Preparing a landslide and shadow inventory map from high-spatial-resolution imagery facilitated by an expert system

Journal of Applied Remote Sensing

Volumn 9, Issue 1, 2015, Pages

  Liu, Cheng Chien ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

disaster management; Formosat 2; image analysis; object classification; spectral vegetation indices

Indexed keywords

ANTENNAS; DISASTER PREVENTION; DISASTERS; EXPERT SYSTEMS; IMAGE ANALYSIS; LANDSLIDES; TOPOGRAPHY; VEGETATION;

DIGITAL TOPOGRAPHY MODELS; DISASTER MANAGEMENT; FORMOSAT-2; GEO-SPATIAL INFORMATIONS; HIGH SPATIAL RESOLUTION IMAGERY; NORMALIZED DIFFERENCE VEGETATION INDEX; OBJECT CLASSIFICATION; SPECTRAL VEGETATION INDICES;

IMAGE ENHANCEMENT;

EID: 84924020352     PISSN: None     EISSN: 19313195     Source Type: Journal    
DOI: 10.1117/1.JRS.9.096080     Document Type: Article

References (38)

1. J. C. Huang et al., "Influence of Specific Contributing Area algorithms on slope failure prediction in landslide modeling," Nat. Hazards Earth Syst. Sci. 7(6), 781-792 (2007).
2. C. Domakinis, D. Oikonomidis, and T. Astaras, "Landslide mapping in the coastal area between the Strymonic Gulf and Kavala (Macedonia, Greece) with the aid of remote sensing and geographical information systems," Int. J. Remote Sens. 29(23), 6893-6915 (2008).
3. F. Fiorucci et al., "Seasonal landslide mapping and estimation of landslide mobilization rates using aerial and satellite images," Geomorphology 129(1-2), 59-70 (2011).
4. J. Hervas et al., "Monitoring landslides from optical remotely sensed imagery: the case history of Tessina landslide, Italy," Geomorphology 54(1-2), 63-75 (2003).
5. C.-C. Liu et al., "Classification of non-vegetated areas using Formosat-2 high spatiotemporal imagery: the case of Tseng-Wen Reservoir catchment area (Taiwan)," Int. J. Remote Sens. 32(23), 8519-8540 (2011).
6. J. G. Liu et al., "Landslide hazard assessment in the Three Gorges area of the Yangtze River using ASTER imagery: Zigui-Badong," Geomorphology 61(1-2), 171-187 (2004).
7. P. L. Rosin and J. Hervas, "Remote sensing image thresholding methods for determining landslide activity," Int. J. Remote Sens. 26(6), 1075-1092 (2005).
8. S. B. Saba, M. van der Meijde, and H. van der Werff, "Spatiotemporal landslide detection for the 2005 Kashmir earthquake region," Geomorphology 124(1-2), 17-25 (2010).
9. A. Yalcin and F. Bulut, "Landslide susceptibility mapping using GIS and digital photogrammetric techniques: a case study from Ardesen (NE-Turkey)," Nat. Hazards 41(1), 201-226 (2007).
10. D. Balteanu et al., "A country-wide spatial assessment of landslide susceptibility in Romania," Geomorphology 124(3-4), 102-112 (2010).
11. J. R. Dymond et al., "Validation of a region-wide model of landslide susceptibility in the Manawatu-Wanganui region of New Zealand," Geomorphology 74(1-4), 70-79 (2006).
12. I. G. Fourniadis, J. G. Liu, and P. J. Mason, "Regional assessment of landslide impact in the Three Gorges area, China, using ASTER data: Wushan-Zigui," Landslides 4(3), 267-278 (2007).
13. J.-C. Huang et al., "Stochastic procedure to extract and to integrate landslide susceptibility maps: an example of mountainous watershed in Taiwan," Nat. Hazards Earth Syst. Sci. 6(5), 803-815 (2006).
14. F. Mantovani, R. Soeters, and C. J. V. Westen, "Remote sensing techniques for landslide studies and hazard zonation in Europe," Geomorphology 15(3-4), 213-225 (1996).
15. A. K. Saha, R. P. Gupta, and M. K. Arora, "GIS-based Landslide Hazard Zonation in the Bhagirathi (Ganga) Valley, Himalayas," Int. J. Remote Sens. 23(2), 357-369 (2002).
16. Y. Hong and R. F. Adler, "Towards an early-warning system for global landslides triggered by rainfall and earthquake," Int. J. Remote Sens. 28(16), 3713-3719 (2007).
17. F. Guzzetti et al., "Rainfall thresholds for the initiation of landslides in central and southern Europe," Meteorol. Atmos. Phys. 98(3), 239-267 (2007).
18. 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. 98(2-3), 284-303 (2005).
19. F. Guzzetti, "Landslide fatalities and the evaluation of landslide risk in Italy," Eng. Geol. 58(2), 89-107 (2000).
20. F. Mantovani et al., "Collecting data to define future hazard scenarios of the Tessina landslide," Int. J. Appl. Earth Obs. Geoinf. 2(1), 33-40 (2000).
21. C. H. Zhou et al., "On the spatial relationship between landslides and causative factors on Lantau Island, Hong Kong," Geomorphology 43(3-4), 197-207 (2002).
22. F. C. Dai et al., "Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong," Environ. Geol. 40(3), 381-391 (2001).
23. Z. Ren and A. Lin, "Co-seismic landslides induced by the 2008 Wenchuan magnitude 8.0 Earthquake, as revealed by ALOS PRISM and AVNIR2 imagery data," Int. J. Remote Sens. 31(13), 3479-3493 (2010).
24. J. Chadwick et al., "Application of multi-temporal high-resolution imagery and GPS in a study of the motion of a canyon rim landslide," ISPRS J. Photogramm. Remote Sens. 59(4), 212-221 (2005).
25. K. S. Cheng, C. Wei, and S. C. Chang, "Locating landslides using multi-temporal satellite images," in Monitoring of Changes Related to Natural and Manmade Hazards Using Space Technology, pp. 296-301, Elsevier, Kidlington, Oxford, UK (2004).
26. J. Nichol and M. S. Wong, "Satellite remote sensing for detailed landslide inventories using change detection and image fusion," Int. J. Remote Sens. 26(9), 1913-1926 (2005).
27. M. Xu et al., "Change detection of an earthquake-induced barrier lake based on remote sensing image classification," Int. J. Remote Sens. 31(13), 3521-3534 (2010).
28. K. Ostir et al., "Application of satellite remote sensing in natural hazard management: the Mount Mangart landslide case study," Int. J. Remote Sens. 24(20), 3983-4002 (2003).
29. W. Zhang et al., "Estimating Wenchuan Earthquake induced landslides based on remote sensing," Int. J. Remote Sens. 31(13), 3495-3508 (2010).
30. T. R. Martha et al., "Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods," Geomorphology 116(1-2), 24-36 (2010).
31. C.-C. Liu, "Processing of FORMOSAT-2 daily revisit imagery for site surveillance," IEEE Trans. Geosci. Remote Sens. 44(11), 3206-3214 (2006).
32. C.-C. Liu et al., "Image processing of FORMOSAT-2 data for monitoring South Asia tsunami," Int. J. Remote Sens. 28(13), 3093-3111 (2007).
33. M. J. Canty, Image analysis, classification and change detection in remote sensing: with algorithms for ENVI/IDL, CRC, Boca Raton, Florida (2006).
34. C.-C. Liu and P.-L. Chen, "Automatic extraction of ground control regions and orthorectification of Formosat-2 imagery," Opt. Express 17(10), 7970-7984 (2009).
35. C.-C. Liu et al., "Change detection of gravel mining on riverbeds from the multi-temporal and high-spatial-resolution Formosat-2 imagery," River Res. Appl. 25(9), 1136-1152 (2009).
36. C.-H. Chang et al., "Monitoring reservoir water quality with Formosat-2 high spatiotemporal imagery," J. Environ. Monitor. 11(11), 1982-1992 (2009).
37. C.-C. Liu et al., "Vicarious calibration of the formosat-2 remote sensing instrument," IEEE Trans. Geosci. Remote Sens. 48(4), 2162-2169 (2010).
38. M. K. Ridd and J. Liu, "A comparison of four algorithms for change detection in an urban environment," Remote Sens. Environ. 63, 95-100 (1998).