Artificial Intelligence and Modeling for Water Sustainability: Global Challenges
Mahmoud, Alaa El Din, Fawzy, Manal, Khan, Nadeem Ahmad
相關主題
商品描述
Artificial intelligence and the use of computational methods to extract information from data are providing adequate tools to monitor and predict water pollutants and water quality issues faster and more accurately. Smart sensors and machine learning models help detect and monitor dispersion and leakage of pollutants before they reach groundwater. With contributions from experts in academia and industries, who give a unified treatment of AI methods and their applications in water science, this book help governments, industries, and homeowners not only address water pollution problems more quickly and efficiently, but also gain better insight into the implementation of more effective remedial measures.
FEATURES
- Provides cutting-edge AI applications in water sector.
- Highlights the environmental models used by experts in different countries.
- Discusses various types of models using AI and its tools for achieving sustainable development in water and groundwater.
- Includes case studies and recent research directions for environmental issues in water sector.
- Addresses future aspects and innovation in AI field related to watersustainability.
This book will appeal to scientists, researchers, and undergraduate and graduate students majoring in environmental or computer science and industry professionals in water science and engineering, environmental management, and governmental sectors. It showcases artificial intelligence applications in detecting environmental issues, with an emphasis on the mitigation and conservation of water and underground resources.
商品描述(中文翻譯)
人工智慧及其計算方法在從數據中提取資訊方面提供了足夠的工具,以更快速且準確地監測和預測水污染物及水質問題。智慧感測器和機器學習模型有助於在污染物到達地下水之前檢測和監控其擴散和洩漏。這本書匯集了來自學術界和產業的專家,統一介紹了人工智慧方法及其在水科學中的應用,幫助政府、產業和家庭不僅能更快速和有效地解決水污染問題,還能更深入地了解實施更有效的補救措施。
特色
- 提供水資源領域的尖端人工智慧應用。
- 突顯不同國家專家使用的環境模型。
- 討論各種使用人工智慧及其工具的模型,以實現水資源和地下水的可持續發展。
- 包含案例研究和水資源領域環境問題的最新研究方向。
- 關注未來的發展和與水資源可持續性相關的人工智慧創新。
這本書將吸引科學家、研究人員,以及主修環境科學或計算機科學的本科生和研究生,以及水科學和工程、環境管理和政府部門的行業專業人士。它展示了人工智慧在檢測環境問題中的應用,特別強調水資源和地下資源的減緩和保護。
作者簡介
作者簡介(中文翻譯)
阿拉·艾爾·丁·馬哈茂德、馬納爾·法烏齊、納迪姆·艾哈邁德·汗