Kumar A., Saharia M. Python for Water and Environment

Springer Singapore, 2024. — 288 p. — (Innovations in Sustainable Technologies and Computing). — eBook ISBN: 978-981-99-9408-3.Addresses the fundamental modeling problems in water resources and hydrology.
Depicts examples in Python programming language.
Induces a short learning curve to advanced numerical techniques such as the finite elements.This textbook delves into the practical applications of surface and groundwater hydrology, as well as the environment. 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. Part II, "Statistical Modeling in Hydrology," covers regression models, time series analysis, and common hypothesis testing. Part III, "Surface and Subsurface Water," illustrates the use of Python in understanding key concepts related to seepage, groundwater, and surface water flows. Lastly, Part IV, "Environmental Applications," demonstrates the application of Python in the study of various contaminant transport phenomena.True PDF