Harnessing Machine Learning for Environmental Restoration and Surveillance
暫譯: 利用機器學習進行環境修復與監測
Onyancha, Robert Birundu, Ukhurebor, Kingsley Eghonghon, Aigbe, Uyiosa Osagie
- 出版商: CRC
- 出版日期: 2026-06-15
- 售價: $4,980
- 貴賓價: 9.5 折 $4,731
- 語言: 英文
- 頁數: 142
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1041021976
- ISBN-13: 9781041021971
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相關分類:
Machine Learning
尚未上市，無法訂購
商品描述
Harnessing Machine Learning for Environmental Restoration and Surveillance is an extensive and comprehensive book, showcasing the applications of machine learning and artificial intelligence in environmental monitoring of the quality of air, soil, and water; prediction of environmental risks; optimization and prediction of remediation processes; and enhancement of resource management.
The book offers readers an opportunity to understand how contemporary smart technology (machine learning and artificial intelligence) can be used to safeguard and improve our environment as well as to solve environmental problems and provide sustainable solutions. It offers insights and an opportunity to evaluate theoretical concepts and real-world case studies, thereby boosting innovation and collaboration. The authors give modest explanations of how artificial intelligence and machine learning can monitor pollution, forecast environmental hazards, and support the optimization process for the effective removal of environmental contaminants. Real-world examples where these advanced smart technology tools have been successfully utilized are also presented in this book.
The content and coverage of this academic text are ideal for undergraduate and postgraduate students, researchers, professionals in environmental science, data science, and engineering, as well as individuals interested in the environment and technology.
商品描述(中文翻譯)
《利用機器學習進行環境修復與監測》是一本廣泛且全面的書籍，展示了機器學習和人工智慧在環境監測（包括空氣、土壤和水質）、環境風險預測、修復過程的優化與預測，以及資源管理的增強等方面的應用。
本書為讀者提供了了解當代智慧科技（機器學習和人工智慧）如何用於保護和改善我們環境的機會，並解決環境問題，提供可持續的解決方案。它提供了洞見，並讓讀者有機會評估理論概念和真實案例研究，從而促進創新與合作。作者對人工智慧和機器學習如何監測污染、預測環境危害以及支持有效去除環境污染物的優化過程進行了簡明的解釋。本書中還展示了這些先進智慧科技工具成功應用於真實世界的範例。
這本學術文本的內容和範圍非常適合本科生和研究生、環境科學、數據科學和工程領域的研究人員和專業人士，以及對環境和科技感興趣的個人。
作者簡介
Robert Birundu Onyancha is a Senior Lecturer of Physics at the Technical University of Kenya; a Research Fellow at the College of Graduate Studies, School of Interdisciplinary Research and Graduate Studies, University of South Africa; and a Senior Lecturer of Physics on sabbatical at the Department of Physics, School of Pure and Applied Science, Kisii University, Kenya.
Kingsley Eghonghon Ukhurebor is a Senior Lecturer/Researcher (due for an Associate Professor) and acting Director, Centre for Open and Distance Learning and former acting Head of the Department of Physics at Edo State University Iyamho, Nigeria. He is also a Research Fellow at WASCAL, Competence Centre, Ouagadougou, Burkina Faso. His research interests include applied physics, climate physics, environmental physics, telecommunications physics, and materials science (nanotechnology). He is currently ranked among the top 50 authors in Nigeria by Scopus scholarly output and is listed among the top 2% of scientists in the world by Stanford University, USA, and Elsevier.
Uyiosa Osagie Aigbe is a former Research Fellow with the Department of Mathematics and Physics, Faculty of Applied Science, Cape Peninsula University of Technology, Cape Town, South Africa. He was also an Ad-Hoc Research Fellow with the Centre for Space Research and the National Institute of Theoretical and Computational Science, North West University, Potchefstroom, South Africa. He is currently a teaching assistant with the Discipline of Physics, School of Agriculture & Science, College of Agriculture, Engineering & Science, University of KwaZulu-Natal, Pietermaritzburg, South Africa.. His research interests are in applied physics, nanotechnology, fluid dynamics, water purification processes, image processing, environmental physics, machine learning, statistical analysis, and materials science.
作者簡介(中文翻譯)
羅伯特·比倫杜·奧尼揚查是肯尼亞技術大學的物理學高級講師；南非大學研究生院跨學科研究與研究生院的研究員；以及肯尼亞基西大學純粹與應用科學學院物理系的休假高級講師。
金斯利·埃貢洪·烏庫雷博是尼日利亞伊亞莫州立大學的高級講師/研究員（即將晉升為副教授）及開放與遠程學習中心的代理主任，曾擔任物理系的代理主任。他也是布基納法索瓦加杜古的WASCAL能力中心的研究員。他的研究興趣包括應用物理、氣候物理、環境物理、電信物理和材料科學（納米技術）。他目前在尼日利亞的Scopus學術產出中排名前50名，並被美國史丹福大學和Elsevier列為全球前2%的科學家。
烏約薩·奧薩基·艾格比是南非開普半島科技大學應用科學學院數學與物理系的前研究員。他曾擔任南非西北大學波切夫斯特魯姆的太空研究中心和理論與計算科學國家研究所的臨時研究員。他目前是南非夸祖魯-納塔爾大學農業與科學學院物理學科的教學助理。他的研究興趣包括應用物理、納米技術、流體力學、水處理過程、影像處理、環境物理、機器學習、統計分析和材料科學。
