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 2020-04-01 to 2024-04-01.)

Article	Citations
Deep learning convolutional neural network in rainfall–runoff modelling	111
Riprap incipient motion for overtopping flows with machine learning models	60
Ensemble-based machine learning approach for improved leak detection in water mains	35
An ethical decision-making framework with serious gaming: a smart water case study on flooding	33
Deep learning under H2O framework: A novel approach for quantitative analysis of discharge coefficient in sluice gates	26
Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning	26
Water supply network pollution source identification by random forest algorithm	25
Assessment of artificial intelligence models for calculating optimum properties of lined channels	25
Characteristics of free and submerged hydraulic jumps over different macroroughnesses	22
Agent-based modelling of pedestrian responses during flood emergency: mobility behavioural rules and implications for flood risk analysis	22
Genetic programming for hydrological applications: to model or to forecast that is the question	20
Application of nature-inspired optimization algorithms to ANFIS model to predict wave-induced scour depth around pipelines	19
Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation	17
A novel framework for prediction of dam deformation based on extreme learning machine and Lévy flight bat algorithm	17
Experiments of an IoT-based wireless sensor network for flood monitoring in Colima, Mexico	17
Optimal hydropower operation of multi-reservoir systems: hybrid cellular automata-simulated annealing approach	16
Evaluating the performance of low impact development practices in urban runoff mitigation through distributed and combined implementation	16
Daily runoff forecasting based on data-augmented neural network model	16
Towards a hybrid algorithm for the robust calibration of rainfall–runoff models	15
Wavelet-based local mesh refinement for rainfall–runoff simulations	14
Capturing high-resolution water demand data in commercial buildings	14
Water leakage detection and localization using hydraulic modeling and classification	14
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data	13
Mid- to long-term runoff prediction by combining the deep belief network and partial least-squares regression	13
Decentralized ellipsoidal state estimation for linear model predictive control of an irrigation canal	13

A 2D HLL-based weakly coupled model for transient flows on mobile beds	12
Prediction of river water temperature using machine learning algorithms: a tropical river system of India	12
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	12
Optimization of dam's spillway design under climate change conditions	12
Taking water efficiency to the next level: digital tools to reduce non-revenue water	12
Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers	11
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	11
Simulation and optimization of control system operation and surface water allocation based on system dynamics modeling	11
Comparison of EEMD-ARIMA, EEMD-BP and EEMD-SVM algorithms for predicting the hourly urban water consumption	11
Ecological-environmental quality estimation using remote sensing and combined artificial intelligence techniques	11
Delineation of groundwater recharge zones in the Mitidja plain, north Algeria, using multi-criteria analysis	11
The applicability of ASCS_LSTM_ATT model for water level prediction in small- and medium-sized basins in China	10
A study of land subsidence problems by ALPRIFT for vulnerability indexing and risk indexing and treating subjectivity by strategy at two levels	10
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	10
Application study of IFAS and LSTM models on runoff simulation and flood prediction in the Tokachi River basin	10
A robust two-dimensional model for highly sediment-laden unsteady flows of variable density over movable beds	10
A novel medium- and long-term runoff combined forecasting model based on different lag periods	10
Data-driven asset management in urban water pipe networks: a proposed conceptual framework	10
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	10
Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	10
Interdependence of flow and pipe characteristics in transient induced contamination intrusion: numerical analysis	9
A comparison of artificial intelligence approaches in predicting discharge coefficient of streamlined weirs	9
Modeling of discharge in compound open channels with convergent and divergent floodplains using soft computing methods	9
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	9
A computationally efficient flash flood early warning system for a mountainous and transboundary river basin in Bangladesh	9
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India	9
Do direct and inverse uncertainty assessment methods present the same results?	9
An accurate and efficient scheme involving unsteady friction for transient pipe flow	9
Waste load allocation under uncertainty using game theory approach and simulation-optimization process	9
Leakage reduction in WDNs through optimal setting of PATs with a derivative-free optimizer	9
Advancing model calibration and uncertainty analysis of SWAT models using cloud computing infrastructure: LCC-SWAT	9
ANFIS- and GEP-based model for prediction of scour depth around bridge pier in clear-water scouring and live-bed scouring conditions	9
GRNN Model for prediction of groundwater fluctuation in the state of Uttarakhand of India using GRACE data under limited bore well data	9
Estimation of aerator air demand by an embedded multi-gene genetic programming	9
The potential of ensemble WT-EEMD-kernel extreme learning machine techniques for prediction suspended sediment concentration in successive points of a river	8
Introducing an economic agricultural water distribution in a hyper-arid region: a case study in Iran	8
Research on flood forecasting based on flood hydrograph generalization and random forest in Qiushui River basin, China	8
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	8
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	8
The potential of integrated hybrid pre-post-processing techniques for short- to long-term drought forecasting	8
Investigations of hydraulic transient flows in pressurized pipeline based on 1D traditional and 3D weakly compressible models	8
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	7
Numerical assessment of the vulnerability to impact erosion of a pump as turbine in a water supply system	7
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	7
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	7
Adaptation of flux-based solvers to 2D two-layer shallow flows with variable density including numerical treatment of the loss of hyperbolicity and drying/wetting fronts	7
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	7
Urban flood forecasting using a hybrid modeling approach based on a deep learning technique	7
A case study on the effect of smart meter sampling intervals and gap-filling approaches on water distribution network simulations	7
Flood-inundation modeling in an operational context: sensitivity to topographic resolution and Manning's n	7

Interactive decision support methodology for near real-time response to failure events in a water distribution network	7
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	7
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	7
Pipeline leak detection using the multiple signal classification-like method	6
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	6
A hybrid drought index for drought assessment in Wadi Shueib catchment area in Jordan	6
Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field	6
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	6
Embedded fuzzy-based models in hydraulic jump prediction	6
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	6
A GPU-based 2D shallow water quality model	6
Multi-objective optimization of groundwater monitoring network using a probability Pareto genetic algorithm and entropy method (case study: Silakhor plain)	6
Smart pressure management extension for EPANET: source code enhancement with a dynamic pressure reducing valve model	6
Data pre-processing and artificial neural networks for tidal level prediction at the Pearl River Estuary	6
Data assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnels	6
Discontinuous Galerkin well-balanced schemes using augmented Riemann solvers with application to the shallow water equations	6
TempNet – temporal super-resolution of radar rainfall products with residual CNNs	6
Multi-source data fusion method for structural safety assessment of water diversion structures	6
Design of irrigation canals with minimum overall cost using particle swarm optimization – case study: El-Sheikh Gaber canal, north Sinai Peninsula, Egypt	6
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	6
Design of an automatic hydro-meteorological observation network for a real-time flood warning system: a case study of Vu Gia-Thu Bon river basin, Vietnam	6
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	6
A scenario-based coupled SWAT-MODFLOW decision support system for advanced water resource management	5
Comparison of classic object-detection techniques for automated sewer defect detection	5
Application of multi-model ensemble averaging techniques for groundwater simulation: synthetic and real-world case studies	5
Evaluation of satellite precipitation products over Mexico using Google Earth Engine	5
Numerical solutions of hyperbolic systems of conservation laws combining unsteady friction and viscoelastic pipes	5
Feasibility of using smart meter water consumption data and in-sewer flow observations for sewer system analysis: a case study	5
Analysis of the performance of a hybrid CPU/GPU 1D2D coupled model for real flood cases	5
Modeling of contaminant concentration using the classification-based model integrated with data preprocessing algorithms	5
Uncertainty analysis of monthly river flow modeling in consecutive hydrometric stations using integrated data-driven models	5
Short-term water demand forecasting using data-centric machine learning approaches	5
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	5
Fuzzy solution of nonlinear Boussinesq equation	5
Suspended sediment modelling with hydrological and climate input data	5
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	5
Urban land-use land-cover extraction for catchment modelling using deep learning techniques	5
Comparing methods to place adaptive local RTC actuators for spill volume reduction from multiple CSOs	5
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	5
A hybrid wavelet-Lyapunov exponent model for river water quality forecast	5
Efficient approach toward the application of the Godunov method to hydraulic transients	5
Improved community detection for WDN partitioning in the dual topology based on segments and valves	5
Characterisation of low-Reynolds number flow through an orifice: CFD results vs. laboratory data	5
Insights into the prediction capability of roughness coefficient in current ripple bedforms under varied hydraulic conditions	5
Experimental dataset and numerical simulation of floating bodies transport in open-channel flow	5
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	5
Online leakage detection system based on EWMA-enhanced Tukey method for water distribution systems	5
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	5
Insights into enhanced machine learning techniques for surface water quantity and quality prediction based on data pre-processing algorithms	5
Airborne LiDAR-assisted deep learning methodology for riparian land cover classification using aerial photographs and its application for flood modelling	5
Estimation of parameters in groundwater modelling by modified Clonalg	5
Uncertainty based budget allocation of wastewater infrastructures' flood resiliency considering interdependencies	5