Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction

In this paper, we propose an innovative approach for robust prediction of processing tomato yield using open-source AutoML techniques and statistical analysis. Sentinel-2 satellite imagery was deployed to obtain values of five (5) selected vegetation indices (VIs) during the growing season of 2021 (...

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Detalles Bibliográficos
Autores principales: Darra, Nicoleta, Espejo-Garcia, Borja, Kasimati, Aikaterini, Kriezi, Olga, Psomiadis, Emmanouil, Fountas, Spyros
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007672/
https://www.ncbi.nlm.nih.gov/pubmed/36904790
http://dx.doi.org/10.3390/s23052586

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007672/
https://www.ncbi.nlm.nih.gov/pubmed/36904790
http://dx.doi.org/10.3390/s23052586

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