Internet of Things in aquaculture: A review of the challenges and potential solutions based on current and future trends

Rastegari, Hajar; Nadi, Farhad; Lam, Su Shiung; Abdullah, Mhd Ikhwanuddin; Kasan, Nor Azman; Rahmat, Romi Fadillah; Mahari, Wan Adibah Wan

doi:10.1016/j.atech.2023.100187

Cited by 32 publications

(15 citation statements)

References 86 publications

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“…One of the key drivers of the IoT is the proliferation of low-cost sensors and other hardware, as well as the development of wireless networking technologies that enable a wide range of devices to be connected to the Internet [24,25]. In addition, advances in data analytics and cloud computing have enabled the processing and analysis of the large amounts of data generated by IoT devices, allowing for increased productivity and quality of life in both old new industries and societies [1].…”

Section: Internet Of Things 221 Basics About the Internet Of Thingsmentioning

confidence: 99%

Review of Intelligent Healthcare for the Internet of Things: Challenges, Techniques and Future Directions

2024

J Sen Net Data Comm

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Connected devices, sensors, and other technologies can be used to enhance healthcare delivery and administration, and this is what is meant by “intelligent healthcare” for the IoT. Medical care, illness prevention, and overall health management could all be dramatically altered by this discovery. The Internet of Things (IoT), Big Data, AI, and ML have all come a long way, and their expanding use in our daily lives makes it evident that technology will play a crucial role in the future of healthcare. These technological advancements, after overcoming technical hurdles like dealing with huge volumes of data, present a variety of ethical and security problems that must be addressed for the successful integration of technology in healthcare. Ethical concerns around the use of AI and ML technologies, as well as issues of getting people used to working alongside machines. These obstacles need to be dealt with and conquered if smart healthcare is ever going to reach its full potential and enhance people’s lives through the integration of technology and healthcare. The complexity of IoT-enabled smart healthcare in the present day is the subject of this research.

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Section: Internet Of Things 221 Basics About the Internet Of Thingsmentioning

confidence: 99%

Review of Intelligent Healthcare for the Internet of Things: Challenges, Techniques and Future Directions

2024

J Sen Net Data Comm

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“…In aquaculture, similar hurdles exist for more precision or smart farming data-driven approaches, especially in poorer or more rural regions where access to electricity or the Internet is not reliable [152][153][154] . Indeed, high-income countries, such as the USA, probably have a greater capacity to improve their aquaculture data more quickly with the right internal coordination and support, especially across the diverse agencies tasked or interested in aquatic commodity data collection 78 .…”

Section: Review Articlementioning

confidence: 99%

Assessing and addressing the global state of food production data scarcity

Kebede,

Abou Ali,

Clavelle

et al. 2024

Nat Rev Earth Environ

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Food production data -such as crop, livestock, aquaculture and fisheries statistics -are critical to achieving multiple sustainable development goals. However, the lack of reliable, regularly collected, accessible, usable and spatially disaggregated statistics limits an accurate picture of the state of food production in many countries and prevents the implementation of effective food system interventions. In this Review, we take stock of national and international food production data to understand its availability and limitations. Across databases, there is substantial global variation in data timeliness, granularity (both spatially and by food category) and transparency. Data scarcity challenges are most pronounced for livestock and aquatic food production. These challenges are largely concentrated in Central America, the Middle East and Africa owing to a combination of inconsistent census implementation and a global reliance on self-reporting. Because data scarcity is the result of technical, institutional and political obstacles, solutions must include technological and policy innovations. Fusing traditional and emerging data-gathering techniques with coordinated governance and dedicated long-term financing will be key to overcoming current obstacles to sustained, up-to-date and accurate food production data collection, foundational in promoting and monitoring progress towards healthier and more sustainable food systems worldwide.Sections Agricultural Monitoring (GEOGLAM) Crop Monitor, the US Department of Agriculture -Foreign Agricultural Service (USDA-FAS), the FAO, the European Commission Joint Research Center's Anomaly hot Spots of Agricultural Production (ASAP), the MIRCA2000 dataset 18 and the dataset published by Sacks et al. 28 . These data are typically provided at the national or subnational level (administrative levels 0 and 1); Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

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“…These channels effectively utilize both network infrastructure and wireless sensors. Attaining consistent and reliable performance in data transmission is paramount, especially in light of the substantial interference prevalent in the complex agricultural production environment and frequent climate changes that continually challenge this technology [67], [68].…”

Section: ) Connectivity Layermentioning

confidence: 99%

Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey

Mowla,

Shah

et al. 2023

IEEE Access

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The increasing food scarcity necessitates sustainable agriculture achieved through automation to meet the growing demand. Integrating the Internet of Things (IoT) and Wireless Sensor Networks (WSNs) is crucial in enhancing food production across various agricultural domains, encompassing irrigation, soil moisture monitoring, fertilizer optimization and control, early-stage pest and crop disease management, and energy conservation. Wireless application protocols such as ZigBee, WiFi, SigFox, and LoRaWAN are commonly employed to collect real-time data for monitoring purposes. Embracing advanced technology is imperative to ensure efficient annual production. Therefore, this study emphasizes a comprehensive, futureoriented approach, delving into IoT-WSNs, wireless network protocols, and their applications in agriculture since 2019. It thoroughly discusses the overview of IoT and WSNs, encompassing their architectures and summarization of network protocols. Furthermore, the study addresses recent issues and challenges related to IoT-WSNs and proposes mitigation strategies. It provides clear recommendations for the future, emphasizing the integration of advanced technology aiming to contribute to the future development of smart agriculture systems. INDEX TERMSInternet of things, wireless sensor networks, wireless network protocols, smart agriculture applications.

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Internet of Things in aquaculture: A review of the challenges and potential solutions based on current and future trends

Cited by 32 publications

References 86 publications

Review of Intelligent Healthcare for the Internet of Things: Challenges, Techniques and Future Directions

Review of Intelligent Healthcare for the Internet of Things: Challenges, Techniques and Future Directions

Assessing and addressing the global state of food production data scarcity

Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey

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