EAS 309 Computer-Aided Data Analysis in Geosciences

 

Spring 2009

 

Drs. M. Baldwin and W.-w. Tung

 

Link to this page: http://web.ics.purdue.edu/~wwtung/EAS309

 

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Tung and Yanai (2002)

 

 

Course Announcements:

 

Syllabus

Course Schedule (Last updated 01/20/09)

 

MATLAB codes and references:

 

The MATLAB webpage at Mathworks has very comprehensive documentations.

Try Getting Started if you have never used MATLAB before.

 

Statistics Glossary:

            http://www.stats.gla.ac.uk/steps/glossary/

Recommended References: 

Bevington, P. R., 1969: Data reduction and error analysis for the physical sciences, McGraw-Hill, 336 pp.

Gilat, A., 2005: MATLAB—An Introduction with Applications, 2nd Edition, Wiley, 343pp.

            Harman, T. L., et al., 1999: Advanced Engineering Mathematics with MATLAB, 2nd ed., Cengage-Engineering, 784pp.

Middleton, G. V., 2000: Data Analysis in the Earth Sciences Using Matlab, Prentice Hall, 260 pp.

 

Matlab Programs:

Least Squares

                        linfit.m

                        sline.m

                        TestLScorrcoeff.m

                        AtmsData.m

                        TestLinfit.m

TestRegress.m

TestPolyfit.m

TestBackslashOperator.m

PolynomialFitLS2.m

ExponentialCurveTestLS.m

ArcAgeSlabDipData.m

lab8xydata.m

            Interpolation

                        splinewavelet.m

                        GriddataExample0306.m

                        spline2Dline.m

                        TestPeaks.m

            ANOVA

                        Testxyplot.m

xyplot.m

CompareANOVAlouismuddata.m
Time Series

aliasing2.m

aliasing.m

exerciseIV_1.m

aliasing3.m

lab4table.m

            Convolution and correlation

                        convolve.m

                        TestConvolve.m

                        TestMovingAverageFilter.m

                        testcorr2.m

                        exerciseV_2.m (including the creation of red noise)

                        SimpleSignals.m

                        crosscov.m

            Fourier Transform

                        testF.m

                        triangle.m

                        FourierSeries2.m

FFTSymmetry.m

                        TestFFT.m

                        TestFFTwithNoise.m

                        Ricker.m

                        CosineSummation.m

            Fourier Transform 2

                        GibbsBoxcar.m
                        GibbsB.m

                        FFTofNoise.m

                        ResolutionandSmoothingDemo.m

                        ResolutionandSmoothingDemo2.m

                        PltWilberZonlyLow.m

                        PltWilberZonlyHigh.m

                        NNAz1.txt

                        DailyTempIND.m

                        GlobalTempAnomaly.m

                        DNAGMagneticsProfile.m

            MIDTERM

                        MidPeaks.m

                        Synthesis.txt

                        DetectSynthesis.m

                       

 

Acknowledgment: Many thanks to Prof. L. Braile who used to teach this course, for sharing his time-proven course materials and experiences.