Extended Data Fig. 7: Verification scores for the United States in 2019.
From: Skilful precipitation nowcasting using deep generative models of radar
a, CSI for 1 mm h−1 (left), 4 mm h−1, 8 mm h−1 (right) precipitation thresholds. b, CRPS at grid-resolution (left), CRPS for rain rates averaged over a 4 km × 4 km area (middle), CRPS for rain rates averaged over a 16 km × 16 km area (right). c, CRPS at grid-resolution (left), maximum rain rate over a 4 km × 4 km area (middle), and maximum rain rate over a 16 km × 16 km area (right). d, Relative economic value analysis across 20 samples of different models for three 90 min rainfall accumulations, using 4 km aggregation. UNet generates a single deterministic prediction.
