Wind Profile Retrieval Based on LSTM Algorithm and Mobile Observation of Brightness Temperature over the Tibetan Plateau

Wind Profile Retrieval Based on LSTM Algorithm and Mobile Observation of Brightness Temperature over the Tibetan Plateau

Stationary or mobile microwave radiometers (MRs) can measure atmospheric temperature, relative humidity, and water vapor density profiles with high spatio-temporal resolution, but cannot obtain the vertical variations of wind field. Based on a dataset of brightness temperatures (TBs) measured with a...

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Bibliographic Details
Main Authors: Bing Chen, Xinghong Cheng, Debin Su, Xiangde Xu, Siying Ma, Zhiqun Hu
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Remote Sensing
Subjects:
wind profile retrieval
LSTM algorithm
microwave radiometer
mobile observation
brightness temperatures
Online Access:https://www.mdpi.com/2072-4292/16/6/1068

Internet

https://www.mdpi.com/2072-4292/16/6/1068

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