AI in Agriculture for Sustainable and Economic Management
暫譯: 農業中的人工智慧：可持續與經濟管理
Potluri, Sirisha, Satpathy, Suneeta, Basa, Santi Swarup
相關主題
商品描述
This book explains the best practices and their respective outcomes in artificial intelligence (AI) to meet sustainable development goals and demands. It examines the practices, technologies, and innovations at the core of various research issues to meet the sustainable development demands in agriculture to balance social, economic, and environmental sustainability with AI.
AI in Agriculture for Sustainable and Economic Management discusses AI-driven nanotechnology approaches for precision agriculture and solutions for the optimization of farming resources and their management. The authors examine the impact of AI in agriculture and how technology-driven sustainable farming with smart waste-water treatment for zero waste for the circular economy can extend crop shelf-life. It discusses how AI expertise can be advantageous to envisage and evaluate the increasing demands of productivity, and to help to maintain ecosystems and strengthen the capacity for crop adaptation in response to drastic changes in climate and weather, natural disasters, and other significant factors. These findings and practices are also useful to emphasize how an agricultural ecosystem can be advanced and industrialized so that it can aid not only large commercial farms but also smaller farmlands. Finally, it also discusses how AI practices will help to find a balance between the volume of food manufactured and the proper maintenance of the ecosystem.
This book is intended for researchers and upper graduate students interested in artificial intelligence in agricultural engineering, AI advances in crop science and technology for sustainable development.
商品描述(中文翻譯)
這本書解釋了人工智慧（AI）最佳實踐及其相應的成果，以滿足可持續發展目標和需求。它探討了各種研究議題核心的實踐、技術和創新，以應對農業中的可持續發展需求，平衡社會、經濟和環境的可持續性與AI。
《AI在農業中的可持續與經濟管理》討論了基於AI的納米技術方法在精準農業中的應用，以及優化農業資源及其管理的解決方案。作者研究了AI在農業中的影響，以及如何利用技術驅動的可持續農業，透過智能廢水處理實現零廢棄，為循環經濟延長作物的保鮮期。書中討論了AI專業知識如何有助於預見和評估日益增長的生產力需求，並幫助維護生態系統，增強作物適應氣候和天氣劇變、自然災害及其他重大因素的能力。這些發現和實踐也有助於強調如何推進和工業化農業生態系統，使其不僅能夠幫助大型商業農場，還能支持較小的農田。最後，書中還討論了AI實踐如何幫助在生產的食品量與生態系統的適當維護之間找到平衡。
本書旨在為對農業工程中的人工智慧、AI在作物科學和可持續發展技術方面的進展感興趣的研究人員和高年級研究生提供參考。
作者簡介
Dr. Sirisha Potluri is an Associate Professor in the Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Bowrampet, Hyderabad, Telangana, India. Her research areas include cloud Computing, Edge Computing, Artificial Intelligence and Data Analytics. She has more than 8 years of teaching experience in various subjects- Computer Programming using C, Python Programming, Data Structures, Core JAVA, Advanced JAVA, OOP using C++, Operating Systems, Distributed Operating System, Human Computer Interaction, C# and .NET Programming, Computer Graphics, Web Technology, UNIX Programming, Distributed and Cloud Computing, Data Mining and Warehousing, Scripting Languages, Database Management Systems, Software Engineering, and Software Process Management.
Dr. Suneeta Satpathy received her Ph.D. from Utkal University, Bhubaneswar, Odisha, in 2015, with Directorate of Forensic Sciences, MHA scholarship from Govt of India. She is currently working as an Associate Professor, Faculty of Emerging Technologies, SRI SRI University, Cuttack, Odisha. Her research interests include Computer Forensics, Cyber Security, Data Fusion, Data Mining, Big Data analysis, and Decision Mining.
Dr. Santi Swarup Basa received his Ph.D. degree from Maharaja Sriram Chandra Bhanjadeo University (Erstwhile North Orissa University), Baripada, Odisha, M.Tech (Comp.Sc.) from F.M.University, Balasore, Odisha and MCA from BPUT, Rourkela, Odisha. He is currently working as an Assistant Professor in the Department of Computer Science, MSCB University, Baripada, Odisha. His research interests include Software Engineering, Web Engineering, Data Mining, and Cloud Computing. He has 18 years of teaching experience. He is a life member of ISTE and ISC.
Dr. Antonio Zuorro is a Professor and Researcher at the Department of Chemical, Materials and Environmental Engineering of Sapienza - University of Rome, in the scientific disciplinary sector ING-IND / 24 (Principles of Chemical Engineering). He is also circular and bio-economy expert. He is also Dissemination and Exploitation Manager with expertise in organization and execution of communication plans and actions for the exploitation of bio-based results. He graduated in Chemical Engineering (BioChemical Engineering specialization) at the University of Rome "La Sapienza", later on he obtained, with "excellent" evaluation, the PhD in Chemical Engineering of the Environment and Safety.
作者簡介(中文翻譯)
Dr. Sirisha Potluri 是印度泰倫甘納邦海得拉巴Koneru Lakshmaiah教育基金會計算機科學與工程系的副教授。她的研究領域包括雲端計算、邊緣計算、人工智慧和數據分析。她在多個科目上擁有超過8年的教學經驗，包括使用C的計算機程式設計、Python程式設計、數據結構、核心JAVA、高級JAVA、使用C++的物件導向程式設計、作業系統、分散式作業系統、人機互動、C#和.NET程式設計、計算機圖形學、網頁技術、UNIX程式設計、分散式和雲端計算、數據挖掘和數據倉儲、腳本語言、資料庫管理系統、軟體工程和軟體過程管理。
Dr. Suneeta Satpathy 於2015年在印度奧里薩邦布巴內斯瓦爾的烏特卡爾大學獲得博士學位，並獲得印度政府的法醫科學局獎學金。她目前擔任奧里薩邦卡塔克的SRI SRI大學新興技術學院的副教授。她的研究興趣包括計算機法醫學、網絡安全、數據融合、數據挖掘、大數據分析和決策挖掘。
Dr. Santi Swarup Basa 於奧里薩邦巴里帕達的Maharaja Sriram Chandra Bhanjadeo大學（前北奧里薩大學）獲得博士學位，並在奧里薩邦巴拉索爾的F.M.大學獲得計算機科學碩士學位，以及在奧里薩邦魯爾凱拉的BPUT獲得 MCA學位。他目前在奧里薩邦巴里帕達的MSCB大學計算機科學系擔任助理教授。他的研究興趣包括軟體工程、網頁工程、數據挖掘和雲端計算。他擁有18年的教學經驗，是ISTE和ISC的終身會員。
Dr. Antonio Zuorro 是羅馬薩賓納大學化學、材料和環境工程系的教授和研究員，專注於ING-IND / 24（化學工程原理）科學學科。他還是循環經濟和生物經濟的專家，並擔任傳播和利用經理，專注於組織和執行傳播計劃及行動，以利用生物基結果。他在羅馬“拉薩賓納”大學獲得化學工程（生物化學工程專業）學位，隨後以“優秀”評價獲得環境與安全化學工程博士學位。
