UniTriRob: a robust machine learning regression model for predicting lettuce yields in aeroponic vertical farming

Abstract Aeroponic vertical tower farming is a cost-effective, sustainable method for optimizing the food crop-Lactuca Sativa (lettuce-a greeny leaf vegetable); yet accurate biomass prediction of the lettuce crop remains challenging due to the non-linear relationship between the climatic conditions...

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Detalles Bibliográficos

Principais autores:	Gowtham Rajendiran, Jebakumar Rethnaraj, Shrikant Zade, Ramakrishna Guttula, Krishna Kant Pandey
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2026-04-01
Series:	Scientific Reports
Assuntos:	Aeroponics Lettuce Machine learning Robust regression Vertical farming Yield prediction
Acceso en liña:	https://doi.org/10.1038/s41598-026-44564-8
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