Python for Water and Environment / / by Anil Kumar, Manabendra Saharia
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| Autore: |
Anil Kumar
|
| Titolo: |
Python for Water and Environment / / by Anil Kumar, Manabendra Saharia
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Edizione: | 1st ed. 2024. |
| Descrizione fisica: | 1 online resource (293 pages) |
| Disciplina: | 006.3 |
| Soggetto topico: | Computational intelligence |
| Python (Computer program language) | |
| Quantitative research | |
| Environmental education | |
| Computational Intelligence | |
| Python | |
| Data Analysis and Big Data | |
| Environmental and Sustainability Education | |
| Altri autori: |
SahariaManabendra
|
| Nota di contenuto: | Data Analysis in the Water and Environment -- Python Environment and Basics -- Python Essentials -- Exploratory Analysis of Hydrological Data -- Graphical Hydrological Data Analysis -- Curve Fitting and Regression Analysis -- Hydrological Time Series Analysis -- Common Hypothesis Testing -- Uncertainty Estimation -- Introduction -- Surface Flow Models -- Subsurface Flow Models -- Transport Phenomena -- Contaminant Transport Models -- Conclusion. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Python for Water and Environment |
| ISBN: | 981-9994-08-X |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910842492703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Innovations in Sustainable Technologies and Computing, . 2731-8818