Heuristic Methods for Reservoir Monthly Inflow Forecasting: A Case Study of Xinfengjiang Reservoir in Pearl River, China

Neural network river forecasting with multi-objective fully informed particle swarm optimization

(2015) Riccardo Taormina et al.   JOURNAL OF HYDROINFORMATICS

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

(2015) Youngmin Seo et al.   JOURNAL OF HYDROLOGY

A Structurally Simplified Hybrid Model of Genetic Algorithm and Support Vector Machine for Prediction of Chlorophyll a in Reservoirs

(2015) Jieqiong Su et al.   Water

Joint and respective effects of long- and short-term forecast uncertainties on reservoir operations

(2014) Tongtiegang Zhao et al.   JOURNAL OF HYDROLOGY

A two-stage method of quantitative flood risk analysis for reservoir real-time operation using ensemble-based hydrologic forecasts

(2014) Pan Liu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Multi-Site Calibration of Linear Reservoir Based Geomorphologic Rainfall-Runoff Models

(2014) Bahram Saeidifarzad et al.   Water

Reservoir Operation Rules for Controlling Algal Blooms in a Tributary to the Impoundment of Three Gorges Dam

(2014) Jijian Lian et al.   Water

Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon

(2012) Riccardo Taormina et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Detection of long-term change in hydroelectric reservoir inflows: Bridging theory and practise

(2012) Sean W. Fleming et al.   JOURNAL OF HYDROLOGY

Quantifying the anthropogenic and climatic impacts on water discharge and sediment load in the Pearl River (Zhujiang), China (1954–2009)

(2012) C.S. Wu 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

Flood Management in California

(2012) Jay R. Lund   Water

Performance evaluation of artificial neural network approaches in forecasting reservoir inflow

(2011) M. Taghi Sattari et al.   APPLIED MATHEMATICAL MODELLING

A wavelet-support vector machine conjunction model for monthly streamflow forecasting

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

(2011) R. Noori et al.   JOURNAL OF HYDROLOGY

A case study on a hybrid wind speed forecasting method using BP neural network

(2011) Zhen-hai Guo et al.   KNOWLEDGE-BASED SYSTEMS

Effective typhoon characteristics and their effects on hourly reservoir inflow forecasting

(2010) Gwo-Fong Lin et al.   ADVANCES IN WATER RESOURCES

Data-driven models for monthly streamflow time series prediction

(2010) C.L. Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

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

Probabilistic reservoir operation using Bayesian stochastic model and support vector machine

(2009) Mohammad Karamouz et al.   ADVANCES IN WATER RESOURCES

A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series

(2009) Wen-Chuan Wang et al.   JOURNAL OF HYDROLOGY

Methods to improve neural network performance in daily flows prediction

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

Support vector machine-based models for hourly reservoir inflow forecasting during typhoon-warning periods

(2009) Gwo-Fong Lin et al.   JOURNAL OF HYDROLOGY

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

Effective forecasting of hourly typhoon rainfall using support vector machines

(2009) Gwo-Fong Lin et al.   WATER RESOURCES RESEARCH

Flow forecast by SWAT model and ANN in Pracana basin, Portugal

(2008) Mehmet C. Demirel et al.   ADVANCES IN ENGINEERING SOFTWARE

River stage prediction based on a distributed support vector regression

(2008) C.L. Wu et al.   JOURNAL OF HYDROLOGY