Table 1 Properties of the SST time series used in this work.
From: Hybrid systems using residual modeling for sea surface temperature forecasting
Adopted acronym | S1 | S2 | S3 |
|---|---|---|---|
Time series | |||
Localization | \(8^\circ\) N \(38^\circ\) W | \(10^\circ\) S \(10^\circ\) W | \(4^\circ\) N \(23^\circ\) W |
Time unit | Daily | Daily | Daily |
Start date | Oct 08, 00 | Sep 09, 99 | May 10, 07 |
Start date (test set) | Oct 01, 06 | Sep 07, 10 | Jun 30, 16 |
End date | Oct 07, 07 | Sep 08, 11 | Jul 02, 17 |
Total size | 2545 | 4376 | 3699 |
Training sample size | 1815 | 3646 | 2969 |
Validation sample size | 365 | 365 | 365 |
Testing sample size | 365 | 365 | 365 |
