Extended Data Fig. 1: Initial adjustment of DeepDA-produced subsurface temperature anomalies in the OSSEs.
From: Partial-convolution-implemented generative adversarial network for global oceanic data assimilation
The temperature anomalies of the (a) ground truth, (b) observations, (c) analysis, and (d) background states at 5 m at first data assimilation cycle in the Observing System Simulation Experiment (OSSEs). (e)-(h) same as (a)-(d), but for 105 m. (i)-(l) same as (a)-(d), but for 198 m. (m)-(p) same as (a)-(d), but for 707 m.
