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Factor Analysis of Sphericity and Roundness Statistics and Correspondence Analysis of Size Statistics of the Sediments of Gujarat Coast


Affiliations
1 Schlumberger - Wireline and Testing, P.O. Box. 9097, N.S.E. Estate, Western Express Highway, Goregaon (East), Mumbai - 400 063, India
2 Department of Earth Sciences, IIT Powai, Mumbai - 400 076, India
3 Geological Survey of India, Faridabad - 121 001, India
     

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The present study aims at characterization of beach environment of a part of Gujarat Coast (the entire Saurashtra Coast and the southern portion of Kutch Coast - all facing open sea) with respect to its physical parameters. Prevailing marine forces along with the seasonal fluvial conditions play the pivotal role in bringing out this modern sedimentary environment under discussion. The textural parameters of grain size and shape are chosen for statistical analysis and interpretation.

R-mode factor analysis was carried out on the four sample statistics of two-dimensional projection sphericity and those of two-dimensional projection roundness of beach sand grains ranging in size from 0.3 mm to 0.149 mm. The third factor loadings show that the grains possess bimodality. The factor score interpretations thereof clearly explain this phenomenon in terms of the mixing of sediments from fluvial and marine sources. Correspondence analysis was used to visually represent an interrelationship between individuals (i.e. samples) and attributes (i.e. variables such as size statistics) on the same factorial axes. It is again revealed that sorting does not co-vary with kurtosis suggesting bimodal size distribution.


Keywords

Factor Analysis, Correspondence Analysis, Sediments, Gujarat Coast.
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  • Factor Analysis of Sphericity and Roundness Statistics and Correspondence Analysis of Size Statistics of the Sediments of Gujarat Coast

Abstract Views: 228  |  PDF Views: 2

Authors

Bijaya K. Behera
Schlumberger - Wireline and Testing, P.O. Box. 9097, N.S.E. Estate, Western Express Highway, Goregaon (East), Mumbai - 400 063, India
Basant K. Sahu
Department of Earth Sciences, IIT Powai, Mumbai - 400 076, India
Joyesh Bagchi
Geological Survey of India, Faridabad - 121 001, India

Abstract


The present study aims at characterization of beach environment of a part of Gujarat Coast (the entire Saurashtra Coast and the southern portion of Kutch Coast - all facing open sea) with respect to its physical parameters. Prevailing marine forces along with the seasonal fluvial conditions play the pivotal role in bringing out this modern sedimentary environment under discussion. The textural parameters of grain size and shape are chosen for statistical analysis and interpretation.

R-mode factor analysis was carried out on the four sample statistics of two-dimensional projection sphericity and those of two-dimensional projection roundness of beach sand grains ranging in size from 0.3 mm to 0.149 mm. The third factor loadings show that the grains possess bimodality. The factor score interpretations thereof clearly explain this phenomenon in terms of the mixing of sediments from fluvial and marine sources. Correspondence analysis was used to visually represent an interrelationship between individuals (i.e. samples) and attributes (i.e. variables such as size statistics) on the same factorial axes. It is again revealed that sorting does not co-vary with kurtosis suggesting bimodal size distribution.


Keywords


Factor Analysis, Correspondence Analysis, Sediments, Gujarat Coast.