A wavelet toolkit for visualization and analysis of large data sets in earthquake research

Pure and Applied Geophysics

Volumn 161, Issue 11-12, 2004, Pages 2215-2229

  Erlebacher, G ^a   Yuen, D A ^b  

^a School of Computational Science   (United States)

^b UNIVERSITY OF MINNESOTA   (United States)

Author keywords

Collaboration; Earthquakes; Grid computing; Visualization; Wavelets; Web based maps

Indexed keywords

DATA PROCESSING; EARTHQUAKE; WAVELET ANALYSIS;

EID: 6444244185     PISSN: 00334553     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00024-004-2559-5     Document Type: Article

References (44)

1. ABE, S., PLACE, D., and MORA, P. (2002), Visualization of large particle systems. In EOS, Trans, AGU abstract.
2. ANIYA, M., SATO, H., NARUSE, R., SKVARCA, P., and CASASSA, G. (1996), The Use of Satellite and Airborne Imagery to Inventory Outlet Glaciers of the Southern Patagonian Icefield, South America, Photogramm. Eng. Remote Sens. 62, 1361-1369.
3. BARTH, T. J., Chan, T., and HAIMES, R., eds., Multiscale and Multiresolution: Theory and Applications (Springer-Verlag 2002).
4. BAUMGARDNER, J. R., YAMAGISHI, Y., and STEGMAN D. R. (2002), Efficient visual data exploration in high-resolution global dynamical models of the earth's mantle. In EOS, Trans, AGU abstract.
5. BEN-ZION, Y. (1996), Stress, Slip, and Earthquakes in Models of Complex Single-fault Systems Incorporating Brittle and Creep Deformations, J. Geophys. Res. 101, 5677-5706.
6. BERGERON, S., YUEN, D., and VINCENT, A. (2000), Capabilities of 3-D Wavelet Transforms to Detect Plume-like Structures from Seismic Tomography Harmonics, Geophys. ERs., Lett. 27, 3433-3436.
7. CANDÈS, E. J. and DONOHO, D. L. (2000), Curvelets and Curvilinear Integrals, Journal Approx. Theory, http://www.acm.caltech.edu/~emmanuel/publications.html.
8. DAVIES, G. F. (1988), Ocean Bathymetry and Mantle Convection, 1. Large-scale Flow and Hotspots, J. Geophys. Res. 93, 10467-10480.
9. DINSMORE, A. D., WEEKS, E. R., PRASAD, V., LEVITT, A. C., and WEITZ, D. A. (2001), Three-dimensional Confocal Microscopy of Colloids, Applied Optics, 40, 4152-4159.
10. DONOHO, D. (1993), Unconditional Bases are Optimal Bases for Data Compression and for Statistical Estimation., Appl. Comput. Harmon. Anal. 1, 100-115.
11. DONOHO, D. and HUO, X., Beamlets and multiscale image analysis, In Multiscale and Multiresolution Methods: Theory and Applications, Ed. T. B. Barth, pp. 149-196, (Springer Verlag, New York 2002).
12. ERLEBACHER, G., HUSSAINI, M. Y., and JAMESON, L. M., eds. Wavelets: Theory and Applications, (Oxford University Press 1996).
13. ERLEBACHER, G., YUEN, D. A., and DUBUFFET, F. (2001), Current Trends and Demands in Visualization in the Geosciences, Electronic Geosciences 4, http://link.springer-ny.com/link/service/journals/ 10069/technic/erlebach/index.htm
14. ERLEBACHER, G., YUEN, D. A., and DUBUFFET, F. (2002a), Case study: Visualization and analysis of high rayleigh number - 3D convection in the earth's mantle. In Proceedings of IEEE Visualization Conference 2002, IEEE.
15. ERLEBACHER, G., YUEN, D. A., DUBUFFET, F., and VASILYEV, F. (2002b), Identification of Mantle Plumes and Relative Contributions of Surface Heat Flow by Wavelet Thresholding, AGU, 83(47), Fall Meeting Supplement, abstract NG61A-11, 2002.
16. FOSTER, I. and KESSELMAN, C., eds. (1999), The Grid. Blueprint for a New Computing Infrastructure, Morgan Kaufmann Publishers, Inc.
17. FOX, G. C., KO, S.-H., PIERCE, M., BALSOY, O., KIM, J., LEE, S., KIM , K., OH, S., RAO, X., VARANK, M., BULUT, H., GUNDUZ, G., QUI, X., PALLICKARA, S., UYAR, A., and YOUN, C. (2002), Grid Services for Earthquake Science, ACES 2001. Special issue of Concurrency and Computation: Practice and Experience 14 (6-7), 371-393.
18. GARBOW, Z. A., OLSON, N. R., YUEN, D. A., and BOGGS, J. M. (2001), Interactive Web-Based Map: Applications to Large Data Sets in the Geosciences, Electronic Geosciences 6, http:/ /link.springer.de/ link/service/journals/10069/technic/webbased/index.htm.
19. GARBOW, Z. A., ERLEBACHER, G., YUEN, D. A., BOGGS, J. M., and DUBUFFET, F. W. (2003a), Web-Based Interrogation of Large-Scale Geophysical Data Sets from Handheld Devices, Visual Geosciences, DOI 10.1007/5 S10069-003-0007-9, http://194.94.42.12/licensedt̄erials/10069/contents/03/00007
20. GARBOW, Z. A., ERLEBACHER, G., YUEN, D. A., SEVRE, E. O. D., NAGLE, A. R., and KANEKO, J. Y. (2004), Web-based interrogation of large-scale geophysical data sets and clustering analysis of many earthquake events from desktop and handheld computers, In EOS, Trans, AGU abstract.
21. HAEBERLI, W., CIHLAR, J., and BARRY, R. (2000), Glacier Monitoring within the Global Climate Observing System, Annals Glaciology 31, 241-246.
22. HORBELT, S., UNSER, M., and VETTERLI, M. (1999), Wavelet projections for volume rendering. In Eurographics 99 (eds. by M. A. Alberti, G. Gallo, and I. Jelinek).
23. KANEKO, J. Y., YUEN, D. A., DZWINEL, W., BORYCZKO, K., BEN-ZION, Y., and D., S. E. O. (2002), Multiresolution clustering analysis and visualization of around one million synthetic earthquake events, In EOS, Trans, AGU abstract.
24. KEILIS-BOROK, V., GABRIELOV, A., TURCOTTE, D., and ZALIAPIN, I. (2002), Cascade of clusters - from metaphor to algorithm? In EOS, Trans, AGU abstract.
25. KRITSKI, A., YUEN, D. A., and VINCENT, A. P. (2002), Wavelet Correlation Analysis Applied to Study Marine Sediments, Electronic Geosciences, submitted.
26. KUMAR, P. and FOUFOULA-GEORGIOU, E. (1997), Wavelet Analysis for Geophysical Applications, Rev. Geophys. 35, 385-412.
27. LAINE, A. F. (2000), Wavelets in Temporal and Spatial Processing of Biomedical Images, Annual Review Biomedical Engineering, 2, 511-550.
28. LINDQUIST, K. G., VERNON, F. L., RAJASEKAR, A., HANSEN, T. S., LUDAESCHER, B., ORCUTT, J., BRAUN, H.-W., BOCK, Y., EAKINS, J., and KEEN, C. K. (2002), Virtualizing data access for generalized geophysical processing systems. In EOS, Trans, AGU abstract.
29. MALEVSKY, A. and YUEN, D. (1993), Plume Structures in the Hard Turbulent Regime of Three-dimensional Infinite Prandtl Number Convection, Geophys. Res. Lett. 20, 383-386.
30. MALLAT, S., A Wavelet Tour of Signal Processing (Academic Press 1998).
31. MARPE, D., WIEGAND, T., and CYCON, H. L. (2002), Design of a highly efficient wavelet-based video coding scheme. In Proc. SPIE, Vol. 4671, to appear.
32. MILLER, M. M., MELBOURNE, T., JOHNSON, D. J., and SUMMER, W. Q. (2002), Periodic Slow Earthquakes from the Cascadia Subduction Zone, Science 295, 2423.
33. OLSEN, K., ARCHULETA, R., and MATARASE, J. R. (1995), Three-dimensional Simulation of a Magnitude 7.75 Earthquake on the San Andreas Fault, Science 270, 1628-1632.
34. PRITCHARD, M. E. and SIMONS, M. (2002), A Satellite Geodetic Survey of Large-scale Deformation of Volcanic Centres in the Central Andes, Nature 418, 167-171.
35. SLEEP, N. H. (1990), Hotspots and Mantle Plumes: Some Phenomenology, J. Geophys. Res. 95, 6715-6736.
36. STARCK, J. L., CAND'ES, E. J., and DONOHO, D. L. (2000), The Curvelet Transform for Image Denoising, IEEE Transactions on Signal Processing, 11, 670-684.
37. STRELITZ, R. (2002), New tools for visual analysis of multivariate data from large scale climate simulations. In EOS, Trans, AGU abstract.
38. SWELDENS, W. (1996), The Lifting Scheme: A Custom-design Construction of Biorthogonal Wavelets, Appl. Comput. Harmon. Anal. 3(2), 186-200.
39. TODA, S., STEIN, R. S., and SAGIYA, T. (2002), Evidence from the AD 2000 Izu Islands Swarm that Stressing Rate Governs Seismicity, Nature 419, 58-61.
40. VAN DYKE, M. (1982), An Album of Fluid Motion, (The Parabolic Press, Stanford CA, 1982).
41. VASILYEV, O. V. and PAOLUCCI, S. (1997), A Fast Adaptive Wavelet Collocation Algorithm for MultiDimensional PDEs, J. Comput. Phys. 125, 16-56.
42. YUEN, D. A., VINCENT, A. P., KIDO, M. J. B., and VECSEY, L. (2002), Geophysical Applications of Multidimensional Filtering with Wavelets, Pure Appl. Geophys. 159 (10), 2285-2309.
43. YUEN, D. A., ERLEBACHER, G., VASILYEV, O., GOLDSTEIN, D. E., and FUENTES, M. (2004a), Role of Wavelets in the Physical and Statistical Modelling of Complex Geological Processes, Pure Appl. Geophys., 161, 2231-2244.
44. YUEN, D. A., GARBOW, Z. A., and ERLEBACHER, G. (2004b), Remote Data Analysis, Visualization and Problem Solving Environment (PSE) Based on Wavelets in the Geosciences, Visual Geosciences, in press.