Gap-Filling of NDVI Satellite Data Using Tucker Decomposition: Exploiting Spatio-Temporal Patterns

Gap-Filling of NDVI Satellite Data Using Tucker Decomposition: Exploiting Spatio-Temporal Patterns

Remote sensing satellite images in the optical domain often contain missing or misleading data due to overcast conditions or sensor malfunctioning, concealing potentially important information. In this paper, we apply expectation maximization (EM) Tucker to NDVI satellite data from the Iberian Penin...

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Bibliographic Details
Main Authors: Andri Freyr Þórðarson, Andreas Baum, Mónica García, Sergio M. Vicente-Serrano, Anders Stockmarr
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Remote Sensing
Subjects:
missing data
imputation
data completion
remote sensing
tensor decomposition
Tucker
Online Access:https://www.mdpi.com/2072-4292/13/19/4007

Internet

https://www.mdpi.com/2072-4292/13/19/4007

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