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Purely satellite data–driven deep learning forecast of complicated tropical instability waves

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Science Advances  15 Jul 2020:
Vol. 6, no. 29, eaba1482
DOI: 10.1126/sciadv.aba1482

Article Information

vol. 6 no. 29

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  • Received for publication November 8, 2019
  • Accepted for publication June 1, 2020
  • .

Author Information

  1. Gang Zheng1,
  2. Xiaofeng Li2,3,*,
  3. Rong-Hua Zhang2,3 and
  4. Bin Liu4
  1. 1State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, China.
  2. 2CAS Key Laboratory of Ocean Circulation and Waves, Big Data Center, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China.
  3. 3Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China.
  4. 4College of Marine Sciences, Shanghai Ocean University, Shanghai 201306, China.
  1. *Corresponding author. Email: lixf{at}


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