Adding echo top height to a 3D U-Net rainfall nowcaster improves detection of very light rain but worsens intensity bias and does not help heavier rain forecasts.
Nature communications13(1), 1–10 (2022)
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Do Echo Top Heights Improve Deep Learning Nowcasts?
Adding echo top height to a 3D U-Net rainfall nowcaster improves detection of very light rain but worsens intensity bias and does not help heavier rain forecasts.