Precision Agriculture: Sensor Network for Optimal Field Monitoring

Precision agriculture leverages Internet of Things (IoT) technologies and machine learning to optimize crop management and enhance agricultural productivity. This study explores the integration of IoT sensors for real-time monitoring of field and atmospheric conditions, including soil moisture, temperature, humidity, and light levels. By collecting and analyzing this data, machine learning algorithms can identify patterns and predict crop yields with higher accuracy. The predictive models facilitate informed decision-making, leading to increased efficiency and sustainability in farming practices. This research highlights the potential of IoT and machine learning to transform agriculture, reduce resource waste, and improve food security.

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Publication Details

Published
2025-04-16
DOI
https://doi.org/10.1109/iccct63501.2025.11019875
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Precision Agriculture: Sensor Network for Optimal Field Monitoring

S Rohith, D Thamizhselvi, Nur Imam Saifullah, Mugilan RP
Smart Agriculture and AI
article

Precision Agriculture: Sensor Network for Optimal Field Monitoring

S Rohith, D Thamizhselvi, Nur Imam Saifullah, Mugilan RP
article en

Abstract

Precision agriculture leverages Internet of Things (IoT) technologies and machine learning to optimize crop management and enhance agricultural productivity. This study explores the integration of IoT sensors for real-time monitoring of field and atmospheric conditions, including soil moisture, temperature, humidity, and light levels. By collecting and analyzing this data, machine learning algorithms can identify patterns and predict crop yields with higher accuracy. The predictive models facilitate informed decision-making, leading to increased efficiency and sustainability in farming practices. This research highlights the potential of IoT and machine learning to transform agriculture, reduce resource waste, and improve food security.

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