Change detection of an earthquake-induced barrier lake based on remote sensing image classification

International Journal of Remote Sensing

Volumn 31, Issue 13, 2010, Pages 3521-3534

  Xu, Min ^a,b   Cao, Chunxiang ^a   Zhang, Hao ^a   Guo, Jianping ^c   Nakane, Kaneyuki ^d   He, Qisheng ^a,b   Guo, Jianghong ^a,b   Chang, Chaoyi ^a,b   Bao, Yunfei ^a,b   Gao, Mengxu ^a,b   Li, Xiaowen ^a  

^a BEIJING NORMAL UNIVERSITY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c NATIONAL CLIMATE CENTER   (China)

^d HIROSHIMA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE CLASSIFICATION; INFRARED DEVICES; LAKES; REMOTE SENSING;

ADVANCED LAND OBSERVING SATELLITES; BACKGROUND SUBTRACTION; BARRIER LAKES; CHANGE DETECTION; POST-CLASSIFICATION COMPARISONS; REMOTE SENSING IMAGE CLASSIFICATION; VISIBLE AND NEAR INFRARED RADIOMETERS; WENCHUAN EARTHQUAKE;

EARTHQUAKES;

AVNIR; DETECTION METHOD; IMAGE CLASSIFICATION; IMAGING METHOD; REMOTE SENSING; SATELLITE IMAGERY; SICHUAN EARTHQUAKE 2008;

BEICHUAN; CHINA; SICHUAN; TANGJIASHAN LAKE;

EID: 77954845211     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161003727689     Document Type: Article

References (22)

1. BIGNAMI, C., CHINI, M., PIERDICCA, N. and STRAMONDO, S., 2004, Comparing and combining the capability of detecting earthquake damage in urban areas using SAR and optical data. Proceeding of IEEE Geoscience and Remote Sensing Symposium, 20-24 September 2004, Alaska, USA, pp. 55-58, (Piscataway, NJ: IEEE).
2. BITELLI, G., CAMASSI, R., GUSELLA, L. and MOGNOL, A., 2004, Image change detection on urban areas: the earthquake case. Proceedings of the 20th International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 12-23 July 2004, Istanbul, Turkey, p. 692.
3. CHEN, Y.L. and HUNG, L.T., 2007, Using decision trees to summarize associative classification rules. Expert Systems with Application, 36, pp. 2338-2351.
4. CHEN, G., WANG, X., HE, X., FAN, J. and FAN, J., 2008, Outburst risk of barrier lakes in Sichuan, China. Journal of Mountain Science, 5, pp. 189-193.
5. DEY, S. and SINGH, R.P., 2003, Surface latent heat flux as an earthquake precursor. Natural Hazards and Earth System Sciences, 3, pp. 749-755.
6. FUNG, T. and LEDREW, E., 1987, Application of principal component analysis to change detection. Photogrammetric Engineering and Remote Sensing, 53, pp. 1649-1658.
7. GANAS, A., PAPADOPOULOS, G. and PAVLIDES, S.B., 2001, The 7th September 1999 Athens 5.9 Ms earthquake: remote sensing and digital elevation model inputs towards identifying the seismic fault. International Journal of Remote Sensing, 22, pp. 191-196.
8. GARAY, M.J. and DINER, D.J., 2007, Multi-angle Imaging SpectroRadiometer (MISR) timelapse imagery of tsunami waves from the 26 December 2004 Sumatra-Andaman earthquake. Remote Sensing of Environment, 107, pp. 256-263.
9. HOWARTH, J.P. and WICHWARE, G.M., 1981. Procedure for change detection using Landsat digital data. International Journal of Remote Sensing, 2, pp. 277-291.
10. IGARASHI, T., 2001, ALOS mission requirement and sensor specifications. Advances in Space Research, 28, pp. 127-131.
11. JENSEN, J.R., RUTCHEY, K., KOCH, M.S. and NARUMALANI, S., 1995, Inland wetland change detection in the Everglades Water Conservation Area 2A using a time series of normalized remotely sensed data. Photogrammetric Engineering and Remote Sensing, 61, pp. 199-209.
12. MIKKOLA, K., 1996, A remote sensing analysis of vegetation damage around smelters in the Kola Peninsula, Russia. International Journal of Remote Sensing, 17, pp. 3675-3690.
13. PARSONS, T., JI, C. and KIRBY, E., 2008, Stress changes from the 2008 Wenchuan earthquake and increased hazard in the Sichuan basin. Nature, 454, pp. 509-510.
14. PRICE, G., PYKE, D.A. and MENDES, L., 1992, Shrub die back in a semi arid ecosystem: the integration of remote sensing and geographic information systems for detecting vegetation change. Photogrammetric Engineering and Remote Sensing, 58, pp. 455-463.
15. SINGH, A., 1984, Tropical forest monitoring using digital Landsat data in northeastern India. PhD thesis, University of Reading, Reading, UK.
16. SINGH, A., 1989, Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing, 10, pp. 989-1003.
17. SINGH, R.P., BHOI, S., DEY, S., HARIJAN, N, SAHOO, A.K. and KANWAR, R., 2002a, Anomalous changes in ocean parameters after Gujarat earthquake of January 26, 2001. Proceedings of International Symposium on En Route to GODAE, 13-15 June 2002, Biarritz, France, pp. 369-370.
18. SINGH, R.P., BHOI, S. and SAHOO, A.K., 2002b, Changes observed on land and ocean parameters after Gujarat earthquake of January 26, 2001 using IRS Data. International Journal of Remote Sensing, 23, pp. 3123-3128.
19. STRAMONDO, S., BIGNAMI, C., CHINI, M., PIERDICCA, N. and TERTULLIANI, A., 2006, Satellite radar and optical remote sensing for earthquake damage detection: results from different case studies. International Journal of Remote Sensing, 27, pp. 4433-4447.
20. STRAMONDO, S., CHINI, M., SALVI, S., BIGNAMI, C., ZOFFOLI, S. and BOSCHI, E., 2008, Ground deformation imagery of the May Sichuan earthquake. EOS, Transactions, American Geophysical Union. 89, pp. 341-342.
21. TAHAYT, A., FEIGLE, K.L., MOURABIT, T., RIGO, A., REILINGER, R., MCCLUSKY, S., FADIL, A., BERTHIER, E., DORBATH, L., SERROUKH, M., GOMEZ, F. and BENSARI, D., 2009, The AI Hoceima (Morocco) earthquake of 24 February 2004, analysis and interpretation of data from ENVISAT ASAR and SPOT5 validated by ground-based observations. Remote Sensing of Environment, 113, pp. 306-316.
22. YUSUF, Y., MATSUOKA, M. and YAMAZAKI, F., 2001, Damage detection from Landsat-7 satellite images for the 2001 Gujarat, India earthquake. Proceedings of 22nd Asian Conference on Remote Sensing, 5-9 November 2001, Singapore, vol. 1, pp. 300-305.