Retrieval of the Leaf Area Index from Visible Infrared Imaging Radiometer Suite (VIIRS) Surface Reflectance Based on Unsupervised Domain Adaptation

Retrieval of the Leaf Area Index from Visible Infrared Imaging Radiometer Suite (VIIRS) Surface Reflectance Based on Unsupervised Domain Adaptation

Several global leaf area index (LAI) products were generated using neural networks, but the training dataset for the neural networks was sensor specific, and the construction of the training dataset was time consuming. In this paper, an unsupervised domain adaptation-based method was proposed to est...

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Bibliographic Details
Main Authors: Juan Li, Zhiqiang Xiao, Rui Sun, Jinling Song
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Remote Sensing
Subjects:
domain adaptation
Leaf Area Index
retrieval
transfer component analysis
transfer learning
VIIRS
Online Access:https://www.mdpi.com/2072-4292/14/8/1826

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