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Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions

Moderate Resolution Imaging Spectroradiometer (MODIS) snow cover product is one of the prevailing datasets for global snow monitoring, but cloud obscuration leads to the discontinuity of ground coverage information in spatial and temporal. To solve this problem, a novel spatial-temporal missing info...

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Main Authors: De Xing, Jinliang Hou, Chunlin Huang, Weimin Zhang
Format: Artigo
Language:Inglês
Published: MDPI AG 2022-04-01
Series:Remote Sensing
Subjects:
MODIS
NDSI
cloud removal
partial convolution
reconstruction
U-Net
Online Access:https://www.mdpi.com/2072-4292/14/8/1795
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