LEADER 02953oam 2200481 450 001 9910483554403321 005 20210617091805.0 010 $a3-030-38441-1 024 7 $a10.1007/978-3-030-38441-8 035 $a(CKB)4100000011631461 035 $a(DE-He213)978-3-030-38441-8 035 $a(MiAaPQ)EBC6455837 035 $a(PPN)252516591 035 $a(EXLCZ)994100000011631461 100 $a20210617d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMATLAB® recipes for earth sciences /$fMartin H. Trauth 205 $aFifth edition. 210 1$aCham, Switzerland :$cSpringer,$d[2021] 210 4$d©2021 215 $a1 online resource (XII, 517 p. 142 illus., 122 illus. in color.) 225 1 $aSpringer textbooks in earth sciences, geography and environment 311 $a3-030-38440-3 327 $aData Analysis in Earth Sciences -- Introduction to MATLAB -- Univariate Statistics -- Bivariate Statistics -- Time-Series Analysis -- Signal Processing -- Spatial Data -- Image Processing -- Multivariate Statistics -- Statistics on Directional Data. 330 $aMATLAB� is used in a wide range of geoscientific applications, e.g. for image processing in remote sensing, for creating and processing digital elevation models, and for analyzing time series. This book introduces readers to MATLAB-based data analysis methods used in the geosciences, including basic statistics for univariate, bivariate and multivariate datasets, time-series analysis, signal processing, the analysis of spatial and directional data, and image analysis. The revised and updated Fifth Edition includes seven new sections, and the majority of the chapters have been rewritten and significantly expanded. New sections include error analysis, the problem of classical linear regression of log-transformed data, aligning stratigraphic sequences, the Normalized Difference Vegetation Index, Aitchison?s log-ratio transformation, graphical representation of spherical data, and statistics of spherical data. The book also includes numerous examples demonstrating how MATLAB can be used on datasets from the earth sciences. The supplementary electronic material (available online through SpringerLink) contains recipes that include all the MATLAB commands featured in the book and the sample data. 410 0$aSpringer textbooks in earth sciences, geography and environment. 606 $aEarth sciences$xMathematics 606 $aEarth sciences$xData processing 615 0$aEarth sciences$xMathematics. 615 0$aEarth sciences$xData processing. 676 $a550.151 700 $aTrauth$b Martin H.$0514305 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a9910483554403321 996 $aMATLAB® recipes for earth sciences$92809752 997 $aUNINA