Estimation of tropical cyclone intensity using multi-platform remote sensing and deep learning with environmental field information

HIGHLIGHTS

  • who: Wei Tian and collaborators from the School of Computer and Softwar, Nanjing University of Information Science and Technology, No219, State Key Laboratory of Geo-Information Engineering, Xi`an, China have published the article: Estimation of Tropical Cyclone Intensity Using Multi-Platform Remote Sensing and Deep Learning with Environmental Field Information, in the Journal: (JOURNAL)
  • what: This study proposes a new deep learning-based model for TC intensity estimation which uses a combination of rotation equivariant convolution and Transformer to address the rotation invariance and symmetry structure of TC. The authors conduct a series of . . .

     

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