Application of Artificial Intelligence in Hydrogeological Research
暫譯: 人工智慧在水文地質研究中的應用
Li, Peiyue, Elumalai, Vetrimurugan, Wu, Jianhua
- 出版商: Springer
- 出版日期: 2026-05-15
- 售價: $7,360
- 貴賓價: 9.5 折 $6,992
- 語言: 英文
- 頁數: 343
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032188520
- ISBN-13: 9783032188526
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Artificial Intelligence in Hydrogeology explores the transformative role of AI in understanding and managing groundwater systems. This comprehensive edited volume brings together leading experts to examine cutting-edge AI techniques applied across diverse aspects of hydrogeology, from groundwater flow modeling and quality assessment to climate change impact and contamination remediation. Each chapter delves into specific applications of machine learning, deep learning, and hybrid models, providing practical insights for advancing groundwater research and resource management. With a focus on both the potential and challenges of AI, this book offers a holistic view of how data-driven solutions are shaping the future of hydrogeology. This book serves as a crucial resource for researchers, practitioners, and students involved in water management, environmental science, and sustainable development in the context of groundwater resources.
商品描述(中文翻譯)
《水文地質學中的人工智慧》探討了人工智慧在理解和管理地下水系統中的變革性角色。這本綜合性的編輯著作匯集了領先的專家,檢視應用於水文地質學各個方面的尖端人工智慧技術,從地下水流動模型和水質評估到氣候變遷影響和污染修復。每一章節深入探討機器學習、深度學習和混合模型的具體應用,提供實用的見解以推進地下水研究和資源管理。這本書專注於人工智慧的潛力與挑戰,提供了一個全面的視角,說明數據驅動的解決方案如何塑造水文地質學的未來。本書是水資源管理、環境科學和可持續發展領域的研究者、實務工作者和學生的重要資源。
作者簡介
Prof. Vetrimurugan Elumalai is an established Hydrogeologist expertise in contaminant hydrology and groundwater modelling. He is excelling as an established researcher and mentor and Head of the department of Hydrology, University of Zululand, South Africa. He is South African National Chair of Hydrology (SARChI-Tier 1). His project experience covers groundwater resource investigation and development, groundwater characterization, contaminant hydrogeology and urban development, surface water groundwater interactions, remote sensing, and GIS application in Water Resource Management. He has published about 80 research papers in reputed journals. He is registered scientist with SACNASP. He is a life member of International Association of Hydrological Science, International Association of Hydrogeologists, International Association of Hydrological Sciences and Geological Survey of South Africa.
Dr. Jianhua Wu is a Full Professor at Chang'an University in China, specializing in hydrology and water resources in arid areas, loess seepage and its disaster mechanisms, and groundwater environmental protection. She has led over ten research projects, and has been awarded more than ten research prizes. Her research output includes over 80 academic papers published in international journals, with 16 of them recognized as highly cited and popular papers by Essential Science Indicators. She is an associate editor for the international journal Exposure and Health. Dr. Wu's research excellence has garnered recognition from prestigious organizations such as Clarivate and Elsevier, who have selected her as one of the most highly cited researchers in the world.
Prof. Balamurugan Paneerselvam is a Associate Professor at Chulalongkorn University, Thailand, with a Ph.D. in Civil Engineering from Anna University, Chennai. His research focuses on climate change impacts on groundwater, coastal ecosystems, and the application of AI in water resource management. He has published over 40 journal articles, edited several books and guest-edited special journal issues on groundwater contamination, climate change, and the water-food-energy nexus. He has received the Young Scientist Award and actively reviews for leading journals in environmental science. Prof. Paneerselvam is a member of several professional organizations, including the International Water Resources Association.
作者簡介(中文翻譯)
李培月教授是中國長安大學水文地質學和環境科學領域的全職教授,並擔任水與環境學院的副院長。他在地下水質量評估、水文地球化學和地下水建模方面擁有豐富的經驗。他主導了超過30個研究項目,出版了14本教科書和學術專著,以及在同行評審期刊上發表了超過220篇文章,涵蓋的主題包括地下水質量評估、地下水水文地球化學、地下水抽水試驗和原位示蹤試驗。目前,他擔任《Exposure and Health》、《Mine Water and the Environment》、《Archives of Environmental Contamination and Toxicology》、《Environmental Monitoring and Assessment》、《Human and Ecological Risk Assessment》、《Applied Water Science》、《Water Practice and Technology》和《Discover Water》的副編輯。他曾被Clarivate、Elsevier及其他機構評選為最具影響力的研究者之一,並獲得多個國家/省級人才稱號和獎項,以表彰他在研究和教學方面的成就。
維特里穆根·艾盧馬萊教授是一位專精於污染水文學和地下水建模的水文地質學家。他在南非祖魯蘭大學擔任水文學系主任,並作為一名成熟的研究者和導師而卓越。他是南非水文學國家主席(SARChI-Tier 1)。他的項目經驗涵蓋地下水資源調查與開發、地下水特徵、污染水文地質學與城市發展、地表水與地下水的相互作用、遙感技術及GIS在水資源管理中的應用。他在知名期刊上發表了約80篇研究論文,並且是南非科學家協會(SACNASP)註冊科學家。他是國際水文科學協會、國際水文地質學協會、國際水文科學協會及南非地質調查局的終身會員。
吳建華博士是中國長安大學的全職教授,專注於乾旱地區的水文學和水資源、黃土滲漏及其災害機制,以及地下水環境保護。她主導了超過十個研究項目,並獲得了十多個研究獎項。她的研究成果包括在國際期刊上發表的超過80篇學術論文,其中16篇被《Essential Science Indicators》認定為高被引和熱門論文。她是國際期刊《Exposure and Health》的副編輯。吳博士的研究卓越性獲得了Clarivate和Elsevier等知名機構的認可,並被選為全球最具影響力的研究者之一。
巴拉穆魯根·帕尼爾塞爾瓦姆教授是泰國朱拉隆功大學的副教授,擁有印度安娜大學的土木工程博士學位。他的研究重點是氣候變化對地下水、沿海生態系統的影響,以及人工智慧在水資源管理中的應用。他已發表超過40篇期刊文章,編輯了幾本書籍,並擔任地下水污染、氣候變化和水-食物-能源聯結的專刊客編。他獲得了青年科學家獎,並積極為環境科學領域的領先期刊進行審稿。帕尼爾塞爾瓦姆教授是多個專業組織的成員,包括國際水資源協會。