Precipitation cloud identification based on faster-RCNN for Doppler weather radar

Precipitation cloud identification based on faster-RCNN for Doppler weather radar

Abstract Precipitation clouds are visible aggregates of hydrometeor in the air that floating in the atmosphere after condensation, which can be divided into stratiform cloud and convective cloud. Different precipitation clouds often accompany different precipitation processes. Accurate identificatio...

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Bibliographic Details
Main Authors: Yuanbo Ran, Haijiang Wang, Li Tian, Jiang Wu, Xiaohong Li
Format: Article
Language:English
Published: SpringerOpen 2021-02-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Deep learning
Precipitation clouds
Doppler weather radar data
CAPPI
Faster-RCNN
Online Access:https://doi.org/10.1186/s13638-021-01896-5

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