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Yi Zhang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Physics-Informed Machine Learning approach for estimating spatiotemporally seamless FAPAR from Landsat surface reflectance

Number of pages: 27 Posted: 15 Jan 2026
Yimin Ni, Gaofei Yin, Guodong Zhang, Gang Sun, Xiaodan Wu, Xiaojun Li, Xinyan Liu, Anxin Ding, Rui Chen, Meilian Wang, Yi Zhang, Jiangchuan Hu, Zongyan Li and Aleixandre Verger
affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University, affiliation not provided to SSRN, Southwest Jiaotong University, affiliation not provided to SSRN, Henan Academy of Sciences, Hefei University of Technology, affiliation not provided to SSRN, Southwest Jiaotong University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,249,711)

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Keywords: FAPAR, spatiotemporally seamless, physics-informed LGBM, Landsat

2.

A Hybrid VMD-BiLSTM Approach for Landsat Normalized Difference Vegetation Index Time Series Reconstruction

Number of pages: 24 Posted: 16 Feb 2026
Yi Zhang, Gaofei Yin, Guodong Zhang, Wei Zhao, Meilian Wang, Zongyan Li, Jiangchuan Hu, Gang Sun, Yimin Ni, Yufang Zhang, Anxin Ding, Xinyan Liu and Aleixandre Verger
affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University, Chinese Academy of Sciences (CAS), Southwest Jiaotong University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Hefei University of Technology, Henan Academy of Sciences and affiliation not provided to SSRN
Downloads 12 (1,534,404)

Abstract:

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Machine learning, Vegetation index, VMD, BiLSTM