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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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Detalles Bibliográficos
Autores principales: Belda, Santiago, Pipia, Luca, Morcillo-Pallarés, Pablo, Verrelst, Jochem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7613364/
https://www.ncbi.nlm.nih.gov/pubmed/36081839
http://dx.doi.org/10.3390/agronomy10050618