A New Hybrid Forecasting Approach Applied to Hydrological Data: A Case Study on Precipitation in Northwestern China

Daily quantitative precipitation forecasts based on the analogue method: Improvements and application to a French large river basin

(2016) Aurélien Ben Daoud et al.   ATMOSPHERIC RESEARCH

A nonlinear spatio-temporal lumping of radar rainfall for modeling multi-step-ahead inflow forecasts by data-driven techniques

(2016) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

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

Forecasting daily streamflow using online sequential extreme learning machines

(2016) Aranildo R. Lima et al.   JOURNAL OF HYDROLOGY

A comparative study of population-based optimization algorithms for downstream river flow forecasting by a hybrid neural network model

(2015) X.Y. Chen et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

Improvement of rainfall and flood forecasts by blending ensemble NWP rainfall with radar prediction considering orographic rainfall

(2015) Wansik Yu et al.   JOURNAL OF HYDROLOGY

Modeling of groundwater level fluctuations using dendrochronology in alluvial aquifers

(2015) V. Gholami et al.   JOURNAL OF HYDROLOGY

Artificial intelligence based models for stream-flow forecasting: 2000–2015

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

(2015) Riccardo Taormina et al.   JOURNAL OF HYDROLOGY

A self-adaptive hybrid approach for wind speed forecasting

(2015) Jianzhou Wang et al.   RENEWABLE ENERGY

Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition

(2015) Wen-chuan Wang et al.   WATER RESOURCES MANAGEMENT

A novel hybrid approach for wind speed prediction

(2014) Jujie Wang et al.   INFORMATION SCIENCES

Monthly streamflow forecasting using Gaussian Process Regression

(2014) Alexander Y. Sun et al.   JOURNAL OF HYDROLOGY

A hybrid artificial intelligence model for river flow forecasting

(2013) Carlos H. Fajardo Toro et al.   APPLIED SOFT COMPUTING

A hybrid forecasting approach applied to wind speed time series

(2013) Jianming Hu et al.   RENEWABLE ENERGY

Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

(2011) Zhenhai Guo et al.   RENEWABLE ENERGY

The use of radial basis function networks (RBFN) to predict critical water parameters in desalination plants

(2010) C. Riverol-Cañizares et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

Grey system theory-based models in time series prediction

(2009) Erdal Kayacan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Methods to improve neural network performance in daily flows prediction

(2009) C.L. Wu et al.   JOURNAL OF HYDROLOGY