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This is a Experimental Study study.

Optimizing Water Quality in Carp Farming through an IoT-based Dissolved Oxygen Monitoring System

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This system demonstrates improved water quality and reduced fish mortality in common carp aquaculture through real-time monitoring.

Reduces fish mortality by providing real-time monitoring of dissolved oxygen levels in carp farming.
Achieved 92.7% accuracy and 98% precision during one week of field testing at a local carp pond.
Developed an IoT-based monitoring system using ESP32 microcontroller and Blynk for effective aquaculture management.
Highlights the importance of low-cost technology in maintaining stable water quality in aquaculture systems.

Hayati et al. (2025) studied this question.

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View Full Paper

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Authors

This system demonstrates improved water quality and reduced fish mortality in common carp aquaculture through real-time monitoring.

Reduces fish mortality by providing real-time monitoring of dissolved oxygen levels in carp farming.
Achieved 92.7% accuracy and 98% precision during one week of field testing at a local carp pond.
Developed an IoT-based monitoring system using ESP32 microcontroller and Blynk for effective aquaculture management.
Highlights the importance of low-cost technology in maintaining stable water quality in aquaculture systems.

Hayati et al. (2025) studied this question.

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