Application of Machine Learning for Simulation of Air Temperature at Dome A

Application of Machine Learning for Simulation of Air Temperature at Dome A

Dome A is the summit of the Antarctic plateau, where the Chinese Kunlun inland station is located. Due to its unique location and high altitude, Dome A provides an important observatory site in analyzing global climate change. However, before the arrival of the Chinese Antarctic expedition in 2005,...

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Bibliographic Details
Main Authors: Xiaoping Pang, Chuang Liu, Xi Zhao, Bin He, Pei Fan, Yue Liu, Meng Qu, Minghu Ding
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
Dome A
air temperature
skin temperature
linear regression
random forest model
deep learning
Online Access:https://www.mdpi.com/2072-4292/14/4/1045

Internet

https://www.mdpi.com/2072-4292/14/4/1045

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