Multilayer perceptron-based predictive model using wavelet transform for the reconstruction of missing rainfall data-Reference-Cited by-同舟云学术

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Multilayer perceptron-based predictive model using wavelet transform for the reconstruction of missing rainfall data

Published:2023-05-31 Issue:7 Volume:37 Page:2791-2802
ISSN:1436-3240
Container-title:Stochastic Environmental Research and Risk Assessment
language:en
Short-container-title:Stoch Environ Res Risk Assess

Author:

Narimani Roya,Jun Changhyun,De Michele Carlo,Gan Thian Yew,Nezhad Somayeh Moghimi,Byun Jongyun

Funder

Korea Meteorological Administration

Chung-Ang University

Publisher

Springer Science and Business Media LLC

Subject

General Environmental Science,Safety, Risk, Reliability and Quality,Water Science and Technology,Environmental Chemistry,Environmental Engineering

Link

https://link.springer.com/content/pdf/10.1007/s00477-023-02471-8.pdf

Reference57 articles.

1. Abadi M, Agarwal A, Barham P, Brevdo E, Chen Z, Citro C, Corrado GS, Davis A, Dean J, Devin M, Ghemawat S, Goodfellow I, Harp A, Irving G, Isard M, Jia Y, Jozefowicz R, Kaiser L, Kudlur M, Levenberg J, Mane D, Monga R, Moore sh, Murray D, Olah Ch, Schuster M, Shlens J, Steiner B, Sutskever I, Talwar K, Tucker P, Vanhoucke V, Vasudevan V, Viegas F, Vinyals O, Warden P, Wattenberg M, Wicke M, Yu Y, Zheng X (2016) TensorFlow: Large- 20 Scale Machine Learning on Heterogeneous Distributed Systems. https://doi.org/10.48550/arXiv.1603.04467

2. Abdel-Kader H, Abd-Elsalam M, Mohamed M (2021) Hybrid machine learning model for rainfall forecasting. J Intell Syst Internet Things 1:5–12. https://doi.org/10.5281/zenodo.3376685

3. Abhishek K, Kumar A, Ranjan R, Kumar S (2012) A rainfall prediction model using artificial neural network. IEEE Control Syst Grad Res Colloq 82–87. https://doi.org/10.1109/ICSGRC.2012.6287140

4. Adamowski J, Sun K (2010) Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds. J Hydrol 390(1–2):85–91. https://doi.org/10.1016/j.jhydrol.2010.06.033

5. Akiner ME (2021) Long-term rainfall information forecast by utilizing constrained amount of observation through artificial neural network approach. Adv Meteorol 1–9. https://doi.org/10.1155/2021/5524611

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1. Correction to: Multilayer perceptron-based predictive model using wavelet transform for the reconstruction of missing rainfall data;Stochastic Environmental Research and Risk Assessment;2024-01-16

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