
Next-Gen Smart Farming
Integrating AI, IoT, Digital Twin, and Robotics for Cyber-Physical Systems
by Annamaria Castrignanò, Lucio Colizzi, Raj Khosla, Spyros Fountas
1st Edition
Publisher: Academic Press
Book Details
| Print ISBN | 9780443439186 |
| eText ISBN | 9780443439193 |
| Publisher | Academic Press |
| Publishing Year | 2026 |
| Edition | 1st Edition |
| Language | English |
| Pages | 308 |
Next-Gen Smart Farming: Integrating AI, IoT, Digital Twin, and Robotics for Cyber-Physical Systems, 1st Edition, provides a reference overview of physical and computerized frameworks created to improve agricultural performance. Directed at researchers, scientists, and academics within digital agriculture, this work examines how automated systems and data infrastructure interface across modern production settings.
The text surveys sensing technologies alongside spatial analysis, decision modeling, and field automation. Chapters detail how physical instruments gather environmental metrics, which algorithms then process to support crop monitoring and yield forecasting. By integrating Internet of Things devices with machine learning models, the volume explains the architecture required to manage real-time agricultural data streams effectively.
A focal case study centered on leaf nutrient sensing shows data-driven optimization in precision fertilization routines. This practical demonstration supports the needs of extension specialists, policymakers, and industry experts developing field-ready agricultural technologies across commercial and research settings.
Table of Contents
Chapter 1: Introduction to the use of AI technology in agriculture
Chapter 2: Sensing and architecture of an agricultural cyber system
Chapter 3: Geostatistics and machine learning for analyzing spatial data
Chapter 4: Decision-making in smart agriculture: advanced models and techniques
Chapter 5: Automation and robotics
Chapter 6: Economic, environmental, social, and ethical impacts of AI in smart farming
Chapter 7: Visible and near-infrared spectroscopy for nutrient analysis of leaf tissues
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