Editors: Praveen Kumar Shukla, Tushar Kanti Bera

Future Farming: Advancing Agriculture with Artificial Intelligence

eBook: US $39 Special Offer (PDF + Printed Copy): US $72
Printed Copy: US $52
Library License: US $156
ISBN: 978-981-5124-73-6 (Print)
ISBN: 978-981-5124-72-9 (Online)
Year of Publication: 2023
DOI: 10.2174/97898151247291230101

Introduction

Artificial Intelligence is playing a vital role in implementing the smart methods for the agriculture and it will change the aspects of performing agricultural activities. The objective of this book is to inform readers about how artificial intelligence is improving agriculture by exploring its applications. The book addresses several aspects of the artificial intelligence applications in the smart agriculture including, pest control, leaf disease identification, identification of weed, field security and applications of drones in smart farming. Chapters are contributed by experts in agriculture, computer science and biotechnology.

Key Themes:

  • - Advanced machine learning techniques for pest control and disease identification
  • - Automated recognition and classification of plant diseases, focusing on tomatoes and pearl millet
  • - Integration of artificial intelligence for solar-powered robots to identify weeds and damages in vegetables
  • - Development of field prevention systems to deter wild animals in farming areas
  • - Utilization of machine learning for weather forecasting to facilitate smart agriculture practices
  • - Intelligent crop planning and precision farming through AI applications
  • - Integration of artificial intelligence and drones to enhance efficiency and effectiveness in smart farming operations

Other features of the book include a list of references and simple summaries in each chapter to distil the information for readers. The book is a reference material for courses on automation in agriculture and as a handbook for anyone interested in new advances in farming.

Readership Students and trainees in agriculture automation; researchers, general readers and enthusiasts in AI applications and farming.

Contributors

Editor(s):
Praveen Kumar Shukla
Department of Computer Science & Engineering,
Babu Banarasi Das University,
Lucknow, UP,
India


Tushar Kanti Bera
Department of Electrical Engineering,
National Institute of Technology,
Drugapur,
India




Contributor(s):
Avadhesh Kumar
School of Computer Science & Engineering
Galgotias University, Buddha International Circuit, Greater Noida
Uttar Pradesh
India


Ajeet Kumar
Mott Macdonald
Bangalore
India


Kamatchi Chandrasekar
Department of Biotechnology
The Oxford College of Science
Chennai,
India


Dahlia Sam
Department of Information Technology
Dr. MGR Educational and Research Institute
Chennai,
India


Dwijendra Nath Dwivedi
Krakow university of Economics,
Rakowicka Kraków
Poland


Harshita Jain
Geetanjali Institute of Technical Studies
Udaipur, Rajasthan
India


Gujjula Jhansi
Department of EEE
Dr. MGR Educational and Research Institute
Chennai
India


Kalaivani Anbarasan
Department of Computer Science and Engineering, Saveetha School of Engineering,
Saveetha Institute of Medical & Technical Sciences
Chennai, Tamil Nadu 602105,
India


Kyathanahalli Basavanthappa Vedamurthy
Karnataka Veterinary, Animal and Fisheries Sciences University
BIDAR, Karnataka
India


Kitty Tripathi
Department of Electrical Engineering
Babu Banarasi Das Northern India Institute of Technology
Lucknow
India


Krishna Kumar Ramaraj
Department of EEE, School of Engineering
Vels Institute of Science, Technology and Advanced Studies
Chennai,
India


Latif Khan
Geetanjali Institute of Technical Studies
Udaipur, Rajasthan
India


Manjunath Chikkamath
Bosch Global Software Technologies
Bengaluru
India


Mayank Patel
Geetanjali Institute of Technical Studies
Udaipur, Rajasthan
India


Nalinashini Ganesamoorthi
Department of EIE, R. M. D. Engineering College
Chennai,
India


Nallamilli Pushpa Ganga Bhavani
Department of Electronics and Communications Engineering, Saveetha School of Engineering
Chennai, Tamil Nadu,
India


Prabhash Chandra Pathak
School of Computer Applications
Babu Banarasi Das University
Lucknow
India


Praveen Kumar Shukla
Artificial Intelligence Research Center, Department of Computer Science & Engineering
School of Engineering, Babu Banarasi Das University
Lucknow
India


B. Rengammal Sankari
EEE Department, Dr. MGR Educational and Research Institute
Chennai,
India


Rajan Prasad
Artificial Intelligence Research Center
Department of Computer Science & Engineering, School of Engineering, Babu Banarasi Das University
Lucknow
India


Rajashekharappa Thimmappa
University of Agricultural Sciences
Bangalore, Karnataka
India


Sujatha Kesavan
EEE Department, Dr. MGR Educational and Research Institute
Chennai,
India


Santosh Kumar Upadhyay
School of Computer Science & Engineering
Galgotias University, Buddha International Circuit, Greater Noida
Uttar Pradesh
India


Saurabh Srivastava
Geetanjali Institute of Technical Studies
Udaipur, Rajasthan
India


Syed Anas Ansar
School of Computer Applications
Babu Banarasi Das University
Lucknow
India


Sushant Bhatt
Shri Ramswaroop Memorial University
Lucknow
India


Srividhya Veerabathran
Department of EEE, Meenakshi Engineering College
Chennai, Tamil Nadu 600078,
India


Tamilselvi Chandrasekharan
Department of Information Technology
Dr. MGR Educational and Research Institute
Chennai,
India


Vani Agrawal
Department of Computer Science and Application
School of Engineering and Technology, ITM University
Gwalior
India