4.7 Article

Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping

Related references

Note: Only part of the references are listed.
Article Geosciences, Multidisciplinary

Comparison of different methodologies for rainfall-runoff modeling: machine learning vs conceptual approach

Rana Muhammad Adnan et al.

Summary: This study compared the performance of four machine learning methods in hourly rainfall-runoff modeling, demonstrating that the newly developed hybridized MARS-Kmeans method outperformed others in predicting 1-, 6- and 12-hour ahead runoff. In event-based rainfall-runoff modeling, all machine learning models performed better than the conceptual method, with OPELM showing slightly better performance than the other three alternatives.

NATURAL HAZARDS (2021)

Article Engineering, Civil

Hybrid Wavelet Neural Network Approach for Daily Inflow Forecasting Using Tropical Rainfall Measuring Mission Data

Celso A. G. Santos et al.

JOURNAL OF HYDROLOGIC ENGINEERING (2019)

Article Computer Science, Artificial Intelligence

Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting

Paula Karenina de Macedo Machado Freire et al.

APPLIED SOFT COMPUTING (2019)

Article Meteorology & Atmospheric Sciences

River flow prediction using hybrid models of support vector regression with the wavelet transform, singular spectrum analysis and chaotic approach

Ozlem Baydaroglu et al.

METEOROLOGY AND ATMOSPHERIC PHYSICS (2018)

Article Engineering, Environmental

Multi-step water quality forecasting using a boosting ensemble multi-wavelet extreme learning machine model

Rahim Barzegar et al.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2018)

Article Water Resources

Perceptual models of uncertainty for socio-hydrological systems: a flood risk change example

Ida K. Westerberg et al.

HYDROLOGICAL SCIENCES JOURNAL (2017)

Article Water Resources

A philosophical basis for hydrological uncertainty

Grey S. Nearing et al.

HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2016)

Proceedings Paper Water Resources

The Application of the Artificial Neural Network Ensemble Model for Simulating Streamflow

Do-Hun Lee et al.

12TH INTERNATIONAL CONFERENCE ON HYDROINFORMATICS (HIC 2016) - SMART WATER FOR THE FUTURE (2016)

Article Computer Science, Artificial Intelligence

Constructing Optimal Prediction Intervals by Using Neural Networks and Bootstrap Method

Abbas Khosravi et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2015)

Article Environmental Sciences

Successive-station monthly streamflow prediction using different artificial neural network algorithms

A. Danandeh Mehr et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY (2015)

Article Water Resources

Daily streamflow forecasting using a wavelet transform and artificial neural network hybrid models

Celso Augusto Guimaraes Santos et al.

HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2014)

Review Engineering, Civil

Applications of hybrid wavelet-Artificial Intelligence models in hydrology: A review

Vahid Nourani et al.

JOURNAL OF HYDROLOGY (2014)

Article Environmental Sciences

The use of Kohonen neural networks for runoff-erosion modeling

Camilo Allyson Simoes de Farias et al.

JOURNAL OF SOILS AND SEDIMENTS (2014)

Article Engineering, Civil

Intermittent Streamflow Forecasting and Extreme Event Modelling using Wavelet based Artificial Neural Networks

Jaydip J. Makwana et al.

WATER RESOURCES MANAGEMENT (2014)

Article Computer Science, Interdisciplinary Applications

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

Aman Mohammad Kalteh

COMPUTERS & GEOSCIENCES (2013)

Article Computer Science, Interdisciplinary Applications

Comparative study of different wavelets for hydrologic forecasting

R. Maheswaran et al.

COMPUTERS & GEOSCIENCES (2012)

Article Computer Science, Interdisciplinary Applications

Daily river flow forecasting using wavelet ANN hybrid models

Niranjan Pramanik et al.

JOURNAL OF HYDROINFORMATICS (2011)

Article Engineering, Civil

Comparing Sigmoid Transfer Functions for Neural Network Multistep Ahead Streamflow Forecasting

H. Yonaba et al.

JOURNAL OF HYDROLOGIC ENGINEERING (2010)

Article Geosciences, Multidisciplinary

Application of radial basis function neural networks to short-term streamflow forecasting

Paulo A. Kagoda et al.

PHYSICS AND CHEMISTRY OF THE EARTH (2010)

Article Engineering, Civil

River flow forecasting using different artificial neural network algorithms and wavelet transform

Turgay Partal

CANADIAN JOURNAL OF CIVIL ENGINEERING (2009)

Article Water Resources

Stream flow forecasting using neuro-wavelet technique

Ozgur Kisi

HYDROLOGICAL PROCESSES (2008)

Article Computer Science, Interdisciplinary Applications

Parameter uncertainty, sensitivity analysis and prediction error in a water-balance hydrological model

Kurt K. Benke et al.

MATHEMATICAL AND COMPUTER MODELLING (2008)

Article Engineering, Civil

Artificial neural network model for synthetic streamflow generation

Juran Ali Ahmed et al.

WATER RESOURCES MANAGEMENT (2007)

Article Computer Science, Artificial Intelligence

Hybrid neural network models for hydrologic time series forecasting

Ashu Jain et al.

APPLIED SOFT COMPUTING (2007)

Article Engineering, Civil

Application of generalized regression neural networks to intermittent flow forecasting and estimation

HK Cigizoglu

JOURNAL OF HYDROLOGIC ENGINEERING (2005)