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Smart agriculture automation using advanced technologies:data analytics and machine learning, cloud architecture, automation and IoT.

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Introduction


This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.


內容簡介來源:

Smart Agriculture Using IoT and Machine Learning
Sumiksha Shetty, A. B. Smitha
Pages 1-16
 
Precision Farming and Its Application
Himanshu Pandey, Devendra Singh, Ratan Das, Devendra Pandey
Pages 17-33
 
Smart Dairy Farming Overview: Innovation, Algorithms and Challenges
Sindiso M. Nleya, Siqabukile Ndlovu
Pages 35-59
 
Precision Farming in Modern Agriculture
E. Fantin Irudaya Raj, M. Appadurai, K. Athiappan
Pages 61-87
 
ML-Based Smart Farming Using LSTM
Himadri Nath Saha, Reek Roy
Pages 89-111
 
IoT Doordarshi: Smart Weather Monitoring System Using Sense Hat for Improving the Quality of Crops
Harshita Jain, Kirti Panwar Bhati, Nupoor Katre, Prashant Meshram
Pages 113-122
 
IoT-Enabled Smart Farming: Challenges and Opportunities
Supriya Jaiswal, Gopal Rawat
Pages 123-139
 
Fermat Point-Based Wireless Sensor Networks: A Default Choice for Measuring and Reporting Farm Parameters in Precision Agriculture
Kaushik Ghosh, Sugandha Sharma
Pages 141-150
 
Application of IoT-Enabled 5G Network in the Agricultural Sector
Kaushal Mukherjee, Subhadeep Mukhopadhyay, Sahadev Roy, Arindam Biswas
Pages 151-164
 
An Economical Helping Hand for Farmers—Agricultural Drone
Mainak Mandal, Ravish Jain, Aman Pandey, Richa Pandey
Pages 165-176
 
On Securing Smart Agriculture Systems: A Data Aggregation Security Perspective
Tala Almashat, Ghada Alateeq, Arwa Al-Turki, Nora Alqahtani, Anees Ara
Pages 177-193
 
Urea Spreaders for Improving the Crop Productivity in Agriculture: Recent Developments
Deepika Koundal, Virendar Kadyan
Pages 195-206
 
Agricultural Informatics and practices—The Concerns in Developing and Developed Countries
P. K. Paul
Pages 207-228

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