Articles | Volume 5, issue 2
https://doi.org/10.5194/se-5-631-2014
https://doi.org/10.5194/se-5-631-2014
Method article
 | 
04 Jul 2014
Method article |  | 04 Jul 2014

Modelling complex geological circular data with the projected normal distribution and mixtures of von Mises distributions

R. M. Lark, D. Clifford, and C. N. Waters

Related authors

Planning spatial sampling of the soil from an uncertain reconnaissance variogram
R. Murray Lark, Elliott M. Hamilton, Belinda Kaninga, Kakoma K. Maseka, Moola Mutondo, Godfrey M. Sakala, and Michael J. Watts
SOIL, 3, 235–244, https://doi.org/10.5194/soil-3-235-2017,https://doi.org/10.5194/soil-3-235-2017, 2017
Short summary
Three-dimensional soil organic matter distribution, accessibility and microbial respiration in macroaggregates using osmium staining and synchrotron X-ray computed tomography
Barry G. Rawlins, Joanna Wragg, Christina Reinhard, Robert C. Atwood, Alasdair Houston, R. Murray Lark, and Sebastian Rudolph
SOIL, 2, 659–671, https://doi.org/10.5194/soil-2-659-2016,https://doi.org/10.5194/soil-2-659-2016, 2016
Short summary
Uncertainty in mapped geological boundaries held by a national geological survey:eliciting the geologists' tacit error model
R. M. Lark, R. S. Lawley, A. J. M. Barron, D. T. Aldiss, K. Ambrose, A. H. Cooper, J. R. Lee, and C. N. Waters
Solid Earth, 6, 727–745, https://doi.org/10.5194/se-6-727-2015,https://doi.org/10.5194/se-6-727-2015, 2015
Short summary
Interpretative modelling of a geological cross section from boreholes: sources of uncertainty and their quantification
R. M. Lark, S. Thorpe, H. Kessler, and S. J. Mathers
Solid Earth, 5, 1189–1203, https://doi.org/10.5194/se-5-1189-2014,https://doi.org/10.5194/se-5-1189-2014, 2014
Short summary

Related subject area

Structural geology
A contribution to the quantification of crustal shortening and kinematics of deformation across the Western Andes ( ∼ 20–22° S)
Tania Habel, Martine Simoes, Robin Lacassin, Daniel Carrizo, and German Aguilar
Solid Earth, 14, 17–42, https://doi.org/10.5194/se-14-17-2023,https://doi.org/10.5194/se-14-17-2023, 2023
Short summary
Rift thermal inheritance in the SW Alps (France): insights from RSCM thermometry and 1D thermal numerical modelling
Naïm Célini, Frédéric Mouthereau, Abdeltif Lahfid, Claude Gout, and Jean-Paul Callot
Solid Earth, 14, 1–16, https://doi.org/10.5194/se-14-1-2023,https://doi.org/10.5194/se-14-1-2023, 2023
Short summary
The Luangwa Rift Active Fault Database and fault reactivation along the southwestern branch of the East African Rift
Luke N. J. Wedmore, Tess Turner, Juliet Biggs, Jack N. Williams, Henry M. Sichingabula, Christine Kabumbu, and Kawawa Banda
Solid Earth, 13, 1731–1753, https://doi.org/10.5194/se-13-1731-2022,https://doi.org/10.5194/se-13-1731-2022, 2022
Short summary
Clustering has a meaning: optimization of angular similarity to detect 3D geometric anomalies in geological terrains
Michał P. Michalak, Lesław Teper, Florian Wellmann, Jerzy Żaba, Krzysztof Gaidzik, Marcin Kostur, Yuriy P. Maystrenko, and Paulina Leonowicz
Solid Earth, 13, 1697–1720, https://doi.org/10.5194/se-13-1697-2022,https://doi.org/10.5194/se-13-1697-2022, 2022
Short summary
Time-dependent Frictional Properties of Granular Materials Used In Analogue Modelling: Implications for mimicking fault healing during reactivation and inversion
Michael Rudolf, Matthias Rosenau, and Onno Oncken
EGUsphere, https://doi.org/10.5194/egusphere-2022-1178,https://doi.org/10.5194/egusphere-2022-1178, 2022
Short summary

Cited articles

Aitkin, M., Anderson, D., and Hinde, J.: Statistical modelling of data on teaching styles, J. Roy. Stat. Soc. A , 144, 419–461, 1981.
Akaike, H.: Information theory and an extension of the maximum likelihood principle, in: Second International Symposium on Information Theory, edited by: Petov, B. N. and Csaki, F., Akademia Kiado, Budapest, 267–281, 1973.
Banerjee, A., Dhillon, I. S., Ghosh, J., and Sra, S.: Clustering on the unit hypersphere using von Mises-Fisher distributions, J. Mach. Learn. Res., 6, 1345–1382, 2005.
Clifford, D.: Distribution of increases in residual log likelihood for nested spatial models, Commun. Stat. Simulat., 35, 779–788, 2006.
Coblentz, D. D. and Richardson, R. M.: Statistical trends in the intraplate stress field, J. Geophys. Res., 100, 245–255, 1995.