Advice Needed for Geophysical Data Analysis

Click For Summary
SUMMARY

The discussion centers on the need for foundational knowledge in Time Series Analysis, Correlation Dimension, and Lyapunov Exponent for analyzing geophysical data. The individual has a B.Sc in Physics, an M.Sc in Solid Earth Geophysics, and is pursuing a Ph.D. in Nonlinear Dynamics. Recommendations include utilizing online resources and university course databases to find relevant literature and reference books on these topics for further study.

PREREQUISITES
  • B.Sc in Physics
  • M.Sc in Solid Earth Geophysics
  • Understanding of Nonlinear Dynamics
  • Familiarity with Time Series Analysis
NEXT STEPS
  • Research Time Series Analysis techniques and methodologies
  • Study Correlation Dimension in the context of geophysical data
  • Explore Lyapunov Exponent calculations and their applications
  • Investigate university course offerings and reference books on these topics
USEFUL FOR

Geophysicists, researchers in nonlinear dynamics, and students pursuing advanced studies in geophysical data analysis will benefit from this discussion.

abidemi
Messages
1
Reaction score
0
Good day, i need your advice on my latest career.I have B.Sc in Physics,M.Sc in Solid Earth Geophysics and now currently doing my Ph.D in non linear dynamics,investigating of chaos in geophysical data using correlation dimension and lyapunov exponent.I need your advice on how to be grounded in Time series analysis,correlation dimension and lyapunov exponent in order to use it to analyze geophysical data.Thanks in anticipation of your positive response.
 
Physics news on Phys.org
abidemi said:
Good day, i need your advice on my latest career.I have B.Sc in Physics,M.Sc in Solid Earth Geophysics and now currently doing my Ph.D in non linear dynamics,investigating of chaos in geophysical data using correlation dimension and lyapunov exponent.I need your advice on how to be grounded in Time series analysis,correlation dimension and lyapunov exponent in order to use it to analyze geophysical data.Thanks in anticipation of your positive response.

Welcome to the PF.

I'm not sure we have enough geophysical expertise currently at the PF to be able to answer your question well (I could be wrong though). I Googled Time series analysis,correlation dimension and lyapunov exponent, and got what seem to be some good hits. Maybe have a look through the hit list to see if you are already familiar with that material...

https://www.google.com/search?sourc...exponent&gs_l=hp...0.0.0.1565...0.w41_7Ku-XUg

:-)
 
I would find search in the courses databases of good universities for each of those terms, and take a look at the reference books they use. Then get those books and study.
 

Similar threads

  • · Replies 13 ·
Replies
13
Views
3K
  • · Replies 27 ·
Replies
27
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
1
Views
2K
Replies
4
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
12
Views
5K
  • · Replies 23 ·
Replies
23
Views
37K
  • · Replies 1 ·
Replies
1
Views
5K
Replies
3
Views
3K