Application of Bidirectional Long Short‐Term Memory Network in Doppler Lidar Wind Profile Prediction

Wenchao Lian; Xiaoquan Song; Zhaoyang Hao; Ping Jiang

doi:10.3788/AOS240891

Acta Optica Sinica, Volume. 44, Issue 24, 2401004(2024)

Application of Bidirectional Long Short‐Term Memory Network in Doppler Lidar Wind Profile Prediction

Wenchao Lian¹, Xiaoquan Song^1,2、*, Zhaoyang Hao¹, and Ping Jiang¹

¹College of Marine Technology, Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, Shandong , China

²Laboratory for Regional Oceanography and Numerical Modeling, Qingdao Marine Science and Technology Center, Qingdao 266237, Shandong , China

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Wenchao Lian, Xiaoquan Song, Zhaoyang Hao, Ping Jiang. Application of Bidirectional Long Short‐Term Memory Network in Doppler Lidar Wind Profile Prediction[J]. Acta Optica Sinica, 2024, 44(24): 2401004

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Paper Information

Category: Atmospheric Optics and Oceanic Optics

Received: Apr. 22, 2024

Accepted: May. 13, 2024

Published Online: Dec. 16, 2024

The Author Email: Xiaoquan Song (songxq@ouc.edu.cn)

DOI:10.3788/AOS240891

CSTR:32393.14.AOS240891

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