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Published in: Bulletin of Engineering Geology and the Environment 2/2020

12-08-2019 | Case history

Mapping the susceptibility of rainfall and earthquake triggered landslides along China–Nepal highways

Authors: Kaushal Raj Gnyawali, Yonghong Zhang, Guojie Wang, Lijuan Miao, Ananta Man Singh Pradhan, Basanta Raj Adhikari, Liming Xiao

Published in: Bulletin of Engineering Geology and the Environment | Issue 2/2020

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Abstract

The 2015 Gorkha earthquake (Mw = 7.8) caused significant earthquake triggered landslides (ETL) in a landscape that is heavily intervened by rainfall triggered landslides (RTL). China’s Belt and Road Initiative plan to boost South-Asian regional trade and mobility through two key highway corridors, i.e. 1) Longmu–Rasuwa–Kathmandu (LRK) and 2) Nyalam–Tatopani–Kathmandu (NTK) route, that dissect the Himalayas through this geologically unstable region. To understand the spatial characteristics and susceptibility of these ETL and RTL, we delineate the landslides by means of time variant satellite imageries, assess their spatial distribution and model their susceptibilities along the highway slopes. We use a coupled frequency ratio (FR) – analytical hierarchy process (AHP) model by considering nine landslide determinants, e.g. geomorphic type (slope, aspect, curvature, elevation), hydrologic type (erosive potential of gullies, i.e. stream power index and distance to streams), normalized difference vegetation index, lithology and civil structure type (i.e. distance to roads). The results demonstrate that elevation and slope predominantly control both these landslide occurrences. The model predicts locations of ETL with higher accuracy than RTL. On comparison, NTK was safer with 133.5 km2 of high RTL or ETL (or both) landslide susceptible areas, whereas LRK has 216.04 km2. For mapping the extent of these landslides, we constricted it to the slope units of highways to reduce the computational effort, but this technique successfully achieved an acceptable threefold average model prediction rate of 82.75% in ETL and 77.9% in RTL. These landslide susceptibility maps and route comparisons would provide guidance towards further planning, monitoring, and implementing landslide risk mitigation measures for the governments.

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Literature
go back to reference Adhikari L, Gautam U, Koirala B et al (2015) The aftershock sequence of the 2015 April 25 Gorkha–Nepal earthquake. Geophys J Int 203:2119–2124 Adhikari L, Gautam U, Koirala B et al (2015) The aftershock sequence of the 2015 April 25 Gorkha–Nepal earthquake. Geophys J Int 203:2119–2124
go back to reference Alvioli M, Marchesini I, Reichenbach P et al (2016) Automatic delineation of geomorphological slope units with r.slopeunits v1.0 and their optimization for landslide susceptibility modeling. Geosci Model Dev 9:3975–3991 Alvioli M, Marchesini I, Reichenbach P et al (2016) Automatic delineation of geomorphological slope units with r.slopeunits v1.0 and their optimization for landslide susceptibility modeling. Geosci Model Dev 9:3975–3991
go back to reference Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65:15–31 Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65:15–31
go back to reference Ba Q, Chen Y, Deng S et al (2018) A comparison of slope units and grid cells as mapping units for landslide susceptibility assessment. Earth Sci Inf 11:373–388 Ba Q, Chen Y, Deng S et al (2018) A comparison of slope units and grid cells as mapping units for landslide susceptibility assessment. Earth Sci Inf 11:373–388
go back to reference Bai S, Cheng C, Wang J et al (2013) Regional scale rainfall- and earthquake-triggered landslide susceptibility assessment in Wudu County, China. J Mt Sci 10:743–753 Bai S, Cheng C, Wang J et al (2013) Regional scale rainfall- and earthquake-triggered landslide susceptibility assessment in Wudu County, China. J Mt Sci 10:743–753
go back to reference Beazley RE, Lassoie JP (2017) The future of himalayan mobilities. In: Beazley RE, Lassoie JP (eds) Himalayan mobilities: an exploration of the impact of expanding rural road networks on social and ecological systems in the Nepalese Himalaya. Springer, Cham, pp 125–160 Beazley RE, Lassoie JP (2017) The future of himalayan mobilities. In: Beazley RE, Lassoie JP (eds) Himalayan mobilities: an exploration of the impact of expanding rural road networks on social and ecological systems in the Nepalese Himalaya. Springer, Cham, pp 125–160
go back to reference Camilo DC, Lombardo L, Mai PM et al (2017) Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized generalized linear model. Environ Model Softw 97:145–156 Camilo DC, Lombardo L, Mai PM et al (2017) Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized generalized linear model. Environ Model Softw 97:145–156
go back to reference Collins, BD, Jibson RW (2015) Assessment of existing and potential landslide hazards resulting from the April 25, 2015 Gorkha, Nepal earthquake sequence (ver. 1.1, August 2015). US Geological Survey Open-File Report 2015 1142:50 Collins, BD, Jibson RW (2015) Assessment of existing and potential landslide hazards resulting from the April 25, 2015 Gorkha, Nepal earthquake sequence (ver. 1.1, August 2015). US Geological Survey Open-File Report 2015 1142:50
go back to reference Cooke R, Doornkamp JC (1990) Geomorphology in environmental management: a new introduction. Oxford University Press, New York Cooke R, Doornkamp JC (1990) Geomorphology in environmental management: a new introduction. Oxford University Press, New York
go back to reference Corominas J, van Westen C, Frattini P et al (2013) Recommendations for the quantitative analysis of landslide risk. Bull Eng Geol Environ 73:209 Corominas J, van Westen C, Frattini P et al (2013) Recommendations for the quantitative analysis of landslide risk. Bull Eng Geol Environ 73:209
go back to reference Dahal RK, Hasegawa S (2008) Representative rainfall thresholds for landslides in the Nepal Himalaya. Geomorphology 100:429–443 Dahal RK, Hasegawa S (2008) Representative rainfall thresholds for landslides in the Nepal Himalaya. Geomorphology 100:429–443
go back to reference Dahal RK, Hasegawa S, Bhandary N et al (2010) Low-cost road for the development of Nepal and its engineering geological consequences. Geologically Active, Proceedings of the 11th IAEG Congress, pp 4085–4094 Dahal RK, Hasegawa S, Bhandary N et al (2010) Low-cost road for the development of Nepal and its engineering geological consequences. Geologically Active, Proceedings of the 11th IAEG Congress, pp 4085–4094
go back to reference Dai FC, Lee CF (2002) Landslide characteristics and slope instability modeling using GIS, Lantau Island, Hong Kong. Geomorphology 42:213–228 Dai FC, Lee CF (2002) Landslide characteristics and slope instability modeling using GIS, Lantau Island, Hong Kong. Geomorphology 42:213–228
go back to reference Demir G, Aytekin M, Akgün A et al (2013) A comparison of landslide susceptibility mapping of the eastern part of the north Anatolian fault zone (Turkey) by likelihood-frequency ratio and analytic hierarchy process methods. Nat Hazards 65:1481–1506 Demir G, Aytekin M, Akgün A et al (2013) A comparison of landslide susceptibility mapping of the eastern part of the north Anatolian fault zone (Turkey) by likelihood-frequency ratio and analytic hierarchy process methods. Nat Hazards 65:1481–1506
go back to reference Dongtao M, Jianjun T, Peng C, Ruren L (2004) Approach to mountain hazards in Tibet, China. J Mt Sci 1:143–154 Dongtao M, Jianjun T, Peng C, Ruren L (2004) Approach to mountain hazards in Tibet, China. J Mt Sci 1:143–154
go back to reference Ercanoglu M, Gokceoglu C, Van Asch TWJ (2004) Landslide susceptibility zoning of north of Yenice (NW Turkey) by multivariate statistical techniques. Nat Hazards 32:1–23 Ercanoglu M, Gokceoglu C, Van Asch TWJ (2004) Landslide susceptibility zoning of north of Yenice (NW Turkey) by multivariate statistical techniques. Nat Hazards 32:1–23
go back to reference Erener A, Düzgün HSB (2010) Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of more and Romsdal (Norway). Landslides 7:55–68 Erener A, Düzgün HSB (2010) Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of more and Romsdal (Norway). Landslides 7:55–68
go back to reference Fell R, Corominas J, Bonnard C et al (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land use planning. Eng Geol 102:85–98 Fell R, Corominas J, Bonnard C et al (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land use planning. Eng Geol 102:85–98
go back to reference Gallen SF, Clark MK, Godt JW (2015) Coseismic landslides reveal near-surface rock strength in a high-relief, tectonically active setting. Geology 43:11–14 Gallen SF, Clark MK, Godt JW (2015) Coseismic landslides reveal near-surface rock strength in a high-relief, tectonically active setting. Geology 43:11–14
go back to reference Gnyawali KR, Adhikari BR (2017) Spatial relations of earthquake induced landslides triggered by 2015 Gorkha earthquake mw = 7.8. In: advancing culture of living with landslides. Springer , Cham, pp 85–93 Gnyawali KR, Adhikari BR (2017) Spatial relations of earthquake induced landslides triggered by 2015 Gorkha earthquake mw = 7.8. In: advancing culture of living with landslides. Springer , Cham, pp 85–93
go back to reference Goda K, Kiyota T, Pokhrel RM et al (2015) The 2015 Gorkha Nepal earthquake: insights from earthquake damage survey. Front Built Environ 1:1–15 Goda K, Kiyota T, Pokhrel RM et al (2015) The 2015 Gorkha Nepal earthquake: insights from earthquake damage survey. Front Built Environ 1:1–15
go back to reference Guzzetti F (2006) Landslide hazard and risk assessment. PhD Thesis, University of Bonn Guzzetti F (2006) Landslide hazard and risk assessment. PhD Thesis, University of Bonn
go back to reference Guzzetti F, Reichenbach P, Cardinali M et al (2005) Probabilistic landslide hazard assessment at the basin scale. Geomorphology 72:272–299 Guzzetti F, Reichenbach P, Cardinali M et al (2005) Probabilistic landslide hazard assessment at the basin scale. Geomorphology 72:272–299
go back to reference Hashash Y, Tiwari B, Moss RE et al (2015) Geotechnical field reconnaissance: Gorkha (Nepal) earthquake of April 25 2015 and related shaking sequence. GEER Association Report No. GEER-040, pp 1–250 Hashash Y, Tiwari B, Moss RE et al (2015) Geotechnical field reconnaissance: Gorkha (Nepal) earthquake of April 25 2015 and related shaking sequence. GEER Association Report No. GEER-040, pp 1–250
go back to reference Hearn GJ, Shakya NM (2017) Engineering challenges for sustainable road access in the Himalayas. Q J Eng Geol Hydrogeol 50:69–80 Hearn GJ, Shakya NM (2017) Engineering challenges for sustainable road access in the Himalayas. Q J Eng Geol Hydrogeol 50:69–80
go back to reference Himalayan News Service (2018) Tatopani border point likely to reopen soon. The Himalayan Times, Kavre Himalayan News Service (2018) Tatopani border point likely to reopen soon. The Himalayan Times, Kavre
go back to reference Jaboyedoff M, Leibundgut G, Penna I, et al (2015) Characterization of the jure (Sindhupalchok, Nepal) landslide by TLS and field investigations. EGU General Assembly Conference Abstracts Jaboyedoff M, Leibundgut G, Penna I, et al (2015) Characterization of the jure (Sindhupalchok, Nepal) landslide by TLS and field investigations. EGU General Assembly Conference Abstracts
go back to reference Kayastha P, Dhital MR, De Smedt F (2013) Application of the analytical hierarchy process (AHP) for landslide susceptibility mapping: a case study from the Tinau watershed, West Nepal. Comput Geosci 52:398–408 Kayastha P, Dhital MR, De Smedt F (2013) Application of the analytical hierarchy process (AHP) for landslide susceptibility mapping: a case study from the Tinau watershed, West Nepal. Comput Geosci 52:398–408
go back to reference Lavé J, Avouac JP (2000) Active folding of fluvial terraces across the Siwaliks Hills, Himalayas of Central Nepal. J Geophys Res: Solid Earth 105:5735–5770 Lavé J, Avouac JP (2000) Active folding of fluvial terraces across the Siwaliks Hills, Himalayas of Central Nepal. J Geophys Res: Solid Earth 105:5735–5770
go back to reference Lavé J, Avouac JP (2001) Fluvial incision and tectonic uplift across the Himalayas of Central Nepal. J Geophys Res: Solid Earth 106:26561–26591 Lavé J, Avouac JP (2001) Fluvial incision and tectonic uplift across the Himalayas of Central Nepal. J Geophys Res: Solid Earth 106:26561–26591
go back to reference Li Y, Chen G, Tang C et al (2012) Rainfall and earthquake-induced landslide susceptibility assessment using GIS and artificial neural network. Nat Hazards Earth Syst Sci 12:2719–2729 Li Y, Chen G, Tang C et al (2012) Rainfall and earthquake-induced landslide susceptibility assessment using GIS and artificial neural network. Nat Hazards Earth Syst Sci 12:2719–2729
go back to reference Lombardo L, Mai PM (2018) Presenting logistic regression-based landslide susceptibility results. Eng Geol 244:14–24 Lombardo L, Mai PM (2018) Presenting logistic regression-based landslide susceptibility results. Eng Geol 244:14–24
go back to reference Marc O, Behling R, Andermann C et al (2019) Long-term erosion of the Nepal Himalayas by bedrock landsliding: the role of monsoons, earthquakes and giant landslides. Earth Surf Dynam 7:107–128 Marc O, Behling R, Andermann C et al (2019) Long-term erosion of the Nepal Himalayas by bedrock landsliding: the role of monsoons, earthquakes and giant landslides. Earth Surf Dynam 7:107–128
go back to reference Marc O, Hovius N, Meunier P et al (2016) A seismologically consistent expression for the total area and volume of earthquake-triggered landsliding. J Geophys Res: Earth Surf 121:640–663 Marc O, Hovius N, Meunier P et al (2016) A seismologically consistent expression for the total area and volume of earthquake-triggered landsliding. J Geophys Res: Earth Surf 121:640–663
go back to reference McAdoo BG, Quak M, Gnyawali KR et al (2018) Roads and landslides in Nepal: how development affects environmental risk. Nat Hazards Earth Syst Sci 18:3203–3210 McAdoo BG, Quak M, Gnyawali KR et al (2018) Roads and landslides in Nepal: how development affects environmental risk. Nat Hazards Earth Syst Sci 18:3203–3210
go back to reference Mencin D, Bendick R, Upreti BN et al (2016) Himalayan strain reservoir inferred from limited afterslip following the Gorkha earthquake. Nat Geosci 9:533–537 Mencin D, Bendick R, Upreti BN et al (2016) Himalayan strain reservoir inferred from limited afterslip following the Gorkha earthquake. Nat Geosci 9:533–537
go back to reference Meunier P, Hovius N, Haines JA (2008) Topographic site effects and the location of earthquake induced landslides. Earth Planet Sci Lett 275:221–232 Meunier P, Hovius N, Haines JA (2008) Topographic site effects and the location of earthquake induced landslides. Earth Planet Sci Lett 275:221–232
go back to reference Mugnier J-L, Jouanne F, Bhattarai R et al (2017) Segmentation of the Himalayan megathrust around the Gorkha earthquake (25 April 2015) in Nepal. J Asian Earth Sci 141:236–252 Mugnier J-L, Jouanne F, Bhattarai R et al (2017) Segmentation of the Himalayan megathrust around the Gorkha earthquake (25 April 2015) in Nepal. J Asian Earth Sci 141:236–252
go back to reference Myronidis D, Papageorgiou C, Theophanous S (2016) Landslide susceptibility mapping based on landslide history and analytic hierarchy process (AHP). Nat Hazards 81:245–263 Myronidis D, Papageorgiou C, Theophanous S (2016) Landslide susceptibility mapping based on landslide history and analytic hierarchy process (AHP). Nat Hazards 81:245–263
go back to reference Petley DN, Hearn GJ, Hart A et al (2007) Trends in landslide occurrence in Nepal. Nat Hazards 43:23–44 Petley DN, Hearn GJ, Hart A et al (2007) Trends in landslide occurrence in Nepal. Nat Hazards 43:23–44
go back to reference Petschko H, Brenning A, Bell R et al (2014) Assessing the quality of landslide susceptibility maps – case study Lower Austria. Nat Hazards Earth Syst Sci 14:95–118 Petschko H, Brenning A, Bell R et al (2014) Assessing the quality of landslide susceptibility maps – case study Lower Austria. Nat Hazards Earth Syst Sci 14:95–118
go back to reference Pradhan AMS, Kim YT (2016) Evaluation of a combined spatial multi-criteria evaluation model and deterministic model for landslide susceptibility mapping. CATENA 140:125–139 Pradhan AMS, Kim YT (2016) Evaluation of a combined spatial multi-criteria evaluation model and deterministic model for landslide susceptibility mapping. CATENA 140:125–139
go back to reference Rana PB, Karmacharya B (2016) Nepal: a connectivity-driven development strategy. Connecting asia-infrastructure for integrating south and southeast asia. Edward, Cheltenham, pp 330–358 Rana PB, Karmacharya B (2016) Nepal: a connectivity-driven development strategy. Connecting asia-infrastructure for integrating south and southeast asia. Edward, Cheltenham, pp 330–358
go back to reference Roback K, Clark MK, West AJ et al (2018) The size, distribution, and mobility of landslides caused by the 2015 Mw7.8 Gorkha earthquake, Nepal. Geomorphology 301:121–138 Roback K, Clark MK, West AJ et al (2018) The size, distribution, and mobility of landslides caused by the 2015 Mw7.8 Gorkha earthquake, Nepal. Geomorphology 301:121–138
go back to reference Saaty TL (1980) The analytic hierarchy process. McGraw Hill, Pittsburgh Saaty TL (1980) The analytic hierarchy process. McGraw Hill, Pittsburgh
go back to reference Saaty TL (2005) Theory and applications of the analytic network process: decision making with benefits, opportunities, costs, and risks. RWS, Pittsburgh Saaty TL (2005) Theory and applications of the analytic network process: decision making with benefits, opportunities, costs, and risks. RWS, Pittsburgh
go back to reference Saaty TL, Vargas LG (2001) Models, methods, concepts & applications of the analytic hierarchy process. Springer, New York Saaty TL, Vargas LG (2001) Models, methods, concepts & applications of the analytic hierarchy process. Springer, New York
go back to reference Tian Y, Xu C, Chen J, Hong H (2016) Spatial distribution and susceptibility analyses of pre-earthquake and coseismic landslides related to the Ms 6.5 earthquake of 2014 in Ludian, Yunan, China. Geocarto Int 32:978–989 Tian Y, Xu C, Chen J, Hong H (2016) Spatial distribution and susceptibility analyses of pre-earthquake and coseismic landslides related to the Ms 6.5 earthquake of 2014 in Ludian, Yunan, China. Geocarto Int 32:978–989
go back to reference Tsou C-Y, Chigira M, Higaki D et al (2018) Topographic and geologic controls on landslides induced by the 2015 Gorkha earthquake and its aftershocks: an example from the Trishuli Valley, Central Nepal. Landslides 15:953–965 Tsou C-Y, Chigira M, Higaki D et al (2018) Topographic and geologic controls on landslides induced by the 2015 Gorkha earthquake and its aftershocks: an example from the Trishuli Valley, Central Nepal. Landslides 15:953–965
go back to reference Wandrey CJ, Law BE (1998) Geologic map of southasia (geo8ag). Central Energy Resources Team, United States Geological Survey, Denver Wandrey CJ, Law BE (1998) Geologic map of southasia (geo8ag). Central Energy Resources Team, United States Geological Survey, Denver
go back to reference Wang F, Xu P, Wang C et al (2017) Application of a GIS-based slope unit method for landslide susceptibility mapping along the Longzi River, southeastern Tibetan plateau, China. ISPRS Int J Geo Inf 6:172 Wang F, Xu P, Wang C et al (2017) Application of a GIS-based slope unit method for landslide susceptibility mapping along the Longzi River, southeastern Tibetan plateau, China. ISPRS Int J Geo Inf 6:172
go back to reference Xu C, Tian Y, Zhou B et al (2017) Landslide damage along Araniko highway and Pasang Lhamu highway and regional assessment of landslide hazard related to the Gorkha, Nepal earthquake of 25 April 2015. Geoenviron Disast 4:14 Xu C, Tian Y, Zhou B et al (2017) Landslide damage along Araniko highway and Pasang Lhamu highway and regional assessment of landslide hazard related to the Gorkha, Nepal earthquake of 25 April 2015. Geoenviron Disast 4:14
go back to reference Zêzere JL, de Brum FA, Rodrigues ML (1999) The role of conditioning and triggering factors in the occurrence of landslides: a case study in the area north of Lisbon (Portugal). Geomorphology 30:133–146 Zêzere JL, de Brum FA, Rodrigues ML (1999) The role of conditioning and triggering factors in the occurrence of landslides: a case study in the area north of Lisbon (Portugal). Geomorphology 30:133–146
go back to reference Zhang J, van Westen CJ, Tanyas H, et al (2018) How size and trigger matter: analyzing rainfall- and earthquake-triggered landslide inventories and their causal relation in the Koshi River basin, central Himalaya. Nat Hazards Earth Syst Sci Discuss. https://doi.org/10.5194/nhess-2018-109 Zhang J, van Westen CJ, Tanyas H, et al (2018) How size and trigger matter: analyzing rainfall- and earthquake-triggered landslide inventories and their causal relation in the Koshi River basin, central Himalaya. Nat Hazards Earth Syst Sci Discuss. https://​doi.​org/​10.​5194/​nhess-2018-109
Metadata
Title
Mapping the susceptibility of rainfall and earthquake triggered landslides along China–Nepal highways
Authors
Kaushal Raj Gnyawali
Yonghong Zhang
Guojie Wang
Lijuan Miao
Ananta Man Singh Pradhan
Basanta Raj Adhikari
Liming Xiao
Publication date
12-08-2019
Publisher
Springer Berlin Heidelberg
Published in
Bulletin of Engineering Geology and the Environment / Issue 2/2020
Print ISSN: 1435-9529
Electronic ISSN: 1435-9537
DOI
https://doi.org/10.1007/s10064-019-01583-2

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