IoT based soil moisture measurement and type prediction using advanced regression and machine learning models

Abstract Measuring soil moisture has a big impact on resource efficiency and decision-making in geotechnical engineering, agriculture, and environmental sustainability. This study presents a revolutionary Internet of Things-based method for predicting soil type and moisture in real time. Water conte...

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מידע ביבליוגרפי

Principais autores:	Md. Mahmud Sazzad, Tanvir Ahmed, Golam Kibria, Ishmam Khan
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Nature Portfolio 2025-10-01
סדרה:	Scientific Reports
נושאים:	Soil moisture content Laboratory tests Capacitive sensor Oven dry method Calibration Artificial intelligence
גישה מקוונת:	https://doi.org/10.1038/s41598-025-19444-2
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