Editors: Raghavendra M. Devadas, Vani Hiremani, Praveen Gujjar Jagannath, Lubna Ambreen, Harold Andrew Patrick

Sustainable Agriculture Applications Using Large Language Models

eBook: US $49 Special Offer (PDF + Printed Copy): US $79
Printed Copy: US $54
Library License: US $196
ISBN: 979-8-89881-019-1 (Print)
ISBN: 979-8-89881-018-4 (Online)
Year of Publication: 2025
DOI: 10.2174/97988988101841250101

Introduction

Sustainable Agriculture Applications Using Large Language Models examines how AI-powered tools can enhance decision-making, resource optimization, and knowledge dissemination across diverse agricultural contexts. Spanning topics from crop management and pest control to water conservation and market analysis, the book features a multidisciplinary approach including real-world applications and case studies. It highlights how LLMs can support sustainable practices by analyzing agricultural data, improving communication with farmers, and enabling predictive insights. Special attention is given to ethical considerations and the responsible deployment of AI tools in rural and technologically evolving regions.

Key Features:

  • - Demonstrates how LLMs support sustainable agriculture practices
  • - Showcases AI-driven approaches in crop, pest, and water management
  • - Presents real-world applications and case studies across regions
  • - Explores ethical considerations and responsible AI deployment in agriculture
  • - Analyzes LLM integration in agricultural education, communication, and policy


Readership:

Agricultural professionals, researchers, data scientists, and technologists seeking to harness AI for sustainable farming.

Contributors

Editor(s):
Raghavendra M. Devadas
Manipal Institute of Technology Bengaluru
Manipal Academy of Higher Education
Manipal
India


Vani Hiremani
Symbiosis Institute of Technology
Symbiosis International (Deemed University)
Pune
India


Praveen Gujjar Jagannath
Faculty of Management Studies
JAIN (Deemed-to-be University)
Bengaluru
India


Lubna Ambreen
Faculty of Management Studies
JAIN (Deemed-to-be University)
Bengaluru
India


Harold Andrew Patrick
Faculty of Management Studies
JAIN (Deemed-to-be University)
Bengaluru
India




Contributor(s):
Beldona Visweswara
Department of CSE
Presidency University
Bangalore
India


Dudekula Sanjay
Department of CSE
Presidency University
Bangalore
India


Hemanth Kumar Shankarappa
Acharya Institute of Management and Sciences
Bengaluru
India


Indupuri Mohan Vamsi
Department of Computer Science and Engineering
Presidency University
Bangalore
India


Jayanthi Ethiraj
Department of CSE
Presidency University
Bangalore
India


Muchamari Vishnu Vardhan
Department of CSE
Presidency University
Bangalore
India


Napoleon Prabakaran
CMS Business School, JAIN (Deemed-to-be University)
Bengaluru, Karnataka
India


Navaneethakumar Venugopal
CMS Business School, JAIN (Deemed-to-be University)
Bengaluru, Karnataka
India


Shalini Acharya
School of Management
Presidency University
Bengaluru-560064, Karnataka
India


Sreelatha
Department of Computer Science and Engineering
Presidency University
Bangalore
India


Tintu Vijayan
Department of CSE
Presidency University
Bangalore
India


Tharun Darur
Department of CSE
Presidency University
Bangalore
India


Uma Chandrakant Swadimath
Faculty of Management Studies
CMS Business School, JAIN (Deemed-to-be University)
Bengaluru
India


Vijaya Gangoor
CMS Business School
JAIN (Deemed-to-be University)
Bengaluru, Karnataka
India


Veluswamy Saravana Kumar
Acharya Institute of Management and Sciences
Bengaluru
India




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