Python for Water and Environment 2024th Edition by Anil Kumar, Manabendra Saharia – Ebook PDF Instant Download/DeliveryISBN: 9819994083, 9789819994083
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Product details:
ISBN-10 : 9819994083
ISBN-13 : 9789819994083
Author: Anil Kumar, Manabendra Saharia
This textbook 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.
Python for Water and Environment 2024th Table of contents:
Part I. Practical Python for a Water and Environment Professional
1. Data Analysis in the Water and Environment
2. Python Environment and Basics
3. Python Essentials
4. Exploratory Analysis of Hydrological Data
5. Graphical Hydrological Data Analysis
Part II. Statistical Modeling in Hydrology
6. Curve Fitting and Regression Analysis
7. Hydrological Time Series Analysis
8. Common Hypothesis Testing
9. Uncertainty Estimation
Part III. Surface and Subsurface Water
10. Introduction
11. Surface Flow Models
12. Subsurface Flow Models
Part IV. Environmental Applications
13. Transport Phenomena
14. Contaminant Transport Models
15. Conclusion
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Tags: Python for Water, Environment, Anil Kumar, Manabendra Saharia