ESCI 7205 Data Analysis in Geophysics
TuTh 09:40-11:05 AM
CERI House 3 Conference Room or Unix Lab
Instructor: Bob Smalley
Office hours: 2-4 M Th&Th
Course Description:
The course provides an overview of common tools used by geoscientists.
Homework assignments are designed to develop a working knowle, VAdge of
a wide range of computer tools. Emphasis is placed on working in a Unix
environment. Topics will include Unix, programming in
MATLAB®, scripting (sh and csh), AWK, Seismic Analysis Code
(SAC), network tools such as FTP, VNC, X display, Generic Mapping Tools
(GMT) and Adobe Illustrator, EXCEL, Web page development, and an
overview of Fortran and C. The course will include hands on experience
on the CERI comptuer system.
Texts:
Unix Visual Quickstart Guide, Fourth Eddition, D.S. Ray and
E.J. Ray
The Univerity is licensed to access many Unix books
online.
We will also reference:Classic Shell
Scripting, A. Robbins and N.H.F. Beebe.
The "AWK book"
Awk
Article
1
Awk
Article
2
Awk
Article
3
Generic Mapping Tools (GMT)
Seismic
Analysis Code (SAC)
Mathworks
Getting
started
with
Matlab
Course requirements:
Students must attend all lectures and labs. Class absences
must be discussed PRIOR to the missed class.
Homework assignments must be handed in on time; 10% will be taken off
for each day late.
The class will include completing a computer based research project
that uses the tools discussed in class. The project can be related to
your primary research interest or topic. The project must be approved
before starting work. Each student will give a 20 minute presentation
the last day of class.
Grading:
70% homework, 10% class participation, 20% final project.
Project:
Each student will design, implement and present a
small-scale data analysis project. The project should use programs
and/or techniques discussed in the class. Geophysics data is preferred
and a project releated to the student's own research is encouraged. Use
of SAC and/or MATLAB and or GMT as part of the project is mandatory.
The topic should be discussed with me, decided on and approved no later
than Nov 3rd. Each student will give a 20 minute PowerPoint
presentation the last day of class. The project should be thoroughtly
documented and all scripts/programs/macros turned in as part of the
project. There will be no final exam.
Classes:
(links open pdf of class)
Sep 1 NO
CLASS - to be made up
Sep 3 NO CLASS - to be
made up
Sep 8 Class
1 - intro
Sep 8 Class 1 - basics-1
Sep 10 Class 2 - basics-2
Sep 15 Class 3 - basics-3
Sep 17 Class 4, 5 - basics-4, make up 1 - class (2 pm) basics-5
Sep 22 Class 6 - shell scripting 101
Sep 24 NO CLASS - to be made up
Sep 29 Class 7 - shell scripting 201+intro awk, make up 2 - lab
(2 pm).
Oct 1 Class 8 - awk
Oct 6 Class 9 - SAC (1)
Oct 8 Class 10 - SAC (2)
Oct 13 Class 11 - GMT (1), make up 3 - lab (2:30 pm).
Oct 15 Class 12 - GMT (2)
Oct 20 Fall Break - NO CLASS
Oct 22 Class 13 - GMT (3)
Oct 27 Class 14 - computer representation of numbers
Oct 29 NO CLASS - to be made up -
attend USGS meeting on New Madrid
Nov 3 Class 15 - MATLAB - 1
Nov 5 Class 16 - MATLAB - 2, newton's
method and convergence speed example
Nov 10 Class 17 - MATLAB
-
3
Nov 12 Class 18 - MATLAB
-
4, Typinski-EarthGrav
Nov 17 Class 19 - MATLAB and GMT output to Adobe Illustrator,
Newtons Method convergence for complex
functions
Nov 19 Class 20 - MATLAB
-
5
Nov 24 Class 21 - MATLAB
-
6,
PCA
example
Nov 26 Thanksgiving - NO CLASS
Dec 1 Class 22 - MATLAB 7, GUIs
Dec 3 Class 23 - FORTRAN and C
Dec 8 Present projects.
(I sometimes make changes to the notes presented in class - based on
questions/comments during the class or because I found something
interesting. The files at the links above are therefore not completely
static during the semester.)
Homeworks:
Sep 10 - HW-1,
distributed
by
email.
Due:
Tue,
Sep.
15.
Sep 15 - HW-1a,
correct
HW-1,
additional
questions.
Due:
Th,
Sep.
17.
Sep 17 - HW-2,
Due:
Tue,
Sep.
22.
Since
no-one
finished
this
one
-
it
is
extended
till
Tue,
Sep
29 (when HW3 is also due)
Sep 22 - HW-3,
Due:
Tue,
Sep.
29.
Oct 2 - HW-4, Due: Thu Oct 8.
Oct 9 - HW-5, Due: Tue., Oct. 13. This is going to be
a big exercise that we will work on in several installments, so it will
be broken down into little parts.
Oct 13 - HW-5-2,
Due:
Thu.,
Oct.
15.
This
adds
the
next
installment
(question
6).
Feel
free
to
come
to
my office or email me.
Oct 25 - HW-5-3,
Due:
Thu.,
Oct.
22.
Adds
another
installment
(questions
7-9)
Nov 3 - HW-6,
Due:
Thu.,
Nov.
5.
Short
Matlab
homework.
Nov 9 - HW-7,
Due:
Thu.,
Nov.
12.
Short
Matlab
homework.
Nov 12 - HW-8, Due: Thu., Nov.19. Short Matlab
homework.
Nov 24 - HW-9, Due: Tue Dec 1, another Short
Matlab homework.
Additional files/link:
Unix_tutorial
Unix_book
unix-intro
(home
for unix wizards)
metacharacters and
quotes
regular expressions
another regular expressions
more regular
expressions
printf
format
specification
The
Unix Haters Handbook
The truth about
Unix: The user interface is horrid
Unix
is a four letter word
The rise
and fall of Unix
Links and other useful info:
Most useful non-human resource
--- GOOGLE. You can find just about
anything you need on the web.
list
of
typical
unix
commands
ARE
unix
tutorial
UNIX Power Tools
Permissions
redirection
BASH programming
How-to
BASH
bash
internal variables
bash beginners guide
man pages
wiki man entry
nedit
Nirvana
Editor
(nedit)
vi and vim editors
viRef
whyVI
vi
graphical
cheat
sheet
vi editing
wiki vi entry
wiki vim
entry
vim
quick reference card
vim
doc
vim
tutorial
book (572 pages!)
Google on "vi tutorial" or "vim
tutorial" for a large number of tutorials on vi and vim.
vim
tutorial
another vim tutorial
vim regular expressions
vim tips
AWK
Intro&Tutorial
arrays
SAC
manual page at iris
general
info
tutorial
another
tutorial
GMT
Andrew
Newman's
intro
Matlab
David
Jacobs,
U.
Maryland
Tim
Marks,
UCSD
Joseph Bradley, Carnegie Mellon U.
Peter Acklam array
manipulation
U
Florida
(plus
other
computer
stuff)
cell
arrays to structures and back - the "deal" function
how to vectorize code
CERI Computer informatoin
CERI
Computer Network Facts (and some opinion) (from 2007, somewhat out
of date)
Sesimic Data sources
seismosurfing
the
internet (very old, but many of the links still work)
Geosciences Freeware/Shareware
from J. Butler
R.
Allmendinger
C. Ammon/SLU
Opinions/fun stuff
Matt's rants
PCA
Tutorial - Shlens
Geoff Blewitt's - intro GPS processing
Docu 1
Docu 2
Inversion
Class
-
guest
lecture
GPS
and
earthquake
location