OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Hydroinformatics is 4. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Enhancing groundwater predictions by incorporating response lag effects in machine learning models	34
Using applications of machine learning models for predicting and analyzing scour depth at the submerged weir	31
A comparative study of machine learning models for river topography prediction under different data abundance	30
Genetic programming for hydrological applications: to model or to forecast that is the question	27
Simulation and prediction of hydraulic jump characteristics over expanding rough beds using FLOW-3D and soft computing techniques	25
Assessment of naturally occurring radionuclides in the coastal sediment with statistical analysis of radiological risk parameters	24
Prediction of river water temperature using machine learning algorithms: a tropical river system of India	22
A genetic algorithm's novel rainfall distribution method for optimized hydrological modeling at basin scales	21
Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing	21
Quality monitoring of inland water bodies using Google Earth Engine	20
An evolutionary bargaining framework for allocating water and reclaimed wastewater in agricultural regions	19
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	19
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	18
Estimation of aerator air demand by an embedded multi-gene genetic programming	17
Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm	17
Integrative deep learning framework for analysing population density shifts and flood inundation patterns	17
Reservoir computing for modeling and predicting stream chemistry	16
The effect of triangular prismatic elements on the hydraulic performance of stepped spillways in the skimming flow regime: an experimental study and numerical modeling	16
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	16
Analysis of discharge characteristics of a symmetrical stepped labyrinth side weir based on global sensitivity	16
Assessment of suitable minimum ecological flow downstream of a dam in the Upper Yellow River based on native fish conservation	15
Effect of ship-lock-induced surges on navigation safety in a branched lower approach channel system	15
Erratum: Journal of Hydroinformatics 1 November 2023; 25 (6): 2253–2267; Optimal charging station placement for autonomous robots in drinking water networks, Mario Castro-Gama, Yvonne Hassink-M	15
Corrigendum: Journal of Hydroinformatics 1 January 2024; 26 (1): 304–318. Experimental and numerical investigation of Engineered Injection and Extraction (EIE) induced with three-dimensional fl	14
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	14

Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism	13
Client-side web-based model coupling using basic model interface for hydrology and water resources	13
Spatiotemporal dynamic of soil erosion in the Roraya River Basin based on RUSLE model and Google Earth Engine	13
A two-dimensional hydrodynamic urban flood model based on equivalent drainage of manholes	13
Water quality emergency monitoring networks: A method for identifying non-critical variables based on Shannon's entropy	13
Satellite-based investigation of water stress at the basin scale: an integrated analysis of downscaled GRACE estimates and remotely sensed data	13
Sensitivity of model-based leakage localisation in water distribution networks to water demand sampling rates and spatio-temporal data gaps	12
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	12
An integrated cyberinfrastructure system for water quality resources in the Upper Mississippi River Basin	12
Hybrid feedforward-feedback LQR controller based on model prediction for open channel water level control	12
Predicting hydraulic jump characteristics in a gradually expanding stilling basin with roughness elements by Sugeno Fuzzy Logic	11
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	11
Intercomparison of machine learning methods for statistical downscaling of daily temperature under CMIP6 scenarios: a case study from Iran	11
GEP- and MLR-based equations for stable channel analysis	11
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	11
The multi-point hydraulic control method for advanced controller design of the open canal irrigation systems	11
Identifying and interpreting extreme rainfall events using image classification	11
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	11
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	10
Energy analysis of transient flow with cavitation by considering the effect of water temperature in viscoelastic pipes	10
Application of black-box models based on artificial intelligence for the prediction of chlorine and TTHMs in the trunk network of Bogotá, Colombia	10
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	10
From digital twin paradigm to digital water services	10
An OpenFOAM solver for computing suspended particles in water currents	10
Methodology for the study of the traceability of runoff water feeding reservoirs	10
Operation safety evaluation system of ship lock based on extension evaluation and combination weighting method	10
Rainfall erosivity assessment over a flooding basin, Kelani River basin, Sri Lanka	9
Application of real-time water temperature prediction system in winter for long-distance water diversion projects	9
Impact of the model structure and calibration strategy on baseflow modeling in the German low mountain range	9
Advancing integrated river basin management and flood forecasting in the Cagne catchment: a combined approach using deterministic distributed models	9
Simulation of dam-break flood and risk assessment: a case study of Chengbi River Dam in Baise, China	9
Impact of downstream obstructions on ogee weir efficiency: a regression analysis	9
Spatio-temporal nonstationarity analysis and change point detection in multivariate hydrological time-series	9
A WaveNet-based convolutional neural network for river water level prediction	9
Multivariate spatio-temporal modeling of drought prediction using graph neural network	9
Detailed experimental and numerical analysis of hydrodynamics in the outflow measurement channel of a sewage treatment plant	8
Application of multi-model ensemble averaging techniques for groundwater simulation: synthetic and real-world case studies	8
A novel medium- and long-term runoff combined forecasting model based on different lag periods	8
Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data	8
Multi-time-scale input approaches for hourly-scale rainfall–runoff modeling based on recurrent neural networks	8
Fuzzy solution of nonlinear Boussinesq equation	8
Investigating water quality dynamics in distribution networks with dynamically adaptive connectivity	8
Algorithms to mimic human interpretation of turbidity events from drinking water distribution systems	8
Efficient functioning of a sewer system: application of novel hybrid machine learning methods for the prediction of particle Froude number	8
Spatial rainfall estimation applying machine learning techniques in a semi-arid basin	7
Preserving stationary discontinuities in two-layer shallow water equations with a novel well-balanced approach	7
A feature extraction method based on the entropy-minimal description length principle and GBDT for common surface water pollution identification	7
Prediction of groundwater levels using a long short-term memory (LSTM) technique	7
Tocap: a web tool for ad-hoc campaign planning in terrestrial hydrology	7
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	7

Prediction of contraction channel scour depth: based on interpretability analysis and PCA-enhanced SVR	7
Self-attention transformer model for pan evaporation prediction: a case study in Australia	7
Predicting groundwater level based on remote sensing and machine learning: a case study in the Rabat-Kénitra region	7
Continuous discharge monitoring of the Mirim-São Gonçalo system by the index velocity rating curve method	7
An information-theoretic study of rainfall time series through the Dempster–Shafer approach over a meteorological subdivision of India	7
Prediction of multi-sectoral longitudinal water withdrawals using hierarchical machine learning models	7
A framework for forecasting the hourly nodal water demand and improving the performance of real-time hydraulic models considering model uncertainty	7
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	7
A fully automated and generic spatial discretization procedure for cultivated landscapes with human-made landscape elements	7
Stormwater hydrographs from the highly urbanized catchment for synthetic rainfalls with linear patterns	6
Estimation of contamination release histories using meshless radial point collocation method and multiverse optimization	6
Prediction of maximum scour depth in river bends by the Stacking model	6
Comparison of EEMD-ARIMA, EEMD-BP and EEMD-SVM algorithms for predicting the hourly urban water consumption	6
The effects of flow pulses on river plumes in the Yellow River Estuary, in spring	6
A hybrid dynamic graph neural network framework for real-time anomaly detection	6
Quantitative assessment of irrigation water and organic/inorganic amendment on biometric growth profiles ofAbelmoschus esculentusandSolanum lycopersicumand their varieties	6
Smart Water and Digital Transition in Water Systems	6
Editorial – Making Water Smart	6
Evaluating the impact of different decomposition methods on the accuracy of reference evapotranspiration forecasts in humid regions	6
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data	6
Data-driven modeling of sluice gate flows using a convolutional neural network	6
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	6
Water distribution network expansion: an evaluation from the perspective of complex networks and hydraulic criteria	5
Development and validation of a rating curve for the Ganga River at the Varanasi bend	5
Modeling probabilistic-based reliability assessment of gridded rainfall thresholds for shallow landslide occurrence due to the uncertainty of rainfall in time and space	5
A synergistic approach to morphotectonic evolution for watershed management in the Bearma River Basin, Central India	5
Adaptive hybrid architecture for enhancement of the complex hydroclimatic system and assessment of freshwater security	5
Physics-enhanced machine learning models for streamflow discharge forecasting	5
Daily rainfall assimilation based on satellite and weather radar precipitation products along with rain gauge networks	5
Identifying the pathways of extreme rainfall in South Africa using storm trajectory analysis and unsupervised machine learning techniques	5
Verifying an improved intermittent water distribution network analysis method based on EPA-SWMM	5
Assessing spatial variation in water supply of a city using dasymetric mapping	5
An interpretable machine learning model for predicting cavity water depth and cavity length based on XGBoost–SHAP	5
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,	5
Understanding the impact of population dynamics on water use utilizing multi-source big data	5
Developing and testing a web-based platform for visualizing flow in a watershed	5
3D-CFD analysis of bedload transport in channel bifurcations	5
Complexity of hydrometeorological variables: false nearest neighbour algorithm	5
A combination approach for optimization operation of multi-objective cascade reservoir systems (Case study: Karun reservoirs)	5
Three-phase data augmentation for the prediction of sediment flux in mountain basins during typhoon events	5
Modeling an evaluation framework for adding IoT water-level sensors based on ANN-derived 2D inundation simulations	5
Behavior of LSTM and Transformer deep learning models in flood simulation considering South Asian tropical climate	5
Predicting cyanobacteria abundance with Bayesian zero-inflated models	5
Modelling public social values of flood-prone land use using the GIS application SolVES	5
Suitability evaluation of an equivalent porous medium method for characterizing 2-D flow based on the fracture fractal dimension	5
Developing improved machine learning methods to predict the flow characteristics through vertical and horizontal transitions in open channels	5
Estimating critical depth and discharge over sloping rough end depth using machine learning	5
Calibration and prediction uncertainty analysis of a hydraulic-water quality coupling model using a modified moth-flame optimizer	4
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	4
Economic comparison between an optimized and a traditional sewer system design	4
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	4
Enhancing hydrological predictions: optimised decision tree modelling for improved monthly inflow forecasting	4
Investigating the impact of clay percentage on scouring downstream of labyrinth weirs	4
Numerical simulation of the water flow field on subway stairs and evaluation of people safety evacuation	4
Combined use of LS-PIV and CFD for the characterization of turbulent flow in the contact chamber of ‘COSTA AZUL’ wastewater treatment plant, Carlos Paz	4
Flood impact assessment in remote areas using machine learning, SAR, and GIS: a case study of Ngabang District, Indonesia	4
Experimental study on non-Darcian flow through a single artificial fracture for different fracture apertures and surface roughness	4
A 2D numerical model for simulating landslide dam failure and induced morphological changes considering multi-layer and non-uniform sediments	4
Rehabilitation of water distribution networks: when and how to rehabilitate	4
Low complexity single-layer neural network for enhanced rainfall estimation using microwave links	4
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	4
Predicting temporal clear water scour depth around bridge piers with XGBoost and SVM–PSO approaches	4
A microservice architecture for leak localization in water distribution networks using hybrid AI	4
Vision-based texture and color analysis of waterbody images using computer vision and deep learning techniques	4
A scenario-based coupled SWAT-MODFLOW decision support system for advanced water resource management	4
Forecasting daily rainfall in a humid subtropical area: an innovative machine learning approach	4
Assessing the performances and transferability of graph neural network metamodels for water distribution systems	4
Distributed Muskingum model with a Whale Optimization Algorithm for river flood routing	4
Smart pressure management extension for EPANET: source code enhancement with a dynamic pressure reducing valve model	4
Comparative analysis of ensemble learning algorithms in water quality prediction	4
A metamodel for sensitivity and uncertainty analysis in the modeling of loss of life due to dam failures	4
Can stormwater runoff measurements be used for weather radar rainfall adjustment?	4
Formation of meandering streams in a young floodplain within the Yarlung Tsangpo Grand Canyon area in the Tibetan Plateau	4
A method of estimating imperviousness for the catchment modelling of urban environments	4
Experiment on streambed armoring with clusters and its influence on bed-load dynamics	4
A shock-capturing meshless method for solving the one-dimensional Saint-Venant equations on a highly variable topography	4