AI and Smart Technologies for Smart Agriculture Environment
摘要
Modern agriculture stands at the crossroads of a profound transformation, propelled by the integration of artificial intelligence (AI) and smart technologies into farming practices. This chapter explores the pivotal role of these innovations in shaping the future of agriculture, including the sensor technologies, Internet of Things (IoT), automation, data analytics, and machine learning (ML). It elucidates how these technologies are revolutionizing farming by enabling precision agriculture, resource optimization, and data-driven decision-making. AI’s impact on crop monitoring and management, smart irrigation systems, pest and disease management, and farming automation is discussed in detail. The abstract also highlights the critical challenges facing the adoption of these technologies, such as data privacy, digital accessibility, and interoperability. Furthermore, it outlines promising future directions for smart agriculture, including sustainability initiatives, AI-driven crop breeding, blockchain for supply chain transparency, and the role of 5G and edge computing. The importance of regulatory frameworks, education, and international collaboration in fostering responsible innovation is emphasized. This chapter tackles the foundations of smart farming, the implementation of artificial intelligence in agriculture, the Internet of Things, the technologies involved, obstacles, and potential future developments.