Temperature and Relative Humidity Profile Retrieval from Fengyun-3D/VASS in the Arctic Region Using Neural Networks

Temperature and Relative Humidity Profile Retrieval from Fengyun-3D/VASS in the Arctic Region Using Neural Networks

In this study, a new technique is proposed to retrieve temperature and relative humidity profiles under clear sky conditions in the Arctic region based on the artificial neural network (ANN) algorithm using Fengyun-3D (FY-3D) vertical atmospheric sounder suit (VASS: HIRAS, MWTS-II, and MWHS-II) obse...

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Bibliographic Details
Main Authors: Jingjing Hu, Jie Wu, George P. Petropoulos, Yansong Bao, Jian Liu, Qifeng Lu, Fu Wang, Heng Zhang, Hui Liu
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
FY-3D/VASS
temperature and relative humidity retrieval
infrared and microwave data
neural networks
improved retrieval performance
Arctic
Online Access:https://www.mdpi.com/2072-4292/15/6/1648

Internet

https://www.mdpi.com/2072-4292/15/6/1648

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