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Python for Water and Environment

Python for Water and Environment

Anil Kumar, Manabendra Saharia

E-kniha

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O titulu

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

Podrobnosti

Nakladatel
Springer Nature Singapore
Jazyk
EN
Formát
EPUB
Vydáno
ISBN
9789819994083
Ochrana souboru
Vodoznak — otevře se v každé čtečce, bez dalšího účtu