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AI-Driven Farming Systems With Minimal Human Intervention

  • Erbil Polytechnic University
  • University of Raparin

Research output: Book/ReportBookpeer-review

Abstract

Description: AI-driven farming systems reshape agriculture by integrating sensing technologies, machine learning, and autonomous machinery into a data-informed ecosystem. These systems monitor soil conditions, weather patterns, crop health, and resource use in real time, enabling precise decisions that optimize yields while reducing waste and environmental impact. By automating tasks, AI-driven farms may address labor shortages and increase efficiency across operations. They also raise important questions about technological access, data ownership, and the evolving role of farmers, positioning this approach as both a transformative opportunity and a critical area for thoughtful policy and ethical consideration. AI-Driven Farming Systems With Minimal Human Intervention explores AI-powered agricultural innovations, bridging the gap between research and practice. It highlights the transformative role of AI in tackling global agricultural challenges and emphasizes the need for advanced AI-driven solutions to enhance productivity, optimize resource use, promote climate resilience, reduce costs, improve yields, and support sustainable farming. This book covers topics such as irrigation, automation, and climatology, and is a useful resource for engineers, business owners, farmers, academicians, researchers, and scientists. Coverage: The many academic areas covered in this publication include, but are not limited to: Agricultural Science & Technology Artificial Intelligence (AI) Automation Climatology Deep Learning Edge Computing Farming Systems Internet of Things (IoT) Irrigation Precision Agriculture Predictive Analysis Security & Privacy Smart Technology Vertical Farming.

Original languageEnglish
PublisherIGI Global
Number of pages444
ISBN (Electronic)9798337392974
ISBN (Print)9798337392967
DOIs
Publication statusPublished - 1 Jan 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger
  2. SDG 6 - Clean Water and Sanitation
    SDG 6 Clean Water and Sanitation
  3. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production
  4. SDG 13 - Climate Action
    SDG 13 Climate Action
  5. SDG 17 - Partnerships for the Goals
    SDG 17 Partnerships for the Goals

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