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    Landslides (2014) 11:131140DOI 10.1007/s10346-013-0424-2Received: 5 April 2013Accepted: 26 June 2013Published online: 25 July 2013 Springer-Verlag Berlin Heidelberg 2013

    G. GigliI W. FrodellaI F. GarfagnoliI S. Morelli I F. Mugnai I F. MennaI N. Casagli

    3-D geomechanical rock mass characterizationfor the evaluation of rockslide susceptibility scenarios

    Abstract An integrated methodology based on traditional fieldand remote surveys such as terrestrial laser scanning and terres-

    trial infrared thermography is proposed, with the aim of defining

    susceptibility scenarios connected to rock slopes affected by insta-

    bility processes. The proposed methodology was applied to a rock

    slope threatening a coastal panoramic roadway located in western

    Elba Island (Livorno district, central Italy). The final aim of the

    methodology was to obtain an accurate three-dimensional rock

    mass characterization in order to detect the potentially more

    hazardous rock mass portions, calculate their volume, and collect

    all the required geomechanical and geometrical parameters to

    perform a detailed stability analysis. The proposed approach

    proved to be an effective tool in the field of engineering geology

    and emergency management, when it is often urgently necessaryto minimize survey time when operating in dangerous environ-

    ments and gather all the required information as fast as possible.

    Keywords Rock mass . Laser scanning . Discontinuity. DiAna .

    Thermography. Stability analysis

    Introduction

    Terrestrial laser scanning (TLS) technique is increasingly used for the

    analysis of slopes characterized by instability processes, as it safely

    allows in a short time a high detailed and accurate3-D representation

    of the investigated rock mass plano-altimetric morphological and

    geostructural setting (Abellan et al.2006,2010; Fanti et al.2011;2012;

    Gigli et al.2009;2012a,2012b; Jaboyedoff et al.2009; Lombardi et al.

    2006; Oppikofer et al.2008; Rahman et al.2006; Slob et al.2002; Slob

    and Hack2004;2007; Tapete et al.2012; Turner et al.2006). In order

    to perform a spatial analysis for the quantitative description of

    discontinuities within rock mass faces with rugged shape, many

    authors have been working during the last years on the semiauto-

    matic extraction of 3-D rock mass properties from remotely acquired

    high-resolution data, mainly digital photogrammetry and lidar (Fer-

    rero et al.2009; Gigli and Casagli2011; Jaboyedoff et al.2007; Lato et

    al.2009; Sturzenegger and Stead2009; Slob et al.2005).

    In engineering geology, terrestrial infrared thermography (TIR)

    has been successfully used in some experimental studies for the

    detection of features that could lead to hazardous conditions on

    rock slopes like subsurface holes (Wu et al.2005), water seepage

    zones (Adorno et al. 2009), fractures and unstable protruding

    systems (Teza et al. 2012), and open fractures in deep-seated

    rockslides (Baroet al.2012). This suggests that TIR, by virtue of

    its relatively low cost, fast measurement, and data processing times,

    can be profitably used as an ancillary technique (coupled with other

    remote sensing techniques, e.g., laser scanning), providing useful

    information for the corresponding rock mass geoengineering

    characterization (Teza et al.2012).

    The proposed approach has been applied to a rock slope sector

    affected by instability phenomena overlooking a coastal panoramic

    roadway (provincial road 25) located in western Elba Island (Livorno

    district, central Italy). This area, due to its geostructural setting and

    degree of fracturing, in the past years underwent the detachment of rockblocks and debris, which in some occasion severely damaged the catch-

    ment nets and barriers, invading the underlying roadway.

    In order to investigate these instability occurrences and collect

    the required ISRM (1978) geomechanical parameters, traditional

    geological and geomechanical field surveys were integrated with a

    TLS survey and its deriving data interpretation mainly based on a

    Matlab tool called DiAna (Gigli and Casagli 2011). In addition, TIR

    surveys were carried out for the validation of the unstable block

    volume calculation and for a rapid assessment of the hydraulic

    conditions along the more critical discontinuities of the investi-

    gated rock mass, in order to obtain a qualitatively estimate of

    ISRM (1978) seepage parameter, contributing together with the

    TLS semiautomatic analysis to a more detailed remote 3-D geo-metrical and geomechanical characterization.

    The final aim was to establish a methodology for the evaluation of

    the rockslide susceptibility scenarios in emergency conditions,

    through the following work plan (Fig. 1): (1) traditional geological

    and geomechanical field surveys, (2) TLS and TIR surveys, (3) semi-

    automatic geomechanical data interpretation, (4) creation of detailed

    3-D surface, (5) main unstable rock mass portions detection, shape

    extraction, and volume calculation, (6) stability analysis.

    Geographical and geological setting

    The investigated area is located on the western hillside of Mount

    Capanne, overlooking the westernmost portion of the Elba Island

    coastline (Livorno district), just north of Punta del Timone and the

    village of Chiessi (Fig.2). The area, about 100,000 m2 in extension,

    is located along a 250 m stretch of the provincial roadway 25 and is

    constituted by steep rock slopes with little vegetation cover rang-

    ing from an elevation of about 60 to 160 m a.s.l.

    From a geological point of view, the study area is characterized by

    complex structural setting (Fig. 2): the Late Miocene Mt. Capanne

    monzogranite (MSF) (Farina et al. 2010) crops out with its

    thermometamorphic aureole (Dini et al.2002; Ferrara and Tonarini

    1993; Juteau et al.1984). The host rock corresponds to an ophiolite

    succession with its JurassicCretaceous sedimentary cover (Barberi

    and Innocenti1965; Bortolotti et al.2001; Spohn1981; Trevisan1950),

    occurring here as metabasalts (MBA) and phyllites interlayed with

    discontinuous layers of marbles (CAR). Both the pluton and the host

    rocks are intensively crosscut by the Portoferraio porphyry (PMP)

    with monzograniticsyenogranitic composition and by the Orano

    porphyry (ORA) granodioritic dykes as well as by many

    leucogranitic and microgranitic dykelets (LMG) (Bortolotti et al.

    2001; Dini et al. 2002; Garfagnoli et al. 2010; Menna et al. 2008;

    Rocchi et al.2003; Westerman et al.2003) (Fig.2).

    Data collection

    Geomechanical field survey

    The rock mass characterization and the quantitative description of

    discontinuities were obtained by traditional geomechanical

    Landslides 11 & (2014) 131

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    surveys (scanline method), according to the methods suggested by

    ISRM (1978;1985). Three scanline surveys were performed on the

    rock slope along the roadway. In order to extend the rock mass

    mechanical properties to the other sectors of the investigated rock

    mass, random discontinuity orientation measurements were taken

    (Fig. 2), confirming the spatial distribution of the identified dis-

    continuity sets. Figure3ashows the stereographic projection of the

    collected data, where discontinuity pole concentration and main

    set modal planes are shown. Five main discontinuity sets were

    identified on the investigated rock masses, whose modal orienta-

    tion planes are reported in Table1.

    JN3 (Fig. 3a) set in particular dips at medium to high angles

    towards the western quarters, and includes (1) high persistent

    decimetric-spaced discontinuity planes developed in the porphy-

    ritic bodies (exfoliation joints (EJ)), which represent slipping

    planes that isolate large rock mass portions, and (2) millimetric-

    spaced penetrative metamorphic foliation, which is very evident in

    the phyllites. In order to determine the intact rock tensile and

    compressive strength, a number of point load tests were

    performed, following ISRM (1985) suggested methods. Considering

    mi=20 for porphyry (PMP and ORA) (Hoek 2007), the resulting

    values were: c=91.6 MPa and t=4.6 MPa. The shear strength of

    the discontinuities was calculated using Barton's failure criterion

    (Barton and Choubey1977).

    Laser scanning and thermographic surveys

    The laser scanning survey allowed to cover the investigated area

    extension in one working day. A long-range 3-D laser scanner

    (RIEGL LMSZ410-i) was employed, which is able to determine

    the position of up to 12,000 points per second, with a maximum

    angular resolution of 0.008, and an accuracy of10 mm from a

    maximum distance of 800 m. In order to completely cover the

    intervention areas, surveys from different scan positions along the

    roadway were performed. Twenty-three laser reflectors were

    placed on the slopes and along the roadway, and their coordinates

    defined by performing a differential RTK-GPS survey, linking the

    different acquired point clouds to a global reference system.

    The thermographic survey was performed using a FLIR SC620

    tripod-mounted thermal camera. This instrument is characterized

    by a microbolometer sensor with a 640480 pixel matrix, which is

    able to measure electromagnetic radiation in the thermal infrared

    band between 7.5 and 13m, with a thermal accuracy of 2 C and

    a 0.65 mrad angular resolution.

    Data analysis

    Semiautomatic geomechanical survey

    The employed Matlab tool (DiAna) (described in detail in Gigli and

    Casagli2011) is based on the definition of least squares fitting planes

    on clusters of points extracted by moving a sample cube on the point

    cloud. The cluster is considered valid if the associated standard

    deviation is below a defined threshold. The adopted method, by

    selecting the cube dimension and a standard deviation threshold,

    has demonstrated its ability to investigate even rock masses charac-

    terized by very irregular block shapes. Therefore, discontinuity

    planes can be reconstructed, and rock mass geometrical properties

    are calculated. In the investigated area, DiAna was used to semiau-

    tomatically individuate the main discontinuity plane orientations.

    The analysis was carried out on a limited sector of the rock mass not

    covered by nets, rock bolts, and fences. Figure3breports the poles of

    the semiautomatically extracted discontinuities. A total of 1,359

    planes were recognized; their density contour lines are very similar

    to those obtained by means of traditional surveys (Fig. 3a). Due to

    the high number of poles, with the aim of identifying the main

    discontinuity sets, each set was assigned a weight (W) based on the

    product between its surface area and the number of points consti-

    tuting it; the poles were consequently drawn with different symbols

    based on the log10W. By observing Fig. 3b, the points with higher

    weight are clustered according to seven different discontinuity sets

    (labeled from D1 to D7) reported in Fig.4.

    The most important parameter for the stability analysis of

    planar rockslides is the frictional resistance acting on the sliding

    planes, which in turn depends on the uniaxial compressive

    strength of the discontinuity walls and on the surface roughness

    Terrestrial Laser Scanning

    survey

    High resolution 3D surface

    Semi-automaticgeomechanical survey

    Geological and geomechanical

    field surveys

    Detection and volume calculationof unstable masses

    Terrestrial infrared

    thermographic survey

    Stability analysis

    Fig. 1 Logic scheme of the applied methodology

    Technical Note

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    (Barton1973;1976; Patton1966). Traditional methods for estimat-

    ing the roughness of a discontinuity plane (Barton and Choubey

    1977; ISRM1978) require a direct accessibility to the discontinuity

    plane and are quite time consuming. Moreover, it has been ob-

    served that discontinuity roughness is characterized by a very

    marked scale effect (Barton and Bandis1982). To overcome these

    problems, a 3-D approach using the proposed DiAna algorithm

    was pursued, allowing us to rapidly perform quantitative measures

    of the roughness of the main discontinuities at various scales. A

    searching cube with different dimensions (0.1, 0.2, 0.4, 1, and 2 m

    and maximum surface persistence) is moved along the point cloud

    representing the selected discontinuity. If the number of points

    within the cube exceeds a prescribed threshold (to make sure that

    the selection is centered on the surface), the best fitting plane dip

    and dip direction are obtained, and the associated points are

    extracted from the surface. By plotting the orientation values on

    a stereo plot, the discontinuity roughness angles at various scales

    can be measured. It is worth stressing that the reliability of this

    procedure depends mainly on the accuracy of the point cloud data;

    if it is too low, this could lead to an overestimation of surface

    roughness (Rahman et al.2006), especially for small-scale analyses

    (0.1 and 0.2 m), or low resolution point clouds. Figure 5b reports

    Fig. 2 Location and geological maps of the study area (dotted lineshows the provincial roadway; yellow dots indicate random structural data collection points)

    Landslides 11 & (2014) 133

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    the stereographic projection of the roughness characteristics for

    different reference dimensions, calculated from the basal slipping

    plane (EJ) which belongs to JN3 (traditional survey) and D5 (semi-

    automatic discontinuity set extraction) sets represented in Fig.3a, b.

    We can observe the decrease of pole scattering with the increase of

    reference cube dimension, while the very high scattering associated

    to small reference cube dimensions are probably due to the accuracy

    limits of the laser scanning measurements. A roughness angle of 20was calculated for the largest reference dimensions (>1 m).

    Worst credible scenario

    The 3-D surface model obtained by merging the different point

    clouds is shown in Fig. 6a, and the related topographic contour

    lines (0.5 m equidistance) in Fig. 6b. Detailed 3-D maps of the

    slope dip (Fig.6c) and aspect (Fig.6d) were also created. Both 3-D

    models and maps contributed to a complete characterization of

    the morphological variability of the investigated area; a rough

    morphology, characterized by creek erosion gullies isolating jut-

    ting rock mass portions, was revealed.

    A wide rockfall barrier system has been built through the years

    to protect the road stretch at risk from rockfalls. Nevertheless, thefield survey suggested the possible occurrence of more complex

    phenomena, involving larger portions of rock mass, which cannot

    be retained by the rockfall barriers. Given the geological setting of

    the investigated area, and the most probable failure mechanism

    occurring (planar failure along JN3 discontinuity set), an iterative

    procedure has been applied with the aim of identifying the max-

    imum credible scenario. A Matlab routine was built for this pur-

    pose by moving on the 3-D surface a plane with the same

    orientation of JN3 set. The largest emerging rock mass portions

    were, thus, highlighted. By selecting a volume threshold value of

    1,000 m3, three protruding rock masses were detected and labeled

    from north to south as M1, M2, and M3 (Fig.6c). The latter masses

    for their considerable extension, overhanging position, and shape

    (mainly elongated along the direction of maximum slope) were

    identified as potential critical rock mass sectors with regards to

    instability mechanisms. Field survey evidence confirmed the crit-

    icality of M1, M2, and M3 rock masses (Fig.7), which is mainly due

    to their structural setting; in fact, they are all delimited from thestable portion of the rock slope by highly persistent slope dipping

    basal planes constituted by EJ (belonging to JN3 set in Fig. 3aand

    D5 set in Figs. 3b and 4). M3 rock mass (Fig.7e, f), in addition to

    the basal slipping plane, is delimited southeastward from the

    stable portion of the rock slope by a second subvertical plane,

    connected to a leucogranitic dikelet (belonging to JN2 set in Fig. 3a

    and D3 in Fig.3b). The resulting rock masses volumes (expressed

    in cubic meter) are 3,706 (M1), 4,359 (M2), and 1,293 (M3).

    Infrared thermographic analysis

    A TIR inspection was carried out in correspondence of the critical

    rock mass portions (M1, M2,and M3) for a rapid detectionof thermal

    anomalies on the discontinuities delimiting them (Fig.8). Within theobtained superficial temperature maps (thermograms) shown in

    Fig.8, the surface temperature is represented by means of a color

    scale, in which the higher temperatures are displayed by the lighter

    colors, whereas the colder temperatures by the darker ones. In order

    to obtain a comparison with TLS data, TIR data were acquired from

    the same location of two laser scanning positions as follows: ther-

    mograms of M1 and M2 masses (Fig. 8a, b) were collected in corre-

    spondence of point 2 (Fig.6a), leading to a 3-cm spatial resolution at

    a 50-m distance, and thermogram of rock mass M3 (Fig. 8c) was

    acquired from point 3 (Fig.6a), leading to a 6-cm spatial resolution

    a b

    Fig. 3 Stereographic projection of discontinuity poles and modal planes of the main sets collected in the investigated area through the traditional field surveys (a) and thesemiautomatic analysis (b)

    Table 1 Geomechanical properties of the rock mass discontinuities from field surveys

    Set_id () () X (m) L (m) e (mm) JRC JCS r/R b () p()

    JN1 165 71 0.74 2.9 1.6 10 65 0.45 31

    JN2 6 73 1.06 3.4 23.35 10.4 58.6 0.52 31

    JN3 264 46 1.72 2.8 19 11.1 75 0.53 31 53.2

    JN4 250 85 3.88 1.3 1.5 13 60.9 0.68 31

    JN5 70 60 2.82 1.3 1.8 9.1 70.2 0.50 31

    : dip direction, : dip, X: true spacing, L: persistence, e: aperture, JRC: Joint Roughness Coefficient, JCS: Joint Compressive Strength, r: Schmidt hammer rebound number on

    weathered fracture, R Schmidt rebound number on unweathered surfaces, 8b: basic friction angle, 8p: peak friction angle at low stress calculated from: 8p=2JRC+8b

    Technical Note

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    framework, warm thermal anomalies connected to air circulation

    were detected in correspondence of the open portions of the JN3

    discontinuities delimiting the detected M1, M2, and M3 critical

    masses. The abovementioned discontinuities detected on the ther-

    mograms follow closely the basal planes, as result from the iterative

    procedure for the definition of the maximum credible scenario. This

    interpretation was strengthened by the comparison of the thermo-

    grams with the optical images that confirmed no evidence of water

    flow along the detected discontinuities, also showing that the only

    cooler sectors on the investigated rock mass portions were repre-

    sented by vegetation cover (Fig. 8a). For these reasons, dry condi-

    tions were diagnosed for all M1, M2, and M3 basal slipping planes,

    and the absence of water pressure was considered in the stability

    analysis.

    Stability analysis

    A stability analysis of the main unstable rock masses was carried

    out using the input parameters obtained from the geomechanical

    field survey (Table1), the semiautomatic elaboration of TLS data,

    and the interpretation of TIR thermograms. For a more accurate

    estimate of the safety factor, two different scale approaches were

    adopted by considering the roughness of the basal slipping plane

    obtained at low stress levels, respectively, (1) fine roughnessfrom

    the traditional geomechanicalfield survey data (p=2JRC+b; Barton

    and Choubey1977; Maksimovic1996) (reference dimension=0.1 m,

    see Table 1) and (2) coarse roughnessextracted semiautomatically

    from the TLS data (reference dimension >1 m). Since the investigated

    mechanisms occur under low stress conditions (the maximum thick-

    ness of the potentially slipping blocks are 5, 9, and 12 m for M1, M2,

    and M3, respectively), a frictional resistance of 51 was associated to

    the coarse roughness, calculated by adding the basic friction angle

    (31) to the roughness angle associated to reference cube dimensions

    >1 m (20). Considering the volumes of the rock masses and the

    detected instability mechanisms, a horizontal acceleration of 0.05 g

    due to the possible occurrence of seismic shocks in the Elba island

    area was introduced, as reported in the Italian seismic hazard map

    (http://zonesismiche.mi.ingv.it/). Because of the different shape and

    geometry of the abovementioned masses, two different slope stability

    packages were employed: RocPlane (RocScience2004a) and Swedge

    (RocScience2004b). Since the discontinuities delimiting the investi-

    gated rock masses were all under dry conditions, no water pressure

    effects were considered.

    The stability of M1 (Figs.6cand7a, b) and M2 (Figs.6cand7c,

    d) rock masses, both subject to planar failure mechanism, was

    evaluated through a RocPlane analysis. The geometry of the rock

    masses were reconstructed considering the dip of the basal slip-

    ping plane retrieved from the laser scanning data (48.8 for M1 and

    46 for M2) and the thickness and length of the analyzed portions

    of rock mass extracted from the high-resolution 3-D surface.

    Attributing the parameters obtained from the traditional

    geomechanical survey to the discontinuities (fine roughness anal-

    ysis), safety factors of 1.04 and 1.14 were obtained for seismic and

    non-seismic conditions for M1 and 1.17 and 1.29 for M2 (Table2).

    As for the coarse roughness approach, safety factors of 0.98 and

    1.08 were obtained for M1, for seismic and non-seismic conditions

    respectively, while the corresponding values for M2 were 1.08 and

    1.19 (Table2).

    According to the laser scanning data, the dip angle of M3 basal

    slipping plane is 50.9. The Swedge package was used to investigate

    the stability of this rock mass. The resulting safety factors for the

    fine roughness analysis were 1.19 and 1.26, for seismic and non-

    seismic conditions, respectively, while the coarse roughness anal-

    ysis yielded values of 1.07 (under seismic conditions) and 1.14

    (under non-seismic conditions) (Table2).

    Discussions and conclusions

    The provincial roadway 25 plays a key role in the Elba Island

    (Livorno district, central Italy) transit conditions, representing the

    only linear infrastructure connecting the villages located on the

    island western coastline. Being also part of the Tuscan Archipelago

    a

    1

    23 4

    56 7

    8

    M1 M2M3

    c

    b d

    Figure60

    0

    90

    NORMAL

    OVERHANGING

    N (0)

    S (180)

    N (360)

    E (90)

    W (270)

    Fig. 6 High-definition 3-D surface and maps of the investigated rock slope (a) (dots mark the different scan positions labeled from1to8), while thesquaredelimitatesthe sector where the semiautomatic geomechanical survey was carried out, 3-D surface-related topographic contour lines (0.5-m equidistance) b), slope (c) (dottedcircles locate the more protruding rock mass portions), and aspect (d) (in detail the overhanging portions of a protruding rock mass sector are shown)

    Technical Note

    Landslides 11 & (2014)136

    http://zonesismiche.mi.ingv.it/http://zonesismiche.mi.ingv.it/
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    National Park, this roadway has also a panoramic relevance for

    tourism. A 250-m long stretch of the roadway, located just north of

    the village of Chiessi, in the recent years has been threatened by the

    overlooking steep rock slope, which due to its structural setting and

    degree of fracturing underwent the detachment of rock mass por-

    tions and rock debris, which in some occasions severely damaged

    catchment nets and barriers invading the roadway itself. Considering

    the high level of risk and the need to increase the provincial road

    transit security conditions, especially during the summer period, a

    remote-based procedure was established in order to investigate the

    rock slope instability phenomena.

    Traditional field surveys allowed a detailed reconstruction of the

    complex geostructural setting and the geomechanical properties of the

    investigated area. Five main discontinuity sets were identified and

    quantitatively described according to the ISRM (1978) suggested

    methods. In particular, high persistent slipping planes (constituted

    by EJ belonging to JN3 set) were identified as key discontinuities

    playing an important role in the stability of the investigated rock mass.

    The TLS survey yielded a detailed 3-D remote structural, geo-

    metrical, and geomechanical characterization of the investigated

    rock masses. In particular, a semiautomatic geomechanical char-

    acterization was carried out by means of a Matlab tool called

    DiAna (discontinuity analysis) (Gigli and Casagli2011). In partic-

    ular, DiAna made possible the automatic calculation of six of the

    ten parameters suggested by ISRM for the quantitative description

    of discontinuities (orientation, spacing, persistence, roughness,

    number of sets, and block size). A total of 1,359 planes were

    recognized and clustered according to seven different discontinu-

    ity sets, which density contour lines showed to be very similar to

    those obtained by means of traditional surveys. Therefore, the

    semiautomatic geomechanical survey improved the rock mass

    structural characterization, adding two more discontinuity sets

    to the five detected by means of the traditional field survey

    (Fig.3a). TLS data elaboration provided high-resolution 3-D surface

    and morphological slope steepness and aspect 3-D maps, in order to

    detect the more protruding rock mass sectors. This led to the recog-

    nition of three critical rock masses (namely M1, M2, and M3) and to

    the calculation of their shape and volume. The obtained TLS 3-D

    products also provided reference morphological maps useful for

    both further detailed field inspections and the design and the

    Fig. 7 Optical images of the unstable

    rock masses taken from the digital

    camera integrated in the laser

    scanner device from different

    scanning positions (A=M1; C=M2;E=M3); related 3-D digital modelwith the detected basal and lateral

    slipping planes (B,D, andF)

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    location planning of possible future restoration works. The investi-

    gated area showed favorable logistic conditions; in fact, the roadwayat the foot of the rock slope investigated wasfundamental in carrying

    out up-close the field inspections, the TLS, and the TIR surveys. Had

    this condition not existed, the point cloud resolution would not

    probably have been high enough for such detailed analyses.

    The TIR survey, together with the TLS semiautomatic analysis, led

    to a more detailed remote 3-D rock mass geomechanical characteri-

    zation and provided more accurate input parameters for the stability

    analysis, with regards to the absence of water pressure. The geometric

    and mechanical parameters retrieved from the traditional field sur-

    veys, the semiautomatic geomechanical data interpretation, and the

    TIR survey were used as input data for a detailed stability analysis.

    As for the proposed application, two different approaches were

    carried out by considering the fine and coarse roughness of the

    basal slipping plane, extracted from the field, and the laser scan-

    ning data, respectively. Due to the dry condition diagnosed for theinvestigated key discontinuities, no water pressure was consid-

    ered. Finally, because of the different shape, geometry, and failure

    mechanism of the abovementioned masses, two different slope

    stability packages were employed: RocPlane (RocScience 2004a)

    for M1 (which is subject to planar failure mechanism) and Swedge

    (RocScience2004b) for M3 (which is subject to wedge failure).

    The obtained factors of safety for the investigated rock masses

    were quite low; with regards to M1, they range from 0.98 (coarse

    roughness approach with horizontal acceleration) to 1.14 (fine

    roughness analysis in absence of seismic conditions), while M2

    presents slightly higher values (ranging from 1.08 to 1.29), mainly

    due to a less steep basal plane. Regarding M3, the factor of safety

    values range from 1.07 (coarse roughness approach with horizontal

    Table 2 Factor of safety values from the stability analysis

    Fine roughness Coarse roughness

    Seismic Non-seismic Seismic Non-seismic

    M1 1.04 1.14 0.98 1.08

    M2 1.17 1.29 1.08 1.19

    M3 1.19 1.26 1.07 1.14

    a ab

    c

    A1 B1

    C1

    Fig. 8 Mosaicked thermal images of the detected unstable rock masses (A=M1,B=M2, andC=M3) acquired around 1 p.m.Dotted linesmark the basal slipping planes;white squares on the thermogram allow a comparison with the correspondent sectors in the optical images (A1,B1, andC1), acquired by the built-in digital camera

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    acceleration) to 1.26 (fine roughness analysis in absence of seismic

    conditions). The factor of safety calculated for M3 resulted a little

    higher than the one obtained from M1, despite the higher dipping

    angle of the basal plane. This was due to the lateral discontinuity

    plane slightly counteracting the wedge failure, as the sliding takes

    place along the intersection line of these two planes. The fine

    roughness approach led to slightly higher safety factors when

    compared to the coarse roughness one.

    The volumes calculated for M1, M2, and M3 masses and thecorresponding obtained low factors of safety enhanced the defini-

    tion of the risk scenarios in the study area; in addition to the high

    risk for both human life and transit conditions, the eventual

    failure of any of the three unstable masses would cause a rockslide

    that would severely damage the roadway itself. Considering the

    steepness of the study area rock slope, the nearness of the coast-

    line, and the volumes of materials involved, any of the aforemen-

    tioned rock slides would also impact the seaside causing a small

    tsunami, locally determining high risk for the local navigation and

    bathing, especially during the summer period.

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    G. Gigli ()):

    W. Frodella:

    F. Garfagnoli:

    S. Morelli:

    F. Mugnai:

    F. Menna:

    N. CasagliDepartment of Earth Sciences, University of Firenze,

    Florence, Italy

    e-mail: [email protected]

    Technical Note

    Landslides 11 & (2014)140


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