Daily Runoff Forecasting Model Based on ANN and Data Preprocessing Techniques

@inproceedings{Wang2015DailyRF,
  title={Daily Runoff Forecasting Model Based on ANN and Data Preprocessing Techniques},
  author={Yun Wang and Shenglian Guo and Lihua Xiong and Pan Liu and Dongping Liu},
  year={2015}
}
There are many models that have been used to simulate the rainfall-runoff relationship. The artificial neural network (ANN) model was selected to investigate an approach of improving daily runoff forecasting accuracy in terms of data preprocessing. Singular spectrum analysis (SSA) as one data preprocessing technique was adopted to deal with the model inputs and the SSA-ANN model was developed. The proposed model was compared with the original ANN model without data preprocessing and a nonlinear… CONTINUE READING