Using MODIS NDVI time series to identify geographic patterns of landslides in vegetated regions

IEEE Geoscience and Remote Sensing Letters

Volumn 10, Issue 4, 2013, Pages 707-710

  Yang, Wentao ^a   Wang, Ming ^a   Shi, Peijun ^a  

^a BEIJING NORMAL UNIVERSITY   (China)

Author keywords

Earthquake; landslide identification; normalized difference vegetation index (NDVI) time series; remote sensing

Indexed keywords

AFFECTED AREA; FIELD INVESTIGATION; GEOGRAPHIC PATTERN; HIGH RESOLUTION IMAGE; HIGH RESOLUTION SATELLITE IMAGES; HIGH TEMPORAL RESOLUTION; LANDSLIDE IDENTIFICATION; LARGE REGIONS; MAIN SHOCK; MODERATE RESOLUTION; MOUNTAINOUS REGIONS; NDVI TIME SERIES; NORMALIZED DIFFERENCE VEGETATION INDEX; NORMALIZED DIFFERENCE VEGETATION INDEX TIME SERIES; OPTIMAL THRESHOLD; PROPERTY LOSS; SEISMIC INTENSITY; SHORT PERIODS; SPATIAL PATTERNS; SPATIAL RESOLUTION; SPECTRORADIOMETRY; TEMPORAL INTERVALS; WENCHUAN EARTHQUAKE;

EARTHQUAKES; ITERATIVE METHODS; RADIOMETERS; REMOTE SENSING; TIME SERIES;

LANDSLIDES;

EID: 84870885289     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2219576     Document Type: Article

References (21)

1. F. Mantovani, R. Soeters, and C. J. Westen, "Remote sensing techniques for landslide studies and hazard zonation in Europe," Geomorphology, vol. 15, no. 3/4, pp. 213-225, Apr. 1996.
2. J. N. Hutchinson, "General report: Morphological and geotechnical parameters of landslides in relation to geology and hydrogeology," in Proc. 5th Int. Symp. Landslides, Lausanne, Switzerland, 1988.
3. S. De Andrea, S. Agostoni, S. Lauzi, and N. Padovan, "Sintesi ed interpretazione dei dati delle reti di monitoraggio in Val Pola (Sondrio)," Geologia Tecnica, vol. 3, pp. 24-36, 1991.
4. G.Metternicht, L. Hurni, and R. Gogu, "Remote sensing of landslides: An analysis of the potential contribution to geo-spatial systems for hazard assessment in mountainous environments," Remote Sens. Environ., vol. 98, no. 2/3, pp. 284-303, 2005. (Pubitemid 41395074)
5. M. Rossi, F. Guzzetti, P. Reichenbach, A. C. Mondini, and S. Peruccacci, "Optimal landslide susceptibility zonation based on multiple forecasts," Geomorphology, vol. 114, no. 3, pp. 129-142, Jun. 2010.
6. A. C. Mondini, F. Guzzetti, P. Reichenbach, M. Rossia, M. Cardinalia, and F. Ardizzone, "Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images," Remote Sens. Environ, vol. 115, no. 7, pp. 1743-1757, Jul. 2011.
7. A. Stumpf and N. Kerle, "Object-oriented mapping of landslides using Random Forests," Remote Sens. Environ., vol. 115, no. 10, pp. 2564-2577, Oct. 2011.
8. P. Lu, A. Stumpf, N. Kerle, and N. Casagli, "Object-Oriented change detection for landslide rapid mapping," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 4, pp. 701-705, Jul. 2011.
9. T. R. Martha, N. Kerle, Jetten, C. J. Westen, and K. V. Kumar, "Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods," Geomorphology, vol. 116, no. 1/2, pp. 24-36, Mar. 2010.
10. M. T. Ranjan, K. Norman, and C. J. Westen, "Segment optimisation and data driven thresholding for knowledge-based landslide detection by object-oriented image analysis," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 12, pp. 4928-4943, Dec. 2011.
11. K. A. Rowlands, L. D. Jones, and M. Whitworth, "Landslide Laser Scanning: A new look at an old problem," Q. J. Eng. Geol. Hydrol., vol. 36, no. 2, pp. 155-157, May 2003. (Pubitemid 36965036)
12. L. Jones, "Monitoring landslides in hazardous terrain using terrestrial LiDAR : An example from Montserrat," Q. J. Eng. Geol. Hydrol., vol. 39, no. 4, pp. 371-373, 2006. (Pubitemid 44741836)
13. R. Q. Huang and W. L. Li, "Analysis of the geo-hazards triggered by the 12 May 2008 Wenchuan Earthquake, China," Bull. Eng. Geol. Environ., vol. 68, no. 3, pp. 363-371, 2009.
14. C. J. Westen, E. Castellanos, and S. L. Kuriakose, "Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview," Eng. Geol., vol. 102, no. 3/4, pp. 112-131, Dec. 2008.
15. W.-J. Zhang, J.-Y. Lin, J. Peng, and Q.-F. Lu, "Estimating Wenchuan Earthquake induced landslides based on remote sensing," Int. J. Remote Sens., vol. 31, no. 13, pp. 3495-3508, Apr. 2010.
16. J. Cihlar, H. Ly, Z.-Q. Li, J. Chen, H. Pokrant, and F.-T. Huang, "Multitemporal, multichannel AVHRR data sets for land biosphere studiesartifacts and corrections," Remote Sens. Environ., vol. 60, no. 1, pp. 35-57, Apr. 1997.
17. China Inst. Geol. Environ. Monitor., "An image-based study on typical geological hazards caused by Wenchuan Earthquake," Beijing, China: Geol. Pub. House, Apr. 2009.
18. R.-Q. Huang and W.-L. Li, "Analysis on the number and density of landslides triggered by the 2008 wenchuan earthquanke, China," J. Geol. Hazards Environ. Preserv., vol. 20, no. 3, pp. 1-7, Mar. 2009.
19. Earthquake relief expert group of the National Committee for Disaster Reduction, "Comprehensive evaluation and analysis of Wenchuan Earthquake disaster, " Biejing, China: Science Press, 2008, pp. 22-39
20. National Disaster Reduction Center, "Atlas of disaster monitoring and assessments on Wenchuan Earthquake," Beijing, China: Science Press, 2012.
21. C. Tang, J. Zhu, X. Qi, and J. Ding, "Landslides induced by theWenchuan earthquake and the subsequent strong rainfall event: A case study in the Beichuan area of China," Eng. Geol., vol. 122, no. 1/2, pp. 22-33, Sep. 2011.