An Investigation into the Effects of Material Properties on Shear Wave Velocity in Rocks/Soils

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Geotechnical and Geophysical Site Characterisation 5 Lehane, Acosta-Martínez & Kelly (Eds) 2016 Australian Geomechanics Society, Sydney, Australia, ISBN 978-0-9946261-2-7 An Investigation into the Effects of Material Properties on Shear Wave Velocity in Rocks/Soils N. Campbell Jacobs, Brisbane, Australia C. Fenton University of Canterbury, Christchurch, New Zealand S. Tallett-Williams Imperial College London, London, United Kingdom ABSTRACT: The shear wave velocity (Vs) in the near surface geology has many uses in seismic design including site classification, ground motion prediction equations and evaluation of liquefaction resistance. Vs also allows assessment of rippability, small strain stiffness and verification of soil improvement work. As part of a broader study into site classification for hazard assessment in the United Kingdom, a database of Vs results from around the world was compiled to investigate the effect of different material parameters on Vs. Through statistical analysis, the effect of origin, fracture spacing and weathering state was explored for rock materials tested in both the laboratory and field. The database of soil results was examined to assess the effects of depositional environment. From the dataset analysed, weathering class has the greatest effect; there is a 52% decrease in Vs for rock as the weathering increases from slightly to moderately weathered. The effect of the depositional environment of soils shows that diverse transportation and deposition processes (wind, water, gravity, glacial or in situ) result in different levels of variability in Vs records. This is related to the degree of grading. 1 INTRODUCTION The shear wave velocity (Vs) of geological materials has become an important input for earthquake seismic design, where it is primarily used to categorise seismic site conditions. Borcherdt et al. (1991) showed a correlation between the average shear wave velocity in the top 30m (Vs30) and the amplification of ground motion. This led to the development of site classification schemes based on Vs measurements used worldwide. As part of a project aiming to improve site classification for hazard assessment in low seismicity countries, the effects of geological history on Vs for differing rock types was investigated. This involved: a) Compilation of a database of Vs values obtained from studies globally, to understand the controlling factors for Vs in different geological units b) Investigation of the relationships among depositional environment, geological age and other factors with Vs. Results from site investigations that included both Vs data directly from in situ testing and the corresponding invasive, geological information were obtained from multiple sources and national databases (Table 1). Correlations with standard penetration test (SPT) results were not considered. These results were then rationalised to account for differences in local/national terminology and classification standards. This was required to ensure consistency between the results. Where this could not be performed (i.e., the reference standard was unavailable), the data was analysed separately, so as not to mix potentially incompatible Vs data. Each record collected for the database contains a Vs measurement with corresponding depth and a borehole log, providing details of the subsurface materials, ideally including; the material name, USCS classification, structure (bonding, cementation, laminations, stratification), origin (e.g., alluvial, residual, colluvium, aeolian) and geological age. For rock tests, the degree of weathering and fracture spacing was also recorded. 2 DATABASE In order to investigate the influence of various physical properties on Vs, a statistically significant quantity of data was required to be sourced and analysed. 849

Table 1. Sources of V s data Source Method No. of sites United Kingdom (Campbell, 2014) San Francisco Bay (Gibbs et al., 1975, 1977) LA County and Oxnard- Ventura (Gibbs et al., 1980) (Fumal et al., 1981, 1982b, 1984) Central California (Fumal et al., 1982a) Loma Prieta, California (Gibbs et al., 1992, 1993, 1994a) Turkey (Middle East Technical University, 2014) Canada (Natural Resources Canada, 2013a, 2013b) Washington (Cakir & Walsh, 2010, 2011, 2012) Taiwan (National Centre for Research on Earthquake Engineering & Central Weather Bureau, 2012) Bucharest, Romania (Bala et al., 2006, 2007, 2009) Laboratory database of silicate rocks (Birch, 1960) No. of records SCPT 60 258 Crosshole 27 543 Downhole 14 109 CSW 1 4 Refraction 36 72 PS Logger 7 229 Downhole 58 127 Downhole 84 203 Downhole 10 32 Downhole 26 172 MASW 136 1129 Downhole 20 60 SCPT 1 4 Piezoelectric transducer - 2882 MASW and 67 249 MAM PS Logger 25 306 Downhole 21 110 Piezoelectric transducer - 64 TOTAL 593 6553 3 ANALYSIS The influences of a number of material parameters on Vs values were examined. These included rock type, discontinuity spacing and weathering for rocks and depositional environment for soils. The results are presented as a box and whisker plot, showing the lower quartile, median and upper quartile (box) within the minimum and maximum values (whisker). The average value is also plotted. 3.1 Origin (rock) The database of laboratory tests on rock samples (n=2946) was examined with respect to their identified origin as sedimentary, metamorphic or igneous. The general trend observed was that sedimentary rocks have the lowest Vs, whilst metamorphic rocks have the highest Vs (Figure 1). The database of in situ Vs results contains 1096 tests in rock, all of which can be primarily classified as sedimentary, metamorphic or igneous. The quality of the rocks varies according to the weathering and fracture spacing which will be addressed in subsequent sections. However initially, the effect of rock origin was investigated (Figure 1). Figure 1. Comparison between field and laboratory V s results categorized by rock type The laboratory tests on intact, fresh samples result in higher Vs values compared to tests in the field, with the mean value being 3.8 times higher in sedimentary rock to 4.1 in metamorphic rock. The order of slowest to fastest mean velocity (sedimentary, igneous then metamorphic) is apparent in both data sets, but the magnitude of the increase is larger for the laboratory results. The reason for discrepancies between the field and laboratory tests is expected to be due to a combination of factors such as accuracy of the test methods, accuracy of material classification (logging), scale effects, boundary conditions, weathering state, confining stress, fracture spacing and anisotropy. Several of these factors will be explored in subsequent sections: 3.2 Fracture Spacing The majority of Vs records which included companion fracture spacing descriptors came from two sources; the Turkish national database and USGS reports (Table 1). The qualitative terms for fracture spacing used in the Turkish logs could not be directly compared with the quantitative categories used in the USGS database, therefore these datasets have been analysed independently, with the Turkish results presented in this paper. 850

A preliminary analysis of the Turkish data (Figure 2) indicate a possible decrease in Vs as the degree of fracturing increased (i.e., fracture spacing decrease). However two of the six categories do not conform to this trend, namely moderately to slightly jointed (n=3) and crushed to highly jointed (n=5) materials. This may be due to the fact that these two categories contain the lowest number of records of the six defined fracturing classes. Furthermore, four of the five results in the crushed to highly jointed category are identified as Paleozoic aged sandstone, which would be expected to have likely undergone metamorphism and could potentially be a quartzite of much higher strength and therefore velocity than materials typical of sandstone. The effect of geological age was also investigated and it was found that in general, older materials have higher shear wave velocities (N.B., the majority of data in the conforming categories are Cenozoic or Mesozoic in age). Figure 2. V s results according to fracture classification [Turkish Data (Middles East Technical University, 2014)]. The linear trend between V s and fracture density is shown by the dashed line. 3.3 Weathering Within the compiled database 461 Vs measurements are accompanied by a description of the weathering state of rock materials. The highest Vs values, on average, are observed in fresh rock, continually decreasing to the slowest Vs in completely weathered material (Figure 3). There is a notable change at the moderately to slightly weathered gradational boundary. Less weathered rocks resulted in an average value of approximately 1050m/s whereas the more weathered material was approximately 500m/s (a 52% decrease). The boundary between slightly and moderately weathered, marks the state of weathering where mineral grain decomposition begins, producing some soil like material. Overall, soils have a lower velocity than rock, so the decrease observed at this grade is expected. Figure 3. Vs results grouped by weathering category. Dashed line indicates a linear trend between weathering and Vs, with a step-change at the slightly to moderately weathered boundary. 3.4 Depositional Environment / Origin Of the 2471 Vs records for soil, 1954 (79%) contained information relating to the material origin or depositional environment. Although numerous descriptions of origin were provided on the logs and in original reports, these were reviewed and simplified in order that they could be grouped into seven categories (Figure 4). Residual soils (i.e., weathered in situ from parent rock) show high variability of Vs results with a coefficient of variation (CoV) of 60%. This has been attributed to the dataset covering a range of material types (clay, silty clay, gravelly sand, gravelly clay, etc) and the records also span a number of geological eras (Paleozoic, Mesozoic and Cenozoic). The least variable data is the aeolian material, having an interquartile range of Vs = 202-325m/s and CoV = 33%. This dataset has been compiled from observations made across numerous sites in three countries (Turkey, USA and Romania, Table 1), yet the results remain relatively consistent across all locations. The transportation process (wind) results in selective material sorting, predominantly silt, therefore aeolian data is likely to be the most uniform material in terms of grain size. Visual inspection of the resultant plot (Figure 4) indicates that all the depositional environments essentially present a similar total range of results (i.e., minimum ~ 100m/s to maximum ~ 1050m/s). The estuarine, alluvial and aeolian environments display similar average Vs values (category 1, Vs = 280m/s), with a second grouping identified for the colluvial, glacial and residual environments (category 2, Vs = 450m/s). The average Category 1 value is 38% less than the Category 2 results. 851

Andrei Bala of the National Institute of Earth Physics, Romania, Mr Rudolfo Puglia of the Intituto Nazionale di Geofisica e Vulcanologia, Italy, Mr Hung-Hao Hsieh of the National Center for Research on Earthquake Engineering, Taiwan, Mr Warner Miles of the Geological Survey of Canada and Dr Oz Yilmaz for information on the Turkish database. Without their contributions, the research database would not have been nearly as diverse. Figure 4. Vs results for soils according to depositional environment Considering the nature of each of the environment categories, the colluvial, glacial and residual materials (category 2) are most likely to be predominantly well graded as the materials are not sorted during the transportation process. The opposite was expected for the estuarine, alluvial, aeolian and offshore environments, whereby the transportation process (water or wind) would lead to selective transportation and thus sorting of the materials. Wind or water transport would likely result in a comparatively uniform grain size at any particular location. This is in agreement with the observations of Wills et al. (2000), who reported that dune sands, basin, lake and beach, deposits have a distinctive (inferred to suggest uniform) grain size distribution, and this material parameter would lead to less variation in Vs values when compared to most bedrock units. 4 CONCLUSION A global database containing 6531 individual measurements was compiled to examine the influence of various geological characteristics on Vs. This involved the sourcing and assessment of 594 ground investigation site records from 11 different sources. These data allowed statistical analyses of the effects of various parameters on Vs values. Weathering class has the greatest effect; with a 52% decrease in Vs as the weathering increases from slightly to moderately weathered. The effect of the depositional environment of soils shows that diverse transportation and deposition result in different levels of variability in Vs record, related to the degree of grading 5 ACKNOWLEDGMENTS The authors would like to thank the UK industry partners for providing many sources of data. International data were obtained, with thanks, from Dr 852 6 REFERENCES Bala, A., Balan, S. F., Ritter, J. R. R., Dannich, D., Huber, G. & Rohn, J. (2007) Seismic site effects based on in situ borehole measurements in Bucharest, Romania. International Symposium on Strong Vrancea Earthquakes and Risk Mitigation. 4-6 October 2007, Bucharest, Romania. Bala, A., Grecu, B., Ciugudean, V. & Raileanu, V. (2009) Dynamic properties of the Quaternary sedimentary rocks and their influence on seismic site effects. Case study in Bucharest City, Romania. Soil Dynamics and Earthquake Engineering. 29 (1), 144-154. Bala, A., Raileanu, V., Zihan, I., Ciugudean, V. & Grecu, B. (2006) Physical and dynamic properties of the shallow sedimentary rocks in the Bucharest metropolitan area. Romanian Reports in Physics. 58 (2), 221-250. Birch, F. (1960) The velocity of compressional waves in rocks to 10 kilobars, part 1. Journal of Geophysical Research. 65 (4), 1083-1102. Borcherdt, R. D., Wentworth, C. M., Janssen, A., Fumal, T. & Gibbs, J. (1991) Methodology for predictive GIS mapping of special study zones for strong ground shaking in the San Francisco Bay region, California. 4th International Conference on Seismic Zonation. 26-29 August, California. pp.545-552. Cakir, R. & Walsh, T. J. (2010) Shallow seismic site characterisations of near-surface geology at 20 strong-motion stations in Washington State. Washington Department of Natural Resources. Report number: G09AP00021. Cakir, R. & Walsh, T. J. (2011) Shallow seismic site characterisations at 23 strong-motion stations in and near Washington State. Washington Department of Natural Resources. Report number: G10AP00027. Cakir, R. & Walsh, T. J. (2012) Shallow seismic site characterisations at 25 ANSS/PNSN stations and compilation of site-specific data for the entire strong-motion network in Washington and Oregon. Washington Department of Natural Resources. Report number: G11AP20045. Campbell. (2014) An investigation into the effects of material properties on shear wave velocity in rocks and soils (Unpublished master s dissertation). Imperial College London, United Kingdom. Fumal, T. E., Gibbs, J. F. & Roth, E. F. (1981) In situ measurements of seismic velocity at 19 locations in the Los Angeles, 81-339. Fumal, T. E., Gibbs, J. F. & Roth, E. F. (1982a) In situ measurements of seismic velocity at 10 strong motion accelerograph station in Central California. California, USGS. Report number: 82-407. Fumal, T. E., Gibbs, J. F. & Roth, E. F. (1982b) In situ measurements of seismic velocity at 22 locations in the Los Angeles, California Region. California, USGS. Report number: 82-833.

Fumal, T. E., Gibbs, J. F. & Roth, E. F. (1984) In situ measurements of seismic velocity at 16 locations in the Los Angeles, 84-681. Gibbs, J. F., Fumal, T. E., Boore, D. M. & Joyner, W. B. (1992) Seismic velocities and geologic logs from borehole measurements at seven strong-motion stations that recorded the Loma Prieta earthquake. California, U.S. Geological Survey. Report number: 92-287. Gibbs, J. F., Fumal, T. E. & Borcherdt, R. D. (1975) In situ measurements of seismic velocities at twelve locations in the San Francisco Bay region. California, U.S. Geological Survey. Report number: 75-564. Gibbs, J. F., Fumal, T. E., Borcherdt, R. D. & Roth, E. F. (1977) In situ measurements of seismic velocities in the San Francisco Bay region: Part III. California, U.S. Geological Survey. Report number: 77-850. Gibbs, J. F., Fumal, T. E. & Powers, T. J. (1993) Seismic velocities and geologic logs from borehole measurements at eight strong-motion stations that recorded the 1989 Loma Prieta, California, earthquake. California, U.S. Geological Survey. Report number: 93-376. Gibbs, J. F., Fumal, T. E. & Powers, T. J. (1994a) Seismic velocities and geologic logs from borehole measurements at seven strong-motion stations that recorded the 1989 Loma Prieta, California, earthquake. California, U.S. Geological Survey. Report number: 94-222. Gibbs, J. F., Fumal, T. E. & Roth, E. F. (1980) In situ measurements of seismic velocity at 27 locations in the Los Angeles, 80-378. Middle East Technical University - Earthquake Engineering Research Centre. (2014) Strong ground motion database of Turkiye. [Online] Available from: http://kyhdata.deprem.gov.tr/2k/kyhdata_v4.php [Accessed 17 June 2014]. National Centre for Research on Earthquake Engineering & Central Weather Bureau. (2012) Engineering geological database for TSMIP [Online] Available from: http://egdt.ncree.org.tw/news_eng.htm [Accessed 25 June 2014]. Natural Resources Canada. (2013a) Borehole Geophysical Logs in Surficial Sediments of Canada. [Online] Available from: http://geogratis.gc.ca/api/en/nrcan-rncan/ess-sst/- /%28urn:iso:series%29borehole-geophysical-logs-in-surficial-sediments-of-canada [Accessed 30 June 2014]. Natural Resources Canada. (2013b) Earth Sciences Sector (Aeromagnetic, Gravity or Radioactivity data). [Online] Available from: http://gdr.agg.nrcan.gc.ca/gdrdap/dap/index-eng.php?productid=1576 [Accessed 3 July 2014]. Wills, C.J., Petersen, M., Bryant, W., Reichle, M., Saucedo, G., Tan, S., Taylor, G. & Treiman, J. (2000) A site-conditions map for California based on geology and shear-wave velocity. Bulletin of the Seismological Society of America. 90 (6B), S187-S208. 853