Transforming Agriculture with Emerging Technologies for a Sustainable Future
暫譯: 以新興技術轉型農業，邁向可持續未來
Sharma, Shanu, Prakash, Ayushi, Avasthi, Sandhya
相關主題
商品描述
The book presents a discussion of advanced novel technologies and their integration with intelligent sensor data processing. It focuses on optimization models for agriculture issues such as food traceability, supply chain management, and energy resource management. The text also covers case studies from agriculture-based companies to provide more practical exposure to the readers.
Key Features:
- Discusses smart architectures through a blend of technologies such as the Internet of Things, edge computing, fog computing, and blockchain for agriculture data handling and automation.
- Covers approaches toward supply chain management, food traceability, health ecosystems, and energy resource management.
- Presents solutions and approaches for real-time issues such as livestock monitoring, agriculture waste management, crop health, and irrigation issues.
- Highlights smart optimized solutions through novel farming technologies such as vertical farming, Unmanned Aerial Vehicles (UAV)-based farming solution, and agriculture cybernetics.
- Showcases smart strategies for agricultural waste management and explains crop health sensing methods, and applications.
It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, agricultural science, and information technology.
商品描述(中文翻譯)
本書探討了先進新穎技術及其與智能感測器數據處理的整合。重點在於針對農業問題的優化模型，例如食品可追溯性、供應鏈管理和能源資源管理。文本還涵蓋了來自農業相關公司的案例研究，以提供讀者更實際的接觸。
主要特色：
- 通過結合物聯網、邊緣計算、雲端計算和區塊鏈等技術，討論智能架構以處理和自動化農業數據。
- 涵蓋供應鏈管理、食品可追溯性、健康生態系統和能源資源管理的方法。
- 提出針對實時問題的解決方案和方法，例如牲畜監控、農業廢棄物管理、作物健康和灌溉問題。
- 通過新穎的農業技術，如垂直農業、無人機（UAV）基礎的農業解決方案和農業控制論，突顯智能優化解決方案。
- 展示農業廢棄物管理的智能策略，並解釋作物健康感測方法及其應用。
本書主要為電機工程、電子與通信工程、計算機科學與工程、農業科學及資訊技術領域的高年級本科生、研究生及學術研究人員所撰寫。
作者簡介
Shanu Sharma is an Associate Professor in the Department of Computer Science & Engineering at ABES Engineering College, Ghaziabad (Affiliated to A.K.T. University, Lucknow). She holds a Ph.D. from Amity University Uttar Pradesh and an M.Tech in Intelligent Systems from IIIT Allahabad. With over 14 years of teaching and research experience, she has taught a variety of undergraduate and postgraduate courses, including Image Processing, Data Mining, Machine Learning, Data Science, Data Structures, Analysis and Design of Algorithms, and Compiler Design. Her research interests span Cognitive Computing, Computer Vision, Pattern Recognition, and Machine Learning. Dr. Sharma has contributed to numerous reputed journals and conferences and is actively involved with several international journals and conferences as a reviewer and guest editor. She has been actively engaged in editing technical books in the fields of artificial intelligence, intelligent systems, and emerging technologies. These books contribute to advancing industry-relevant knowledge and are widely used by researchers, practitioners, and students. She has also curated special issues in international journals focused on interdisciplinary and cutting-edge topics. She has also served as a conference organizer and session chair for several international conferences, contributing to the academic and research community by facilitating knowledge exchange and collaborative opportunities. Dr. Sharma is a Senior Member of IEEE and an active member of multiple professional societies, including ACM, Soft Computing Research Society (SCRS), EUSFLAT, and IAENG.
Ayushi Prakash is a Professor in the Department of Computer Science and Engineering at Ajay Kumar Garg Engineering College Ghaziabad, Dr. A.P.J. Abdul Kalam Technical University Uttar Pradesh, where she has been since September 2023. She received a B.Tech. degree from Dr. R.M.L Awadh University in 2009, and an M.Tech. from the AKTU State University of Uttar Pradesh at Lucknow. She received her Ph.D. in Computer Science and Engineering from Dr. K. N. Modi University, in 2022. From 2010 to 2024, she also has a continuous contribution in the Training & Placement Department in Dr. A.P.J. Abdul Kalam Technical University Uttar Pradesh. Her research interests span both Information retrieval and AIML. Prof. Prakash is a senior member of IEEE and professional lifetime member of Indgiants Association of Educators & Professional Trainers. She has received many best paper awards in international conferences. She has contributed to many International Conferences as an organizer, advisor, session chair, and reviewer. She has more than 20 Sci/Scopus indexed research papers and 20 research papers in renowned national and international journals and conferences. published many patents, chapters and research articles.
Sandhya Avasthi is an Associate Professor in the Department of Computer Science and Engineering at ABES Engineering College (affiliated with Dr. A.P.J. Abdul Kalam Technical University), Ghaziabad, India. She earned her Ph.D. in Machine Learning and Text Mining from Amity University, Noida. She holds an M.Tech in Computer Science and Engineering from Uttar Pradesh Technical University, Lucknow, and a B.E. in Computer Science and Engineering from Dr. B.R. Ambedkar University, Agra. With over 19 years of teaching experience, Dr. Avasthi is an active researcher in the domains of machine learning and data mining. Her research interests include Natural Language Processing, Information Extraction, Information Retrieval, Data Science, and Business Intelligence. She has published numerous research papers in peer-reviewed international journals, conference proceedings, and edited book volumes. In addition to her academic responsibilities, Dr. Avasthi contributes actively to the research community. She serves as a reviewer for reputed journals and conferences. She is also a member of professional bodies such as IEEE and ACM, and remains consistently engaged in academic and professional development activities.
Vijayan Sugumaran is Professor of Management Information Systems and Chair of the Department of Decision and Information Sciences at Oakland University, Rochester, Michigan, USA. He received his Ph.D in Information Technology from George Mason University, Fairfax, USA. His research interests are in the areas of Big Data Analytics, Ontologies and Semantic Web, Intelligent Agent and Multi-Agent Systems, and Component Based Development. He has published over 200 peer-reviewed articles in Journals, Conferences, and Books. He has edited twelve books and serves on the Editorial Board of eight journals. He has published in top-tier journals such as Information Systems Research, ACM Trans on Database Systems, IEEE Trans on Engineering Management, Communications of the ACM, and IEEE Software. He is the editor-in-chief of the International Journal of Intelligent Information Technologies. He is the Chair of the Intelligent Agent and Multi-Agent Systems mini-track for Americas Conference on Information Systems (AMCIS 1999 - 2019). He has served as the program co-chair for the International Conference on Applications of Natural Language to Information Systems (NLDB 2008, 2013, 2016, and 2019).
作者簡介(中文翻譯)
Shanu Sharma 是印度 Ghaziabad 的 ABES 工程學院計算機科學與工程系的副教授（隸屬於盧克瑙的 A.K.T. 大學）。她擁有來自阿米提大學（Amity University Uttar Pradesh）的博士學位，以及來自印度信息技術學院（IIIT Allahabad）的智能系統碩士學位。擁有超過 14 年的教學和研究經驗，她教授過多種本科和研究生課程，包括影像處理（Image Processing）、資料探勘（Data Mining）、機器學習（Machine Learning）、資料科學（Data Science）、資料結構（Data Structures）、演算法分析與設計（Analysis and Design of Algorithms）以及編譯器設計（Compiler Design）。她的研究興趣涵蓋認知計算（Cognitive Computing）、計算機視覺（Computer Vision）、模式識別（Pattern Recognition）和機器學習。Sharma 博士已在多個知名期刊和會議上發表文章，並積極參與多個國際期刊和會議的審稿和客座編輯工作。她還積極參與編輯人工智慧、智能系統和新興技術領域的技術書籍，這些書籍有助於推進與行業相關的知識，並被研究人員、實務工作者和學生廣泛使用。她還策劃了專注於跨學科和前沿主題的國際期刊特刊。她曾擔任多個國際會議的會議組織者和會議主席，促進學術和研究社群的知識交流與合作機會。Sharma 博士是 IEEE 的高級會員，並且是多個專業協會的活躍成員，包括 ACM、軟計算研究學會（SCRS）、EUSFLAT 和 IAENG。
Ayushi Prakash 是印度 Ghaziabad 的 Ajay Kumar Garg 工程學院計算機科學與工程系的教授，隸屬於 Dr. A.P.J. Abdul Kalam 技術大學，並自 2023 年 9 月起任職。她於 2009 年獲得 Dr. R.M.L Awadh 大學的 B.Tech. 學位，並在盧克瑙的 AKTU 國立大學獲得 M.Tech. 學位。她於 2022 年在 Dr. K. N. Modi 大學獲得計算機科學與工程的博士學位。從 2010 年到 2024 年，她在 Dr. A.P.J. Abdul Kalam 技術大學的培訓與就業部門持續貢獻。她的研究興趣涵蓋資訊檢索（Information Retrieval）和人工智慧與機器學習（AIML）。Prakash 教授是 IEEE 的高級會員，並且是 Indgiants 教育者與專業培訓師協會的終身專業會員。她在國際會議中獲得多個最佳論文獎，並作為組織者、顧問、會議主席和審稿人參與多個國際會議。她在知名的國內外期刊和會議上發表了超過 20 篇 Sci/Scopus 索引的研究論文和 20 篇研究論文，並發表了多項專利、章節和研究文章。
Sandhya Avasthi 是印度 Ghaziabad 的 ABES 工程學院計算機科學與工程系的副教授（隸屬於 Dr. A.P.J. Abdul Kalam 技術大學）。她在 Noida 的阿米提大學獲得機器學習和文本挖掘的博士學位。她擁有來自盧克瑙的北方邦技術大學的計算機科學與工程碩士學位，以及來自阿格拉的 Dr. B.R. Ambedkar 大學的計算機科學與工程學士學位。擁有超過 19 年的教學經驗，Avasthi 博士在機器學習和資料挖掘領域積極從事研究。她的研究興趣包括自然語言處理（Natural Language Processing）、資訊擷取（Information Extraction）、資訊檢索（Information Retrieval）、資料科學（Data Science）和商業智慧（Business Intelligence）。她在同行評審的國際期刊、會議論文集和編輯書籍中發表了大量研究論文。除了學術責任外，Avasthi 博士還積極參與研究社群，擔任知名期刊和會議的審稿人。她也是 IEEE 和 ACM 等專業機構的成員，並持續參與學術和專業發展活動。
Vijayan Sugumaran 是美國密西根州羅徹斯特的奧克蘭大學管理資訊系統教授及決策與資訊科學系主任。他在美國維吉尼亞州的喬治梅森大學獲得資訊技術博士學位。他的研究興趣包括大數據分析（Big Data Analytics）、本體論和語義網（Ontologies and Semantic Web）、智能代理和多代理系統（Intelligent Agent and Multi-Agent Systems）、以及基於組件的開發（Component Based Development）。他在期刊、會議和書籍上發表了超過 200 篇同行評審的文章，編輯了 12 本書籍，並擔任八個期刊的編輯委員會成員。他在頂級期刊上發表過文章，如《資訊系統研究》（Information Systems Research）、《ACM 資料庫系統期刊》（ACM Trans on Database Systems）、《IEEE 工程管理期刊》（IEEE Trans on Engineering Management）、《ACM 通訊》（Communications of the ACM）和《IEEE 軟體》（IEEE Software）。他是《國際智能資訊技術期刊》（International Journal of Intelligent Information Technologies）的主編，並擔任美洲資訊系統會議（AMCIS 1999 - 2019）智能代理和多代理系統小組的主席。他曾擔任自然語言應用於資訊系統國際會議（NLDB 2008、2013、2016 和 2019）的程序共同主席。
