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 2020-10-01 to 2024-10-01.)

Article	Citations
Ensemble-based machine learning approach for improved leak detection in water mains	44
An ethical decision-making framework with serious gaming: a smart water case study on flooding	34
Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning	33
Characteristics of free and submerged hydraulic jumps over different macroroughnesses	29
Genetic programming for hydrological applications: to model or to forecast that is the question	25
Experiments of an IoT-based wireless sensor network for flood monitoring in Colima, Mexico	24
Coupling the Xinanjiang model and wavelet-based random forests method for improved daily streamflow simulation	23
A comparison of artificial intelligence approaches in predicting discharge coefficient of streamlined weirs	20
Comparison of EEMD-ARIMA, EEMD-BP and EEMD-SVM algorithms for predicting the hourly urban water consumption	19
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data	19
A novel framework for prediction of dam deformation based on extreme learning machine and Lévy flight bat algorithm	18
Ensemble physically based semi-distributed models for the rainfall-runoff process modeling in the data-scarce Katar catchment, Ethiopia	18
Modeling of discharge in compound open channels with convergent and divergent floodplains using soft computing methods	17
Water leakage detection and localization using hydraulic modeling and classification	16
ANFIS- and GEP-based model for prediction of scour depth around bridge pier in clear-water scouring and live-bed scouring conditions	16
Prediction of river water temperature using machine learning algorithms: a tropical river system of India	15
Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods	14
Data-driven asset management in urban water pipe networks: a proposed conceptual framework	14
Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers	14
Capturing high-resolution water demand data in commercial buildings	13
Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition	13
Variability effect of hydrological regime on river quality pattern and its uncertainties: case study of Zarjoob River in Iran	13
Ecological-environmental quality estimation using remote sensing and combined artificial intelligence techniques	13
Short-term water demand forecasting using data-centric machine learning approaches	13
Urban flood forecasting using a hybrid modeling approach based on a deep learning technique	13

Impact of climate change on hydro-climatological parameters in North Cyprus: application of artificial intelligence-based statistical downscaling models	13
Investigation of satellite precipitation product driven rainfall-runoff model using deep learning approaches in two different catchments of India	12
An accurate and efficient scheme involving unsteady friction for transient pipe flow	12
Simulation and optimization of control system operation and surface water allocation based on system dynamics modeling	12
Towards design of compound channels with minimum overall cost through grey wolf optimization algorithm	12
Improved monthly runoff time series prediction using the CABES-LSTM mixture model based on CEEMDAN-VMD decomposition	12
Application study of IFAS and LSTM models on runoff simulation and flood prediction in the Tokachi River basin	12
Taking water efficiency to the next level: digital tools to reduce non-revenue water	12
Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?	11
The applicability of ASCS_LSTM_ATT model for water level prediction in small- and medium-sized basins in China	11
Advancing model calibration and uncertainty analysis of SWAT models using cloud computing infrastructure: LCC-SWAT	11
GRNN Model for prediction of groundwater fluctuation in the state of Uttarakhand of India using GRACE data under limited bore well data	10
A computationally efficient flash flood early warning system for a mountainous and transboundary river basin in Bangladesh	10
Real-time water quality detection based on fluctuation feature analysis with the LSTM model	10
A novel medium- and long-term runoff combined forecasting model based on different lag periods	10
Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey	10
Near real-time detection of blockages in the proximity of combined sewer overflows using evolutionary ANNs and statistical process control	10
Application of short time series analysis for the hydrodynamic characterization of a coastal karst aquifer: the Salento aquifer (Southern Italy)	9
Estimation of aerator air demand by an embedded multi-gene genetic programming	9
Evaluation of satellite precipitation products over Mexico using Google Earth Engine	9
Investigations of hydraulic transient flows in pressurized pipeline based on 1D traditional and 3D weakly compressible models	9
Uncertainty analysis of monthly river flow modeling in consecutive hydrometric stations using integrated data-driven models	9
Data pre-processing and artificial neural networks for tidal level prediction at the Pearl River Estuary	9
A balanced watershed decomposition method for rain-on-grid simulations in HEC-RAS	9
Reliability analysis of complex water distribution systems: the role of the network connectivity and tanks	9
Quality monitoring of inland water bodies using Google Earth Engine	9
The potential of integrated hybrid pre-post-processing techniques for short- to long-term drought forecasting	9
Short–long-term streamflow forecasting using a coupled wavelet transform–artificial neural network (WT–ANN) model at the Gilgit River Basin, Pakistan	9
Topological and hydraulic metrics-based search space reduction for optimal re-sizing of water distribution networks	9
Insights into the prediction capability of roughness coefficient in current ripple bedforms under varied hydraulic conditions	9
Application of a hybrid model based on GA–ELMAN neural networks and VMD double processing in water level prediction	9
Impact of climate and anthropogenic changes on current and future variability in flows in the Nyong River Basin (equatorial Central Africa)	9
Multi-source data fusion method for structural safety assessment of water diversion structures	9
Development of category-based scoring support vector regression (CBS-SVR) for drought prediction	9
Improved community detection for WDN partitioning in the dual topology based on segments and valves	9
Machine learning for postprocessing ensemble streamflow forecasts	9
Numerical simulation of groundwater in an unconfined aquifer with a novel hybrid model (case study: Birjand Aquifer, Iran)	8
The potential of ensemble WT-EEMD-kernel extreme learning machine techniques for prediction suspended sediment concentration in successive points of a river	8
Pareto-optimal design of water distribution networks: an improved graph theory-based approach	8
Airborne LiDAR-assisted deep learning methodology for riparian land cover classification using aerial photographs and its application for flood modelling	8
A hybrid wavelet-Lyapunov exponent model for river water quality forecast	8
Insights into enhanced machine learning techniques for surface water quantity and quality prediction based on data pre-processing algorithms	8
Interactive decision support methodology for near real-time response to failure events in a water distribution network	8
Fully coupled hydrological–hydrodynamic modeling of a basin–river–lake transboundary system in Southern South America	8
Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm	8
Introducing an economic agricultural water distribution in a hyper-arid region: a case study in Iran	8
Fuzzy linear regression analysis for groundwater response to meteorological drought in the aquifer system of Xanthi plain, NE Greece	8
An interpretable machine learning model for predicting cavity water depth and cavity length based on XGBoost–SHAP	8
Comparing methods to place adaptive local RTC actuators for spill volume reduction from multiple CSOs	7
A case study on the effect of smart meter sampling intervals and gap-filling approaches on water distribution network simulations	7

Multi-objective optimization of groundwater monitoring network using a probability Pareto genetic algorithm and entropy method (case study: Silakhor plain)	7
Calibration of hydrological models for ungauged catchments by automatic clustering using a differential evolution algorithm: The Gorganrood river basin case study	7
Embedded fuzzy-based models in hydraulic jump prediction	7
Correlation approach in predictor selection for groundwater level forecasting in areas threatened by water deficits	7
Incorporating non-uniformity and non-linearity of hydrologic and catchment characteristics in rainfall–runoff modeling using conceptual, data-driven, and hybrid techniques	7
Comparison of classic object-detection techniques for automated sewer defect detection	7
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	7
Interactive hydrological modelling and simulation on client-side web systems: an educational case study	7
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
Analyzing the role of consumer behavior in coping with intermittent supply in water distribution systems	6
Estimation of parameters in groundwater modelling by modified Clonalg	6
Effect of ship-lock-induced surges on navigation safety in a branched lower approach channel system	6
Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field	6
A comprehensive study of various regressions and deep learning approaches for the prediction of friction factor in mobile bed channels	6
A data-driven approach to assessing the impact of water harvesting structures on regional water storage in East Africa	6
Urban land-use land-cover extraction for catchment modelling using deep learning techniques	6
Assessment of water resources system resilience under hazardous events using system dynamic approach and artificial neural networks	6
Investigating a new approach to enhance the discharge capacity of labyrinth weirs	6
Data assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnels	6
Characterisation of low-Reynolds number flow through an orifice: CFD results vs. laboratory data	6
Online leakage detection system based on EWMA-enhanced Tukey method for water distribution systems	6
Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin	6
Novel application of robust GWO-KELM model in predicting discharge coefficient of radial gates: a field data-based analysis	6
A scenario-based coupled SWAT-MODFLOW decision support system for advanced water resource management	6
TempNet – temporal super-resolution of radar rainfall products with residual CNNs	6
Suspended sediment modelling with hydrological and climate input data	6
Smart pressure management extension for EPANET: source code enhancement with a dynamic pressure reducing valve model	6
Feasibility of using smart meter water consumption data and in-sewer flow observations for sewer system analysis: a case study	5
Modeling of contaminant concentration using the classification-based model integrated with data preprocessing algorithms	5
A novel framework for water right conflict resolution considering actors’ power and inter-organizational relationships analysis	5
A feature extraction method based on the entropy-minimal description length principle and GBDT for common surface water pollution identification	5
Semi-analytical model for TSI estimation of inland water bodies from Sentinel 2 imagery	5
Evaluation of ECMWF's forecasting system for probabilistic urban flood prediction: a case study in Mexico City	5
Camera-based intelligent stream stage sensing for decentralized environmental monitoring	5
A one-dimensional semi-implicit finite volume modeling of non-inertia wave through rockfill dams	5
A digital water strategy based on the digital water service concept to support asset management in a real system	5
An ecohydraulic-based expert system for optimal management of environmental flow at the downstream of reservoirs	5
Fuzzy solution of nonlinear Boussinesq equation	5
Assessment of TRMM rainfall data for flood modelling in three contrasting catchments in Java, Indonesia	5
Two integrated conceptual–wavelet-based data-driven model approaches for daily rainfall–runoff modelling	5
A neural network approach for short-term water demand forecasting based on a sparse autoencoder	5
Water distribution network leak localization with histogram-based gradient boosting	5
Sara4r: an R graphical user interface (GUI) to estimate watershed surface runoff applying the NRCS – curve number method	5
Distributed Muskingum model with a Whale Optimization Algorithm for river flood routing	5
Pipe and isolation valve failure-impact analysis and prioritization model for an urban water distribution network	5
Evaluation of parametric postprocessing of ensemble precipitation forecasts of the NCMRWF for the Vishwamitri River Basin	5
Combined APSO-ANN and APSO-ANFIS models for prediction of pressure loss in air-water two-phase slug flow in a horizontal pipeline	5