错误:搜索内容不能为空,请输入英文关键词
错误:关键词超出字数限制,请精简
高级检索

Artificial Intelligence and Smart Farming: An Overview

  • Varsha Kanojia,
  • A. Subeesh,
  • N. L. Kushwaha

摘要

The integration of artificial intelligence (AI)Artificial Intelligence (AI) into the field of agriculture has given rise to the concept of smart farming. AI has significantly transformed the way agriculture is approached through precision agriculture. This approach leverages AI algorithms and data analytics to optimize farming practices at a granular level. By utilizing technologies like remote sensing, drones, and satellite imagery, farmers can collect extensive data on crop conditions, soil quality, and environmental factors. AI algorithms then process this data to generate valuable insights, enabling farmers to make informed decisions regarding resource allocation such as water, fertilizers, and pesticides. The result is improved crop yields, reduced resource waste, and minimized environmental impact. This chapter provides an overview of the advancements and applications of AI in smart farming, highlighting its potential to revolutionize traditional agricultural practices. The chapter covers various aspects, including precision agriculture, crop monitoring and management, livestock management, and agricultural robotics. Additionally, it explores the benefits and challenges associated with AI in smart farming, emphasizing the need for further research and development in this rapidly evolving field.