The Future of Vineyard Irrigation: AI-Driven Insights from IoT Data

The Future of Vineyard Irrigation: AI-Driven Insights from IoT Data

Accurate irrigation volume prediction is crucial for sustainable agriculture. This study enhances precision irrigation by integrating diverse datasets, including historical irrigation records, soil moisture, and climatic factors, collected from a small-scale commercial estate vineyard in southwester...

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Bibliographic Details
Main Authors: Simona Stojanova, Mojca Volk, Gregor Balkovec, Andrej Kos, Emilija Stojmenova Duh
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
sustainable agriculture
irrigation prediction
internet of things
sensors
linear regression
LSTM
Online Access:https://www.mdpi.com/1424-8220/25/12/3658
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