Performance Enhancement Model for Rainfall Forecasting Utilizing Integrated Wavelet-Convolutional Neural Network

Convolution; Discrete wavelet transforms; Rain; Signal reconstruction; Time series; Weather forecasting; Daily rainfall forecasting; Deep architectures; Monthly rainfalls; Performance enhancements; Performance indices; Rainfall forecasting; Statistical indices; Wavelet components; Convolutional neur...

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Bibliographic Details
Main Authors: Chong K.L., Lai S.H., Yao Y., Ahmed A.N., Jaafar W.Z.W., El-Shafie A.
Other Authors: 57208482172
Format: Article
Published: Springer 2023
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Summary:Convolution; Discrete wavelet transforms; Rain; Signal reconstruction; Time series; Weather forecasting; Daily rainfall forecasting; Deep architectures; Monthly rainfalls; Performance enhancements; Performance indices; Rainfall forecasting; Statistical indices; Wavelet components; Convolutional neural networks; artificial neural network; data set; forecasting method; integrated approach; precipitation assessment; precipitation intensity; wavelet analysis; Langat Basin; Malaysia; West Malaysia