Avalanse Irlanda

download Avalanse Irlanda

of 16

Transcript of Avalanse Irlanda

  • 7/29/2019 Avalanse Irlanda

    1/16

    O R I G I N A L P A P E R

    Avalanche risk assessment for mountain roads: a case

    study from Iceland

    Maria Wastl Johann Stotter Hannes Kleindienst

    Received: 24 November 2008 / Accepted: 23 December 2010 / Published online: 6 January 2011 Springer Science+Business Media B.V. 2011

    Abstract This paper presents an assessment of the avalanche hazard potential and the

    resulting risks on mountain roads for a 38.7-km-long section of road no 76 (Siglu-

    fjararvegur) in northern Iceland following a regional scale approach developed in the

    Alps. The assessment of the individual avalanche death risk proved applicable to distin-

    guish areas of avalanche hazard with a risk above the accepted level, which should be

    given priority in following detailed investigations and the planning of possible protective

    measures, from road sections where the avalanche death risk is low and accepted accordingto international practice. The cumulative individual and collective avalanche death risks in

    the investigated road section provide a comparable measure for assessing the avalanche

    hazard both within the Icelandic public road network and on an international scale. The

    case study on road no 76 in northern Iceland shows that a standardised regional scale risk-

    based approach is practical to determine, analyse and assess the avalanche hazard situation

    on mountain roads in Iceland and guarantees comprehensible, reproducible and compa-

    rable results as a basis for a sustainable planning of measures.

    Keywords Risk assessment Avalanche hazard Mountain roads Iceland

    M. Wastl (&)Department of Geography, Institute for Integrated Natural Sciences, Koblenz University,Universitatsstrae 1, 56070 Koblenz, Germanye-mail: [email protected]

    URL: http://www.uni-koblenz-landau.de/koblenz/fb3/ifin/geographie

    J. StotterInstitute of Geography, University of Innsbruck, Innrain 52, 6020 Innsbruck, Austria

    H. KleindienstGRID-IT Gesellschaft fur angewandte Geoinformatik mbH, Technikerstrae 21a,6020 Innsbruck, Austria

    123

    Nat Hazards (2011) 56:465480DOI 10.1007/s11069-010-9703-6

  • 7/29/2019 Avalanse Irlanda

    2/16

    1 Background and aim of the investigation

    While the management of avalanche hazards in settlements follows operational stand-

    ardised procedures in Iceland (see e.g. Arnalds et al. 2004; Johannesson 2004; Jonasson

    et al. 1999; Jonsson 2002; http://www.vedur.is/ofanflod/log/), there are no comparableapproaches for a systematic survey and assessment of the avalanche hazard situation and a

    sustainable planning of measures for roads. This investigation presents a regional scale

    assessment of the avalanche hazard potential and its related risks on mountain roads for a

    case study in northern Iceland.

    The total length of the public road network in Iceland is ca. 13,000 km (http://www.

    vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%

    BDsing_01-03-2010.pdf), mostly low-volume roads outside built-up areas. About

    10,500 km of these roads are open all year. Substantial parts of the Icelandic public road

    network e.g. in central northern Iceland, north-western and eastern Iceland lie in alpine

    mountain areas and are affected by avalanches. Though the resulting road maintenancecosts are considerable, there is no general overview of the avalanche hazard situation up to

    now. (Fig. 1)

    The aim of the investigation is to describe and assess the generalised avalanche hazard

    situation and its related risks on roads outside built-up areas following a regional scale

    approach.

    The approach is calibrated by a detailed investigation into the 38.7-km-long section of

    road no 76 (Siglufjararvegur) from Siglufjorur to Straumnes in northern Iceland (Fig. 2).

    The results are documented in maps indicating the avalanche hazard potential for specific

    road sections, a report with the risk assessment and recommendations and an informationsystem, all together providing a basis for detailed planning.

    To guarantee that investigations following the developed approach are feasible and

    affordable for all rural roads in Iceland and reduce time-consuming and expensive field-

    work to a minimum, the investigation needs to be mainly based on already existing data

    most of which are available at the Icelandic Road Administration (Vegagerin), the Ice-

    landic Meteorological Office (Veurstofa Islands) and the National Land Survey of Iceland

    (Landmlingar Islands).

    Fig. 1 Road no 76 in northern Iceland

    466 Nat Hazards (2011) 56:465480

    123

    http://www.vedur.is/ofanflod/log/http://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vedur.is/ofanflod/log/
  • 7/29/2019 Avalanse Irlanda

    3/16

    This paper describes the practical application of a regional scale risk-based avalanche

    hazard assessment for mountain roads in Iceland meeting these preconditions.

    2 Investigated road section

    Road no 76 is classified as a highway and tarred. The mean traffic densities along the

    investigated section of the road are between ca. 250 and 370 cars per day in the annual

    average, with ca. 400540 cars per day during the summer (June to September) and ca.

    150270 cars per day during the winter months (December to March), based on the census

    from 2008 (http://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/

    Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdf).

    Figure 2 shows the investigated section of road no 76. For the assessment of the ava-

    lanche hazard situation, it was divided into six subsections (road sections 911941 in the

    map).

    Fig. 2 Investigated section of road no 76 from Siglufjorur to Straumnes. The orange line marks theboundary of the catchments of the streams crossing the road, the blue dots indicate the meteorologicalstations used in this investigation

    Nat Hazards (2011) 56:465480 467

    123

    http://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdf
  • 7/29/2019 Avalanse Irlanda

    4/16

    3 Avalanche hazard assessment

    3.1 Method

    Due to the specifications stated in the objectives (see Sect. 1) and the requirements of theregional scale and the resulting detail in the determination of areas affected by avalanche

    hazards, an approach was adopted which had been developed in the Eastern Alps in recent

    years (see http://bfw.ac.at/iym/pdf/ziegner.pdf; http://www.tirol.gv.at/fileadmin/www.tirol.

    gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdf). In addi-

    tion to the natural hazard zone maps on the planning level with scales C1:10,000, a

    preceding regional scale overview level with scales B1:25,000 has been introduced in

    Austria, Germany and Italy. This approach aims at increasing the efficiency and effec-

    tiveness in natural hazard management by maximising the use of existing data (maps,

    reports, scientific investigations, etc.) and reducing time-consuming and expensive field-

    work to a minimum. Models which are specially adapted to the requirements of a regionalscale are applied to provide comprehensible, reproducible and comparable results, which

    help to assign priorities in the planning of measures.

    3.2 Data bases

    To guarantee that the developed approach can be applied to all classified roads in Iceland,

    the investigation was mainly based on already existing data most of which are available at

    the offices of

    the Icelandic Road Administration, i.e.(1) digital colour orthophotos with a resolution of 0.5 m and

    (2) digital 5 m contour lines

    for the areas around the road.

    The mosaic of the digital colour orthophotos provides the background for 3D-views of

    the investigated road sections and the detailed maps of the results (see Sect. 3.3).

    the Icelandic Meteorological Office, i.e.

    meteorological data of stations in or close to the investigation area: Sauanesviti

    (66

    11

    0

    N, 18

    57

    0

    W, 30 m a.s.l.), Skeisfoss (66

    00

    0

    N, 19

    01

    0

    W, 84 m a.s.l.) andSiglunes (66120N, 18510W, 8 m a.s.l.) (see Fig. 2).

    the National Land Survey of Iceland, i.e.

    (1) topographic maps Iceland-Island 1:50,000 and

    (2) black and white aerial photographs.

    Stereo pairs of these aerial photographs provided the basis for mapping potential

    starting areas of avalanches above the investigated section of road no 76 before going into

    the field (see Sect. 3.3).

    Orthophotos of a resolution of 1.0 m were produced from the black and white aerial

    photographs by means of the software PCI OrthoEngine.

    For this investigation, a digital terrain model (DTM) was produced using ARC-GIS. It is

    based on the digitised contour lines (interval 20 m) and geodetic points of the 1:50,000

    maps for the whole investigation area and the digital 5-m contour lines provided by the

    Icelandic Road Administration for parts of the area along the investigated section of road

    no 76. The elevation data of the 5-m contours were used where available. This improved

    468 Nat Hazards (2011) 56:465480

    123

    http://bfw.ac.at/iym/pdf/ziegner.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://bfw.ac.at/iym/pdf/ziegner.pdf
  • 7/29/2019 Avalanse Irlanda

    5/16

    DTM provided the basis for modelling the investigated processes, which guarantees a high

    quality of the modelling results for the areas around the road.

    In addition, these data studies on the general geological background (Gumundsson

    et al. 2001; Hafliason 1982) as well as previously made reports on the investigated road

    section (Jarfristofa AGVST, BAH Ragjof 1999; Smundsson et al. 2004) wereavailable for this assessment. The latter, however, concentrate on an area of active sagging

    and do not provide information on the avalanche hazard situation.

    3.3 Applied model

    Objective of the modelling part of the investigation was the determination and outline of

    areas affected by avalanche processes for the section of road no 76 from Siglufjorur to

    Straumnes.

    Potential starting areas of avalanches were mapped based on stereo pairs of the aerial

    photographs (see Sect. 3.2) for the areas above the road. These maps were checked andcompleted in the field. Areas of active avalanche processes could be identified by damage

    to the vegetation, missing sods or eroded patches of soil. In some cases, remains of snow or

    debris left by avalanches could be found. Boulders deposited by the avalanches were

    mapped as indicators for the extents of the accumulation areas. Additional information on

    the run-out distance was provided by ruins of farm buildings which had been destroyed by

    an avalanche (Engidalur). The ground-truthed maps were digitised and transferred to a GIS

    dataset.

    The starting areas were checked and partly expanded by means of a disposition model

    using functionalities of geographical information systems. On the regional scale, the mostimportant criterion for the determination of the starting areas is the slope of the terrain.

    Potential starting lines of avalanches are defined as the upper boundaries of areas with

    slopes between 28 and 50.

    The resulting dataset of potential avalanche starting areas was the basis for modelling

    the accumulation areas using the model GRID-aval.

    The avalanche model GRID-aval (Grid-based Trajectory Avalanche Model) is a two-

    dimensional model to calculate the run-out distance of flow avalanches on a regional scale

    (see Stotter et al. 2006). It is based on the approach of Lied and Bakkehi ( 1980) and

    determines the maximum run-out distance in a topographic-statistical way. The model

    describes the run-out distance of an avalanche by means of an angle a which is a functionof the angle between the starting point and the point at which the avalanche track reaches

    an angle of 10.

    The model calculates the run-out distance of an avalanche starting from a given line

    by means of an estimated slope with the angle a. This estimated slope describes the loss

    of energy of the avalanche during the flow process. Thus, the difference between the real

    slope of the terrain surface and the estimated slope gives the corresponding kinetic

    energy, which, in a following step, can be used as input data for the modelling of the

    flow paths. The angle a is determined on the basis of a statistical analysis of known

    avalanche events.For this assessment, a was derived from the statistical analysis of 45 avalanche events

    in Iceland by Johannesson (1998).This investigation gives a mean value for a of 23.62

    with a standard deviation of 3.19 (a = 23.62, r = 3.19, n = 45). The minimum value

    for a in the Siglufjorur area (n = 7) is 21. On this basis, an estimated slope of 23.62

    (mean) and a lower limit of 20.43 (mean minus one standard deviation) were used in

    the calculations.

    Nat Hazards (2011) 56:465480 469

    123

  • 7/29/2019 Avalanse Irlanda

    6/16

    The avalanche track is determined by means of a vector-orientated model on the basis of

    orientation and slope data from the digital terrain model. The influence of topography on

    the calculated avalanche tracks is determined by a weighting factor (topoweight). A

    topoweight value of 1 stands for a motion close to that of a ball while a very high value

    represents the motion characteristics of water. A further model parameter (widening)defines the lateral extension of the avalanche from the calculated tracks. In model calcu-

    lations made so far, topoweight values between 5 and 7 and a widening of 0.005 have given

    good results. The output of this modelling is a sequence of points in three-dimensional

    coordinates.

    The modelled avalanche accumulation areas were printed out against the background of

    the topographic maps and the colour orthophotos (see Sect. 3.2) and compared with the

    extents of the avalanche accumulation areas mapped in the field. These checked and

    corrected data provided the basis for assessing the avalanche hazard for the investigated

    road section.

    Based on the findings in the field and the modelling results, two avalanche hazard levelsare distinguished:

    (1) Avalanche hazard level 1 is based on an estimated slope of 23.62, which is the

    statistical mean of the analysis of 45 avalanche events in Iceland by Johannesson

    (1998).

    Areas of avalanche hazard level 1 can be reached by avalanches under unfavourable

    conditions.

    (2) Avalanche hazard level 2 is based on an estimated slope of 20.43, which is the mean

    minus one standard deviation in the analysis by Johannesson (1998), and indicatesareas that can be reached by avalanches under extremely unfavourable conditions

    (worst case assumption).

    There are, however, no records of avalanches for the investigated road which could

    provide empirical evidence for the assumptions on these avalanche hazard levels.

    Figure 3 shows an example of the modelled avalanche tracks and the extent of the

    accumulation areas, which are the outer boundaries of all cells reached by the avalanche

    tracks, for avalanche hazard levels 1 and 2, respectively.

    While the validation of run-out distances is not possible due to the limitations of the

    available data, the avalanche hazard levels reflect the topographic situation of the affectedroad sections, where the slopes with the avalanche tracks extend down to the coastline (see

    Fig. 1). Thus, all modelled avalanche tracks that reach or cross the road cause an avalanche

    hazard in these areas irrespective of their exact run-out distances.

    3.4 Results

    In the investigated part of road no 76 between Siglufjorur and Straumnes, there are 18

    areas of avalanche hazard level 1 (see Table 1) and 25 areas of avalanche hazard level 2

    (see Table 2).

    The areas of avalanche hazard level 1 lie between Siglufjorur and km 13.32, i.e. in

    road sections 911, 912 and 921 (see Fig. 2). Altogether, 6.81 km of these northern three

    sections can be reached by avalanches under unfavourable conditions (Figs. 4, 5, 6).

    Especially, road sections 911 and 912 are almost entirely areas of avalanche hazard level 1

    with 14 avalanche tracks, some of which very broad, crossing this part of the road.

    470 Nat Hazards (2011) 56:465480

    123

  • 7/29/2019 Avalanse Irlanda

    7/16

    Fig. 3 Modelled avalanche tracks and accumulation areas for avalanche hazard levels 1 (dark blue) and 2(light blue) (Stotter et al. 2006)

    Table 1 Areas of avalanchehazard level 1 on road no 76 fromSiglufjorur to Straumnes

    The total length of the areas ofavalanche hazard level 1 is6.81 km

    No Road km fromSiglufjorur

    1 00.39

    2 0.881.08

    3 1.391.46

    4 1.502.00

    5 2.082.17

    6 3.194.43

    7 4.795.03

    8 5.095.29

    9 5.395.66

    10 5.715.73

    11 5.887.32

    12 7.457.48

    13 7.587.99

    14 8.539.20

    15 9.549.82

    16 11.0911.41

    17 12.2212.39

    18 13.0513.32

    Nat Hazards (2011) 56:465480 471

    123

  • 7/29/2019 Avalanse Irlanda

    8/16

    The areas of avalanche hazard level 1 in section 921 are limited to four comparativelyshort parts of the road.

    West of km 13.32 the slopes along road no 76 are less steep and less high. There are

    steep and high slopes in road section 941 (see Fig. 2). These are, however, so far away

    from the road that the modelled accumulation areas for avalanche hazard level 1 of the four

    potential avalanches in this section do not reach the road (see Fig. 7).

    Table 2 Areas of avalanchehazard level 2 on road no 76 fromSiglufjorur to Straumnes

    The total length of the areas ofavalanche hazard level 2 is8.99 km

    No Road km fromSiglufjorur

    1 00.42

    2 0.881.083 1.382.17

    4 3.174.54

    5 4.695.06

    6 5.095.30

    7 5.395.66

    8 5.715.73

    9 5.867.38

    10 7.438.03

    11 8.529.23

    12 9.509.82

    13 11.0811.44

    14 11.9612.15

    15 12.2112.46

    16 13.0313.35

    17 13.4513.52

    18 13.6113.63

    19 13.7713.83

    20 13.9514.05

    21 14.1014.18

    22 14.2114.24

    23 31.9932.66

    24 35.7435.76

    25 35.8335.85

    Fig. 4 Areas of avalanchehazard for avalanche hazard

    levels 1 (dark blue) and 2 (lightblue) in road section 911: km03.2Siglufjorur to thenorthernmost point of road no 76

    472 Nat Hazards (2011) 56:465480

    123

  • 7/29/2019 Avalanse Irlanda

    9/16

    The modelled accumulation areas of avalanches for avalanche hazard level 2 are gen-erally larger than those of avalanche hazard level 1. The areas of avalanche hazard level 2

    thus usually form a band around the areas of avalanche hazard level 1 (see Fig. 3).

    For road sections 911, 912 and 921, this means that 8.28 km of the road can be reached

    by avalanches under extremely unfavourable conditions (worst case assumption). While in

    road sections 911 and 912 with their extensive areas of avalanche hazard level 1, there are

    only small further areas of avalanche hazard level 2, ten additional avalanches reach the

    road in section 921 under the conditions of avalanche hazard level 2. The total extent of the

    areas of avalanche hazard level 2 in this road section remains however limited.

    Three further areas of avalanche hazard level 2 lie in road section 941 (Fig. 7).

    4 Risk assessment

    The assessment of the avalanche risk for the investigated section of road no 76 is based on

    investigations by Wilhelm (1997, 1998, 1999) in the Alps. This approach has been applied

    Fig. 5 Areas of avalanche hazard for avalanche hazard levels 1 (dark blue) and 2 (light blue) in roadsection 912: km 3.29.5northernmost point of road no 76 to Skrinavk

    Fig. 6 Areas of avalanche hazard for avalanche hazard levels 1 (dark blue) and 2 (light blue) in roadsection 921: km 9.518.7Skrinavk to south of Hraun

    Fig. 7 Areas of avalanche hazard (avalanche hazard level 2) in road section 941: km 31.138.7pipe 510to road to Straumnes

    Nat Hazards (2011) 56:465480 473

    123

  • 7/29/2019 Avalanse Irlanda

    10/16

    e.g. to high alpine pass roads in Switzerland (Margreth et al. 2003), to mountain roads in

    Italy (Zischg et al. 2004, 2005) and Austria (Gufler 2007; Huttenlau 2004) and to roads in

    Norway (Kristensen et al. 2003). For the study on road no 76 between Siglufjorur and

    Straumnes, it was adapted to comply with the data availability of the regional scale.

    According to this approach, there is a distinction between (1) the individual risk and thecollective risk for the society for each area of avalanche hazard and (2) the cumulative

    individual and collective risks for the investigated road section.

    The individual death risk (1.1), collective death risk (1.2), cumulative individual death

    risk (2.1) and cumulative collective death risk (2.2) can be determined by the following

    equations:

    rind i 1

    Ti

    gi zivi 24h

    k 1:1

    rcol i

    1

    Ti

    gi WDT

    vi 24h b k 1:

    2

    rind sum Xn

    i1

    rind i zi

    24hXn

    i1

    gi

    Ti vi k 2:1

    rcol sum Xn

    i1

    rcol i WDT b

    24hXn

    i1

    gi

    Ti vi k 2:2

    with

    rind_i for individual death risk for avalanche hazard area i [1/years],rcol_i for collective death risk for avalanche hazard area i [deaths/year],

    rind_sum for cumulative individual death risk for n areas of avalanche hazard [1/

    years],

    rcol_sum for cumulative collective death risk for n areas of avalanche hazard

    [deaths/year],

    Ti for mean return period of the avalanche [years],

    gi for width of the area of avalanche hazard [km],

    zi for number of passages per day,

    vi for mean velocity in the investigated road section [km/h],

    k for mean death rate in cars involved in avalanches,WDT for average daily winter traffic [cars],

    for degree of occupancy [persons/car] and

    i = 1, 2,,n areas of avalanche hazard

    As the input data required for these equations are only partly available for the inves-

    tigated section of road no 76, the following assumptions are made for the risk assessment.

    Based on the census from 2008 (http://www.vegagerdin.is/vefur2.nsf/Files/umferd_

    thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_

    2008.pdf), an average traffic density (WDT) of 270 cars is used for road no 76 between

    Siglufjorur and the tunnel (see Fig. 4) during the winter months and a WDT of 150 carsfor the section of the road from the tunnel to Straumnes. The number of passages (zi) is

    assumed to be one for the areas of avalanche hazard from the northern end of the tunnel to

    Straumnes, and 1.75 between Siglufjorur and the southern end of the tunnel as part of the

    cars moving in this section of the road reflect local traffic from Siglufjorur. There are no

    474 Nat Hazards (2011) 56:465480

    123

    http://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdf
  • 7/29/2019 Avalanse Irlanda

    11/16

    data on the mean velocity (vi) and degree of occupancy () of the cars. For this assessment,

    the former is estimated to be 60 km/h and the latter two persons/car.

    Data on the death rate in cars hit by avalanches (k) are not available in Iceland.

    According to the statistical analyses of avalanche accidents on roads in Switzerland by

    Wilhelm (1999), 18% of the people who are hit by avalanches in their cars die. For moreremote areas with unfavourable topographic characteristics in Norway, Kristensen et al.

    (2003) assume a death rate of 40% for avalanche accidents due to longer rescue times. On

    road no 76, the distance between the settlements of Siglufjorur and Hofsos from where

    rescue operations could start is about 60 km. Therefore, long rescue times should not have

    a particular effect on the death rate in the investigated section of this road, and a death rate

    of 18% as determined by Wilhelm (1999) is used in the assessment of the avalanche risk.

    The length of the road sections affected by avalanches (gi) is derived from the modelled

    areas of avalanche hazard (see Sect. 3.4).

    The most difficult assumption concerns the mean return period (Ti) of the avalanches as

    avalanche inventories are not available. Against this background, three groups of returnperiods are distinguished on the basis of the reconstructed areas of avalanche hazard (see

    Sect. 3.3):

    (1) Avalanches with a long return period (Ti = 100)

    These are avalanches which reach the road only under extremely unfavourable condi-

    tions as defined for avalanche hazard level 2 (see Sect. 3.3).

    (2) Avalanches with a short return period (Ti = 10)

    These are avalanches for which the reconstructed areas of avalanche hazard level 1 (seeSect. 3.3) reach far beyond the road and which thus come down to the road even in the case

    of relatively small events.

    (3) Avalanches with a medium return period (Ti = 30)

    These are avalanches for which the reconstructed areas of avalanche hazard level 1 (see

    Sect. 3.3) reach only little beyond the road and which thus only seldom come down to the

    road.

    The assessment of the individual death riskrind_i [1/years] for each area of avalanche

    hazard on road no 76 from Siglufjorur to Straumnes identifies three areas of ava-

    lanche hazard with an rind_i greater than 1 9 10-5 (orange colouring in Table 3).

    These sections should be given priority for following detailed investigations and the

    planning of possible protective measures. Twelve areas of avalanche hazard have an

    rind_i between 1 9 10-5 and 1 9 10-6 (yellow colouring in Table 3), while in the

    rest of the areas of avalanche hazard the rind_i is less than 1 9 10-6.

    The results in Table 3 show that both the individual death risk rind_i [1/years] and the

    collective death riskrcol_i [deaths/year] are very sensitive to the lengths of the road sections

    in the areas of avalanche hazard. In the cases with an rind_i greater than 1 9 10-6 the

    modelled areas of avalanche hazard are often very wide and thus affect long sections of the

    road. If it is assumed, however, that not all avalanche events reach the maximum possible

    extent the result looks different. For an event reaching half of the maximum possible

    modelled width the rind_i remains below 1 9 10-5 everywhere in the investigated road

    section and exceeds 1 9 10-6 in eleven areas of avalanche hazard altogether.

    The cumulative individual death riskrind_sum [1/years] for all areas of avalanche hazard

    on road no 76 between Siglufjorur and Straumnes, under the assumptions stated above

    Nat Hazards (2011) 56:465480 475

    123

  • 7/29/2019 Avalanse Irlanda

    12/16

    and for the case that no measures of avalanche prevention or control or temporary closing

    of the road are taken, is 9.314 9 10-5. The cumulative collective death risk rcol_sum[deaths/year] for the investigated road section is 0.0282, or one avalanche death in

    36 years.

    Table 3 Individual death risk rind_i [1/years], collective death risk rcol_i [deaths/year], cumulative indi-vidual death riskrind_sum [1/years] and cumulative collective death riskrcol_sum [deaths/year] for road no 76from Siglufjorur to Straumnes with gi for width of the area of avalanche hazard [km], Ti for mean returnperiod of the avalanche [years], zi for number of passages per day, vi for mean velocity in the investigatedroad section [km/h], k for mean death rate in cars involved in avalanches, WDT for average daily winter

    traffic [cars] and for degree of occupancy [persons/car]

    Road km gi

    [km]Ti

    [years]zi vi

    [km/h] WDT

    [cars]

    [persons/car]rind_i

    [1/years]rcol_i

    [deaths/year]0.00-0.39 0.39 10 1.75 60 0.18 270 2 0,00000853 0,00263250

    0.39-0.42 0.03 100 1.75 60 0.18 270 2 0,00000007 0,00002025

    0.88-1.08 0.20 10 1.75 60 0.18 270 2 0,00000438 0,00135000

    1.38-1.39 0.01 100 1.75 60 0.18 270 2 0,00000002 0,00000675

    1.39-1.46 0.07 10 1.75 60 0.18 270 2 0,00000153 0,00047250

    1.46-1.50 0.04 100 1.75 60 0.18 270 2 0,00000009 0,00002700

    1.50-2.00 0.50 10 1.75 60 0.18 270 2 0,00001094 0,00337500

    2.00-2.08 0.08 100 1.75 60 0.18 270 2 0,00000018 0,00005400

    2.08-2.17 0.09 10 1.75 60 0.18 270 2 0,00000197 0,00060750

    3.17-3.19 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    3.19-4.43 1.24 10 1 60 0.18 150 2 0,00001550 0,00465000

    4.43-4.54 0.11 100 1 60 0.18 150 2 0,00000014 0,000041254.69-4.79 0.10 100 1 60 0.18 150 2 0,00000013 0,00003750

    4.79-5.03 0.24 10 1 60 0.18 150 2 0,00000300 0,00090000

    5.03-5.06 0.03 100 1 60 0.18 150 2 0,00000004 0,00001125

    5.09-5.29 0.20 10 1 60 0.18 150 2 0,00000250 0,00075000

    5.29-5.30 0.01 100 1 60 0.18 150 2 0,00000001 0,00000375

    5.39-5.66 0.27 10 1 60 0.18 150 2 0,00000338 0,00101250

    5.71-5.73 0.02 10 1 60 0.18 150 2 0,00000025 0,00007500

    5.86-5.88 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    5.88-7.32 1.44 10 1 60 0.18 150 2 0,00001800 0,00540000

    7.32-7.38 0.06 100 1 60 0.18 150 2 0,00000008 0,00002250

    7.43-7.45 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    7.45-7.48 0.03 30 1 60 0.18 150 2 0,00000013 0,00003750

    7.48.7.58 0.10 100 1 60 0.18 150 2 0,00000013 0,00003750

    7.58-7.99 0.41 10 1 60 0.18 150 2 0,00000513 0,00153750

    7.99-8.03 0.04 100 1 60 0.18 150 2 0,00000005 0,00001500

    8.52-8.53 0.01 100 1 60 0.18 150 2 0,00000001 0,00000375

    8.53-9.20 0.67 10 1 60 0.18 150 2 0,00000838 0,00251250

    9.20-9.23 0.03 100 1 60 0.18 150 2 0,00000004 0,00001125

    9.50-9.54 0.04 100 1 60 0.18 150 2 0,00000005 0,00001500

    9.54-9.82 0.28 10 1 60 0.18 150 2 0,00000350 0,00105000

    11.08-11.09 0.01 100 1 60 0.18 150 2 0,00000001 0,00000375

    11.09-11.41 0.32 30 1 60 0.18 150 2 0,00000133 0,00040000

    11.41-11.44 0.03 100 1 60 0.18 150 2 0,00000004 0,00001125

    11.96-12.15 0.19 100 1 60 0.18 150 2 0,00000024 0,00007125

    12.21-12.22 0.01 100 1 60 0.18 150 2 0,00000001 0,00000375

    12.22-12.39 0.17 30 1 60 0.18 150 2 0,00000071 0,00021250

    12.39-12.46 0.07 100 1 60 0.18 150 2 0,00000009 0,00002625

    13.03-13.05 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    13.05-13.32 0.27 30 1 60 0.18 150 2 0,00000113 0,00033750

    13.32-13.35 0.03 100 1 60 0.18 150 2 0,00000004 0,00001125

    13.45-13.52 0.07 100 1 60 0.18 150 2 0,00000009 0,00002625

    13.61-13.63 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    13.77-13.83 0.06 100 1 60 0.18 150 2 0,00000008 0,0000225013.95-14.05 0.10 100 1 60 0.18 150 2 0,00000013 0,00003750

    14.10-14.18 0.08 100 1 60 0.18 150 2 0,00000010 0,00003000

    14.21-14.24 0.03 100 1 60 0.18 150 2 0,00000004 0,00001125

    31.99-32.66 0.67 100 1 60 0.18 150 2 0,00000084 0,00025125

    35.74-35.76 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    35.83-35.85 0.02 100 1 60 0.18 150 2 0,00000003 0,00000750

    rind_sum[1/years]/rcol_sum[deaths/year]

    0,00009314

    0,02817800

    Areas of avalanche hazard with an rind_i greater than 1 9 10-5 are marked in orange, those with an rind_i

    between 1 9 10-5 and 1 9 10-6 in yellow

    476 Nat Hazards (2011) 56:465480

    123

  • 7/29/2019 Avalanse Irlanda

    13/16

    This cumulative individual death risk is one order of magnitude less than the value

    determined for the road over the Fluela Pass in the Swiss Alps for the state without safety

    measures by Margreth et al. (2003) (see the comparison of the cumulative individual death

    risk and the cumulative collective death risk on road no 76 between Siglufjorur and

    Straumnes with those on roads in the Alps in Table 4). It is also comparable to or less thanthe cumulative individual death risks found e.g. by Huttenlau (2004) and Gufler (2007) for

    roads in inner Stubai and inner Oetz Valley in Austria, which include the risk reduction by

    permanent measures, or by Zischg et al. (2005) for the Sulden road in Italy. The cumulative

    collective death risk for the investigated section of road 76 is very low compared to

    mountain roads in the Alps.

    5 Conclusions

    According to Wilhelm (1999), the accepted individual avalanche death risk rind_i [1/years]for the user of a public road is\1 9 10-5. Against this background, the assessment of the

    individual death risk for each area of avalanche hazard on road no 76 from Siglufjorur to

    Straumnes can be used to distinguish areas of avalanche hazard with a risk level above the

    critical value, which should be given priority for following detailed investigations and the

    planning of possible protective measures, from road sections where the avalanche death

    risk is low and accepted based on international practice (see Table 3). The calculated risks

    for the investigated section of road no 76 can further be reduced by measures like tem-

    porary closing of parts of the road. This requires, however, a systematic monitoring of the

    development of the avalanche hazard situation along the road.The cumulative individual and collective avalanche death risks in the investigated road

    section, on the other hand, provide a reproducible and comparable measure for assessing

    the avalanche hazard situation and the related risks both within the Icelandic public road

    network and on an international scale (see Table 4). In this context, it is interesting to note

    that the cumulative individual avalanche death riskrind_sum [1/year] determined for road no

    76 between Siglufjorur and Straumnes of 9.314 9 10-5 is equal to the average traffic

    mortality rate in Iceland in the last 10 years, i.e. 9 9 10-5 (http://www.us.is/id/4219).

    The investigation into the avalanche hazard situation and the related risks on road no 76

    between Siglufjorur and Straumnes in northern Iceland shows that a standardised regional

    scale risk-based approach is practical to determine, analyse and assess the avalanchehazard situation on mountain roads in Iceland and guarantees comprehensible, reproduc-

    ible and comparable results, which help to assign priorities in following detailed investi-

    gations and the planning of measures.

    For the natural hazard management, the results of this assessment need to be combined

    with road data (e.g. current and expected traffic volume for various timescales, road

    clearing and maintenance costs for problematic road sections). This allows cost benefit

    analyses as a basis for decisions on protective measures. To meet these requirements, an

    Internet Road Information System was developed (see Stotter et al. 2006).

    In the last decades, Iceland used a lot of money to improve the public road network andthe accessibility of remote communities during the winter (see http://www.

    vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/) often by building tunnels in

    road sections with a high avalanche hazard potential (http://www.vegagerdin.is/vegakerfid/

    jardgong/jardgvegakerf/; http://www.vegagerdin.is/storframkvaemdir/hedinsfjardargong/;

    http://www.vegagerdin.is/storframkvaemdir/oshlidargong/). This was part of a policy to

    provide an equally high level of infrastructure in all parts of the country and thus work

    Nat Hazards (2011) 56:465480 477

    123

    http://www.us.is/id/4219http://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/http://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/http://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/http://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/http://www.vegagerdin.is/storframkvaemdir/hedinsfjardargong/http://www.vegagerdin.is/storframkvaemdir/oshlidargong/http://www.vegagerdin.is/storframkvaemdir/oshlidargong/http://www.vegagerdin.is/storframkvaemdir/hedinsfjardargong/http://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/http://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/http://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/http://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/http://www.us.is/id/4219
  • 7/29/2019 Avalanse Irlanda

    14/16

    against the rural exodus. As a consequence of the current financial crisis in Iceland, public

    spending on the road network has been cut back considerably and will be so for theforeseeable future. Against this background, an approach as it is presented in this paper can

    become even more important both as a basis for a sustainable planning of measures and for

    the communication of risk to the public.

    Acknowledgments This paper is based on a study for the Icelandic Road Administration made at thealpsCentre for natural hazard and risk management GmbH in Innsbruck in cooperation with Lnuhonnunconsulting engineers in Reykjavk. We thank the Icelandic Road Administration and the Icelandic Meteo-rological Office for the provision of data and Dr. Halldor G. Petursson at the Icelandic Institute of NaturalHistory in Akureyri for useful information on the investigated road section. We also thank the reviewers fortheir constructive comments on the paper.

    References

    Arnalds , Jonasson K, Sigursson S (2004) Avalanche hazard zoning in Iceland based on individual risk.Ann Glaciol 38:285290

    Table 4 Comparison of the cumulative individual death risk rind_sum [1/years] and the cumulative col-lective death risk rcol_sum [deaths/year] on road no 76 between Siglufjorur and Straumnes with valuesdetermined for roads in the Alps

    Investigated road section rind_sum [1/years] rcol_sum

    [deaths/year]

    Road no 76 between Siglufjorur andStraumnes, northern Iceland (38.7 km, 25avalanche tracks, 9 km areas of avalanchehazard), without safety measures (this paper)

    9.314 9 10-5 0.0282

    Road over the Fluela Pass, Switzerland(19.3 km, 47 avalanche tracks, endangeredroad length 10.1 km), without safety measures(Margreth et al. 2003)

    8.7 9 10-4 0.70

    Road from Ranalt to the terminal of the StubaierGletscherbahn, inner Stubai Valley, Tyrol,Austria (7.24 km, 16 avalanche tracks), withpermanent measures (Huttenlau 2004)

    3.65.4 9 10-5 0.19860.4252

    Road from Zwieselstein to Obergurgl, innerOetz Valley, Tyrol, Austria (10 km, 10avalanche tracks), with permanent measures(Gufler 2007)

    1.221 9 10-4 1.100

    Road from Zwieselstein to Vent, inner OetzValley, Tyrol, Austria (13 km, 21 avalanchetracks), with permanent measures (Gufler2007)

    4.523 9 10-4 2.378

    Sulden road between Prad and Sulden, OrtlesAlps, Southern Tyrol, Italy (summer road,20 km, 22 avalanche tracks), without safetymeasures (Zischg et al. 2005)

    1.16 9 10-4 0.113

    Sulden road between Prad and Sulden, OrtlesAlps, Southern Tyrol, Italy (winter road,20 km, 17 avalanche tracks), without safetymeasures (Zischg et al. 2005)

    0.0798

    478 Nat Hazards (2011) 56:465480

    123

  • 7/29/2019 Avalanse Irlanda

    15/16

    Johannesson T (1998) Icelandic avalanche runout models compared with topographical models used in othercountries. In: Hestnes E (ed) 25 years of snow avalanche research, vol 203. NGI Publ, Oslo, pp 4352

    Johannesson T (2004) Greining a tni snjofloa sambandi vi takmorkun a notkun husa a vetrarlagi. URToJ200407, Veurstofa Islands, Reykjavk

    Jonasson K, Sigursson S, Arnalds (1999) Estimation of avalanche risk. VIR99001UR01, Veurstofa

    Islands, ReykjavkJonsson T (2002) Httumat og hlutverk Veurstofunnar ljosi httumatsramma Aljoaveurfristof-

    nunarinnar. G02021 VIUR11, Veurstofa Islands, ReykjavkKristensen K, Harbitz CB, Harbitz A (2003) Road traffic and avalanchesmethods for risk evaluation and

    risk management. Surv Geophys 24:603616Lied K, Bakkehi S (1980) Empirical calculations of snow-avalanche run-out distance based on topo-

    graphical parameters. J Glaciol 26:165177Margreth S, Stoffel L, Wilhelm C (2003) Winter opening of high alpine pass roadsanalysis and case

    studies from the Swiss Alps. Cold Reg Sci Tech 37:467482Stotter J, Wastl M, Schoberl F, Lippert J, Sigorsson H, Kleindienst H (2006) GIS-based regional scale

    assessment of the natural hazard potential for roadscase study road no 76 from Siglufjorur toStraumnes, Iceland. In: Strobl J, Roth C (eds) GIS und Sicherheitsmanagement. Wichmann, Heidel-

    berg, pp 97106Wilhelm C (1997) Wirtschaftlichkeit im Lawinenschutz. Methodik und Erhebungen zur Beurteilung von

    Schutzmassnahmen mittels quantitativer Risikoanalyse und okonomischer Bewertung. Mitt EidgenossInst Schnee- und Lawinenforsch 54, Davos

    Wilhelm C (1998) Quantitative risk analysis for evaluation of avalanche protection projects. NGI Publ203:288293 Oslo

    Wilhelm C (1999) Kosten-Wirksamkeit von Lawinenschutzmassnahmen an Verkehrsachsen. Vorgehen,Beispiele und Grundlagen der Projektevaluation. Bundesamt fur Umwelt, Wald und Landschaft (ed)Vollzug Umwelt, Praxishilfe, Bern

    Zischg A, Fuchs S, Stotter J (2004) Uncertainties and fuzziness in analysing risk related to natural hazardsa case study in the Ortles Alps, South Tyrol, Italy. In: Brebbia CA (ed) Risk Analysis IV, ManagementInformation Systems 9, Southampton, pp 523532

    Zischg A, Fuchs S, Keiler M, Stotter J (2005) Temporal variability of damage potential on roads as aconceptual contribution towards a short-term avalanche risk simulation. Nat Haz Earth Sys Sci5:235242

    Online documents

    http://bfw.ac.at/iym/pdf/ziegner.pdfAccessed 17 May 2010http://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-

    06-04-og.pdf Accessed 17 May 2010http://www.us.is/id/4219 Accessed 17 May 2010http://www.vedur.is/ofanflod/log/Accessed 17 May 2010

    http://www.vegagerdin.is/storframkvaemdir/hedinsfjardargong/17 May 2010http://www.vegagerdin.is/storframkvaemdir/oshlidargong/Accessed 17 May 2010http://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/Accessed 17 May 2010http://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%

    A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdf Accessed 17 May 2010http://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_

    01-03-2010.pdfAccessed 17 May 2010http://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/Accessed 17 May 2010

    Unpublished reports and diploma theses

    Gumundsson A, Fahrnberger W, Hallsteinsson H (2001) SiglufjorurOlafsfjorur. Veggong umHeinsfjor. Yfirlit yfir jarfri Trollaskaga og astur til jargangagerar. Jarfristofan ehf.Unni fyrir Vegagerina

    Gufler B (2007) Vergleichende Beurteilung des Lawinenrisikos auf den Verkehrswegen des hinteren Otz-talsUberlegungen zur Schulrelevanz. Diploma thesis, Institute of Geography, University ofInnsbruck

    Hafliason H (1982) Jarfriskyrsla vegna jarsigs a Almenningum vi Siglufjor

    Nat Hazards (2011) 56:465480 479

    123

    http://bfw.ac.at/iym/pdf/ziegner.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://www.us.is/id/4219http://www.vedur.is/ofanflod/log/http://www.vegagerdin.is/storframkvaemdir/hedinsfjardargong/http://www.vegagerdin.is/storframkvaemdir/oshlidargong/http://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/http://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/http://www.vegagerdin.is/vegakerfid/jardgong/jardgvegakerf/http://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/VegskraLysing/$file/Vegaskr%C3%A1_lei%C3%B0arl%C3%BDsing_01-03-2010.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/vefur2.nsf/Files/umferd_thjod_2008_skyrsla/$file/Umfer%C3%B0_%C3%A1_%C3%BEj%C3%B3%C3%B0vegum_2008.pdfhttp://www.vegagerdin.is/upplysingar-og-utgafa/aaetlanir/vegaaetlun/http://www.vegagerdin.is/storframkvaemdir/oshlidargong/http://www.vegagerdin.is/storframkvaemdir/hedinsfjardargong/http://www.vedur.is/ofanflod/log/http://www.us.is/id/4219http://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://www.tirol.gv.at/fileadmin/www.tirol.gv.at/themen/umwelt/wald/schutzwald/downloads/endber-kurzfass-06-04-og.pdfhttp://bfw.ac.at/iym/pdf/ziegner.pdf
  • 7/29/2019 Avalanse Irlanda

    16/16

    Huttenlau M (2004) Risikoanalyse im Hinteren StubaitalTirol. Gefahrenprozess Lawine. Analyse desindividuellen und kollektiven Todesfallrisikos auf der Zufahrtsstrae zur Talstation und Analyse desSchutzdefizits im Bereich des Talstation der Stubaier Gletscherbahn. Diploma thesis, Institute ofGeography, University of Innsbruck

    Jarfristofa AGVST, BAH Ragjof (1999) Greinarger um aurskriu ur Kongsnefi Fljotum

    Smundsson , Petursson HG et al. (2004) Kortlagning a sgi a Siglufjararvegi um Almenninga.Afangaskyrsla

    480 Nat Hazards (2011) 56:465480

    1