Optimizing Gaussian Process Regression for Image Time Series Gap-Filling and Crop Monitoring

Image processing entered the era of artificial intelligence, and machine learning algorithms emerged as attractive alternatives for time series data processing. Satellite image time series processing enables crop phenology monitoring, such as the calculation of start and end of season. Among the pro...

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Bibliographic Details
Main Authors: Santiago Belda, Luca Pipia, Pablo Morcillo-Pallarés, Jochem Verrelst
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/10/5/618