Estimation of Missing Precipitation Records Using Modular Artificial Neural Networks

@inproceedings{Kajornrit2012EstimationOM,
  title={Estimation of Missing Precipitation Records Using Modular Artificial Neural Networks},
  author={Jesada Kajornrit and Kevin Kok Wai Wong and Lance Chun Che Fung},
  booktitle={ICONIP},
  year={2012}
}
Estimation of missing precipitation records is one of the important tasks in hydrological study. The completeness of precipitation data leads to more accurate results from the hydrological models. This study proposes the use of modular artificial neural networks to estimate missing monthly rainfall data in the northeast region of Thailand. The simultaneous rainfall data from neighboring control stations are used to estimate missing rainfall data at the target station. The proposed method uses… CONTINUE READING
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