Editors: S. Gowrishankar, Hamidah Ibrahim , A. Veena, K.P. Asha Rani , A.H. Srinivasa

Data Science for Agricultural Innovation and Productivity

eBook: US $49 Special Offer (PDF + Printed Copy): US $88
Printed Copy: US $64
Library License: US $196
ISBN: 978-981-5196-18-4 (Print)
ISBN: 978-981-5196-17-7 (Online)
Year of Publication: 2024
DOI: 10.2174/97898151961771240101

Introduction

Data Science for Agricultural Innovation and Productivity explores the transformation of agriculture through data-driven practices. This comprehensive book delves into the intersection of data science and farming, offering insights into the potential of big data analytics, machine learning, and IoT integration.

Readers will find a wide range of topics covered in 10 chapters, including smart farming, AI applications, hydroponics, and robotics. Expert contributors, including researchers, practitioners, and academics in the fields of data science and agriculture, share their knowledge to provide readers with up-to-date insights and practical applications. The interdisciplinary emphasis of the book gives a well-rounded view of the subject.

With real-world examples and case studies, this book demonstrates how data science is being successfully applied in agriculture, inspiring readers to explore new possibilities and contribute to the ongoing transformation of the agricultural sector. Sustainability and future outlook are the key themes, as the book explores how data science can promote environmentally conscious agricultural practices while addressing global food security concerns.

Key Features:
  • - Focus on data-driven agricultural practices
  • - Comprehensive coverage of modern farming topics with an interdisciplinary perspective
  • - Expert insights
  • - Sustainability and future outlook
  • - Highlights practical applications

Data Science for Agricultural Innovation and Productivity is an essential resource for researchers, data scientists, farmers, agricultural technologists, students, educators, and anyone with an interest in the future of farming through data-driven agriculture.

Readership

Researchers, data scientists, farmers, agricultural technologists, students, educators, and general readers.

Foreword

- Pp. i
Sharath Malve
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Preface

- Pp. ii-iv (3)
S. Gowrishankar, Hamidah Ibrahim, A. Veena, K. P. Asha Rani, A. H. Srinivasa
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List of Contributors

- Pp. v-vi (2)

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Digital Twin for Smart Farming

- Pp. 1-16 (16)
Galiveeti Poornima*, Deepak S. Sakkari, Sukruth Gowda M.A.

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Deep Learning Models for Prediction of Disease in Lycopersicum

- Pp. 17-24 (8)
Nakatha Arun Kumar*, Sathish S. Kumar

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A Smart Hydroponics System for Sustainable Agriculture

- Pp. 25-47 (23)
Supriya Jaiswal*, Gopal Rawat, Chetan Khadse, Sohit Sharma

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Agriculture Robotics

- Pp. 48-79 (32)
Bogala Mallikharjuna Reddy*

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Internet of Green Things (IoGT) for Carbon-Free Economy

- Pp. 80-109 (30)
Sadiq Mohammed Sanusi*, Singh Invinder Paul, Ahmad Muhammad Makarfi

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Revolutionizing Precision Agriculture Using Artificial Intelligence and Machine Learning

- Pp. 110-126 (17)
Jayalakshmi Murugan*, Maharajan Kaliyanandi, Carmel Sobia M.

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Internet of Fisheries Things (IOFT) for Blue Economy & Ecosystem

- Pp. 127-162 (36)
Sadiq Mohammed Sanusi*, Singh Invinder Paul, Ahmad Muhammad Makarfi

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Tea Rhizospheres and Their Functional Role in Tea Gardens

- Pp. 163-174 (12)
Rwitabrata Mallick*

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Applications of Smart Farming Sensors: A Way Forward

- Pp. 175-193 (19)
Prasenjit Pal*, Sandeep Poddar

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An Overview of Building a Global Data Area on the Web for Farming

- Pp. 194-207 (14)
R. Sapna*, Ravva Akash Guptha, Paritala Venkateswara Rao, Raavi Sai Pranay

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Subject Index

- Pp. 208-213 (6)
S. Gowrishankar, Hamidah Ibrahim, A. Veena, K. P. Asha Rani, A. H. Srinivasa
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