Remote data analysis, visualization and problem solving environment (PSE) based on wavelets in the geosciences

David A. Yuen, Zachary A. Garbow, Gordon Erlebacher

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

We discuss here the issues faced by earth scientists in analyzing and visualizing large datasets over a GRID-like setup from a client-server perspective. We approach this problem by using a remote, web-based visualization and data analysis framework, called WEB-IS, and by employing second-generation wavelets as a means for reducing the amount of data transferred and for extracting coherent features in complex geophysical flows and surface faulting patterns. As an example, we describe how onboard processors on satellites can function as a server for beaming down extracted information to the client computer on the ground, thus exemplifying WEB-IS as a viable middleware on a GRID network for geosciences.

Original languageEnglish (US)
Pages (from-to)29-38
Number of pages10
JournalVisual Geosciences
Volume9
Issue number1
DOIs
StatePublished - Jan 2004

Bibliographical note

Funding Information:
Acknowledgements The authors thank Professor Geoffrey C. Fox for opening our eyes to the GRID concept. We also benefited greatly from discussions with Oleg V. Vasilyev, J.M. Boggs, Fabien W. Dubuffet, Alain P. Vincent, N.R. Olson, Erik O.D. Sevre, Witold Dzwinel and Yoshi J.B.D. Kaneko. This research has been supported by the Geophysics and Advanced Computational Research, and Advanced Computer and Infrastructure and Research programs of the National Science Foundation and the Basic Energy Sciences program of the Dept. of Energy.

Keywords

  • Data analysis
  • Internet
  • Visualization
  • Wavelet
  • Wireless

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