OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Hydroinformatics is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
Methodology for the study of the traceability of runoff water feeding reservoirs	33
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	31
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	31
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	30
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	27
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	27
Self-attention transformer model for pan evaporation prediction: a case study in Australia	27
Reservoir computing for modeling and predicting stream chemistry	26
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	23
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	22
Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	20
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	18
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	18
From digital twin paradigm to digital water services	18
Prediction of groundwater levels using a long short-term memory (LSTM) technique	17
Well-balanced finite volume model for transient mixed flow in sewer pipe network	17
Quality monitoring of inland water bodies using Google Earth Engine	17
Impact of downstream obstructions on ogee weir efficiency: a regression analysis	17
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	16
Time-efficient criticality analysis and placement of isolation valves with graph-based approaches in water distribution networks	16
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	16
Multi-market demand response from pump-controlled open canal systems: an economic MPC approach to pump-scheduling	16
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	15
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	15
Complexity of hydrometeorological variables: false nearest neighbour algorithm	15

Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	15
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	14
Comparative analysis of ensemble learning algorithms in water quality prediction	14
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	14
An enhanced method for automated end-use classification of household water data	13
Analysis of characteristic index and prediction of river bottom tearing scour in the Yellow River	13
Generation of harmonised pluvial flood hazard maps through decentralised analytics	13
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	13
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	13
Effects of pumping flow rates on the estimation of hydrogeological parameters	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
Detecting, extracting and classifying foreign objects in inter-basin channels to ensure water supply safety	13
Hydrodynamics of laminar pipe flow through an extended partial blockage by CFD	12
Data-driven and echo state network-based prediction of wave propagation behavior in dam-break flood	12
Separation of pressure signals caused by waves traveling in opposite directions	12
Machine learning for real-time reservoir operation simulation: comparing input variables and algorithms for the Sirikit Reservoir, Thailand	12
Flood risk assessment and flow modeling of the Stalos stream area	11
Integrated learning model for water intake capacity of Tyrolean weirs under supercritical flow	11
Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional flow field	11
Optimizing sensor placement for enhanced observability in water distribution networks	11
Digital twin for a real-time leakage detection and localization in pressurized piping systems	11
A comparative analysis of MLR, MARS, and GMDH techniques for predicting the recharge rate of a sand-mixed storm runoff filtration system	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
UAV-based approach for municipal solid waste landfill monitoring and water ponding issue detection using sensor fusion	11
Water level prediction model of the upper Yangtze River by cloud computing and AutoML	11
Modelling hydraulic conductivity of porous media using machine learning techniques	10
Development of a smart irrigation monitoring system employing the wireless sensor network for agricultural water management	10
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	10
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	10
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	10
Toward establishing a knowledge graph for drought disaster based on ontology design and named entity recognition	10
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets	10
A parsimonious setup for streamflow forecasting using CNN-LSTM	9
A novel hybrid model for long-term water quality prediction with the ‘decomposition–inputs–prediction’ hierarchical optimization framework	9
Research on a cloud model intelligent computing platform for water resource management	9
Is an artificial neural network (ANN) a reliable alternative to distributed models for combined sewer overflow (CSO) simulation?	9
Evaluation of hydrodynamic behavior of biosand filters using computational fluid dynamics combined with the design of experiments	9
Highlighting the role of the model user and physical interpretation in urban flooding simulation	9
Sensitivity of creep parameters to pressure fluctuation of transient flow in viscoelastic pipes	9
Artificial hummingbird algorithm-optimized boosted tree for improved rainfall-runoff modelling	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
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
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
Smart River Information Services in managing Nile River navigation system	8
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	8
Influence of land use activities on predicted soil loss in a semi-arid river basin	8

Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks	8
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	8
Integrating wavelet transform and support vector machine for improved drought forecasting based on standardized precipitation index	8
Optimizing urban flood management: enhancing urban drainage system efficiency under extreme rainfall events	8
Quality control of hourly rain gauge data based on radar and satellite multi-source data	8
Governance fragmentation and water data management in Palestine	8
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	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
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	7
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	7
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	7
A comparative study of machine learning models for river topography prediction under different data abundance	7
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	7
Integrative deep learning framework for analysing population density shifts and flood inundation patterns – a case study of the Sundarbans	7
GEP- and MLR-based equations for stable channel analysis	7
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	7
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	7
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	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
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	7
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	7
Smart solutions for pipeline protection: Utilizing artificial neural networks to adequate device selection against hydraulic transients	7
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	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
Quantitative assessment of computational efficiency of numerical models for surface flow simulation	6
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	6
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	6
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	6
A method of estimating imperviousness for the catchment modelling of urban environments	6
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	6
Using computer vision to monitor ice conditions in water supply infrastructure: a study of salient image features	6
Simulated annealing algorithm optimized GRU neural network for urban rainfall-inundation prediction	6
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	6
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	6
Rehabilitation of water distribution networks: when and how to rehabilitate	6
Developing and testing a web-based platform for visualizing flow in a watershed	6
Machine learning for postprocessing ensemble streamflow forecasts	6
Dissolved oxygen determination in sewers using flow hydraulic parameters as part of a physical-biological simulation model	6
Flood risk assessment using machine learning, hydrodynamic modelling, and the analytic hierarchy process	6
Machine learning-enabled calibration of river routing model parameters	6
Leveraging level data for accurate downstream flow prediction in the Narmada River Basin with advanced machine learning models	5
Identifying the primary drivers of soil erosion through machine learning: A comparative analysis of three algorithms	5
On the operational optimization of pump storage systems in water supply systems using PATs and time-differentiated energy prices	5
Advanced machine learning for predicting groundwater decline and drought in the Rabat–Salé–Kénitra region, Morocco	5
Interpretable GBDT model-based multi-objective optimization analysis for the lateral inlet/outlet design in pumped-storage power stations	5
Development of a reservoir operation model determining the pre-release strategy for the flood events	5
Hydraulic characteristics optimization of an airfoil pillar-shaped flume based on the Hicks–Henne function and NSGA-II algorithm	5
Knowledge-driven intelligent recommendation method for emergency plans in water diversion projects	5
Using statistical and machine learning approaches to describe estuarine tidal dynamics	5
Leveraging historic streamflow and weather data with deep learning for enhanced streamflow predictions	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
Streamflow prediction using Long Short-Term Memory networks: a case study at the Kratie Hydrological Station, Mekong River Basin	5
Modeling of truncated normal distribution for estimating hydraulic parameters in water distribution systems: taking nodal water demand as an example	5
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	5
Hydrovars: an R tool to collect hydrological variables	5
Analytical and numerical solutions to describe water table fluctuations due to canal seepage and time-varying recharge	5
Water distribution network leak localization with histogram-based gradient boosting	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
Optimal charging station placement for autonomous robots in drinking water networks	5
Uncertainty analysis of impact factors for a comprehensive assessment of dam failure consequence under earthquake effects	5
Assessing the Riparian Squeeze in the Greater Bay Area based on multisource data	5
Advanced machine learning models for robust prediction of water quality index and classification	5