Estimation of joint length distribution using window sampling
One of the most difficult procedures in statistical joint modeling is the determination of the joint length distribution. In this study, a window sampling method was adopted to estimate the trace length distribution for the Poisson disc joint model. Four kinds of equations were derived for estimatin...
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Published in | International journal of rock mechanics and mining sciences (Oxford, England : 1997) Vol. 38; no. 4; pp. 519 - 528 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Oxford
Elsevier Ltd
01.06.2001
Elsevier Science |
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Abstract | One of the most difficult procedures in statistical joint modeling is the determination of the joint length distribution. In this study, a window sampling method was adopted to estimate the trace length distribution for the Poisson disc joint model. Four kinds of equations were derived for estimating the trace length distribution from contained or dissecting trace length distributions in a rectangular or circular window. The equations were tested for accuracy through Monte Carlo simulation and their efficiencies for estimating the trace length distribution were compared. This new technique using window sampling was compared with the method using a semi-trace or complete trace length distribution from scanline sampling. A numerical technique for determining the diameter distribution from the trace length distribution was also suggested. To check the validity of this numerical method, it was applied to solving four example cases and their results were compared with theoretical solutions. |
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AbstractList | One of the most difficult procedures in statistical joint modeling is the determination of the joint length distribution. In this study, a window sampling method was adopted to estimate the trace length distribution for the Poisson disc joint model. Four kinds of equations were derived for estimating the trace length distribution from contained or dissecting trace length distributions in a rectangular or circular window. The equations were tested for accuracy through Monte Carlo simulation and their efficiencies for estimating the trace length distribution were compared. This new technique using window sampling was compared with the method using a semi-trace or complete trace length distribution from scanline sampling. A numerical technique for determining the diameter distribution from the trace length distribution was also suggested. To check the validity of this numerical method, it was applied to solving four example cases and their results were compared with theoretical solutions. |
Author | Song, Jae-Joon Lee, Chung-In |
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Keywords | Estimation error Monte Carlo method Rock mechanics Spatial distribution Statistical distribution Length Equation Numerical simulation Joints Diameter |
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References | Pahl (BIB4) 1981; 18 Villaescusa, Brown (BIB2) 1992; 25 Zhang, Einstein (BIB6) 1998; 31 Kulatilake, Wu (BIB5) 1984; 17 Zhang, Einstein (BIB8) 2000; 37 Song JJ. Statistical modeling of joint length distribution and removability analysis of rock blocks around a tunnel. Ph.D. thesis, Seoul National University, Seoul, Korea, 2000. Priest (BIB3) 1993 Priest, Hudson (BIB1) 1981; 18 Warburton (BIB9) 1980; 17 Mauldon (BIB7) 1998; 31 Zhang (10.1016/S1365-1609(01)00018-1_BIB8) 2000; 37 Pahl (10.1016/S1365-1609(01)00018-1_BIB4) 1981; 18 Warburton (10.1016/S1365-1609(01)00018-1_BIB9) 1980; 17 Zhang (10.1016/S1365-1609(01)00018-1_BIB6) 1998; 31 10.1016/S1365-1609(01)00018-1_BIB10 Villaescusa (10.1016/S1365-1609(01)00018-1_BIB2) 1992; 25 Kulatilake (10.1016/S1365-1609(01)00018-1_BIB5) 1984; 17 Mauldon (10.1016/S1365-1609(01)00018-1_BIB7) 1998; 31 Priest (10.1016/S1365-1609(01)00018-1_BIB1) 1981; 18 Priest (10.1016/S1365-1609(01)00018-1_BIB3) 1993 |
References_xml | – volume: 18 start-page: 221 year: 1981 end-page: 228 ident: BIB4 article-title: Estimating the mean length of discontinuity traces publication-title: Int J Rock Mech Min Sci & Geomech Abstr contributor: fullname: Pahl – volume: 17 start-page: 181 year: 1980 end-page: 190 ident: BIB9 article-title: A stereological interpretation of joint trace data publication-title: Int J Rock Mech Sci & Geomech Abstr contributor: fullname: Warburton – volume: 31 start-page: 201 year: 1998 end-page: 216 ident: BIB7 article-title: Estimating mean fracture trace length and density from observations in convex windows publication-title: Rock Mech Rock Eng contributor: fullname: Mauldon – volume: 18 start-page: 183 year: 1981 end-page: 197 ident: BIB1 article-title: Estimation of discontinuity spacing and trace length using scanline surveys publication-title: Int J Rock Mech Sci & Geomech Abstr contributor: fullname: Hudson – volume: 17 start-page: 215 year: 1984 end-page: 232 ident: BIB5 article-title: Estimation of mean trace length of discontinuities publication-title: Rock Mech Rock Eng contributor: fullname: Wu – volume: 31 start-page: 217 year: 1998 end-page: 235 ident: BIB6 article-title: Estimating the mean trace length of rock discontinuities publication-title: Rock Mech Rock Eng contributor: fullname: Einstein – volume: 25 start-page: 67 year: 1992 end-page: 87 ident: BIB2 article-title: Maximum likelihood estimation of joint size from trace length measurements publication-title: Rock Mech Rock Eng contributor: fullname: Brown – volume: 37 start-page: 819 year: 2000 end-page: 837 ident: BIB8 article-title: Estimating the intensity of rock discontinuities publication-title: Int J Rock Mech Sci & Geomech Abstr contributor: fullname: Einstein – year: 1993 ident: BIB3 publication-title: Discontinuity analysis for rock engineering contributor: fullname: Priest – volume: 17 start-page: 215 year: 1984 ident: 10.1016/S1365-1609(01)00018-1_BIB5 article-title: Estimation of mean trace length of discontinuities publication-title: Rock Mech Rock Eng doi: 10.1007/BF01032335 contributor: fullname: Kulatilake – volume: 18 start-page: 221 year: 1981 ident: 10.1016/S1365-1609(01)00018-1_BIB4 article-title: Estimating the mean length of discontinuity traces publication-title: Int J Rock Mech Min Sci & Geomech Abstr doi: 10.1016/0148-9062(81)90976-1 contributor: fullname: Pahl – volume: 25 start-page: 67 year: 1992 ident: 10.1016/S1365-1609(01)00018-1_BIB2 article-title: Maximum likelihood estimation of joint size from trace length measurements publication-title: Rock Mech Rock Eng doi: 10.1007/BF01040513 contributor: fullname: Villaescusa – volume: 31 start-page: 201 issue: 4 year: 1998 ident: 10.1016/S1365-1609(01)00018-1_BIB7 article-title: Estimating mean fracture trace length and density from observations in convex windows publication-title: Rock Mech Rock Eng doi: 10.1007/s006030050021 contributor: fullname: Mauldon – volume: 31 start-page: 217 issue: 4 year: 1998 ident: 10.1016/S1365-1609(01)00018-1_BIB6 article-title: Estimating the mean trace length of rock discontinuities publication-title: Rock Mech Rock Eng doi: 10.1007/s006030050022 contributor: fullname: Zhang – volume: 37 start-page: 819 year: 2000 ident: 10.1016/S1365-1609(01)00018-1_BIB8 article-title: Estimating the intensity of rock discontinuities publication-title: Int J Rock Mech Sci & Geomech Abstr doi: 10.1016/S1365-1609(00)00022-8 contributor: fullname: Zhang – year: 1993 ident: 10.1016/S1365-1609(01)00018-1_BIB3 contributor: fullname: Priest – volume: 18 start-page: 183 year: 1981 ident: 10.1016/S1365-1609(01)00018-1_BIB1 article-title: Estimation of discontinuity spacing and trace length using scanline surveys publication-title: Int J Rock Mech Sci & Geomech Abstr doi: 10.1016/0148-9062(81)90973-6 contributor: fullname: Priest – ident: 10.1016/S1365-1609(01)00018-1_BIB10 – volume: 17 start-page: 181 year: 1980 ident: 10.1016/S1365-1609(01)00018-1_BIB9 article-title: A stereological interpretation of joint trace data publication-title: Int J Rock Mech Sci & Geomech Abstr doi: 10.1016/0148-9062(80)91084-0 contributor: fullname: Warburton |
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Title | Estimation of joint length distribution using window sampling |
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