Intelligent Robots and Drones for Precision Agriculture
This book provides extensive information about smart farming, precision agriculture and the technologies that make them succeed. The authors provide detailed machine learning and deep learning models and algorithms that can be implemented effectively to improve smart farming methods. The authors als...
| Other Authors: | , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer Nature Switzerland
2024, 2024
|
| Edition: | 1st ed. 2024 |
| Series: | Signals and Communication Technology
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction
- Intelligent computing with drones and robotics for Precision Agriculture
- Smart Farming and Precision Agriculture and Its Need in Today’s World
- Role of Machine Learning in Smart Farming and Its Applications
- Types of Soil Classification for the Identification of the Right Crop to be Cultivated
- Convergence of IoT, Big Data and Machine Learning for better yield Prediction in Smart Farming
- Soil Classification and Crop Prediction using Machine Learning Techniques
- Artificial Intelligence (AI) – enabled Drone Technology for Smart Farming
- Connected Drones for Smart Farming: The Use Cases and Challenges
- Drones and Robots in Smart Agriculture
- IoT-based Precision Agriculture and Crop Management using Machine Learning Approaches
- Smart Organic Agriculture in Traditional South Indian Based Farming System
- Crop and Fertilizer Recommendation System for Sustainable Agricultural Development
- The Role of Robotics and Drones in Precision Farming using Artificial Intelligence with an Automatic Learning Approach
- Applications of UAV-AD (Unmanned Aerial Vehicle-Agricultural Drones) in Precision Farming
- Machine Learning (ML) Algorithms on IoT and Drone Data for Smart Farming
- Recent improvements and major challenges in Digitized farming: A review
- A Comprehensive Review on the Internet of Things, 5G network, Drone Technologies for Smart Agriculture
- Internet of Things based Smart Agriculture Advisory System
- Conclusion