Modeling, Data Analysis and Numerical Techniques for Geochemistry
The topic for each lecture runs down the middle of the table, on the left are links to the HTML lecture notes and on the right links to the PDF chapters. Clicking on the individual lecture number will take you to the HTML lecture notes. The lecture number refers to actual sequential number of the lecture this year, do not be alarmed if the HTML page doesn't have the same NUMBER. But if the topic is wrong, let the web-page authors know. Clicking on the individual chapter numbers will take you to the PDF file of that particular chapter (if available). Underneath each PDF link is the date that chapter was compiled, this date also appears in the header of each odd numbered page.
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HTML for web browsing |
TOPIC |
for downloading |
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Frontmatter |
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Title Page, Table of Contents, Preface |
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Data analysis and statistics |
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Resources, MATLAB primer and intro to linear algebra |
Chapter 1 |
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Measurement theory, probability distributions, error propagation and analysis |
Chapter 2 |
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Least Squares and regression techniques, goodness of fit and tests, non-linear least squares techniques |
Chapter 3 |
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Principle Components and Factor Analysis |
Chapter 4 |
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Objective mapping and Kriging |
Chapter 5 |
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Time Series Analysis, Correlation and Autocorrelation |
Chapter 6 |
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Fourier and Spectral Analysis |
Chapter 7 |
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Modeling Techniques |
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Integration of ODE's and 0D (Box) Models |
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| Lecture 9 |
A Tutorial in Numerical Modeling Techniques |
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| Lecture 10 |
Model Analysis and Optimization |
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Finite Difference Techniques |
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Advection-Diffusion Equations and Turbulence |
Chapter 12 |
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Modeling Case Studies |
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Chapter 13 |
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1-D Models in Sedimentary Systems |
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Chapter 15 |
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2-D Gyre Models |
Chapter 16 |
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3-D General Circulation Models |
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Ocean Inversions, Part I |
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Lecture 19 |
Ocean Inversions, Part II |
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Scientific Visualization |
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PDF
20 Oct 2006