03245nam 22006255 450 991084249270332120250807145638.0981-9994-08-X10.1007/978-981-99-9408-3(MiAaPQ)EBC31206148(Au-PeEL)EBL31206148(DE-He213)978-981-99-9408-3(CKB)30815021900041(EXLCZ)993081502190004120240308d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierPython for Water and Environment /by Anil Kumar, Manabendra Saharia1st ed. 2024.Singapore :Springer Nature Singapore :Imprint: Springer,2024.1 online resource (293 pages)Innovations in Sustainable Technologies and Computing,2731-8818981-9994-07-1 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.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.Innovations in Sustainable Technologies and Computing,2731-8818Computational intelligencePython (Computer program language)Quantitative researchEnvironmental educationComputational IntelligencePythonData Analysis and Big DataEnvironmental and Sustainability EducationComputational intelligence.Python (Computer program language)Quantitative research.Environmental education.Computational Intelligence.Python.Data Analysis and Big Data.Environmental and Sustainability Education.006.3Anil Kumar1151113Saharia Manabendra1732917MiAaPQMiAaPQMiAaPQBOOK9910842492703321Python for Water and Environment4465303UNINA