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Published in: Environmental Earth Sciences 15/2016

01-08-2016 | Original Article

Assessment of multi-scenario rockfall hazard based on mechanical parameters using high-resolution airborne laser scanning data and GIS in a tropical area

Authors: Ali Mutar Fanos, Biswajeet Pradhan, Azlan Abdul Aziz, Mustafa Neamah Jebur, Hyuck-Jin Park

Published in: Environmental Earth Sciences | Issue 15/2016

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Abstract

Rockfall hazard is a main threat for mountainous and hilly areas that can cause loss of life, damage to infrastructures, and traffic interruption. Rockfall frequency and magnitude vary both spatially and temporally; therefore, multi-scenarios related to rockfall characteristics (trajectories, frequency and kinetic energy) can provide early warnings by identifying the areas at risk for mitigation purposes. The aim of this study is to predict the areas at risk from future rockfall incidents and suggest suitable mitigation measures to prevent them. The most significant elements in rockfall analysis are slope topography interpretation or the digital elevation model (DEM) and the rockfall modeling approach. Light detection and ranging (LiDAR) techniques have been widely used in rockfall studies because of their capability to provide high-resolution information regarding slope surfaces. In the current study, airborne laser scanning (ALS) is used to obtain a high-density point cloud (4 pts./m2) of the study area for the construction of an accurate DEM via a geographic information system. Rockfall source areas were identified based on multi-criteria method including DEM derivatives (e.g., slope, aspect, curvature and topographic contrast) in addition to terrain type and aerial photos. A 3D rockfall model has been established to determine rockfall multi-scenarios based on their characteristics according to a range of restitution coefficient (normal and tangential) and friction angle values; these parameters are particularly crucial in rockfall simulation to delineate the spatial prediction of rockfall hazard areas along the Jelapang corridor of the North–South Expressway in Malaysia. In addition, a barrier location was suggested based on limited rockfall height and kinetic energy to mitigate rockfall hazards. Results show that rockfall trajectories (stopping distance) and, subsequently, their frequency and energy are increased; moreover, barrier efficiency is reduced when the values of the mechanical parameters (Rn, Rt, and friction angle) are increased. Nonetheless, the suggested barrier location is an efficient and mitigative measure to eliminate the rockfall effect.

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Literature
go back to reference Abd-Allah AM, El-Sawy E, Seif ESA, El-Fakharani A, Sharaf MAM (2014) Rock slope stability and design in Arafat–Muzdalifa area Saudi Arabia. Arab J Geosci 7(10):4029–4042CrossRef Abd-Allah AM, El-Sawy E, Seif ESA, El-Fakharani A, Sharaf MAM (2014) Rock slope stability and design in Arafat–Muzdalifa area Saudi Arabia. Arab J Geosci 7(10):4029–4042CrossRef
go back to reference Ahmad M, Umrao RK, Ansari MK, Singh R, Singh TN (2013) Assessment of rockfall hazard along the road cut slopes of State Highway-72. Geomaterials 3(1):15–23CrossRef Ahmad M, Umrao RK, Ansari MK, Singh R, Singh TN (2013) Assessment of rockfall hazard along the road cut slopes of State Highway-72. Geomaterials 3(1):15–23CrossRef
go back to reference Akin M, Topal T, Akin MK (2013) Evaluation of the rockfall potential of Kastamonu Castle using 3-D analysis. In: Margottini C, Canuti P, Sassa K (eds) Landslide science and practice. Springer, Berlin, pp 335–340CrossRef Akin M, Topal T, Akin MK (2013) Evaluation of the rockfall potential of Kastamonu Castle using 3-D analysis. In: Margottini C, Canuti P, Sassa K (eds) Landslide science and practice. Springer, Berlin, pp 335–340CrossRef
go back to reference Ansari M, Ahmad M, Singh T (2014) Rockfall hazard analysis of Ellora Cave, Aurangabad, Maharashtra, India. Int J Sci Res 3(5):427–431 Ansari M, Ahmad M, Singh T (2014) Rockfall hazard analysis of Ellora Cave, Aurangabad, Maharashtra, India. Int J Sci Res 3(5):427–431
go back to reference Assali P, Grussenmeyer P, Villemin T, Pollet N, Viguier F (2014) Surveying and modeling of rock discontinuities by terrestrial laser scanning and photogrammetry: semi-automatic approaches for linear outcrop inspection. J Struct Geol 66:102–114CrossRef Assali P, Grussenmeyer P, Villemin T, Pollet N, Viguier F (2014) Surveying and modeling of rock discontinuities by terrestrial laser scanning and photogrammetry: semi-automatic approaches for linear outcrop inspection. J Struct Geol 66:102–114CrossRef
go back to reference Asteriou P, Saroglou H, Tsiambaos G (2012) Geotechnical and kinematic parameters affecting the coefficients of restitution for rock fall analysis. Int J Rock Mech Min 54:103–113 Asteriou P, Saroglou H, Tsiambaos G (2012) Geotechnical and kinematic parameters affecting the coefficients of restitution for rock fall analysis. Int J Rock Mech Min 54:103–113
go back to reference Bater CW, Coops NC (2009) Evaluating error associated with lidar-derived DEM interpolation. Comput Geosci 35(2):289–300CrossRef Bater CW, Coops NC (2009) Evaluating error associated with lidar-derived DEM interpolation. Comput Geosci 35(2):289–300CrossRef
go back to reference Blahut J, Klimeš J, Vařilová Z (2013) Quantitative rockfall hazard and risk analysis in selected municipalities of the České Švýcarsko National Park, Northwestern Czechia. Geografie 118(3):205–220 Blahut J, Klimeš J, Vařilová Z (2013) Quantitative rockfall hazard and risk analysis in selected municipalities of the České Švýcarsko National Park, Northwestern Czechia. Geografie 118(3):205–220
go back to reference Čarman M, Bavec M, Komac M, Krivic M (2015) Rockfall susceptibility assessment at the municipal scale (Bovec municipality, Slovenia). In: Lollino G, Giordan D, Crosta GB, Corominas J, Azzam R, Wasowski J, Sciarra N (eds) Engineering geology for society and territory, vol 2. Springer, Berlin, pp 2017–2021 Čarman M, Bavec M, Komac M, Krivic M (2015) Rockfall susceptibility assessment at the municipal scale (Bovec municipality, Slovenia). In: Lollino G, Giordan D, Crosta GB, Corominas J, Azzam R, Wasowski J, Sciarra N (eds) Engineering geology for society and territory, vol 2. Springer, Berlin, pp 2017–2021
go back to reference Chai B, Tang Z, Zhang A, Du J, Su H, Yi H (2015) An uncertainty method for probabilistic analysis of buildings impacted by rockfall in a limestone quarry in Fengshan, Southwestern China. Rock Mech Rock Eng 48(5):1981–1996CrossRef Chai B, Tang Z, Zhang A, Du J, Su H, Yi H (2015) An uncertainty method for probabilistic analysis of buildings impacted by rockfall in a limestone quarry in Fengshan, Southwestern China. Rock Mech Rock Eng 48(5):1981–1996CrossRef
go back to reference Chen G, Zheng L, Zhang Y, Wu J (2013) Numerical simulation in rockfall analysis: a close comparison of 2-D and 3-D DDA. Rock Mech Rock Eng 46(3):527–541CrossRef Chen G, Zheng L, Zhang Y, Wu J (2013) Numerical simulation in rockfall analysis: a close comparison of 2-D and 3-D DDA. Rock Mech Rock Eng 46(3):527–541CrossRef
go back to reference Chiessi V, D’Orefice M, Mugnozza GS, Vitale V, Cannese C (2010) Geological, geomechanical and geostatistical assessment of rockfall hazard in San Quirico Village (Abruzzo, Italy). Geomorphology 119(3):147–161CrossRef Chiessi V, D’Orefice M, Mugnozza GS, Vitale V, Cannese C (2010) Geological, geomechanical and geostatistical assessment of rockfall hazard in San Quirico Village (Abruzzo, Italy). Geomorphology 119(3):147–161CrossRef
go back to reference Ferrari F, Giani GP, Apuani T (2013) Why can rockfall normal restitution coefficient be higher than one. Rendiconti online della Società Geologica Italiana 24:122–124 Ferrari F, Giani GP, Apuani T (2013) Why can rockfall normal restitution coefficient be higher than one. Rendiconti online della Società Geologica Italiana 24:122–124
go back to reference Filipello A, Mandrone G, Bornaz L (2015) Structural data treatment to define rockfall susceptibility using long range laser scanner. Eng Geol Soc Territory 6:721–724 Filipello A, Mandrone G, Bornaz L (2015) Structural data treatment to define rockfall susceptibility using long range laser scanner. Eng Geol Soc Territory 6:721–724
go back to reference Firpo G, Salvini R, Francioni M, Ranjith P (2011) Use of digital terrestrial photogrammetry in rocky slope stability analysis by distinct elements numerical methods. Int J Rock Mech Sci Min 48(7):1045–1054CrossRef Firpo G, Salvini R, Francioni M, Ranjith P (2011) Use of digital terrestrial photogrammetry in rocky slope stability analysis by distinct elements numerical methods. Int J Rock Mech Sci Min 48(7):1045–1054CrossRef
go back to reference Flentje P, Palamakumbure D, Thompson J (2015) Assessing rockfall along the Illawarra escarpment. Eng Geol Soc Territory 2:2031–2036CrossRef Flentje P, Palamakumbure D, Thompson J (2015) Assessing rockfall along the Illawarra escarpment. Eng Geol Soc Territory 2:2031–2036CrossRef
go back to reference Frattini P, Crosta GB, Agliardi F, Imposimato S (2013) Challenging calibration in 3D rockfall modelling. In: Margottini C, Canuti P, Sassa K (eds) Landslide science and practice. Springer, pp 169–175 Frattini P, Crosta GB, Agliardi F, Imposimato S (2013) Challenging calibration in 3D rockfall modelling. In: Margottini C, Canuti P, Sassa K (eds) Landslide science and practice. Springer, pp 169–175
go back to reference Gallay M (2013) Direct acquisition of data: airborne laser scanning. Geomorphol Tech 1–17. British Society for Geomorphology Gallay M (2013) Direct acquisition of data: airborne laser scanning. Geomorphol Tech 1–17. British Society for Geomorphology
go back to reference Gallay M, Lloyd CD, McKinley J, Barry L (2013) Assessing modern ground survey methods and airborne laser scanning for digital terrain modelling: a case study from the Lake District, England. Comput Geosci 51:216–227CrossRef Gallay M, Lloyd CD, McKinley J, Barry L (2013) Assessing modern ground survey methods and airborne laser scanning for digital terrain modelling: a case study from the Lake District, England. Comput Geosci 51:216–227CrossRef
go back to reference Glover J, Bartelt P, Christen M, Gerber W (2015) Rockfall-simulation with irregular rock blocks. In: Lollino G, Giordan D, Crosta GB, Corominas J, Azzam R, Wasowski J, Sciarra N (eds) Engineering geology for society and territory, vol 2. Springer International Publishing, Switzerland, pp 1729–1733CrossRef Glover J, Bartelt P, Christen M, Gerber W (2015) Rockfall-simulation with irregular rock blocks. In: Lollino G, Giordan D, Crosta GB, Corominas J, Azzam R, Wasowski J, Sciarra N (eds) Engineering geology for society and territory, vol 2. Springer International Publishing, Switzerland, pp 1729–1733CrossRef
go back to reference Heckmann T, Schwanghart W (2013) Geomorphic coupling and sediment connectivity in an alpine catchment—Exploring sediment cascades using graph theory. Geomorphology 182:89–103CrossRef Heckmann T, Schwanghart W (2013) Geomorphic coupling and sediment connectivity in an alpine catchment—Exploring sediment cascades using graph theory. Geomorphology 182:89–103CrossRef
go back to reference Kenner R, Bühler Y, Delaloye R, Ginzler C, Phillips M (2014) Monitoring of high alpine mass movements combining laser scanning with digital airborne photogrammetry. Geomorphology 206:492–504CrossRef Kenner R, Bühler Y, Delaloye R, Ginzler C, Phillips M (2014) Monitoring of high alpine mass movements combining laser scanning with digital airborne photogrammetry. Geomorphology 206:492–504CrossRef
go back to reference Keskin I (2013) Evaluation of rock falls in an urban area: the case of Bogazici (Erzincan/Turkey). Environ Earth Sci 70:1619–1628CrossRef Keskin I (2013) Evaluation of rock falls in an urban area: the case of Bogazici (Erzincan/Turkey). Environ Earth Sci 70:1619–1628CrossRef
go back to reference Kharel P, Dhakal S (2013) Hazard rating and event tree analysis for assessing rockfall risks along Siddhartha highway in Siddhababa area Nepal. Int J Landslide Envion 1(1):41–42 Kharel P, Dhakal S (2013) Hazard rating and event tree analysis for assessing rockfall risks along Siddhartha highway in Siddhababa area Nepal. Int J Landslide Envion 1(1):41–42
go back to reference Ku C (2012) Assessing rockfall hazards using a three-dimensional numerical model based on high resolution DEM. In: The twenty-second international offshore and polar engineering conference, International Society of Offshore and Polar Engineers Ku C (2012) Assessing rockfall hazards using a three-dimensional numerical model based on high resolution DEM. In: The twenty-second international offshore and polar engineering conference, International Society of Offshore and Polar Engineers
go back to reference Lambert S, Bourrier F, Toe D (2013) Improving three-dimensional rockfall trajectory simulation codes for assessing the efficiency of protective embankments. Int J Rock Mech Min Sci 60:26–36 Lambert S, Bourrier F, Toe D (2013) Improving three-dimensional rockfall trajectory simulation codes for assessing the efficiency of protective embankments. Int J Rock Mech Min Sci 60:26–36
go back to reference Lan H, Martin CD, Lim C (2007) RockFall analyst: a GIS extension for three-dimensional and spatially distributed rockfall hazard modeling. Comput Geosci 33(2):262–279CrossRef Lan H, Martin CD, Lim C (2007) RockFall analyst: a GIS extension for three-dimensional and spatially distributed rockfall hazard modeling. Comput Geosci 33(2):262–279CrossRef
go back to reference Lan H, Martin CD, Zhou C, Lim CH (2010) Rockfall hazard analysis using LiDAR and spatial modeling. Geomorphology 118(1):213–223CrossRef Lan H, Martin CD, Zhou C, Lim CH (2010) Rockfall hazard analysis using LiDAR and spatial modeling. Geomorphology 118(1):213–223CrossRef
go back to reference Lato MJ, Diederichs MS, Hutchinson DJ, Harrap R (2012) Evaluating roadside rockmasses for rockfall hazards using LiDAR data: optimizing data collection and processing protocols. Nat Hazards 60(3):831–864CrossRef Lato MJ, Diederichs MS, Hutchinson DJ, Harrap R (2012) Evaluating roadside rockmasses for rockfall hazards using LiDAR data: optimizing data collection and processing protocols. Nat Hazards 60(3):831–864CrossRef
go back to reference Leine R, Schweizer A, Christen M, Glover J, Bartelt P, Gerber W (2014) Simulation of rockfall trajectories with consideration of rock shape. Multibody Syst Dyn 32(2):241–271CrossRef Leine R, Schweizer A, Christen M, Glover J, Bartelt P, Gerber W (2014) Simulation of rockfall trajectories with consideration of rock shape. Multibody Syst Dyn 32(2):241–271CrossRef
go back to reference Li L, Lan H (2015) Probabilistic modeling of rockfall trajectories: a review. B Eng Geol Environ 74(4):1163–1176CrossRef Li L, Lan H (2015) Probabilistic modeling of rockfall trajectories: a review. B Eng Geol Environ 74(4):1163–1176CrossRef
go back to reference Macciotta R, Martin CD, Cruden DM (2014) Probabilistic estimation of rockfall height and kinetic energy based on a three-dimensional trajectory model and Monte Carlo simulation. Landslides 12(4):757–772CrossRef Macciotta R, Martin CD, Cruden DM (2014) Probabilistic estimation of rockfall height and kinetic energy based on a three-dimensional trajectory model and Monte Carlo simulation. Landslides 12(4):757–772CrossRef
go back to reference Meng X, Currit N, Zhao K (2010) Ground filtering algorithms for airborne LiDAR data: a review of critical issues. Remote Sens 2(3):833–860CrossRef Meng X, Currit N, Zhao K (2010) Ground filtering algorithms for airborne LiDAR data: a review of critical issues. Remote Sens 2(3):833–860CrossRef
go back to reference Mikoš M, Petje U, Ribičič M (2006) “Application of a rockfall simulation program in an alpine valley in Slovenia”. In Proceedings of the INTERPRAEVENT, international symposium disaster mitigation of debris flows, Slope Failures and Landslides, Niigata, 25–27 September, p 199 Mikoš M, Petje U, Ribičič M (2006) “Application of a rockfall simulation program in an alpine valley in Slovenia”. In Proceedings of the INTERPRAEVENT, international symposium disaster mitigation of debris flows, Slope Failures and Landslides, Niigata, 25–27 September, p 199
go back to reference Papathanassiou G, Marinos V, Vogiatzis D, Valkaniotis S (2013) A rock fall analysis study in Parnassos area, Central Greece in Landslide Science and Practice. Springer, Berlin, pp 67–72 Papathanassiou G, Marinos V, Vogiatzis D, Valkaniotis S (2013) A rock fall analysis study in Parnassos area, Central Greece in Landslide Science and Practice. Springer, Berlin, pp 67–72
go back to reference Rammer W, Brauner M, Dorren L, Berger F, Lexer M (2010) Evaluation of a 3-D rockfall module within a forest patch model. Nat Hazards Earth Syst Sci 10(4):699–711CrossRef Rammer W, Brauner M, Dorren L, Berger F, Lexer M (2010) Evaluation of a 3-D rockfall module within a forest patch model. Nat Hazards Earth Syst Sci 10(4):699–711CrossRef
go back to reference Sabatakakis N, Depountis N, Vagenas N (2015) Evaluation of rockfall restitution coefficients. In: Lollino G, Giordan D, Crosta GB, Corominas J, Azzam R, Wasowski J, Sciarra N (eds) Engineering geology for society and territory, vol 2. pp 2023–2026 Sabatakakis N, Depountis N, Vagenas N (2015) Evaluation of rockfall restitution coefficients. In: Lollino G, Giordan D, Crosta GB, Corominas J, Azzam R, Wasowski J, Sciarra N (eds) Engineering geology for society and territory, vol 2. pp 2023–2026
go back to reference Samodra G, Chen G, Sartohadi J, Hadmoko D, Kasama K (2014) Automated landform classification in a rockfall-prone area, Gunung Kelir Java. Earth Surf Dyn 2(1):339–348CrossRef Samodra G, Chen G, Sartohadi J, Hadmoko D, Kasama K (2014) Automated landform classification in a rockfall-prone area, Gunung Kelir Java. Earth Surf Dyn 2(1):339–348CrossRef
go back to reference Singh P, Wasnik A, Kainthola A, Sazid M, Singh T (2013) The stability of road cut cliff face along SH-121: a case study. Nat Hazards 68(2):497–507CrossRef Singh P, Wasnik A, Kainthola A, Sazid M, Singh T (2013) The stability of road cut cliff face along SH-121: a case study. Nat Hazards 68(2):497–507CrossRef
go back to reference Topal T, Akin M, Ozden UA (2007) Assessment of rockfall hazard around Afyon Castle Turkey. Environ Geol 53(1):191–200CrossRef Topal T, Akin M, Ozden UA (2007) Assessment of rockfall hazard around Afyon Castle Turkey. Environ Geol 53(1):191–200CrossRef
go back to reference Wang X, Frattini P, Crosta G, Zhang L, Agliardi F, Lari S, Yang Z (2014) Uncertainty assessment in quantitative rockfall risk assessment. Landslides 11(4):711–722CrossRef Wang X, Frattini P, Crosta G, Zhang L, Agliardi F, Lari S, Yang Z (2014) Uncertainty assessment in quantitative rockfall risk assessment. Landslides 11(4):711–722CrossRef
go back to reference Wise S (2011) Cross-validation as a means of investigating DEM interpolation error. Comput Geosci 37(8):978–991CrossRef Wise S (2011) Cross-validation as a means of investigating DEM interpolation error. Comput Geosci 37(8):978–991CrossRef
go back to reference Wyllie DC (2014). Rock Fall Engineering. CRC Press, pp. 270 Wyllie DC (2014). Rock Fall Engineering. CRC Press, pp. 270
go back to reference Youssef AM, Pradhan B, Al-Kathery M, Bathrellos GD, Skilodimou HD (2015) Assessment of rockfall hazard at Al-Noor Mountain, Makkah city (Saudi Arabia) using spatio-temporal remote sensing data and field investigation. J Afr Earth Sci 101:309–321CrossRef Youssef AM, Pradhan B, Al-Kathery M, Bathrellos GD, Skilodimou HD (2015) Assessment of rockfall hazard at Al-Noor Mountain, Makkah city (Saudi Arabia) using spatio-temporal remote sensing data and field investigation. J Afr Earth Sci 101:309–321CrossRef
go back to reference Yusof NM, Pradhan B, Shafri HZM, Jebur MN, Yusoff Z (2015) Spatial landslide hazard assessment along the Jelapang Corridor of the North–South Expressway in Malaysia using high resolution airborne LiDAR data. Arab J Geosci 8(11):9789–9800CrossRef Yusof NM, Pradhan B, Shafri HZM, Jebur MN, Yusoff Z (2015) Spatial landslide hazard assessment along the Jelapang Corridor of the North–South Expressway in Malaysia using high resolution airborne LiDAR data. Arab J Geosci 8(11):9789–9800CrossRef
Metadata
Title
Assessment of multi-scenario rockfall hazard based on mechanical parameters using high-resolution airborne laser scanning data and GIS in a tropical area
Authors
Ali Mutar Fanos
Biswajeet Pradhan
Azlan Abdul Aziz
Mustafa Neamah Jebur
Hyuck-Jin Park
Publication date
01-08-2016
Publisher
Springer Berlin Heidelberg
Published in
Environmental Earth Sciences / Issue 15/2016
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-016-5936-3

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