Hybrid Models Combining EMD/EEMD and ARIMA for Long-Term Streamflow Forecasting

Streamflow estimation by support vector machine coupled with different methods of time series decomposition in the upper reaches of Yangtze River, China

(2016) Shuang Zhu et al.   Environmental Earth Sciences

New fuzzy neural network–Markov model and application in mid- to long-term runoff forecast

(2016) Biao Shi et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Forecasting streamflow by combination of a genetic input selection algorithm and wavelet transforms using ANFIS models

(2016) A.B. Dariane et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

A wavelet-based non-linear autoregressive with exogenous inputs (WNARX) dynamic neural network model for real-time flood forecasting using satellite-based rainfall products

(2016) Trushnamayee Nanda et al.   JOURNAL OF HYDROLOGY

CEREF: A hybrid data-driven model for forecasting annual streamflow from a socio-hydrological system

(2016) Hongbo Zhang et al.   JOURNAL OF HYDROLOGY

Improving forecasting accuracy of medium and long-term runoff using artificial neural network based on EEMD decomposition

(2015) Wen-chuan Wang et al.   ENVIRONMENTAL RESEARCH

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

(2015) Xiaoli Zhang et al.   JOURNAL OF HYDROLOGY

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

(2015) Youngmin Seo et al.   JOURNAL OF HYDROLOGY

Auto Regressive and Ensemble Empirical Mode Decomposition Hybrid Model for Annual Runoff Forecasting

(2015) Xue-hua Zhao et al.   WATER RESOURCES MANAGEMENT

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

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Hydrogeomorphic response to extreme rainfall in headwater systems: Flash floods and debris flows

(2014) Marco Borga et al.   JOURNAL OF HYDROLOGY

Decomposition of Sources of Errors in Monthly to Seasonal Streamflow Forecasts in a Rainfall–Runoff Regime

(2014) Tushar Sinha et al.   JOURNAL OF HYDROMETEOROLOGY

A Four-Stage Hybrid Model for Hydrological Time Series Forecasting

(2014) Chongli Di et al.   PLoS One

Improving Ann-Based Short-Term and Long-Term Seasonal River Flow Forecasting with Signal Processing Techniques

(2014) H. Badrzadeh et al.   RIVER RESEARCH AND APPLICATIONS

Investigation of Empirical Mode Decomposition in Forecasting of Hydrological Time Series

(2014) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation

(2013) Majid Dehghani et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Post-processing ECMWF precipitation and temperature ensemble reforecasts for operational hydrologic forecasting at various spatial scales

(2013) J.S. Verkade et al.   JOURNAL OF HYDROLOGY

A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

(2013) Zhibin He et al.   JOURNAL OF HYDROLOGY

A hybrid SVM-PSO model for forecasting monthly streamflow

(2013) Ch. Sudheer et al.   NEURAL COMPUTING & APPLICATIONS

Clustering flood events from water quality time series using Latent Dirichlet Allocation model

(2013) A. H. Aubert et al.   WATER RESOURCES RESEARCH

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

Using large-scale climatic patterns for improving long lead time streamflow forecasts for Gunnison and San Juan River Basins

(2012) Ajay Kalra et al.   HYDROLOGICAL PROCESSES

The influence of North Atlantic atmospheric and oceanic forcing effects on 1900-2010 Greenland summer climate and ice melt/runoff

(2012) Edward Hanna et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Hydrological time series modeling: A comparison between adaptive neuro-fuzzy, neural network and autoregressive techniques

(2012) A.K. Lohani et al.   JOURNAL OF HYDROLOGY

Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir

(2012) Mohammad Valipour et al.   JOURNAL OF HYDROLOGY

Observed Impacts of Duration and Seasonality of Atmospheric-River Landfalls on Soil Moisture and Runoff in Coastal Northern California

(2012) F. M. Ralph et al.   JOURNAL OF HYDROMETEOROLOGY

The application of a Grey Markov Model to forecasting annual maximum water levels at hydrological stations

(2012) Sheng Dong et al.   Journal of Ocean University of China

Hybrid Wavelet–Genetic Programming Approach to Optimize ANN Modeling of Rainfall–Runoff Process

(2011) Vahid Nourani et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Using precipitation data ensemble for uncertainty analysis in SWAT streamflow simulation

(2011) Michael Strauch et al.   JOURNAL OF HYDROLOGY

Long-term prediction of precipitation and hydrologic extremes with nonstationary oscillation processes

(2010) T. Lee et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques

(2010) C.L. Wu et al.   JOURNAL OF HYDROLOGY

A wavelet-based approach to assessing timing errors in hydrologic predictions

(2010) Yuqiong Liu et al.   JOURNAL OF HYDROLOGY

A review on Hilbert-Huang transform: Method and its applications to geophysical studies

(2008) Norden E. Huang et al.   REVIEWS OF GEOPHYSICS