SMARTGROW: AUTOMATED PLANT MONITORING SYSTEM

This paper presents an automated agriculture solution that integrates IoT sensors, machine learning and automation to improve plant monitoring and management. Using a Raspberry Pi 4, the system collects real-time data from sensors such as DHT11, soil moisture sensor, MQ-135 and PIR to monitor environmental conditions. A camera module combined with a deep learning model detects plant diseases and pest infestations. Based on the sensor data and analysis, the system automatically controls irrigation and pesticide spraying while displaying information through a web interface and storing data on the ThingSpeak cloud. This approach reduces manual intervention, optimizes water and pesticide usage and promotes efficient and sustainable plant care.

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Publication Details

Journal
JOURNAL OF ADVANCE AND FUTURE RESEARCH
Published
2026-03-01
DOI
https://doi.org/10.56975/jaafr.v4i3.505525
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
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article

SMARTGROW: AUTOMATED PLANT MONITORING SYSTEM

Bharath Kumar G, Jefrry Richard P, Gokulraj K, Manojkumar S
JOURNAL OF ADVANCE AND FUTURE RESEARCH
Smart Agriculture and AI
article

SMARTGROW: AUTOMATED PLANT MONITORING SYSTEM

Bharath Kumar G, Jefrry Richard P, Gokulraj K, Manojkumar S
article en

Abstract

This paper presents an automated agriculture solution that integrates IoT sensors, machine learning and automation to improve plant monitoring and management. Using a Raspberry Pi 4, the system collects real-time data from sensors such as DHT11, soil moisture sensor, MQ-135 and PIR to monitor environmental conditions. A camera module combined with a deep learning model detects plant diseases and pest infestations. Based on the sensor data and analysis, the system automatically controls irrigation and pesticide spraying while displaying information through a web interface and storing data on the ThingSpeak cloud. This approach reduces manual intervention, optimizes water and pesticide usage and promotes efficient and sustainable plant care.

JOURNAL OF ADVANCE AND FUTURE RESEARCHVol. 4(3)
Ramakrishna Mission Vidyamandira (IN)
Zero hunger
Openalex Percentile: Top 4%
Smart Agriculture and AI
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