Remote Sensing Technology and Application, Volume. 39, Issue 3, 603(2024)
L1 Regularization based Temporal Reconstruction Method for MODIS Surface Reflectance Data
Figures & Tables(7)
Fig. 3. Comparison of pixel time series curves of different land cover types with different missing percentages
Fig. 4. True color views of original image and reconstructed result （January 7， 2021）
Fig. 5. Comparison of local true color view of different reconstruction results in mountainous areas （February 5， 2013）
Fig. 6. Comparison of local true color view of different reconstruction results in vegetation areas （May 3， 2020）
Table 1.
Quantitative evaluation of reconstruction results with different percentage of missing pixels View tableView in ArticleTable 1.
Quantitative evaluation of reconstruction results with different percentage of missing pixels RMSE CC 10% 25% 50% 75% 平均值 10% 25% 50% 75% 平均值 SG 0.068 4 0.067 0 0.065 4 0.066 0 0.066 7 0.826 5 0.824 4 0.818 2 0.794 8 0.816 0 HP 0.063 1 0.063 3 0.063 6 0.064 8 0.063 7 0.843 2 0.837 7 0.824 7 0.793 8 0.824 8 L1 0.060 5 0.061 2 0.062 3 0.065 5 0.062 4 0.846 2 0.841 1 0.828 6 0.798 1 0.828 5 HANTS 0.060 6 0.061 8 0.063 6 0.065 7 0.062 9 0.866 4 0.861 4 0.849 8 0.821 3 0.849 7 wL1 0.052 5 0.051 4 0.051 1 0.056 3 0.052 8 0.871 0 0.868 6 0.865 5 0.854 5 0.864 9
Tools
Get Citation
Copy Citation Text
Yuhao WANG, Huanfeng SHEN, Zhiwei LI. L1 Regularization based Temporal Reconstruction Method for MODIS Surface Reflectance Data[J]. Remote Sensing Technology and Application, 2024, 39(3): 603
Paper Information
Category:
Received: Jan. 31, 2022
Accepted: --
Published Online: Dec. 9, 2024
The Author Email: Huanfeng SHEN (shenhf@whu.edu.cn)
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20