Using information and scale as central themes, this comprehensive survey explains how to handle real problems in astronomical data analysis through a modern arsenal of powerful techniques. The coverage includes chapters or appendices on: detection and filtering; image compression; multichannel, multiscale, and catalog data analytical methods; wavelets transforms, Picard iteration, and software tools.
Table of Contents
- Introduction to Applications and Methods
- Deconvolution
- Detection
- Image Compression
- Multichannel Data
- An Entropic Tour of Astronomical Data Analysis
- Astronomical Catalog Analysis
- Multiple Resolution in Data Storage and Retrieval
- Towards the Virtual Observatory
- Appendix A: Picard Iteration
- Appendix B: Wavelet Transform Using the Fourier Transform
- Appendix C: Derivative Needed for the Minimization
- Appendix D: Generalization of the Derivative Needed for Minimization
Readership:
Observing astronomers, researchers, graduate students
Springer Berlin, 2006, 302 S.
96,25 Euro
Hardcover, w. figs. (some col.)
ISBN: 978-3-540-33024-0
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