Performance evaluation of artificial neural network model in hybrids with various preprocessors for river streamflow forecasting

Forecasting of groundwater level fluctuations using a hybrid of multi-discrete wavelet transforms with artificial intelligence models

(2022) Sadegh Momeneh et al.   Hydrology Research

Study of morphological changes and socio-economic impact assessment: a case study of Koshi River

(2022) Padam Jee Omar et al.   Arabian Journal of Geosciences

Combining Group Method of Data Handling with Signal Processing Approaches to Improve Accuracy of Groundwater Level Modeling

(2021) Vahid Moosavi et al.   Natural Resources Research

An adaptive daily runoff forecast model using VMD-LSTM-PSO hybrid approach

(2021) Xiujie Wang et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Modeling of stage-discharge using back propagation ANN-, ANFIS-, and WANN-based computing techniques

(2021) Ravi Shukla et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting

(2020) Ganggang Zuo et al.   JOURNAL OF HYDROLOGY

Comparison of the performance of SWAT, IHACRES and artificial neural networks models in rainfall-runoff simulation (case study: Kan watershed, Iran)

(2019) Mehdi Ahmadi et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Forecasting salinity time series using RF and ELM approaches coupled with decomposition techniques

(2019) Jiayu Hu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam

(2019) Mohammad Rezaie-Balf et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Comparison of different heuristic and decomposition techniques for river stage modeling

(2018) Youngmin Seo et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Simulation of groundwater level variations using wavelet combined with neural network, linear regression and support vector machine

(2017) Hadi Ebrahimi et al.   GLOBAL AND PLANETARY CHANGE

Are hybrid models integrated with data preprocessing techniques suitable for monthly streamflow forecasting? Some experiment evidences

(2015) Xiaoli Zhang et al.   JOURNAL OF HYDROLOGY

Wavelet-entropy data pre-processing approach for ANN-based groundwater level modeling

(2015) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Improved complete ensemble EMD: A suitable tool for biomedical signal processing

(2014) Marcelo A. Colominas et al.   Biomedical Signal Processing and Control

Efficacy of neural network and genetic algorithm techniques in simulating spatio-temporal fluctuations of groundwater

(2014) Madan K. Jha et al.   HYDROLOGICAL PROCESSES

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

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

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Using discrete wavelet transforms to analyze trends in streamflow and precipitation in Quebec and Ontario (1954–2008)

(2012) D. Nalley et al.   JOURNAL OF HYDROLOGY

A new wavelet–bootstrap–ANN hybrid model for daily discharge forecasting

(2011) Mukesh K. Tiwari et al.   JOURNAL OF HYDROINFORMATICS

A wavelet neural network conjunction model for groundwater level forecasting

(2011) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

Simulation of river stage using artificial neural network and MIKE 11 hydrodynamic model

(2010) Rabindra K. Panda et al.   COMPUTERS & GEOSCIENCES

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

Reconstructing missing daily precipitation data using regression trees and artificial neural networks for SWAT streamflow simulation

(2010) Jung-Woo Kim et al.   JOURNAL OF HYDROLOGY

Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting

(2009) Özgür Kişi   JOURNAL OF HYDROLOGIC ENGINEERING

Jordan recurrent neural network versus IHACRES in modelling daily streamflows

(2008) Elena Carla Carcano et al.   JOURNAL OF HYDROLOGY