03727nam a22005415i 4500 978-3-031-56906-7 DE-He213 20251030113131.0 cr nn 008mamaa 241007s2024 sz | s |||| 0|eng d 9783031569067 978-3-031-56906-7 10.1007/978-3-031-56906-7 doi QC801-809 PHVG bicssc SCI032000 bisacsh PHVG thema Trauth, Martin H. author. aut http://id.loc.gov/vocabulary/relators/aut 17483 Python Recipes for Earth Sciences [electronic resource] / by Martin H. Trauth. 2nd ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XI, 491 p. 148 illus., 127 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Springer Textbooks in Earth Sciences, Geography and Environment, 2510-1315 Data Analysis in the Earth Sciences -- Introduction to Python -- Univariate Statistics -- Bivariate Statistics -- Time Series Analysis -- Signal Processing -- Spatial Data -- Image Processing -- Multivariate Statistics -- Directional Data. Python is used in a wide range of geoscientific applications, such as for image processing in remote sensing, for generating and processing digital elevation models, and for analyzing time series. This book introduces methods of data analysis in the earth sciences using Python, such as basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, signal processing, spatial and directional data analysis, and image analysis. The text includes numerous examples demonstrating how Python can be used on data sets from the earth sciences. The supplementary electronic material (available online through Springer Link) contains recipes that include all the Python commands featured in the book and example data. The Author: Martin H. Trauth studied geophysics and geology at the University of Karlsruhe. He obtained a doctoral degree from the University of Kiel in 1995 and was subsequently appointed a permanent memberof the scientific staff at the University of Potsdam. He became a lecturer following his habilitation in 2003 and was granted a titular professorship at the University of Potsdam in 2011. Since 1990, he has worked on various aspects of past changes in the climates of eastern Africa and South America. Martin H. Trauth has taught a variety of courses on data analysis in the earth sciences with MATLAB for more than 30 years both at the University of Potsdam and at other universities around the world. . Geophysics. 69226 Geographic information systems. 61967 Application software. Geophysics. 69226 Geographical Information System. 66422 Computer and Information Systems Applications. SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031569050 Printed edition: 9783031569074 Printed edition: 9783031569081 Springer Textbooks in Earth Sciences, Geography and Environment, 2510-1315 https://doi.org/10.1007/978-3-031-56906-7 ZDB-2-EES ZDB-2-SXEE 64046 64046