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

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

(2021) Rana Muhammad Adnan et al.   Natural Hazards

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

(2019) Paula Karenina de Macedo Machado Freire et al.   APPLIED SOFT COMPUTING

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

(2018) Celso A. G. Santos et al.   JOURNAL OF HYDROLOGIC ENGINEERING

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

(2017) Ida K. Westerberg et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Improving streamflow forecast using optimal rain gauge network-based input to artificial neural network models

(2017) Sajal Kumar Adhikary et al.   HYDROLOGY RESEARCH

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

(2017) Özlem Baydaroğlu et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

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

(2017) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comparative Study of Hybrid-Wavelet Artificial Intelligence Models for Monthly Groundwater Depth Forecasting in Extreme Arid Regions, Northwest China

(2017) Haijiao Yu et al.   WATER RESOURCES MANAGEMENT

Improving streamflow forecast using optimal rain gauge network-based input to artificial neural network models

(2017) Sajal Kumar Adhikary et al.   Hydrology Research

A philosophical basis for hydrological uncertainty

(2016) Grey S. Nearing et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and support vector machine models

(2016) Maryam Shafaei et al.   NEURAL COMPUTING & APPLICATIONS

An ensemble wavelet bootstrap machine learning approach to water demand forecasting: a case study in the city of Calgary, Canada

(2015) Mukesh K. Tiwari et al.   Urban Water Journal

Constructing Optimal Prediction Intervals by Using Neural Networks and Bootstrap Method

(2015) Abbas Khosravi et al.   IEEE Transactions on Neural Networks and Learning Systems

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

(2014) A. Danandeh Mehr et al.   International Journal of Environmental Science and Technology

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

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

The use of Kohonen neural networks for runoff–erosion modeling

(2014) Camilo Allyson Simões de Farias et al.   JOURNAL OF SOILS AND SEDIMENTS

Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy

(2014) Seyed Ahmad Akrami et al.   NEURAL COMPUTING & APPLICATIONS

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

(2014) Jaydip J. Makwana et al.   WATER RESOURCES MANAGEMENT

Rating curve uncertainty and change detection in discharge time series: case study with 44-year historic data from the Nyangores River, Kenya

(2013) John Juston et al.   HYDROLOGICAL PROCESSES

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

(2013) Celso Augusto Guimarães Santos et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Comparison of Wavelet-Based ANN and Regression Models for Reservoir Inflow Forecasting

(2013) Krishna Budu   JOURNAL OF HYDROLOGIC ENGINEERING

Comparative study of different wavelets for hydrologic forecasting

(2012) R. Maheswaran et al.   COMPUTERS & GEOSCIENCES

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

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

Daily river flow forecasting using wavelet ANN hybrid models

(2010) Niranjan Pramanik et al.   JOURNAL OF HYDROINFORMATICS

Comparing Sigmoid Transfer Functions for Neural Network Multistep Ahead Streamflow Forecasting

(2010) H. Yonaba et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds

(2010) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

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

(2010) Paulo A. Kagoda et al.   PHYSICS AND CHEMISTRY OF THE EARTH

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

(2009) Turgay Partal   CANADIAN JOURNAL OF CIVIL ENGINEERING

Stream flow forecasting using neuro-wavelet technique

(2008) Özgür Kişi   HYDROLOGICAL PROCESSES

Comparison of artificial neural network models for hydrologic predictions at multiple gauging stations in an agricultural watershed

(2008) E. Mutlu et al.   HYDROLOGICAL PROCESSES

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

(2007) Kurt K. Benke et al.   MATHEMATICAL AND COMPUTER MODELLING