Digital Farming and Smart Agriculture for Sustainable Future
暫譯: 數位農業與智慧農業的永續未來
Daya J. L., Febin, Jasmine, S. Graceline, Kose, Utku
- 出版商: CRC
- 出版日期: 2025-02-24
- 售價: $6,760
- 貴賓價: 9.5 折 $6,422
- 語言: 英文
- 頁數: 272
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032765887
- ISBN-13: 9781032765884
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商品描述
This book presents the impact and scope of Internet of Things (IoT), Artificial Intelligence (AI), and Machine Learning (ML) in the growth of intelligent digital farming and smart agriculture. It offers insights into advanced analytics, prognostics capabilities, and the development of economic models for creating innovative software applications and tools necessary for developing IoT devices for precision agriculture. It explores the latest advancements in these fields and their applications, gaining valuable insights into the future of digital farming. The case studies and exploration of future implications make it an excellent guide for academicians and researchers of this field.
- Discusses various aspects of AI-driven demand forecasting and management
- Covers smart IoT framework for precision agriculture
- Includes topics related to deep learning techniques combined with IoT for smart agriculture
- Explores the scope of computer vision technologies aid in precise crop management
- Highlights the potential of energy optimization and environmental sustainability in agricultural practices
This reference book serves as a valuable resource for researchers and graduates in the fields of technology-driven revolution in agriculture.
商品描述(中文翻譯)
本書介紹了物聯網(Internet of Things, IoT)、人工智慧(Artificial Intelligence, AI)和機器學習(Machine Learning, ML)在智慧數位農業和智能農業成長中的影響與範疇。它提供了有關先進分析、預測能力以及為創建創新軟體應用程式和工具所需的經濟模型發展的見解,這些應用程式和工具對於開發精準農業的IoT設備至關重要。本書探討了這些領域的最新進展及其應用,並獲得了對數位農業未來的寶貴見解。案例研究和對未來影響的探索使其成為該領域學者和研究人員的優秀指南。
- 討論了基於AI的需求預測和管理的各個方面
- 涵蓋了精準農業的智能IoT框架
- 包含與深度學習技術結合IoT的智能農業相關主題
- 探索了計算機視覺技術在精確作物管理中的應用範疇
- 強調了能源優化和環境可持續性在農業實踐中的潛力
本參考書對於研究人員和技術驅動農業革命的畢業生來說,是一個寶貴的資源。
作者簡介
Febin Daya J L is a Professor at the Electric Vehicles Incubation, Testing, and Research Center at Vellore Institute of Technology (VIT), Chennai Campus. He earned his Doctorate and Master's degrees in Engineering from Anna University, Chennai, and his Bachelor's degree in Engineering from Manonmaniam Sundaranar University. With 19 years of experience in teaching and research, he has served as the Assistant Director of the Campus Sustainability Initiative at VIT, where he implemented numerous innovative approaches to ensure environmental sustainability. He has published approximately 90 papers in international journals and conferences and has been invited to serve as an honorary program committee member, technical committee member, steering committee member, and chair for over 15 international conferences in India and abroad. He has successfully completed two research projects funded by the DST and four industrial consultancy projects. Currently, he is working on a funded project on smart agriculture, supported by the IIT Kharagpur AI4ICPS I-Hub Foundation. He holds four Indian patents and has guided four Ph.D. scholars and over 60 undergraduate and postgraduate projects. His current research interests include electrical drives and control, intelligent systems, electric vehicles, and precision agriculture.
S. Graceline Jasmine has completed her Masters in Computer Application in 2007 and received Ph.D in Remotely Sensed Image Processing from School of Computer Science and Engineering, Vellore Institute of Technology (VIT), in 2018. She is currently working as an Associate Professor in the School of Computer Science and Engineering, VIT, Chennai Campus. She is presently serving as Research Chair for Image and Computer Vision Research Group of School of Computer Science and Engineering, at VIT, Chennai Campus, India. She has 15 years of Teaching and Research Experience. She has published around 50 papers in International Journals and Conferences. She is actively involved in many professional bodies and reviewed many national and international journal papers. She has been invited for guest lecture in many institutions and been part of technical committee and chaired few national level conferences. She is currently into an industrial consultancy project. Presently guiding 4 PhD scholars and more than 100 undergraduate and 50 postgraduate projects. Her research interests include Remotely Sensed Image Processing, Computer Vision, Gaming and Immersive Technologies.
Utku Kose received the B.S. degree in 2008 from computer education of Gazi University, Turkey as a faculty valedictorian. He received M.S. degree in 2010 from Afyon Kocatepe University, Turkey in the field of computer and D.S. / Ph. D. degree in 2017 from Selcuk University, Turkey in the field of computer engineering. Between 2009 and 2011, he has worked as a Research Assistant in Afyon Kocatepe University. Following, he has also worked as a Lecturer and Vocational School - Vice Director in Afyon Kocatepe University between 2011 and 2012, as a Lecturer and Research Center Director in Usak University between 2012 and 2017, and as an Assistant Professor in Suleyman Demirel University between 2017 and 2019. Currently, he is an Associate Professor in Suleyman Demirel University, Turkey. He has more than 200 publications including articles, authored and edited books, proceedings, and reports. He is also in editorial boards of many scientific journals and serves as one of the editors of the Biomedical and Robotics Healthcare series (CRC Press) and Computational Modeling Applications for Existential Risks series. His research interest includes artificial intelligence, machine ethics, artificial intelligence safety, biomedical applications, optimization, the chaos theory, distance education, e-learning, computer education, and computer science.
作者簡介(中文翻譯)
Febin Daya J L 是位於印度金奈的維洛爾科技學院(VIT)電動車孵化、測試與研究中心的教授。他在安娜大學(Anna University)獲得工程學博士及碩士學位,並在馬諾曼尼亞姆·蘇達拉納大學(Manonmaniam Sundaranar University)獲得工程學學士學位。擁有19年的教學與研究經驗,他曾擔任VIT校園可持續發展倡議的助理主任,實施了多項創新方法以確保環境的可持續性。他在國際期刊和會議上發表了約90篇論文,並受邀擔任超過15個國內外會議的榮譽程序委員會成員、技術委員會成員、指導委員會成員及主席。他成功完成了兩個由DST資助的研究項目和四個工業顧問項目。目前,他正在進行一個由IIT Kharagpur AI4ICPS I-Hub基金會支持的智慧農業資助項目。他擁有四項印度專利,並指導了四位博士生及超過60個本科和研究生項目。他目前的研究興趣包括電動驅動與控制、智能系統、电動車及精準農業。
S. Graceline Jasmine 於2007年完成計算機應用碩士學位,並於2018年在維洛爾科技學院(VIT)計算機科學與工程學院獲得遙感影像處理的博士學位。她目前擔任VIT金奈校區計算機科學與工程學院的副教授。她目前擔任VIT金奈校區計算機科學與工程學院影像與計算機視覺研究小組的研究主席。她擁有15年的教學與研究經驗,並在國際期刊和會議上發表了約50篇論文。她積極參與多個專業機構,並審閱了許多國內外期刊論文。她曾受邀在多個機構進行客座講座,並參與技術委員會,擔任幾個國家級會議的主席。她目前參與一個工業顧問項目,並指導4位博士生及超過100個本科和50個研究生項目。她的研究興趣包括遙感影像處理、計算機視覺、遊戲及沉浸式技術。
Utku Kose 於2008年從土耳其加茲大學(Gazi University)計算機教育專業獲得學士學位,並以優異成績畢業。他於2010年在土耳其阿夫永科卡特佩大學(Afyon Kocatepe University)獲得碩士學位,並於2017年在土耳其塞爾丘克大學(Selcuk University)獲得計算機工程領域的博士學位。2009年至2011年間,他在阿夫永科卡特佩大學擔任研究助理。隨後,他於2011年至2012年在阿夫永科卡特佩大學擔任講師及職業學校副主任,2012年至2017年在烏薩克大學(Usak University)擔任講師及研究中心主任,2017年至2019年在蘇萊曼·德米雷爾大學(Suleyman Demirel University)擔任助理教授。目前,他是土耳其蘇萊曼·德米雷爾大學的副教授。他擁有超過200篇的出版物,包括文章、著作及編輯書籍、會議論文及報告。他還在多個科學期刊的編輯委員會中任職,並擔任生物醫學與機器人醫療系列(CRC Press)及存在風險計算模型應用系列的編輯之一。他的研究興趣包括人工智慧、機器倫理、人工智慧安全、生物醫學應用、優化、混沌理論、遠程教育、電子學習、計算機教育及計算機科學。