The Journal of Geology · 1954 · 48 citations · 7 references
Natural SciencesEarth SciencesGeologyGeomorphologyInformation TheorySedimentologyEntropySediment CompositionSedimentary FaciesSedimentary ProcessesSedimentary StructuresFacies MappingSedimentary Facies AnalysisSedimentary Facies Characterization
The possibility of mapping sedimentary facies by continuous functions of the proportions of the end-members or of quantities derivable from them is examined. Two contrasting procedures are suggested. The first divides the system into classes, each of which contains a unique "end-mixture" of simple type. To express the "distance" between the end-mixture and the other members of the class, a variable quantity, D, is defined. The maximum values of D coincide with the class boundaries. Maps constructed by this method are relatively self-contained and easily interpreted. The second method involves calculation of the entropy, as defined in information theory. Maps showing the distribution of entropy in the system may disclose a physically significant structure. If desired, the two types of maps may be combined. The methods described are applicable to systems of any number of components.
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
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S. Kullback, R. A. Leibler · The Annals of Mathematical Statistics · 1951 · 20K citations · Full text
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Brockway McMillan · The Annals of Mathematical Statistics · 1953 · 428 citations · Full text
Information, Measurement, and Quantum Mechanics
Jerome Rothstein · Science · 1951 · 73 citations