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.
0: a convolutional neural net- work for radar-based precipitation nowcasting
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
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.