Application of Artificial Neural Networks, Support Vector Machine and Multiple Model-ANN to Sediment Yield Prediction

Predicting reservoir volume reduction using artificial neural network

(2020) Hadi Iraji et al.   Arabian Journal of Geosciences

A Wavelet Based Data Mining Technique for Suspended Sediment Load Modeling

(2019) Vahid Nourani et al.   WATER RESOURCES MANAGEMENT

New Approach for Sediment Yield Forecasting with a Two-Phase Feedforward Neuron Network-Particle Swarm Optimization Model Integrated with the Gravitational Search Algorithm

(2019) Sarita Gajbhiye Meshram et al.   WATER RESOURCES MANAGEMENT

Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models

(2018) Rasoul Mirabbasi et al.   NEURAL COMPUTING & APPLICATIONS

Emotional ANN (EANN) and Wavelet-ANN (WANN) Approaches for Markovian and Seasonal Based Modeling of Rainfall-Runoff Process

(2018) Elnaz Sharghi et al.   WATER RESOURCES MANAGEMENT

What Is the Potential of Integrating Phase Space Reconstruction with SVM-FFA Data-Intelligence Model? Application of Rainfall Forecasting over Regional Scale

(2018) Hai Tao et al.   WATER RESOURCES MANAGEMENT

River flow prediction using hybrid PSOGSA algorithm based on feed-forward neural network

(2018) Sarita Gajbhiye Meshram et al.   SOFT COMPUTING

Event Runoff and Sediment-Yield Neural Network Models for Assessment and Design of Management Practices for Small Agricultural Watersheds

(2017) Harsh Vardhan Singh et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Forecasting of groundwater level fluctuations using ensemble hybrid multi-wavelet neural network-based models

(2017) Rahim Barzegar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An Estimation of the Suspended Sediment Load Using Adaptive Network Based Fuzzy Inference System, Support Vector Machine and Artificial Neural Network Models

(2017) Meral Buyukyildiz et al.   WATER RESOURCES MANAGEMENT

Streamflow Forecasting Using Empirical Wavelet Transform and Artificial Neural Networks

(2017) Tian Peng et al.   Water

A combined support vector machine-wavelet transform model for prediction of sediment transport in sewer

(2016) Isa Ebtehaj et al.   FLOW MEASUREMENT AND INSTRUMENTATION

A real-time forecasting model for the spatial distribution of typhoon rainfall

(2015) Gwo-Fong Lin et al.   JOURNAL OF HYDROLOGY

Global change and the groundwater management challenge

(2015) Steven M. Gorelick et al.   WATER RESOURCES RESEARCH

Simplified sediment yield index model incorporating parameter curve number

(2014) Sarita Gajbhiye et al.   Arabian Journal of Geosciences

Evaluating a coupled discrete wavelet transform and support vector regression for daily and monthly streamflow forecasting

(2014) Zhiyong Liu et al.   JOURNAL OF HYDROLOGY

Artificial neural network weights optimization based on social-based algorithm to realize sediment over the river

(2014) Fatemeh Ramezani et al.   SOFT COMPUTING

Predicting groundwater level fluctuations with meteorological effect implications—A comparative study among soft computing techniques

(2013) Jalal Shiri et al.   COMPUTERS & GEOSCIENCES

Using artificial neural network approach for modelling rainfall–runoff due to typhoon

(2013) S M CHEN et al.   Journal of Earth System Science

Prediction of Missing Flow Records Using Multilayer Perceptron and Coactive Neurofuzzy Inference System

(2013) Samkele S. Tfwala et al.   TheScientificWorldJOURNAL

Early flood warning for Linyi watershed by the GRAPES/XXT model using TIGGE data

(2012) Jingwen Xu et al.   Acta Meteorologica Sinica

River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques

(2012) Ozgur Kisi et al.   COMPUTERS & GEOSCIENCES

Rainfall-runoff modeling using least squares support vector machines

(2012) Umut Okkan et al.   ENVIRONMETRICS

Regional groundwater productivity potential mapping using a geographic information system (GIS) based artificial neural network model

(2012) Saro Lee et al.   HYDROGEOLOGY JOURNAL

Appraisal of soft computing techniques in prediction of total bed material load in tropical rivers

(2012) C K CHANG et al.   Journal of Earth System Science

Two Semidistributed ANN-Based Models for Estimation of Suspended Sediment Load

(2012) Vahid Nourani et al.   JOURNAL OF HYDROLOGIC ENGINEERING

A new criterion for defining the breakpoint of the wetted perimeter-discharge curve and its application to estimating minimum instream flow requirements

(2012) BaoHui Men et al.   Science China-Technological Sciences

Suspended sediment load prediction of river systems: An artificial neural network approach

(2011) A.M. Melesse et al.   AGRICULTURAL WATER MANAGEMENT

Simulating and predicting river discharge time series using a wavelet-neural network hybrid modelling approach

(2011) Shouke Wei et al.   HYDROLOGICAL PROCESSES

A wavelet neural network conjunction model for groundwater level forecasting

(2011) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

Nonlinear ensemble prediction of chaotic daily rainfall

(2010) C.T. Dhanya et al.   ADVANCES IN WATER RESOURCES

Machine Learning Approach to Predict Sediment Load - A Case Study

(2010) Hazi Md. Azamathulla et al.   CLEAN-Soil Air Water

Prediction of total bed material load for rivers in Malaysia: A case study of Langat, Muda and Kurau Rivers

(2010) Aminuddin Ab. Ghani et al.   ENVIRONMENTAL FLUID MECHANICS

A hybrid model coupled with singular spectrum analysis for daily rainfall prediction

(2010) K. W. Chau et al.   JOURNAL OF HYDROINFORMATICS

Advances in ungauged streamflow prediction using artificial neural networks

(2010) Lance E. Besaw et al.   JOURNAL OF HYDROLOGY

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

Application and analysis of support vector machine based simulation for runoff and sediment yield

(2009) Debasmita Misra et al.   BIOSYSTEMS ENGINEERING

A hybrid neural network and ARIMA model for water quality time series prediction

(2009) Durdu Ömer Faruk   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Impact of anthropogenic aerosols on Indian summer monsoon

(2009) Chien Wang et al.   GEOPHYSICAL RESEARCH LETTERS

Generalization performance of support vector machines and neural networks in runoff modeling

(2008) Mohsen Behzad et al.   EXPERT SYSTEMS WITH APPLICATIONS

An ANN-based model for spatiotemporal groundwater level forecasting

(2008) Vahid Nourani et al.   HYDROLOGICAL PROCESSES

An ANN application for water quality forecasting

(2008) Sundarambal Palani et al.   MARINE POLLUTION BULLETIN

Optimized scenario for rainfall forecasting using genetic algorithm coupled with artificial neural network

(2007) M. Nasseri et al.   EXPERT SYSTEMS WITH APPLICATIONS