Real-time predictions of the 2023–2024 climate conditions in the tropical Pacific using a purely data-driven Transformer model (IMAGE)

Science China Press

Real-time predictions of the 2023–2024 climate conditions in the tropical Pacific using a purely data-driven Transformer model

Caption

Horizontal distributions of SST anomalies (contours) and wind stress anomalies (vectors) predicted using the 3D-Geoformer from initial conditions on Jan. 2024: (a) Jan. 2024, (b) Feb. 2024, (c) Mar. 2024, (d) Apr. 2024, (e) May 2024, (f) Jun. 2024, (g) Jul. 2024, (h) Aug. 2024, (i) Sep. 2024, (j) Oct. 2024, (k) Nov. 2024, (l) Dec. 2024. The unit is °C for SST and N m-2 for wind stress.

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