R and Python for Oceanographers: A Practical Guide with Applications

R and Python for Oceanographers: A Practical Guide with Applications describes the uses of scientific Python packages and R in oceanographic data analysis with detailed examples, including both script codes and graphic outputs. Within this book, oceanography and environmental science students or researchers will discover how to use Python packages and R libraries as a teaching aid or in research for environmental data analysis. At the start of every chapter a theoretical background to the topic is given, followed by a step by step example of software application including scripts, graphics or tables, which provide practical exercises for better understanding of the subject. These examples include frequently used data analysis approaches in physical and chemical oceanography while also containing topics on data import/export and GIS mapping. The examples seen in R and Python for Oceanographers: A Practical Guide with Applications will provide the uses of latest versions of Python and R libraries. Presents much needed oceanographic data analysis approaches to chemical and physical oceanographyIncludes examples with software applications (based on Python and R) along with examples including Free Software for the analysis of oceanographic dataProvides guidance on getting started on your own, as well as guidance in the form of example code and output INDICE: 1. Introduction to R and Python 2. Data Import and Export 3. Plotting 4. Mapping and Spatial Analysis 5. Physical Oceanography Examples 6. Chemical Oceanography Examples

• ISBN: 978-0-12-813491-7
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 300
• Fecha Publicación: 01/06/2019
• Nº Volúmenes: 1
• Idioma: Inglés