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024 7 _a10.1007/978-3-031-56906-7
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050 4 _aQC801-809
072 7 _aPHVG
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072 7 _aSCI032000
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100 1 _aTrauth, Martin H.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_917483
245 1 0 _aPython Recipes for Earth Sciences
_h[electronic resource] /
_cby Martin H. Trauth.
250 _a2nd ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXI, 491 p. 148 illus., 127 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aSpringer Textbooks in Earth Sciences, Geography and Environment,
_x2510-1315
505 0 _aData 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.
520 _aPython 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. .
650 0 _aGeophysics.
_969226
650 0 _aGeographic information systems.
_961967
650 0 _aApplication software.
650 1 4 _aGeophysics.
_969226
650 2 4 _aGeographical Information System.
_966422
650 2 4 _aComputer and Information Systems Applications.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031569050
776 0 8 _iPrinted edition:
_z9783031569074
776 0 8 _iPrinted edition:
_z9783031569081
830 0 _aSpringer Textbooks in Earth Sciences, Geography and Environment,
_x2510-1315
856 4 0 _uhttps://doi.org/10.1007/978-3-031-56906-7
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