Watershed Management and Applications of AI
暫譯: 流域管理與人工智慧應用

Samantaray, Sandeep, Sahoo, Abinash, Ghose, Dillip K.

Watershed Management and Applications of AI
  • 出版商: CRC
  • 出版日期: 2021-05-27
  • 售價: $4,110
  • 貴賓價: 9.5 折 $3,905
  • 語言: 英文
  • 頁數: 292
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367763060
  • ISBN-13: 9780367763060
  • 相關分類: 人工智慧

    • 海外代購書籍(需單獨結帳)

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商品描述

Land use and water resources are two major environmental issues which necessitate conservation, management, and maintenance practices through the use of various engineering techniques. Water scientists and environmental engineers must address the various aspects of flood control, soil conservation, rainfall-runoff processes, and groundwater hydrology. Watershed Management and Applications of AI provides the necessary principles of hydrology to provide practical strategies useful for the planning, design, and management of watersheds. The book also synthesizes novel new approaches, such as hydrological applications of machine learning using neural networks to predict runoff and using artificial intelligence for the prediction of groundwater fluctuations.

Features:

  • Presents hydrologic analysis and design along with soil conservation practices through proper watershed management techniques

  • Provides analysis of land erosion and sediment transport in watersheds from small to large scale

  • Includes estimations for runoff using different methodologies with systematic approaches for each

  • Discusses water harvesting and development of water yield catchments

This book will be a valuable resource for students in hydrology courses, environmental consultants, water resource engineers, and researchers in related water science and engineering fields.

商品描述(中文翻譯)

土地利用和水資源是兩個主要的環境議題，這需要透過各種工程技術進行保護、管理和維護。水科學家和環境工程師必須處理洪水控制、土壤保護、降雨徑流過程以及地下水水文等各個方面。《流域管理與人工智慧應用》提供了水文學的必要原則，以提供對流域規劃、設計和管理有用的實用策略。該書還綜合了新穎的方法，例如使用神經網絡的水文機器學習應用來預測徑流，以及利用人工智慧預測地下水波動。

特色：
- 提供水文分析和設計，並透過適當的流域管理技術進行土壤保護實踐
- 分析從小型到大型流域的土地侵蝕和沉積物運輸
- 包含使用不同方法學的徑流估算，並為每種方法提供系統化的處理方式
- 討論水收集和水產量集水區的開發

本書將成為水文學課程學生、環境顧問、水資源工程師以及相關水科學和工程領域研究人員的寶貴資源。

作者簡介

Sandeep Samantaray is currently a Ph.D scholar, Department of Civil engineering at National Institute of Technology Silchar, Assam, India. He has research publications and presentations on such subjects as watershed management, hydrological forecasting, hydrologic modelling and computing in developing sustainable means of managing the environment. He has published in 13 international journal and has written 5 book chapters and attended more than 23 international conferences (SCOPUS Indexing). He also holds two Indian patents. Abinash Sahoo is currently a Ph.D scholar, Department of Civil engineering at National Institute of Technology Silchar, Assam, India. He has research publications on open channel hydraulics, and flood forecasting. He has published in five international journals and 15 international conferences. He also has an Indian patent. Dillip Kumar Ghose is currently working as an Assistant professor at National Institute of Technology, Silchar. He obtained his bachelor's degree in Civil Engineering from IGIT, Sarang, Odisha. He has published 14 research publications, 25 conference papers in national and international conferences. He also has 2 patents published along with DST project. He also is involved in many consultancy areas such as bridge design, soil investigation, water harvesting, and ground water detection.

作者簡介(中文翻譯)

Sandeep Samantaray 目前是印度阿薩姆邦國立技術學院 Silchar 土木工程系的博士生。他在流域管理、水文預測、水文建模及計算等主題上有研究出版物和報告，致力於發展可持續的環境管理方法。他在 13 本國際期刊上發表過論文，撰寫了 5 章書籍，並參加了超過 23 場國際會議（SCOPUS 索引）。他還擁有兩項印度專利。Abinash Sahoo 目前也是印度阿薩姆邦國立技術學院 Silchar 土木工程系的博士生。他在開放渠道水力學和洪水預測方面有研究出版物。他在五本國際期刊上發表過論文，並參加了 15 場國際會議。他也擁有一項印度專利。Dillip Kumar Ghose 目前在國立技術學院 Silchar 擔任助理教授。他在 Odisha 的 IGIT, Sarang 獲得土木工程學士學位。他已發表 14 篇研究出版物，並在國內外會議上發表 25 篇會議論文。他還與 DST 項目共同擁有 2 項已發表的專利。他還參與了許多顧問領域，如橋樑設計、土壤調查、水資源收集和地下水探測。

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