Comparing modern and traditional modeling methods for predicting soil moisture in IoT-based irrigation systems

Proper water management is crucial for agriculture, as its irrigation systems can waste approximately 60% of water. Using IoT for irrigation based on soil moisture can help reduce waste. This study used multidimensional time series modeling to predict soil moisture using two years of data on a US fa...

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Bibliographic Details
Main Authors: Gilliard Custódio, Ronaldo Cristiano Prati
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524000029