Prediction of Aerosol Extinction Coefficient in Coastal Areas of South China Based on Attention-BiLSTM

The aerosol extinction coefficient (AEC) characterises the attenuation of the light propagating in a turbid medium with suspended particles. Therefore, it is of great significance to carry out AEC prediction research using state-of-art neural network (NN) methods. The attention mechanism (AM) has be...

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Hauptverfasser: Zhou Ye, Shengcheng Cui, Zhi Qiao, Zihan Zhang, Wenyue Zhu, Xuebin Li, Xianmei Qian
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-04-01
Schriftenreihe:Journal of Marine Science and Engineering
Schlagworte:
attention mechanism
long short-term memory
aerosol extinction coefficient prediction
Online Zugang:https://www.mdpi.com/2077-1312/10/4/545
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