TY  - BOOK
A1  - Trauth, Martin H.
T1  - Python Recipes for Earth Sciences
T3  - Springer Textbooks in Earth Sciences, Geography and Environment
N2  - Python is used in a wide range of geoscientific applications, such as in processing images for remote sensing, in generating and processing digital elevation models, and in analyzing time series. This book introduces methods of data analysis in the geosciences using Python that include basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, and signal processing; the analysis of spatial and directional data; and image analysis. The text includes numerous examples that demonstrate how Python can be used on data sets from the earth sciences. The supplementary electronic material (available online through Springer Link) contains the example data as well as recipes that include all the Python commands featured in the book.
KW  - computational geosciences
KW  - geoinformatics
KW  - geostatistics
KW  - mathematical geology
KW  - geomodeling
KW  - digital elevation models
KW  - climate time series analysis
Y1  - 2022
SN  - 978-3-031-07719-7
SN  - 978-3-031-07718-0
SN  - 978-3-031-07720-3
SN  - 978-3-031-07721-0
U6  - https://doi.org/10.1007/978-3-031-07719-7
SN  - 2510-1307
SN  - 2510-1315
PB  - Springer
CY  - Cham
ER  -