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Transforming Agriculture: Navigating the Challenges and Embracing the Opportunities of Artificial Intelligence of Things

农业 计算机科学 人工智能 地理 考古
作者
Ying Mei Leong,Lim Ean Heng,Nor Fatiha Binti Subri,Norazira Binti A Jalil
标识
DOI:10.1109/agreta57740.2023.10262747
摘要

Agriculture faces significant challenges, including climate change, limited resources, and population growth, necessitating innovative solutions to ensure sustainable productivity and food security. Artificial Intelligence of Things (AIoT), a convergence of Al and IoT technologies, offers transformative potential for agriculture by optimizing resource utilization, improving production management, and reducing labor dependency. This paper presents an overview of AIoT applications in agriculture, highlighting its benefits, opportunities, and challenges. AIoT's benefits include increased efficiency and productivity through automation, reduced labor dependency with AI-powered robots, improved decisionmaking by analyzing real-time data, and enhanced sustainability by optimizing resource use. Opportunities for AIoT in agriculture encompass precision farming, predictive analytics, autonomous farming, resource optimization, supply chain efficiency, and decision support systems. However, implementing AIoT in agriculture faces challenges such as data quality, connectivity, cost, privacy, and user adoption. Addressing these challenges is essential to harness AIoT's potential fully. Future research directions include developing advanced Al algorithms, exploring edge computing, promoting interoperability and standards, and investigating AIoT's role in climate resilience and resource management. Research should also focus on AIoT adoption and usability, social and ethical implications, and AIoT-based supply chain integration. AIoT offers the opportunity to revolutionize agriculture, address challenges and unlock opportunities for sustainable productivity and food security. By adopting AIoT technologies and following relevant research directions, the agricultural sector can overcome challenges and achieve a resilient and food-secure future.

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