Physical and AI-Based Algorithms for Retrieving Cloud Liquid Water and Total Precipitable Water from Microwave Observation

Physical and AI-Based Algorithms for Retrieving Cloud Liquid Water and Total Precipitable Water from Microwave Observation

Cloud liquid water (CLW) and total precipitable water (TPW) are two important parameters for weather and climate applications. These parameters are typically retrieved at 23.8 GHz and 31.4 GHz. Historically, the CLW and TPW physical retrievals always required the sea surface temperature (SST) and se...

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Bibliographic Details
Main Authors: Wenxiang Chen, Yang Han, Fuzhong Weng, Hao Hu, Jun Yang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Remote Sensing
Subjects:
cloud liquid water
total precipitable water
microwave remote sensing
multilayer perceptron
Online Access:https://www.mdpi.com/2072-4292/17/4/728
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