Use of semivariograms to identify earthquake damage in an Urban Area

IEEE Transactions on Geoscience and Remote Sensing

Volumn 45, Issue 6, 2007, Pages 1590-1594

  Sertel, Elif ^a   Kaya, Sinasi ^a   Curran, Paul J ^b  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^b BOURNEMOUTH UNIVERSITY   (United Kingdom)

Author keywords

Data processing; Earthquakes; Remote sensing; Urban areas

Indexed keywords

DATA PROCESSING; IMAGE ANALYSIS; REMOTE SENSING; SEISMIC PROSPECTING; TECTONICS; URBAN PLANNING;

EARTHQUAKE DAMAGE; HIGH RESOLUTION VISIBLE INFRARED (HRVIR) PANCHROMATIC IMAGES; SEMIVARIOGRAMS;

EARTHQUAKE EFFECTS;

EID: 34249816188     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2007.894019     Document Type: Article

References (17)

1. P. J. Curran, "The semi-variogram in remote sensing: An introduction," Remote Sens. Environ., vol. 24, no. 3, pp. 493-507, 1988.
2. P. Goovaerts, "Geostatistics in soil science: State-of-the-art and perspectives," Geoderma, vol. 89, no. 1, pp. 1-45, Apr. 1999.
3. P. M. Atkinson, "On estimating measurement error in remotely-sensed images with the variogram," Int. J. Remote Sens., vol. 18, no. 14, pp. 3075-3084, Sep. 1997.
4. C. Song and C. E. Woodcock, "The spatial manifestation of forest succession in optical imagery: The potential of multiresolution imagery," Remote Sens. Environ., vol. 82, no. 2, pp. 271-284, Oct. 2002.
5. Z. Sen, "Point cumulative semi-variogram for identification of heterogeneities in regional seismicity of Turkey," Math. Geol. vol. 30, no. 7, pp. 767-787, 1998.
6. A. Diblasi and A. W. Bowman, "On the use of the variogram in checking for independence in spatial data," Biometrics, vol. 57, no. 1, pp. 211-218, Mar. 2001.
7. E. Gringarten and C. V. Deutsch, "Teacher's aide variogram interpretation and modeling," Math. Geol, vol. 33, no. 4, pp. 507-534, May 2001.
8. J. Lévesque and D. J. King, "Airborne digital camera image semivariance for evaluation of forest structural damage at an acid mine site," Remote Sens. Environ., vol. 68. no. 2, pp. 112-124, May 1999.
9. P. M. Atkinson and P. Aplin, "Spatial variation in land cover and choice of spatial resolution for remote sensing," Int. J. Remote Sens., vol. 25, no. 18, pp. 3687-3702, Sep. 2004.
10. M. Armstrong, Basic. Linear Geostatistics. Berlin, Germany: Springer-Verlag, 1998.
11. D. J. Wald, L. A. Dengler, and J. W. Dewey, "Utilization of the Internet for rapid community intensity maps," Seismol. Res. Lett, vol. 70, no. 6, pp. 680-697, 1999.
12. S. Kaya, P. J. Curran. and G. Llewellyn, "Post-earthquake building collapse: A comparison of government statistics and estimates derived from SPOT HRVIR data," Int. J. Remote Sens., vol. 26, no. 13, pp. 2731-2740, 2005.
13. J. R. Can- and C. E. Glass, "Treatment of earthquake ground motion using regionalized variables," J. Int. Assoc. Math. Geol, vol. 17, no. 3, pp. 221-242, 1985.
14. M. Turker and B. T. San, "SPOT HRV data analysis for detecting earthquake-induced changes in Izmit, Turkey," Int. J. Remote Sens., vol. 24, no. 12, pp. 2439-2450, Jun. 2003.
15. C. E. Woodcock, A. H. Strahler, and D. L. B. Jupp, "The use of semivariograms in remote sensing I: Scene, models, and simulated images," Remote Sens. Environ., vol. 25, no. 3, pp. 323-348, 1988.
16. P. J. Curran and P. M. Atkinson, "Geostatistics and remote sensing," Prog. Phys. Geogr., vol. 22, no. 1, pp. 61-78, 1998.
17. R. Webster, "Quantitative spatial analysis of soil in the field," Adv. Soil Sci, vol. 3, no. 1, pp. 1-70, 1985.