Retrieval of Atmospheric Temperature Profile from Historical Data and Ground-Based Observations by Using a Machine Learning Algorithm

Retrieval of Atmospheric Temperature Profile from Historical Data and Ground-Based Observations by Using a Machine Learning Algorithm

The atmospheric temperature profile is an important parameter to describe the state of the atmosphere, and it is crucial to climate change research, weather forecasting, and atmospheric parameter retrieval. A machine learning algorithm that incorporates historical observations and ground-based measu...

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Bibliographic Details
Main Authors: Hongkun Wang, Dong Liu, Yingwei Xia, Wanyi Xie, Yiren Wang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
atmospheric temperature profile
MLP
CNN
retrieval
ground-based observation
historical observations
Online Access:https://www.mdpi.com/2072-4292/15/11/2717

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