| 書目名稱 | Python for Water and Environment | | 編輯 | Anil Kumar,Manabendra Saharia | | 視頻video | http://file.papertrans.cn/765/764255/764255.mp4 | | 概述 | 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 | | 叢書名稱 | Innovations in Sustainable Technologies and Computing | | 圖書封面 |  | | 描述 | .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.. | | 出版日期 | Textbook 2024 | | 關鍵詞 | Python; Finite element methods; Hydrology; Environmental applications; Statistical modeling; Computationa | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-99-9408-3 | | isbn_softcover | 978-981-99-9410-6 | | isbn_ebook | 978-981-99-9408-3Series ISSN 2731-880X Series E-ISSN 2731-8818 | | issn_series | 2731-880X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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