Computational Techniques in Precision Agriculture: Advances and Applications
暫譯: 精準農業中的計算技術：進展與應用

Batra, Bhoomika, Kumar Shukla, Vinod, Bhatnagar, Vaibhav

Computational Techniques in Precision Agriculture: Advances and Applications
  • 出版商: CRC
  • 出版日期: 2026-03-30
  • 售價: $5,590
  • 貴賓價: 9.5 折 $5,310
  • 語言: 英文
  • 頁數: 290
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032859776
  • ISBN-13: 9781032859774
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

商品描述

This book discusses the components and foundations of precision agriculture, followed by smart farming practices, sustainable development in precision agriculture, and use of artificial intelligence techniques in the field of agriculture.

Features:

  • Discusses remote sensing techniques, global positioning system, robotics, and unmanned aerial vehicles in precision agriculture.
  • Covers sustainable development in precision agriculture, data management and analytics, and variable rate technology.
  • Highlights the implementation of artificial intelligence techniques, and use of prediction algorithms in improving crop efficiency.
  • Presents machine learning, deep learning, and computer vision applications in precision agriculture.
  • Showcases case studies on cotton crops, tea pests, and crop recommendations.

The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, smart grids, environmental engineering, agricultural engineering, computer science and engineering.

商品描述(中文翻譯)

這本書探討了精準農業的組成部分和基礎，接著介紹智慧農業實踐、精準農業的可持續發展，以及人工智慧技術在農業領域的應用。

特色：
- 討論精準農業中的遙感技術、全球定位系統、機器人技術和無人機。
- 涵蓋精準農業中的可持續發展、數據管理與分析，以及變速技術。
- 突出人工智慧技術的實施，以及預測演算法在提高作物效率方面的應用。
- 介紹機器學習、深度學習和計算機視覺在精準農業中的應用。
- 展示有關棉花作物、茶葉害蟲和作物建議的案例研究。

本書主要針對電機工程、電子與通信工程、智慧電網、環境工程、農業工程、計算機科學與工程等領域的高年級本科生、研究生和學術研究人員撰寫。

作者簡介

Bhoomika Batra is a founder of a research and data analytics academy called EdBhoomi Learning, and a visiting professor, at Alliance University and Wellingkar Institute of Management, Bengaluru, India. Her research interests are in the areas of agriculture, blockchain, neural networks, finance, corporate governance, and digitalization. She is an expert on data analysis and predictive analytics having over three years of experience using tools like IBM SPSS, E-views, STATA, SMART_PLS.

Vinod Kumar Shukla is an associate professor and head, in the School of Engineering Architecture Interior Design, at Amity University, Dubai, UAE. He completed his PhD in the field of Semantic Web and Ontology. He is an active member of IEEE and has published research papers in various reputed journals and conferences. He holds international patents in the broader field of information technology. His areas of research include the Internet of Things, semantic web, computer networking, and network security.

Vaibhav Bhatnagar is an assistant professor in the Department of Computer Applications, at Manipal University Jaipur, India. He has published research articles in journals indexed in Scopus and Web of Science. His areas of research include fog computing, internet of things, data analytics, and machine learning.

作者簡介(中文翻譯)

Bhoomika Batra 是 EdBhoomi Learning 的創辦人，這是一所專注於研究和數據分析的學院，同時也是印度班加羅爾的 Alliance University 和 Wellingkar Institute of Management 的客座教授。她的研究興趣涵蓋農業、區塊鏈、神經網絡、金融、公司治理和數位化等領域。她在數據分析和預測分析方面是專家，擁有超過三年的經驗，使用的工具包括 IBM SPSS、E-views、STATA 和 SMART_PLS。

Vinod Kumar Shukla 是阿聯酋迪拜 Amity University 工程建築室內設計學院的副教授及系主任。他在語意網和本體論領域獲得博士學位。他是 IEEE 的活躍成員，並在多個知名期刊和會議上發表研究論文。他在資訊技術的廣泛領域擁有國際專利。他的研究領域包括物聯網、語意網、計算機網絡和網絡安全。

Vaibhav Bhatnagar 是印度曼尼帕爾大學 Jaipur 計算機應用系的助理教授。他在 Scopus 和 Web of Science 索引的期刊上發表了研究文章。他的研究領域包括霧計算、物聯網、數據分析和機器學習。

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