Artificial Intelligence and Smart Agriculture Technology
暫譯: 人工智慧與智慧農業技術
Kose, Utku, Prasath, V. B. Surya, Mondal, M. Rubaiyat Hossain
- 出版商: Auerbach Publication
- 出版日期: 2022-06-27
- 售價: $5,830
- 貴賓價: 9.5 折 $5,539
- 語言: 英文
- 頁數: 290
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032120797
- ISBN-13: 9781032120799
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
商品描述
This book was created with the intention of informing an international audience about the latest technological aspects for developing smart agricultural applications. As artificial intelligence (AI) takes the main role in this, the majority of the chapters are associated with the role of AI and data analytics components for better agricultural applications.
The first two chapters provide alternative, wide reviews of the use of AI, robotics, and the Internet of Things as effective solutions to agricultural problems. The third chapter looks at the use of blockchain technology in smart agricultural scenarios. In the fourth chapter, a future view is provided of an Internet of Things-oriented sustainable agriculture. Next, the fifth chapter provides a governmental evaluation of advanced farming technologies, and the sixth chapter discusses the role of big data in smart agricultural applications. The role of the blockchain is evaluated in terms of an industrial view under the seventh chapter, and the eighth chapter provides a discussion of data mining and data extraction, which is essential for better further analysis by smart tools. The ninth chapter evaluates the use of machine learning in food processing and preservation, which is a critical issue for dealing with issues concerns regarding insufficient foud sources. The tenth chapter also discusses sustainability, and the eleventh chapter focuses on the problem of plant disease prediction, which is among the critical agricultural issues. Similarly, the twelfth chapter considers the use of deep learning for classifying plant diseases. Finally, the book ends with a look at cyber threats to farming automation in the thirteenth chapter and a case study of India for a better, smart, and sustainable agriculture in the fourteenth chapter.
This book presents the most critical research topics of today's smart agricultural applications and provides a valuable view for both technological knowledge and ability that will be helpful to academicians, scientists, students who are the future of science, and industrial practitioners who collaborate with academia.
商品描述(中文翻譯)
這本書的目的是向國際讀者介紹最新的技術面向,以開發智慧農業應用。隨著人工智慧(AI)在這一領域中扮演主要角色,大多數章節都與AI和數據分析組件在改善農業應用中的作用有關。
前兩章提供了AI、機器人技術和物聯網作為解決農業問題的有效方案的廣泛回顧。第三章探討了區塊鏈技術在智慧農業場景中的應用。第四章提供了以物聯網為導向的可持續農業的未來展望。接下來,第五章提供了對先進農業技術的政府評估,第六章則討論了大數據在智慧農業應用中的角色。第七章從產業的角度評估了區塊鏈的作用,第八章則討論了數據挖掘和數據提取,這對於智慧工具進行更深入的分析至關重要。第九章評估了機器學習在食品加工和保存中的應用,這是解決食品資源不足問題的關鍵議題。第十章同樣討論了可持續性,第十一章專注於植物疾病預測的問題,這是農業中的一個重要議題。類似地,第十二章考慮了深度學習在植物疾病分類中的應用。最後,這本書在第十三章探討了農業自動化的網絡威脅,並在第十四章提供了印度的案例研究,以促進更智慧和可持續的農業。
這本書呈現了當今智慧農業應用中最關鍵的研究主題,並為學術界、科學家、未來的科學學生以及與學術界合作的產業實踐者提供了有價值的技術知識和能力的視角。
作者簡介
Dr. Utku Kose is an Associate Professor in Suleyman Demirel University, Turkey. He has more than 100 publications including articles, books, proceedings, and reports.
Surya Prasath, PhD, is a mathematician with expertise in the application areas of image processing and computer vision. He received his PhD in mathematics from the Indian Institute of Technology Madras, India.
M. Rubaiyat Hossain Mondal, PhD is currently working as a Professor in the Institute of Information and Communication Technology (IICT) at Bangladesh University of Engineering and Technology (BUET).
Prajoy Podder is currently a researcher at the Institute of Information and Communication Technology, Bangladesh University of Engineering and Technology.
Subrato Bharati is currently a researcher at the Institute of Information and Communication Technology, Bangladesh University of Engineering and Technology.
作者簡介(中文翻譯)
烏特庫·科斯博士是土耳其蘇萊曼·德米雷爾大學的副教授。他擁有超過100篇的出版物,包括文章、書籍、會議論文和報告。
蘇里亞·普拉薩斯博士是一位數學家,專長於影像處理和計算機視覺的應用領域。他在印度馬德拉斯印度理工學院獲得數學博士學位。
M. 盧巴伊亞特·霍賽因·蒙達爾博士目前在孟加拉工程科技大學(BUET)的資訊與通信技術研究所(IICT)擔任教授。
普拉喬伊·波德爾目前是孟加拉工程科技大學資訊與通信技術研究所的研究員。
蘇布拉托·巴哈拉提目前是孟加拉工程科技大學資訊與通信技術研究所的研究員。