000 01281 a2200169 4500
020 _a9783031077210
082 _a550.285
_bT696p
100 _aTrauth, Martin H.
245 _aPython recipes for earth sciences
_cMartin H. Trauth
260 _bSpringer Nature
_c2022
_aSwitzerland
300 _axii, 453p
440 _aSpringer textbooks in earth sciences, geography and environment
520 _aPython 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.
650 _aEarth sciences -- Data processing
650 _aPython (Computer program language)
942 _cTXT
999 _c567678
_d567678