An evaluation of machine learning for soil analysis in internet of things-enabled smart farming

Abstract Soil plays a foundational role in sustaining agricultural productivity and ecological stability, yet traditional soil analysis methods remain labour-intensive, slow, and often inadequate for real-time decision-making in modern precision agriculture. With the rise of Agriculture 4.0, machine...

Descripción completa

Detalles Bibliográficos

Autores principales:	Preety Chaudhary, Preeti Gulia, Nasib Singh Gill, Noha Alduaiji, Piyush Kumar Shukla, Susheela Vishnoi
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Nature Portfolio 2026-02-01
Colección:	Scientific Reports
Materias:	Soil analysis Machine learning Internet of things (IoT) Precision agriculture Smart farming Soil fertility prediction
Acceso en línea:	https://doi.org/10.1038/s41598-026-36017-z
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!