Imperative Role of Automation and Wireless Technologies in Aquaponics Farming
Food and agriculture are significant aspects that can meet the food demand estimated by the Food Agriculture Organization (FAO) by 2050. In addition to this, the United Nations sustainable development goals recommended implementing sustainable practices to meet food demand to achieve sustainability....
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| Veröffentlicht in: | Wireless communications and mobile computing 2022-06, Vol.2022, p.1-13 |
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| creator | Gayam, Kiran Kumari Jain, Anuj Gehlot, Anita Singh, Rajesh Akram, Shaik Vaseem Singh, Aman Anand, Divya Noya, Irene Delgado |
| description | Food and agriculture are significant aspects that can meet the food demand estimated by the Food Agriculture Organization (FAO) by 2050. In addition to this, the United Nations sustainable development goals recommended implementing sustainable practices to meet food demand to achieve sustainability. Currently, aquaponics is one of the sustainable practices that require less land and water and has a low environmental impact. Aquaponics is a closed-loop and soil-less method of farming, where it requires intensive monitoring, control, and management. The advancement of wireless sensors and communication protocols empowered to implementation of an Internet of Things- (IoT-) based system for real-time monitoring, control, and management in aquaponics. This study presents a review of the wireless technology implementation and progress in aquaponics. Based on the review, the study discusses the significant water and environmental parameters of aquaponics. Followed by this, the study presents the implementation of remote, IoT, and ML-based monitoring of aquaponics. Finally, the review presents the recommendations such as edge and fog-based vision nodes, machine learning models for prediction, LoRa-based sensor nodes, and gateway-based architecture that are beneficial for the enhancement of wireless aquaponics and also for real-time prediction in the future. |
| doi_str_mv | 10.1155/2022/8290255 |
| format | Article |
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In addition to this, the United Nations sustainable development goals recommended implementing sustainable practices to meet food demand to achieve sustainability. Currently, aquaponics is one of the sustainable practices that require less land and water and has a low environmental impact. Aquaponics is a closed-loop and soil-less method of farming, where it requires intensive monitoring, control, and management. The advancement of wireless sensors and communication protocols empowered to implementation of an Internet of Things- (IoT-) based system for real-time monitoring, control, and management in aquaponics. This study presents a review of the wireless technology implementation and progress in aquaponics. Based on the review, the study discusses the significant water and environmental parameters of aquaponics. Followed by this, the study presents the implementation of remote, IoT, and ML-based monitoring of aquaponics. Finally, the review presents the recommendations such as edge and fog-based vision nodes, machine learning models for prediction, LoRa-based sensor nodes, and gateway-based architecture that are beneficial for the enhancement of wireless aquaponics and also for real-time prediction in the future.</description><identifier>ISSN: 1530-8669</identifier><identifier>EISSN: 1530-8677</identifier><identifier>DOI: 10.1155/2022/8290255</identifier><language>eng</language><publisher>Oxford: Hindawi</publisher><subject>Agriculture ; Aquaponics ; Automation ; Climate change ; Environmental impact ; Farming ; Fertilizers ; Fish ; Fog ; Food ; Internet of Things ; Machine learning ; Nodes ; Nutrients ; Real time ; Remote monitoring ; Soilless farming ; Sustainability ; Sustainable development ; Sustainable practices ; Wireless communications</subject><ispartof>Wireless communications and mobile computing, 2022-06, Vol.2022, p.1-13</ispartof><rights>Copyright © 2022 Kiran Kumari Gayam et al.</rights><rights>Copyright © 2022 Kiran Kumari Gayam et al. 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| subjects | Agriculture Aquaponics Automation Climate change Environmental impact Farming Fertilizers Fish Fog Food Internet of Things Machine learning Nodes Nutrients Real time Remote monitoring Soilless farming Sustainability Sustainable development Sustainable practices Wireless communications |
| title | Imperative Role of Automation and Wireless Technologies in Aquaponics Farming |
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