State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
Bingcheng Wan
School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing, 210044, China
School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing, 210044, China
Haofei Sun
State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing, 210044, China
Viewed
Total article views: 3,831 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
3,003
734
94
3,831
195
100
132
HTML: 3,003
PDF: 734
XML: 94
Total: 3,831
Supplement: 195
BibTeX: 100
EndNote: 132
Views and downloads (calculated since 21 Nov 2022)
Cumulative views and downloads
(calculated since 21 Nov 2022)
Total article views: 3,283 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
2,588
622
73
3,283
160
97
129
HTML: 2,588
PDF: 622
XML: 73
Total: 3,283
Supplement: 160
BibTeX: 97
EndNote: 129
Views and downloads (calculated since 20 Apr 2023)
Cumulative views and downloads
(calculated since 20 Apr 2023)
Total article views: 548 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
415
112
21
548
35
3
3
HTML: 415
PDF: 112
XML: 21
Total: 548
Supplement: 35
BibTeX: 3
EndNote: 3
Views and downloads (calculated since 21 Nov 2022)
Cumulative views and downloads
(calculated since 21 Nov 2022)
Viewed (geographical distribution)
Total article views: 3,831 (including HTML, PDF, and XML)
Thereof 3,721 with geography defined
and 110 with unknown origin.
Total article views: 3,283 (including HTML, PDF, and XML)
Thereof 3,198 with geography defined
and 85 with unknown origin.
Total article views: 548 (including HTML, PDF, and XML)
Thereof 523 with geography defined
and 25 with unknown origin.
The past 24 h TC trajectories and meteorological field data were used to forecast TC tracks in the northwestern Pacific from hours 6–72 based on GRU_CNN, which we proposed in this paper and which has better prediction results than traditional single deep-learning methods. The historical steering flow of cyclones has a significant effect on improving the accuracy of short-term forecasting, while, in long-term forecasting, the SST and geopotential height will have a particular impact.
The past 24 h TC trajectories and meteorological field data were used to forecast TC tracks in...
