Liquefaction¶

groundhog.soildynamics.liquefaction.
cyclicstressratio_moss
(sigma_vo, sigma_vo_eff, magnitude, acceleration, depth, gravity=9.81, rd_override=nan, DWF_override=nan, **kwargs)[source]¶ Calculates the equivalent uniform cyclic stress ratio (CSR) based on the technique by Seed and Idriss (1971). Earthquake events are scaled to an equivalent event with magnitude of 7.5 using a magnitudecorrelated duration weighting factor (DWF).
The formulation of DWF from Cetin et al (2004) is used which is based on a SPTbased liquefaction database with the formulation being valid for magnitudes between 5.5 and 8.5.
The nonlinear shear mass participation factor formulation from Cetin et al (2004) is used. This depends on the depth of the layer of interest, the earthquake magnitude and the maximum horizontal ground acceleration. The formula uses the acceleration in units of gravity.
The paper on which this equation is based offers a discussion on the variability on each of the terms.
 Parameters
sigma_vo – Total vertical stress at the depth of interest (\(\sigma_v\)) [\(kPa\)]  Suggested range: sigma_vo >= 0.0
sigma_vo_eff – Effective vertical stress at the depth of interest (\(\sigma_v^{\prime}\)) [\(kPa\)]  Suggested range: sigma_vo_eff >= 0.0
magnitude – Earthquake magnitude (\(M_w\)) [\(\)]  Suggested range: 5.5 <= magnitude <= 8.5
acceleration – Maximum horizontal acceleration at the soil surface (\(a_{max}\)) [\(m/s2\)]  Suggested range: acceleration >= 0.0
depth – Depth at which CSR is calculated (\(z\)) [\(m\)]  Suggested range: depth >= 0.0
gravity – Acceleration due to gravity (\(g\)) [\(m/s2\)]  Suggested range: 9.8 <= gravity <= 10.0 (optional, default= 9.81)
rd_override – Override for direct specification of rd (\(r_d\)) [\(\)] (optional, default=np.nan)
DWF_override – Override for direct specification of DWF (\(DWF\)) [\(\)] (optional, default=np.nan)
\[ \begin{align}\begin{aligned}CSR = \frac{\tau_{avg}}{\sigma_v^{\prime}} = 0.65 \cdot \frac{a_{max}}{g} \cdot \frac{\sigma_v}{\sigma_v^{\prime}} \cdot r_d\\CSR^{*} = CSR_{M_w=7.5}=\frac{CSR}{DWF_{M_w}}\\DWF_{M_w} = 17.84 \cdot M_w^{1.43}\\\begin{split}r_d = \frac{\left[ 1 + \frac{9.147  4.173 \cdot a_{max} + 0.652 \cdot M_w}{10.567 + 0.089 \cdot e^{0.089 \cdot \left( z \cdot 3.28  7.760 \cdot a_{max} + 78.576 \right)}} \right]}{\left[ 1 + \frac{9.147  4.173 \cdot a_{max} + 0.652 \cdot M_w}{10.567 + 0.089 \cdot e^{0.089 \cdot (7.760 \cdot a_{max} + 78.576)}} \right]} \\ z \geq 20m\end{split}\\\begin{split}r_d = \frac{\left[ 1 + \frac{9.147  4.173 \cdot a_{max} + 0.652 \cdot M_w}{10.567 + 0.089 \cdot e^{0.089 \cdot \left( z \cdot 3.28  7.760 \cdot a_{max} + 78.576 \right)}} \right]}{\left[ 1 + \frac{9.147  4.173 \cdot a_{max} + 0.652 \cdot M_w}{10.567 + 0.089 \cdot e^{0.089 \cdot (7.760 \cdot a_{max} + 78.576)}} \right]}  0.0014 \cdot (z \cdot 3.28  65) \\ z < 20m\end{split}\end{aligned}\end{align} \] Returns
Dictionary with the following keys:
’CSR []’: Uncorrected cyclic stress ratio (\(CSR\)) [\(\)]
’CSR* []’: Equivalent uniform cyclic stress ratio (for magnitude 7.5 event) (\(CSR^{*}\)) [\(\)]
’DWF []’: Magnitudecorrelated duration weighting factor (\(DWF\)) [\(\)]
’rd []’: Nonlinear shear mass participation factor (\(r_d\)) [\(\)]
Reference  Moss et al (2006) CPTBased Probabilistic and Deterministic Assessment of In Situ Seismic Soil Liquefaction Potential. Journal of Geotechnical & Geoenvironmental Engineering, 132(8)

groundhog.soildynamics.liquefaction.
liquefaction_robertsonfear
(qc, sigma_vo_eff, CSR, atmospheric_pressure=100.0, **kwargs)[source]¶ Calculates whether cyclic liquefaction can be triggered based on the normalised cone tip resistance and the cyclic shear stress ratio imposed on the soil by the earthquake event.
For earthquake magnitudes different from 7.5, CSR:math:^* should be used.
Note that this correlation was developed for clean sands and does not include any modifications for fines content.
It should also be noted that the correlation is based on averaged cone resistance values from field cases. So it applied to raw cone resistance data, they might be too conservative.
 Parameters
qc – Cone tip resistance (\(q_c\)) [\(MPa\)]  Suggested range: 0.0 <= qc <= 120.0
sigma_vo_eff – Vertical effective stress (\(\sigma_{vo}^{\prime}\)) [\(kPa\)]  Suggested range: sigma_vo_eff >= 0.0
CSR – Seismic shear stress ratio (\(CSR = \tau_{avg} / \sigma_{vo}^{\prime}\)) [\(\)]  Suggested range: 0.073 <= CSR <= 0.49
atmospheric_pressure – Atmospheric pressure used for normalisation (\(p_a\)) [\(kPa\)]  Suggested range: 90.0 <= atmospheric_pressure <= 110.0 (optional, default= 100.0)
\[q_{c1} = (q_c / p_a) ( p_a / \sigma_{vo}^{\prime} )^{0.5}\] Returns
Dictionary with the following keys:
’qc1 []’: Normalised dimensionless cone resistance (\(q_{c1}\)) [\(\)]
’qc1 liquefaction []’: Normalised dimensionless cone tip resistance for which liquefaction is just triggered at the given CSR (\(q_{c1,liq}\)) [\(\)]
’qc liquefaction [MPa]’: Cone tip resistance for which liquefaction is just triggered at the given CSR (\(q_{c,liq}\)) [\(MPa\)]
’liquefaction’: Liquefaction occurs?
Reference  Robertson, P. K., and C. E. Fear. “Application of CPT to evaluate liquefaction potential.” CPT’95, Linkoping (1995): 5779.

groundhog.soildynamics.liquefaction.
liquefactionprobability_moss
(qc, sigma_vo_eff, Rf, CSR, CSR_star, Pa=100.0, delta_qc_override=nan, c_override=nan, x1=0.78, x2=0.33, y1=0.32, y2=0.35, y3=0.49, z1=1.21, **kwargs)[source]¶ Calculates the probability of liquefaction according to Moss et al. The cone tip resistance is normalised to a standard effective overburden pressure of 100kPa.
The liquefaction probability is based on a database of case studies using Bayesian updating. The probability contours are digitised from the published figure and interpolation between the different values of normalised tip resistance for a given CSR is performed.
The calculation of the normalisation exponent \(c\) is performed iteratively, or an override can be specified. While a normalisation exponent of 0.5 is generally assumed, performing the calculation results in a much better statistical fit.
Soils with an increased friction ratio shows less potential for liquefaction. This is accounted for by modifying the normalised cone resistance using the friction ratio. The bound for modifying the friction ratio are 0.5  5%. Below 0.5%, there is no correction and above 5%, the correction for Rf=5% is applied.
It should also be noted that the correlation is based on averaged cone resistance values from field cases. So it applied to raw cone resistance data, they might be too conservative.
 Parameters
qc – Cone tip resistance (\(q_c\)) [\(MPa\)]  Suggested range: 0.0 <= qc <= 120.0
sigma_vo_eff – Vertical effective stress at depth of interest (\(\sigma_{vo}^{\prime}\)) [\(kPa\)]  Suggested range: sigma_vo_eff >= 0.0
Rf – Friction ratio (\(R_f\)) [\(pct\)]  Suggested range: 0.0 <= Rf <= 10.0
CSR – Cyclic shear stress ratio (\(CSR\)) [\(\)]  Suggested range: 0.0 <= CSR <= 0.6
CSR_star – Equivalent uniform cyclic stress ratio (for magnitude 7.5 event) (\(CSR^{*}\)) [\(\)]  Suggested range: 0.0 <= CSR_star <= 0.6
Pa – Atmospheric pressure (\(p_a\)) [\(kPa\)]  Suggested range: 90.0 <= Pa <= 110.0 (optional, default= 100.0)
delta_qc_override – Override for the correction to the normalised cone tip resistance (\(\Delta q_c\)) [\(MPa\)] (optional, default=np.nan)
c_override – Override for the normalisation exponent (\(c\)) [\(\)] (optional, default=np.nan)
x1 – Factor x1 (\(x_1\)) [\(\)] (optional, default=0.78)
x2 – Factor x2 (\(x_2\)) [\(\)] (optional, default=0.33)
y1 – Factor y1 (\(y_1\)) [\(\)] (optional, default=0.32)
y2 – Factor y2 (\(y_2\)) [\(\)] (optional, default=0.35)
y3 – Factor y3 (\(y_3\)) [\(\)] (optional, default=0.49)
z1 – Factor z1 (\(z_1\)) [\(\)] (optional, default=1.21)
\[ \begin{align}\begin{aligned}q_{c,1} = q_c \left( \frac{p_a}{\sigma_{vo}^{\prime}} \right)^{c}\\c = f_1 \cdot \left( \frac{R_f}{f_3} \right)^{f_2}\\f_1 = x_1 \cdot q_c^{x_2}\\f_2 = (y_1 \cdot q_c^{y_2} + y_3 )\\f_3 = abs( \log_{10}(10 + q_c )^{z_1}\\\Delta q_c = \alpha_1 \cdot \ln (CSR) + \alpha_2\\\alpha_1 = 0.38 \cdot R_f  0.19\\\alpha_2 = 1.46 \cdot R_f  0.73\end{aligned}\end{align} \] Returns
Dictionary with the following keys:
’Pl [pct]’: Liquefaction probability (\(P_L\)) [\(pct\)]
’qc_5 [MPa]’: Cone tip resistance for 5% probability of liquefaction (\(q_{c,P_{L,5\%}}\)) [\(MPa\)]
’qc_95 [MPa]’: Cone tip resistance for 95% probability of liquefaction (\(q_{c,P_{L,95\%}}\)) [\(MPa\)]
’qc1 [MPa]’: Normalised cone tip resistance (\(q_{c,1}\)) [\(MPa\)]
’qc1mod [MPa]’: Modified normalised cone tip resistance (\(q_{c,1} + \Delta q_c\)) [\(MPa\)]
’c []’: Normalisation exponent [\(\)]
Reference  Moss et al (2006) CPTBased Probabilistic and Deterministic Assessment of In Situ Seismic Soil Liquefaction Potential. Journal of Geotechnical & Geoenvironmental Engineering, 132(8)