Role of Data Visualization and Big Data Analytics in Smart Agriculture

Author:

Kavitha J1,Kumari Shabnam2,Manivannan K.3ORCID,Tyagi Amit Kumar4ORCID

Affiliation:

1. BVRIT Hyderabad College of Engineering for Women, Hyderabad, India

2. SRM Institute of Science and Technology, Kattankulathur, Chennai, India

3. Jain University, Bengaluru, India

4. National Institute of Fashion Technology, New Delhi, India

Abstract

The role of emerging technologies has gained huge attention in recent years. With the advancements in sensor technologies, internet of things (IoT), and remote sensing, large amounts of data are being generated in agriculture. However, making sense of this data and extracting valuable information offers major/ important challenges. Data visualization techniques offer a solution by providing intuitive and interactive ways to represent complex agricultural data. Furthermore, big data analytics techniques enable the extraction of valuable information and patterns from large datasets, contributing to informed decision-making in smart agriculture. This chapter discusses the importance/benefits of data visualization and big data analytics in smart agriculture. It discusses various data sources in agriculture, including sensor technologies, IoT, and remote sensing. This work also provides an overview of the tools and technologies available for data visualization in smart agriculture, including data visualization software, etc., in detail.

Publisher

IGI Global

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Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Data Analytics in Digital Agriculture;SpringerBriefs in Agriculture;2024

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