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H. Jumhur

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Open access Oct 2026

An IoT-Based Environmental Monitoring System with Machine Learning Soil Moisture Prediction for Polybag Rice Cultivation on Limited Land

The continued decline in conventional farmland has created a need for cultivation methods that do not depend on paddy field infrastructure. This study presents an Internet of Things (IoT)-based environmental monitoring and automated irrigation system for polybag rice cultivation, developed using an ESP32 microcontrolle...

Defitriana Fardiyanti, R. Munadi, H. Jumhur · 0 citations

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