Abstract
The April 14, 2010 Yushu, China, earthquake (Mw 6.9) triggered a great number of landslides. At least 2,036 co-seismic landslides, with a total coverage area of 1.194 km2, were delineated by visual interpretation of aerial photographs and satellite images taken following the earthquake, and verified by field inspection. Based on the map** results, a statistical analysis of the spatial distribution of these landslides is performed using the landslide area percentage (LAP), defined as the percentage of the area affected by the landslides, and landslide number density (LND), defined as the number of landslides per square kilometer. The purpose is to clarify how the landslides correlate the control factors, which are the elevation, slope angle, slope aspect, slope position, distance from drainages, lithology, distance from the surface rupture, and peak ground acceleration (PGA). The results show that both LAP and LND have strongly positive correlations with slope angle and negative correlations with distance from the surface rupture and distance from drainages. The highest LAP and LPD values are in places of elevations from 3,800 to 4,000 m. The slopes producing landslides are mostly facing toward NE, E, and SE. The geological units of Q4 al-pl, N, and T3 kn 1 have the highest concentrations of co-seismic landslides. No apparent correlations are present between LAP and LND values and PGA. On both sides of the surface rupture, the landslide distributions are almost similar except a few exceptions, likely associated with the nature of the strike-slip seismogenic fault for this event. The bivariate statistical analysis shows that, in descending order, the earthquake-triggered landslide impact factors are distance from surface rupture > slope angle > distance from drainages > lithology > PGA. Besides, as the detailed co-seismic landslides inventories related to strike-slip earthquakes are still few compared with that of thrusting-fault earthquakes, this case study would shed new light on the subject. For instance, the landslide spatial distribution on both sides of the strike-slip seismogenic fault is rather different from that of thrusting-fault earthquakes. It reminds us to take different strategies of measures for prevention and mitigation of landslides induced by earthquakes with different mechanisms.
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References
Chen LC, Wang H, Ran YK, Sun XZ, Su GW, Wang J, Tan XB, Li ZM, Zhang XQ (2010) The Ms 7.1 Yushu earthquake surface rupture and large historical earthquakes on the Garzê-Yushu Fault. Chin Sci Bull 55(31):3504–3509. doi:10.1007/s11434-010-4079-2
Chigira M, Yagi H (2006) Geological and geomorphological characteristics of landslides triggered by the 2004 Mid Niigta prefecture earthquake in Japan. Eng Geol 82(4):202–221. doi:10.1016/j.enggeo.2005.10.006
Chigira M, Wu XY, Inokuchi T, Wang GH (2010) Landslides induced by the 2008 Wenchuan earthquake, Sichuan, China. Geomorphology 118(3–4):225–238. doi:10.1016/j.geomorph.2010.01.003
Dai FC, Xu C, Yao X, Xu L, Tu XB, Gong QM (2011) Spatial distribution of landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China. J Asian Earth Sci 40(4):883–895. doi:10.1016/j.jseaes.2010.04.010
Fukuoka H, Sassa K, Scarascia-Mugnozza G (1997) Distribution of landslides triggered by the 1995 Hyogo-ken Nanbu earthquake and long runout mechanism of the Takarazuka Golf Course landslide. J Phys Earth 45(2):83–90
Gorum T, Fan XM, van Westen CJ, Huang RQ, Xu Q, Tang C, Wang GH (2011) Distribution pattern of earthquake-induced landslides triggered by the 12 May 2008 Wenchuan earthquake. Geomorphology 133(3–4):152–167. doi:10.1016/j.geomorph.2010.12.030
Harp EL, Jibson RW (1995) Inventory of landslides triggered by the 1994 Northridge, California earthquake. US Geol Surv Open-File Rep 95–213:17
Harp EL, Jibson RW (1996) Landslides triggered by the 1994 Northridge, California, earthquake. Bull Seimol Soc Am 86(1B):S319–S332
Harp EL, Keefer DK, Sato HP, Yagi H (2011) Landslide inventories: the essential part of seismic landslide hazard analyses. Eng Geol 122(1–2):9–21. doi:10.1016/j.enggeo.2010.06.013
Jiang HC, Mao X, Xu HY, Yang HL, Ma XL, Zhong N, Li YH (2013) Provenance and earthquake signature of the last deglacial **nmocun lacustrine sediments at Diexi, East Tibet. Geomorphology. doi:10.1016/j.geomorph.2013.08.032
Jibson RW, Harp EL (1994) Landslides triggered by the Northridge earthquake. Earthq Volcanoes 25(1):31–41
Jibson RW, Keefer DK (1989) Statistical analysis of factors affecting landslide distribution in the new Madrid seismic zone, Tennessee and Kentucky. Eng Geol 27(1–4):509–542. doi:10.1016/0013-7952(89)90044-6
Jibson RW, Harp EL, Schulz W, Keefer DK (2004) Landslides triggered by the 2002 Denali Fault, Alaska, earthquake and the inferred nature of the strong shaking. Earthq Spectra 20(3):669–691. doi:10.1193/1.1778173
Kamp U, Growley BJ, Khattak GA, Owen LA (2008) GIS-based landslide susceptibility map** for the 2005 Kashmir earthquake region. Geomorphology 101(4):631–642. doi:10.1016/j.geomorph.2008.03.003
Keefer DK (1984) Landslides caused by earthquakes. Geol Soc Am Bull 95(4):406–421. doi:10.1130/0016-7606(1984)95<406:LCBE>2.0.CO;2
Keefer DK (2000) Statistical analysis of an earthquake-induced landslide distribution—the 1989 Loma Prieta, California event. Eng Geol 58(3–4):231–249. doi:10.1016/S0013-7952(00)00037-5
Keefer DK, Wilson RC, Harp EL, Lips EW (1985) The Borah Peak, Idaho earthquake of October 28, 1983-landslides. Earthq Spectra 2(1):91–125. doi:10.1193/1.1585304
Keefer DK, Wartman J, Ochoa CN, Rodriguez-Marek A, Wieczorek GF (2006) Landslides caused by the M 7.6 Tecomán, Mexico earthquake of January 21, 2003. Eng Geol 86(2–3):183–197. doi:10.1016/j.enggeo.2006.02.017
Lee CT, Huang CC, Lee JF, Pan KL, Lin ML, Dong JJ (2008) Statistical approach to earthquake-induced landslide susceptibility. Eng Geol 100(1–2):43–58. doi:10.1016/j.enggeo.2008.03.004
Li WL, Huang RQ, Tang C, Xu Q, van Westen C (2013) Co-seismic landslide inventory and susceptibility map** in the 2008 Wenchuan earthquake disaster area, China. J Mt Sci 10(3):339–354. doi:10.1007/s11629-013-2471-5
Liao HW, Lee CT (2000) Landslides triggered by the Chi-Chi earthquake. Proceedings of the 21st Asian Conference on Remote Sensing, Taipei, 1–2, pp 383–388
Liao C, Liao H, Lee C (2002) Statistical analysis of factors affecting landslides triggered by the 1999 Chi-Chi earthquake, Taiwan. American Geophysical Union, Fall Meeting 2002, abstract #H12D-0951
Marzorati S, Luzi L, Amicis MD (2002) Rock falls induced by earthquakes: a statistical approach. Soil Dyn Earthq Eng 22(7):565–577. doi:10.1016/S0267-7261(02)00036-2
Meunier P, Uchida T, Hovius N (2013) Landslide patterns reveal the sources of large earthquakes. Earth Planet Sci Lett 363:27–33. doi:10.1016/j.epsl.2012.12.018
Owen LA, Kamp U, Khattak GA, Harp EL, Keefer DK, Bauer MA (2008) Landslides triggered by the 8 October 2005 Kashmir earthquake. Geomorphology 94(1–2):1–9. doi:10.1016/j.geomorph.2007.04.007
Pan J, Li H, Xu Z, Li N, Wu F, Guo R, Zhang W (2010) Surface rupture characteristics and rupture mechanics of the Yushu earthquake (Ms7.1), 14/04/2010. American Geophysical Union, Fall Meeting 2010, abstract #T54B-08
Parise M, Jibson RW (2000) A seismic landslide susceptibility rating of geologic units based on analysis of characteristics of landslides triggered by the 17 January, 1994 Northridge, California earthquake. Eng Geol 58(3–4):251–270. doi:10.1016/S0013-7952(00)00038-7
Parker RN, Densmore AL, Rosser NJ, de Michele M, Li Y, Huang RQ, Whadcoat S, Petley DN (2011) Mass wasting triggered by 2008 Wenchuan earthquake is greater than orogenic growth. Nat Geosci 4(7):449–452. doi:10.1038/ngeo1154
Pearce AJ, O’Loughlin CL (1985) Landsliding during a M 7.7 earthquake: influence of geology and topography. Geology 13(12):855–858. doi:10.1130/0091-7613(1985)13<855:LDAMEI>2.0.CO;2
Qi SW, Xu Q, Lan HX, Zhang B, Liu JY (2010) Spatial distribution analysis of landslides triggered by 2008.5.12 Wenchuan Earthquake, China. Eng Geol 116(1–2):95–108. doi:10.1016/j.enggeo.2010.07.011
Rodríguez CE, Bommer JJ, Chandler RJ (1999) Earthquake-induced landslides: 1980–1997. Soil Dyn Earthq Eng 18(5):325–346. doi:10.1016/S0267-7261(99)00012-3
Sato HP, Sekiguchi T, Kojiroi R, Suzuki Y, Lida M (2005) Overlaying landslides distribution on the earthquake source, geological and topographical data: the Mid Niigata prefecture earthquake in 2004, Japan. Landslides 2(2):143–152. doi:10.1007/s10346-005-0053-5
Sato HP, Hasegawa H, Fujiwara S, Tobita M, Koarai M, Une H, Iwahashi J (2007) Interpretation of landslide distribution triggered by the 2005 Northern Pakistan earthquake using SPOT 5 imagery. Landslides 4(2):113–122. doi:10.1007/s10346-006-0069-5
U. S. Geological Survey (2010) Advanced national seismic system (ANSS), shake map, global region, maps of ground shaking and intensity for event 2010 yr, Southern Qinghai, China. http://earthquake.usgs.gov/eqcenter/shakemap
van der Woerd J, Owen LA, Tapponnier P, Xu XW, Kervyn F, Finkel RC, Barnard PL (2004) Giant, ~M8 earthquake-triggered ice avalanches in the eastern Kunlun Shan, northern Tibet: characteristics, nature and dynamics. Geol Soc Am Bull 116(3–4):394–406. doi:10.1130/B25317.1
Wang WN, Nakamura H, Tsuchiya S, Chen CC (2002) Distributions of landslides triggered by the Chi-Chi Earthquake in Central Taiwan on September 21, 1999. Landslides 38(4):18–26
Wang WN, Wu HL, Nakamura H, Wu SC, Ouyang S, Yu MF (2003) Mass movements caused by recent tectonic activity: the 1999 Chi-Chi earthquake in central Taiwan. Isl Arc 12(4):325–334. doi:10.1046/j.1440-1738.2003.00400.x
Wang HB, Sassa K, Xu WY (2007) Analysis of a spatial distribution of landslides triggered by the 2004 Chuetsu earthquakes of Niigata Prefecture, Japan. Nat Hazards 41(1):43–60. doi:10.1007/s11069-006-9009-x
Weiss AD (2001) Topographic position and landforms analysis. www.jennessent.com/downloads/tpi-poster-tnc_18x22.pdf
Wu FY, Li H, Pan J, Xu Z, Li N, Guo R, Zhang W (2010) Field measurements along the 2010 Ms 7.1 Yushu earthquake rupture shows strike-slip and dip-slip activities, resulting in mountains uplift. American Geophysical Union, Fall Meeting 2010, abstract #T51B-2033
Xu C, Xu XW (2013) Controlling parameter analyses and hazard map** for earthquake triggered-landslides: an example from a square region in Beichuan County, Sichuan Province, China. Arab J Geosci 6(10):3827–3839. doi:10.1007/s12517-012-0646-y
Xu C, Dai FC, Yao X (2009a) Incidence number and affected area of Wenchuan earthquake-induced landslides. Sci Technol Rev 27(11):79–81 (in Chinese)
Xu C, Dai FC, Chen J, Tu XB, Xu L, Li WC, Tian W, Cao YB, Yao X (2009b) Identification and analysis of secondary geological hazards triggered by a magnitude 8.0 Wenchuan earthquake. J Remote Sens 13(4):745–753
Xu XW, Yu GH, Sun XZ (2010a) Yushu earthquake slip: implication of great earthquake migration along boundary fault system of Bayan Har block, Tibetan Plateau. American Geophysical Union, Fall Meeting 2010, abstract #T22A-04
Xu C, Dai FC, Yao X, Chen J, Tu XB, **ao JZ, Sun Y (2010b) Study on the distribution of landslides triggered by the May 12, 2008 Wenchuan earthquake in two square typical regions. J Grad Sch Chin Acad Sci 27(5):621–630 (in Chinese)
Xu C, Dai FC, Xu XW, Lee YH (2012a) GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China. Geomorphology 145–146:70–80. doi:10.1016/j.geomorph.2011.12.040
Xu C, Xu XW, Dai FC, Saraf AK (2012b) Comparison of different models for susceptibility map** of earthquake triggered landslides related with the 2008 Wenchuan earthquake in China. Comput Geosci 46:317–329. doi:10.1016/j.cageo.2012.01.002
Xu C, Xu XW, Yu GH (2013a) Landslides triggered by slip**-fault-generated earthquake on a plateau: an example of the 14 April 2010, Ms 7.1, Yushu, China earthquake. Landslides 10(4):421–431. doi:10.1007/s10346-012-0340-x
Xu C, Xu XW, Dai FC, Yao X (2013b) Three (nearly) complete inventories of landslides triggered by the May 12, 2008 Wenchuan Mw 7.9 earthquake of China and their spatial distribution statistical analysis. Landslides. doi:10.1007/s10346-013-0404-6
Xu C, Xu XW, Yao Q, Wang YY (2013c) GIS-based bivariate statistical modelling for earthquake-triggered landslides susceptibility map** related to the 2008 Wenchuan earthquake, China. Q J Eng Geol Hydrogeol 46(2):221–236. doi:10.1144/qjegh2012-006
Xu C, Xu XW, Dai FC, Wu ZD, He HL, Wu XY, Xu SN, Shi F (2013d) Application of an incomplete landslide inventory, logistic regression model and its validation for landslide susceptibility map** related to the May 12, 2008 Wenchuan earthquake of China. Nat Hazards 68(2):883–900. doi:10.1007/s11069-013-0661-7
Xu C, Xu XW, Zhou BG, Yu GH (2013e) Revisions of the M 8.0 Wenchuan earthquake seismic intensity map based on co-seismic landslide abundance. Nat Hazards 69(3):1459–1476. doi:10.1007/s11069-013-0757-0
Xu XW, Tan XB, Yu GH, Wu GD, Fang W, Chen JB, Song HP, Shen J (2013f) Normal- and oblique-slip of the 2008 Yutian earthquake: evidence for eastward block motion, northern Tibetan Plateau. Tectonophysics 584:152–165. doi:10.1016/j.tecto.2012.08.007
Yalcin A (2008) GIS-based landslide susceptibility map** using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 72(1):1–12. doi:10.1016/j.catena.2007.01.003
Yamagishi H, Iwahashi J (2007) Comparison between the two triggered landslides in Mid-Niigata, Japan by July 13 heavy rainfall and October 23 intensive earthquakes in 2004. Landslides 4(4):389–397. doi:10.1007/s10346-007-0093-0
Acknowledgments
This work was supported by the National Science Foundation of China (41202235 and 91214201). The authors would like to express their sincere thanks to David K. Keefer for his help in improvement of the manuscript.
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Xu, C., Xu, X. Statistical analysis of landslides caused by the Mw 6.9 Yushu, China, earthquake of April 14, 2010. Nat Hazards 72, 871–893 (2014). https://doi.org/10.1007/s11069-014-1038-2
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DOI: https://doi.org/10.1007/s11069-014-1038-2