modelling hydraulic conductivity of porous media using machine learning techniques	13
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	13
A novel machine learning-based framework for the water quality parameters prediction using hybrid long short-term memory and locally weighted scatterplot smoothing methods	13
A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework	13
Digital twin for a real-time leakage detection and localization in pressurized piping systems	13
A parsimonious setup for streamflow forecasting using CNN-LSTM	13
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets	13
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	13
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?	13
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	13
Enhancing accuracy and efficiency in calibration of drinking water distribution networks through evolutionary artificial neural networks and expert systems	13
A physics-informed fractional Hawkes framework for dry-spell onsets and drought memory in complex hydroclimates	13
A novel forecasting of continuous monthly streamflow based on lagged climate indices: uses of autoregressive integrated moving average and artificial neural network techniques	13
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management	13
Governance fragmentation and water data management in Palestine	12
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes	12
Smart River Information Services in managing Nile River navigation system	12
Research on a cloud model intelligent computing platform for water resource management	12
Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	12
Quality control of hourly rain gauge data based on radar and satellite multi-source data	12
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	12
Assessment of physiochemical parameters of the Tawi River of Jammu and Kashmir, India for drinking and agricultural purposes	11

Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index	11
Highlighting the role of the model user and physical interpretation in urban flooding simulation	11
Disinfection scheduling in water distribution networks considering input time-delay uncertainty	11
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling	11
Optimizing urban flood management: enhancing urban drainage system efficiency under extreme rainfall events	11
Leak noise filtering method for water supply pipeline based on main frequency-band matching and VSS-LMS	11
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	11
Adaptive grid algorithms for computing local scour with OpenFOAM	10
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	10
Influence of land use activities on predicted soil loss in a semi-arid river basin	10
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	10
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	10
Integrative deep learning framework for analysing population density shifts and flood inundation patterns – a case study of the Sundarbans	10
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	10
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	10
Smart solutions for pipeline protection: Utilizing artificial neural networks to adequate device selection against hydraulic transients	9
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	9
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	9
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	9
A method of estimating imperviousness for the catchment modelling of urban environments	9
A comparative study of machine learning models for river topography prediction under different data abundance	9
Integrating MFDFA with hybrid deep learning for enhanced daily precipitation-runoff prediction in the Minjiang River Basin	9
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	9
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	9
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	9
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	9
Rehabilitation of water distribution networks: when and how to rehabilitate	9
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	9
Smart Water and Digital Transition in Water Systems	9
Developing and testing a web-based platform for visualizing flow in a watershed	8
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco	8
A deep learning approach for urban pluvial flood depth estimation using citizen-generated data and physics-based validation	8
Optimal charging station placement for autonomous robots in drinking water networks	8
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices	8
Machine learning-enabled calibration of river routing model parameters	8
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	8
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	8
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin	8
Utilizing waveform synthesis in harmonic oscillator seasonal trend model for short- and long-term streamflow drought modeling and forecasting	8
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects	8
Coupled sink and flow accumulation analyses with single flow direction and multiple flow direction algorithms	8
Optimising water allocation with hybrid machine learning–water evaluation and planning under climate and population pressure in Upper Awash–Akaki, Ethiopia	8
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	8
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	8
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process	8
Corrigendum: Journal of Hydroinformatics 1 November 2023; 25 (6): 2660–2674; Development of a lightweight convolutional neural network-based visual model	8
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example	8
Model predictive control based on an integrator delay coupled model applied to open canal irrigation systems	8
Towards HydroLLM: approaches for building a domain-specific language model for hydrology	8
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	8
Machine learning for postprocessing ensemble streamflow forecasts	8
Advanced machine learning models for robust prediction of water quality index and classification	7
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions	7
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms	7
Enhancing object detection in underwater aquatic system with YOLO-transformer hybrid model and IoT sensor integration	7
Knowledge-driven intelligent recommendation method for emergency plans in water diversion projects	7
Development of a reservoir operation model determining the pre-release strategy for the flood events	7
Water distribution network leak localization with histogram-based gradient boosting	7
Pressure sensor placement for water distribution network calibration based on graph-theoretic approaches	7
Corrigendum: Journal of Hydroinformatics , 26 (11), 2939–2961: A metamodel for sensitivity and uncertainty analysis in the modeling of loss of life due t	7
Using statistical and machine learning approaches to describe estuarine tidal dynamics	7
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge	7
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data	7
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	7
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models	7
Modeling ion constituents in the Sacramento-San Joaquin Delta using multiple machine learning approaches	7
Sensor placement in water distribution networks using centrality-guided multi-objective optimisation	7
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	7
A data processing and governance framework implemented as software to enable utility customer data de-identification and sharing	6
Explainable AI for aquatic environmental intelligence: a SHAP-enhanced LSTM approach using high-frequency water quality data in a river system	6
Discharge of a siphon spillway under submerged exit condition	6
Optimizing pipeline systems with surge tanks using a dimensionless transient model	6
Hydrovars: an R tool to collect hydrological variables	6
Numerical investigations of hydraulic transient and thermodynamic characteristics of water flow impacting air pocket inside pipe based on CLSVOF	6
Artificial intelligence for decentralized water systems: A smart planning agent based on reinforcement learning for off-grid camp water infrastructures	6
Urban flash flood hazard mapping using machine learning, Bahir Dar, Ethiopia	6
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	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
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	6

A pre-training model based on CFD for open-channel velocity field prediction with small sample data	6
A 2D hydrodynamic model-based method for efficient flood inundation modelling	6
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	6
Future precipitation patterns: investigating the IDF curve shifts under CMIP6 pathways	6
Field validation of a pressure transient source localization method in a water distribution network	6
Bayesian geoadditive water pipe failure forecasting model by optimizingthe updating period	6
Assessing the impact of an arch-dam breach magnitude and reservoir inflow on flood maps	6
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	6
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	6
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	5
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	5
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	5
Refined community-scale urban flood inundation model with real-time dynamic backflow simulation	5
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	5
A zonal and segmentation analysis of the relationships between variations in sea-surface temperatures of the western Pacific Ocean and Southeast Asian rainfall	5
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	5
Theoretical investigation of hysteresis loops in free-surface flow under sluice gates for power-law channels	5
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	5
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	5
A microservice architecture for leak localization in water distribution networks using hybrid AI	5
Fuzzy solution of nonlinear Boussinesq equation	5
An integrated framework for actionable flood warnings using high resolution satellite imagery	5
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	5
A parallel multi-objective optimization based on adaptive surrogate model for combined operation of multiple hydraulic facilities in water diversion project	5
Prediction of maximum scour depth in river bends by the Stacking model	5
Corrigendum: Journal of Hydroinformatics 1 September 2024; 26 (9): 2216–2234: Behavior of LSTM and Transformer deep learning models in flood simulation c	5
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	5
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods	5
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	5
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	5
Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	5
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	5
Economic comparison between an optimized and a traditional sewer system design	5
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	5
Assessing spatial variation in water supply of a city using dasymetric mapping	5
Assessment of groundwater quality and its vulnerability for safe drinking purpose	4
Exploring the effects of extreme events on cereal cropping systems in the Ganga River basin, Haryana	4
A continental-scale predictive simulation tool for accidental spills in major South American water courses	4
Analysis of a probabilistic approach for modelling and assessment of the water quality of rivers	4
Identification of defects on the inner wall of water supply pipes based on the optimized residual network	4
Hydroinformatics-driven ecological value creation framework: a study on ecosystem services Co-production in the Xinghua Duotion ecosystem, China	4
Energy analysis of transient flow with cavitation by considering the effect of water temperature in viscoelastic pipes	4
Cleanlet: a smart app for enhancing urban flood resilience through automated stormwater inlet management	4
Chlorine dosage management in drinking water systems: comparing Bayesian optimization to evolutionary algorithms	4
Using a fish entrainment model assistant in a reservoir operation in China	4
PAVLIB4SWAT: a Python analysis and visualization tool and library based on Kepler.gl for SWAT models	4
Machine learning approaches for anomalous storm pattern identification	4
Research on river velocity and flow estimation based on scalar transport equation	4
Leak detection in water distribution networks based on graph signal processing of pressure data	4
Regional and seasonal assessment of biases on high-resolution satellite precipitation estimations in peninsular Malaysia: 2011–2020	4
Fluid transient analysis by the method of characteristics using an object-oriented simulation tool	4
Visual blockage assessment at culverts using synthetic images to mitigate blockage-originated floods	4
Artificial intelligence-enhanced web application approach to data management in the WIDER UPTAKE project	4
An improved pressure–velocity correction-based 2D flood simulation model on non-staggered grid arrangement	4
Applying optimization methods for automatic calibration of 3D morphodynamic numerical models of shallow reservoirs: comparison between lozenge- and hexagon-shaped reservoirs	4
Conjunctive management of groundwater and surface water resources using a hybrid simulation–optimization method	4
Nonlinear behavior of urban flood peaks in the U.S. Mid-Atlantic region	4
GWO-driven adaptive runoff forecasting via hybrid deep learning networks of VMD-RPV and GRU-KAN	4
Kernel-based framework for improved prediction of discharge coefficient in vertically supported cylindrical weirs	4
Development and application of a hybrid artificial neural network model for simulating future stream flows in catchments with limited in situ observed data	4
An explainable machine learning approach to the prediction of pipe failure using minimum night flow	4
F28: A novel coupling strategy for 1D/2D hydraulic models for flood risk assessment of the Mekong Delta	4
Discharge modeling and characteristic analysis of semi-circular side weir based on the soft computing method	4
Providing solutions for data scarcity in urban flood modeling through sensitivity analysis and DEM modifications	4
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems	4
A digital water strategy based on the digital water service concept to support asset management in a real system	4
Multivariate adaptive regression splines-assisted approximate Bayesian computation for calibration of complex hydrological models	4
Modeling the rainfall–runoff process in the Bird Creek River Basin: a comparative analysis of conceptual and artificial neural network techniques	4
Capturing the attenuating influence of the Three Gorges Dam on downstream sediment loads using artificial neural networks	4
Enhanced forecasting of multi-step ahead daily soil temperature using advanced hybrid vote algorithm-based tree models	4
A new approach for explicit approximation of the Colebrook–White formula for pipe flows	4
Temporal modelling of long-term heavy metal concentrations in aquatic ecosystems	4
Detailed experimental and numerical analysis of hydrodynamics in the outflow measurement channel of a sewage treatment plant	4
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	4
FishMP: multi-scale parallel perception for efficient underwater fish detection	4
A stage-partitioned model for algal-induced flow resistance in canals	4
A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression	4
Evaluation of effective parameters of Manning roughness coefficients in HDPE culverts via kernel-based approaches	4
Application of hybrid algorithms in an optimal allocation model of water and land resources	4
Characterization of groundwater potability and irrigation potential in Uttar Pradesh, India using water quality index and multivariate statistics	4
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	4
A review on how machine learning can be beneficial for sensor data quality control and imputation in water resources management	4
Superiority of artificial neural networks over conventional hydrological models in simulating urban catchment runoff	4
Temporal and spatial satellite data augmentation for deep learning-based rainfall nowcasting	3
Accuracy of conventional fusion algorithms for precipitation estimates across the Chinese mainland	3
Daily reservoir inflow prediction using stacking ensemble of machine learning algorithms	3
Enhancing river discharge inversion for the midstream Jialing River (China) using the Google Earth Engine platform	3
Fast high-fidelity flood inundation map generation by super-resolution techniques	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
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	3
Investigating optimal 2D hydrodynamic modeling of a recent flash flood in a steep Norwegian river using high-performance computing	3
Hydro-abrasive erosion in Kaplan turbines: a case study	3
Resilience effect of decentralized detention system to extreme flooding events	3
Water distribution system modelling of GIS-remote sensing and EPANET for the integrated efficient design	3