Skip to main content

Table 1 The numbers of TC tracks, detected samples, positive samples in training data, and average lifetime in each basin

From: Deep learning approach for detecting tropical cyclones and their precursors in the simulation by a cloud-resolving global nonhydrostatic atmospheric model

 

Number of TC tracks

Average lifetime [day]

Number of detected samples (number of positive samples in training data)

TCs

Pre-TCs

TCs

Pre-TCs

North Indian Ocean

169

4.6

2.9

3011 (1422)

2162 (1184)

Western North Pacific

754

6.8

3.1

21,546 (9549)

13,514 (8023)

Eastern North Pacific

589

4.8

7.8

11,880 (4478)

14,392 (7976)

North Atlantic

125

4.4

4.1

2582 (788)

1767 (758)

South Indian Ocean

525

5.5

3.7

7989 (4757)

7989 (4148)

South Pacific

367

4.2

4.0

6649 (3503)

5346 (3193)

South Atlantic

3

1.6

2.3

22 (15)

27 (26)

Total

2532

5.4

4.5

53,679 (24,512)

25,488 (25,308)