Python for Water and Environment

Kumar, Anil, Saharia, Manabendra

Python for Water and Environment
  • 出版商: Springer
  • 出版日期: 2024-03-09
  • 售價: $4,120
  • 貴賓價: 9.5 折 $3,914
  • 語言: 英文
  • 頁數: 288
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819994071
  • ISBN-13: 9789819994076
  • 相關分類: Python、程式語言

    • 海外代購書籍(需單獨結帳)

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商品描述

This book delves into the practical applications of surface and groundwater hydrology, as well as the environment. The Part I, "Practical Python for a Water and Environment Professional," guides readers through setting up a scientific computing environment and conducting exploratory data analysis and visualization using reproducible workflows. The Part II, "Statistical Modeling in Hydrology," covers regression models, time series analysis, and common hypothesis testing. The Part III, "Surface and Subsurface Water," illustrates the use of Python in understanding key concepts related to seepage, groundwater, and surface water flows. Lastly, the Part IV, "Environmental Applications," demonstrates the application of Python in the study of various contaminant transport phenomena.

商品描述(中文翻譯)

本書深入探討地表水和地下水水文學的實際應用，以及環境相關議題。第一部分「水文與環境專業的實用Python」引導讀者建立科學計算環境，並使用可重複的工作流程進行探索性數據分析和可視化。第二部分「水文統計建模」涵蓋回歸模型、時間序列分析和常見的假設檢驗。第三部分「地表水和地下水」展示了使用Python理解滲漏、地下水和地表水流動等關鍵概念。最後，第四部分「環境應用」演示了Python在研究各種污染物傳輸現象中的應用。

作者簡介

Dr. Manabendra Saharia is an assistant professor in the Department of Civil Engineering and an associate faculty member of the Yardi School of Artificial Intelligence at the Indian Institute of Technology Delhi. Prior to joining IIT Delhi, he held positions in the hydrology labs of the NASA Goddard Space Flight Center and the National Center for Atmospheric Research (NCAR). He received his Ph.D. in Water Resources Engineering from the University of Oklahoma. At IIT Delhi, his HydroSense research lab focuses on utilizing physics and data-driven techniques to monitor and mitigate natural hazards such as floods and landslides. He has been recognized for his scientific contributions, having received Young Scientist awards from both the National Academy of Sciences, India (NASI), and the International Society for Energy, Environment and Sustainability (ISEES).
Dr. Anil Kumar is a senior project scientist in the Department of Civil Engineering at the Indian Institute of Technology Delhi. He received his Ph.D. in Computational Geosciences jointly from Monash University (Australia) and the Indian Institute of Technology Bombay (India). He received a B.Tech. in Geophysical Technology from the Indian Institute of Technology Roorkee. He has been working as a researcher in the field of machine learning and numerical modeling and has helped develop innovative solutions for the oil, gas, and mining industry.

作者簡介(中文翻譯)

Dr. Manabendra Saharia是印度德里印度理工學院土木工程系的助理教授，也是Yardi人工智能學院的副教員。在加入印度理工學院德里分校之前，他曾在NASA戈達德太空飛行中心的水文實驗室和國家大氣研究中心（NCAR）擔任職位。他在俄克拉荷馬大學獲得了水資源工程博士學位。在印度理工學院德里分校，他的HydroSense研究實驗室專注於利用物理和數據驅動技術來監測和減輕洪水和山崩等自然災害。他的科學貢獻獲得了國家科學院印度分院（NASI）和國際能源、環境和可持續發展學會（ISEES）的青年科學家獎的認可。

Dr. Anil Kumar是印度德里印度理工學院土木工程系的高級項目科學家。他在澳大利亞蒙納士大學和印度理工學院孟買分校共同獲得了計算地球科學博士學位。他在印度理工學院魯爾基分校獲得了地球物理技術學士學位。他一直在機器學習和數值建模領域從事研究工作，並為石油、天然氣和礦業行業開發了創新解決方案。

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