Skip to main content
Erschienen in: Rock Mechanics and Rock Engineering 8/2017

15.06.2017 | Original Paper

Optimizing the Terzaghi Estimator of the 3D Distribution of Rock Fracture Orientations

verfasst von: Huiming Tang, Lei Huang, C. Hsein Juang, Junrong Zhang

Erschienen in: Rock Mechanics and Rock Engineering | Ausgabe 8/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Orientation statistics are prone to bias when surveyed with the scanline mapping technique in which the observed probabilities differ, depending on the intersection angle between the fracture and the scanline. This bias leads to 1D frequency statistical data that are poorly representative of the 3D distribution. A widely accessible estimator named after Terzaghi was developed to estimate 3D frequencies from 1D biased observations, but the estimation accuracy is limited for fractures at narrow intersection angles to scanlines (termed the blind zone). Although numerous works have concentrated on accuracy with respect to the blind zone, accuracy outside the blind zone has rarely been studied. This work contributes to the limited investigations of accuracy outside the blind zone through a qualitative assessment that deploys a mathematical derivation of the Terzaghi equation in conjunction with a quantitative evaluation that uses fractures simulation and verification of natural fractures. The results show that the estimator does not provide a precise estimate of 3D distributions and that the estimation accuracy is correlated with the grid size adopted by the estimator. To explore the potential for improving accuracy, the particular grid size producing maximum accuracy is identified from 168 combinations of grid sizes and two other parameters. The results demonstrate that the 2° × 2° grid size provides maximum accuracy for the estimator in most cases when applied outside the blind zone. However, if the global sample density exceeds 0.5°−2, then maximum accuracy occurs at a grid size of 1° × 1°.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Baecher G, Lanney N, Einstein H (1977) Statistical description of rock properties and sampling. Paper presented at the 18th US symposium on rock mechanics (USRMS). American Rock Mechanics Association Baecher G, Lanney N, Einstein H (1977) Statistical description of rock properties and sampling. Paper presented at the 18th US symposium on rock mechanics (USRMS). American Rock Mechanics Association
Zurück zum Zitat Chaminé HI, Afonso MJ, Ramos L, Pinheiro R (2014) Scanline sampling techniques for rock engineering surveys: insights from intrinsic geologic variability and uncertainty. In: Lollino G, Giordan D, Thuro K, Carranza-Torres C, Wu F, Marinos P, Delgado C (eds) Engineering geology for society and territory. Springer, Cham, pp 357–361 Chaminé HI, Afonso MJ, Ramos L, Pinheiro R (2014) Scanline sampling techniques for rock engineering surveys: insights from intrinsic geologic variability and uncertainty. In: Lollino G, Giordan D, Thuro K, Carranza-Torres C, Wu F, Marinos P, Delgado C (eds) Engineering geology for society and territory. Springer, Cham, pp 357–361
Zurück zum Zitat Clair J, Moon S, Holbrook WS, Perron JT, Riebe CS, Martel SJ, Carr B, Harman C, Singha K, Richter DD (2015) Geophysical imaging reveals topographic stress control of bedrock weathering. Science 350(6260):534–538. doi:10.1126/science.aab2210 CrossRef Clair J, Moon S, Holbrook WS, Perron JT, Riebe CS, Martel SJ, Carr B, Harman C, Singha K, Richter DD (2015) Geophysical imaging reveals topographic stress control of bedrock weathering. Science 350(6260):534–538. doi:10.​1126/​science.​aab2210 CrossRef
Zurück zum Zitat Desbarats AJ, Boyle DR, Stapinsky M, Robin MJL (1999) A dual-porosity model for water level response to atmospheric loading in wells tapping fractured rock aquifers. Water Resour Res 35(5):1495–1505. doi:10.1029/1998wr900119 CrossRef Desbarats AJ, Boyle DR, Stapinsky M, Robin MJL (1999) A dual-porosity model for water level response to atmospheric loading in wells tapping fractured rock aquifers. Water Resour Res 35(5):1495–1505. doi:10.​1029/​1998wr900119 CrossRef
Zurück zum Zitat Fernandes AJ, Maldaner CH, Negri F, Rouleau A, Wahnfried ID (2016) Aspects of a conceptual groundwater flow model of the Serra Geral basalt aquifer (Sao Paulo, Brazil) from physical and structural geology data. Hydrogeol J 24:1199–1212. doi:10.1007/s10040-016-1370-6 CrossRef Fernandes AJ, Maldaner CH, Negri F, Rouleau A, Wahnfried ID (2016) Aspects of a conceptual groundwater flow model of the Serra Geral basalt aquifer (Sao Paulo, Brazil) from physical and structural geology data. Hydrogeol J 24:1199–1212. doi:10.​1007/​s10040-016-1370-6 CrossRef
Zurück zum Zitat Ghislain T, Rishi P, Clément D, Lucille C, Pauline V, Sébastien P (2016) Properties of a pair of fracture networks produced by triaxial deformation experiments: insights on fluid flow using discrete fracture network models. Hydrogeol J. doi:10.1007/s10040-016-1468-x Ghislain T, Rishi P, Clément D, Lucille C, Pauline V, Sébastien P (2016) Properties of a pair of fracture networks produced by triaxial deformation experiments: insights on fluid flow using discrete fracture network models. Hydrogeol J. doi:10.​1007/​s10040-016-1468-x
Zurück zum Zitat Goodman RE (1976) Methods of geological engineering in discontinuous rocks. West Publishing Co, St. Paul Goodman RE (1976) Methods of geological engineering in discontinuous rocks. West Publishing Co, St. Paul
Zurück zum Zitat Haftani M, Chehreh HA, Mehinrad A, Binazadeh K (2016) Practical investigations on use of weighted joint density to decrease the limitations of RQD measurements. Rock Mech Rock Eng 49(4):1551–1558. doi:10.1007/s00603-015-0788-9 CrossRef Haftani M, Chehreh HA, Mehinrad A, Binazadeh K (2016) Practical investigations on use of weighted joint density to decrease the limitations of RQD measurements. Rock Mech Rock Eng 49(4):1551–1558. doi:10.​1007/​s00603-015-0788-9 CrossRef
Zurück zum Zitat Han X, Chen J, Wang Q, Li Y, Zhang W, Yu T (2016) A 3D fracture network model for the undisturbed rock mass at the Songta dam site based on small samples. Rock Mech Rock Eng 49(2):611–619. doi:10.1007/s00603-015-0747-5 CrossRef Han X, Chen J, Wang Q, Li Y, Zhang W, Yu T (2016) A 3D fracture network model for the undisturbed rock mass at the Songta dam site based on small samples. Rock Mech Rock Eng 49(2):611–619. doi:10.​1007/​s00603-015-0747-5 CrossRef
Zurück zum Zitat Havaej M, Coggan J, Stead D, Elmo D (2016) A combined remote sensing–numerical modelling approach to the stability analysis of Delabole Slate Quarry, Cornwall, UK. Rock Mech Rock Eng 49(4):1227–1245. doi:10.1007/s00603-015-0805-z CrossRef Havaej M, Coggan J, Stead D, Elmo D (2016) A combined remote sensing–numerical modelling approach to the stability analysis of Delabole Slate Quarry, Cornwall, UK. Rock Mech Rock Eng 49(4):1227–1245. doi:10.​1007/​s00603-015-0805-z CrossRef
Zurück zum Zitat Huang L, Tang H, Tan Q, Wang D, Wang L, Ez Eldin MAM, Li C, Wu Q (2016) A novel method for correcting scanline-observational bias of discontinuity orientation. Sci Rep 6:22942. doi:10.1038/srep22942 CrossRef Huang L, Tang H, Tan Q, Wang D, Wang L, Ez Eldin MAM, Li C, Wu Q (2016) A novel method for correcting scanline-observational bias of discontinuity orientation. Sci Rep 6:22942. doi:10.​1038/​srep22942 CrossRef
Zurück zum Zitat Keren TT, Kirkpatrick JD (2016) The damage is done: low fault friction recorded in the damage zone of the shallow Japan Trench décollement. J Geophys Res Solid Earth 121(5):3804–3824. doi:10.1002/2015jb012311 CrossRef Keren TT, Kirkpatrick JD (2016) The damage is done: low fault friction recorded in the damage zone of the shallow Japan Trench décollement. J Geophys Res Solid Earth 121(5):3804–3824. doi:10.​1002/​2015jb012311 CrossRef
Zurück zum Zitat Kinney JJ (2015) Probability: an introduction with statistical applications. Wiley, Hoboken Kinney JJ (2015) Probability: an introduction with statistical applications. Wiley, Hoboken
Zurück zum Zitat Lopes RH (2010) Kolmogorov–Smirnov test. In: Lovric M (ed) International encyclopedia of statistical science. Springer, Berlin, pp 718–720 Lopes RH (2010) Kolmogorov–Smirnov test. In: Lovric M (ed) International encyclopedia of statistical science. Springer, Berlin, pp 718–720
Zurück zum Zitat Lopes RH, Reid I, Hobson PR (2007) The two-dimensional Kolmogorov–Smirnov test. Paper presented at XI international workshop on advanced computing and analysis techniques in physics research, proceedings of science, Amsterdam, Netherlands Lopes RH, Reid I, Hobson PR (2007) The two-dimensional Kolmogorov–Smirnov test. Paper presented at XI international workshop on advanced computing and analysis techniques in physics research, proceedings of science, Amsterdam, Netherlands
Zurück zum Zitat Maffucci R, Bigi S, Corrado S, Chiodi A, di Paolo L, Giordano G, Invernizzi C (2015) Quality assessment of reservoirs by means of outcrop data and “discrete fracture network” models: the case history of Rosario de La Frontera (NW Argentina) geothermal system. Tectonophysics 647–648:112–131. doi:10.1016/j.tecto.2015.02.016 CrossRef Maffucci R, Bigi S, Corrado S, Chiodi A, di Paolo L, Giordano G, Invernizzi C (2015) Quality assessment of reservoirs by means of outcrop data and “discrete fracture network” models: the case history of Rosario de La Frontera (NW Argentina) geothermal system. Tectonophysics 647–648:112–131. doi:10.​1016/​j.​tecto.​2015.​02.​016 CrossRef
Zurück zum Zitat Middleton RS, Carey JW, Currier RP, Hyman JD, Kang Q, Karra S, Jiménez-Martínez J, Porter ML, Viswanathan HS (2015) Shale gas and non-aqueous fracturing fluids: opportunities and challenges for supercritical CO2. Appl Energy 147:500–509. doi:10.1016/j.apenergy.2015.03.023 CrossRef Middleton RS, Carey JW, Currier RP, Hyman JD, Kang Q, Karra S, Jiménez-Martínez J, Porter ML, Viswanathan HS (2015) Shale gas and non-aqueous fracturing fluids: opportunities and challenges for supercritical CO2. Appl Energy 147:500–509. doi:10.​1016/​j.​apenergy.​2015.​03.​023 CrossRef
Zurück zum Zitat Munn J (2012) High-resolution discrete fracture network characterization using inclined coreholes in a Silurian dolostone aquifer in Guelph, Ontario. Dissertation, University of Guelph Munn J (2012) High-resolution discrete fracture network characterization using inclined coreholes in a Silurian dolostone aquifer in Guelph, Ontario. Dissertation, University of Guelph
Zurück zum Zitat Panza E, Agosta F, Rustichelli A, Zambrano M, Tondi E, Prosser G, Giorgioni M, Janiseck JM (2016) Fracture stratigraphy and fluid flow properties of shallow-water, tight carbonates: the case study of the Murge Plateau (southern Italy). Mar Pet Geol 73:350–370. doi:10.1016/j.marpetgeo.2016.03.022 CrossRef Panza E, Agosta F, Rustichelli A, Zambrano M, Tondi E, Prosser G, Giorgioni M, Janiseck JM (2016) Fracture stratigraphy and fluid flow properties of shallow-water, tight carbonates: the case study of the Murge Plateau (southern Italy). Mar Pet Geol 73:350–370. doi:10.​1016/​j.​marpetgeo.​2016.​03.​022 CrossRef
Zurück zum Zitat Peterson JK (2016) Riemann integration. In: Peterson JK (ed) Calculus for cognitive scientists. Springer, Singapore, pp 129–164CrossRef Peterson JK (2016) Riemann integration. In: Peterson JK (ed) Calculus for cognitive scientists. Springer, Singapore, pp 129–164CrossRef
Zurück zum Zitat Priest SD (1985) Hemispherical projection methods in rock mechanics. George Allen and Unwin, London Priest SD (1985) Hemispherical projection methods in rock mechanics. George Allen and Unwin, London
Zurück zum Zitat Priest SD (2012) Discontinuity analysis for rock engineering. Springer, Cham Priest SD (2012) Discontinuity analysis for rock engineering. Springer, Cham
Zurück zum Zitat Stephens MB, Follin S, Petersson J, Isaksson H, Juhlin C, Simeonov A (2015) Review of the deterministic modelling of deformation zones and fracture domains at the site proposed for a spent nuclear fuel repository, Sweden, and consequences of structural anisotropy. Tectonophysics 653:68–94. doi:10.1016/j.tecto.2015.03.027 CrossRef Stephens MB, Follin S, Petersson J, Isaksson H, Juhlin C, Simeonov A (2015) Review of the deterministic modelling of deformation zones and fracture domains at the site proposed for a spent nuclear fuel repository, Sweden, and consequences of structural anisotropy. Tectonophysics 653:68–94. doi:10.​1016/​j.​tecto.​2015.​03.​027 CrossRef
Metadaten
Titel
Optimizing the Terzaghi Estimator of the 3D Distribution of Rock Fracture Orientations
verfasst von
Huiming Tang
Lei Huang
C. Hsein Juang
Junrong Zhang
Publikationsdatum
15.06.2017
Verlag
Springer Vienna
Erschienen in
Rock Mechanics and Rock Engineering / Ausgabe 8/2017
Print ISSN: 0723-2632
Elektronische ISSN: 1434-453X
DOI
https://doi.org/10.1007/s00603-017-1254-7

Weitere Artikel der Ausgabe 8/2017

Rock Mechanics and Rock Engineering 8/2017 Zur Ausgabe