Skip to main content

Fractal Measures of Heterogeneity and Correlation

  • Chapter
Fractal Physiology

Part of the book series: Methods in Physiology Series ((METHPHYS))

Abstract

If anything is characteristic of biological signals it is that they fluctuate. Yet, like the staggering progress of science, there is direction and correlation. We often need to characterize correlations, that is, the degree and extent of similarity of a measured property as it varies in space and time. The use of the normal curve assumes the fluctuations are independent, not correlated. However, in nature these fluctuations are more structured. For example, structured correlations occur in the variation in density of water in a cloud, the variation in regional blood flow, and local receptor densities in an organ.

Science is said to proceed on two legs, one of theory (or, loosely, of deduction) and the other of observation and experiment (or induction). Its progress, however, is less often a commanding stride than a kind of halting stagger—more like the path of the wandering minstrel than the straight-ruled trajectory of a military marching band.

Timothy Ferris (1988)

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Reference

  • Hurst, H. E. Long-term storage capacity of reservoirs. Trans. Amer. Soc. Civ. Engrs. 116: 770 - 808, 1951.

    Google Scholar 

  • Mandelbrot, B. B., and J. R. Wallis. Noah, Joseph, and operational hydrology. Water Resour. Res. 4: 909 - 918, 1968.

    Article  Google Scholar 

  • Feder, J. Fractals. New York: Plenum Press, 1988.

    Google Scholar 

  • Mandelbrot, B. B., and J. W. Van Ness. Fractional brownian motions, fractional noises and applications. SIAM Rev. 10: 422 - 437, 1968.

    Article  Google Scholar 

  • Bassingthwaighte, J. B. Physiological heterogeneity: Fractals link determinism and randomness in structures and functions. News Physiol. Sci. 3: 5 - 10, 1988.

    PubMed  Google Scholar 

  • Bassingthwaighte, J. B., and R. P. Beyer. Fractal correlation in heterogeneous systems. Physica D 53: 71 - 84, 1991.

    Article  Google Scholar 

  • Krige, D. G. A statistical approach to some basic mine valuation problems in the Witwatersrand. Chem. Metall. Mining Soc. South Africa Jour. 52:119-139, 1951.

    Google Scholar 

  • Voss, R. F. Fractals in nature: From characterization to simulation. In: The Science of Fractal Images, edited by H. O. Peitgen and D. Saupe. New York: Springer-Verlag, 1988, pp. 21 - 70.

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 1994 American Physiological Society

About this chapter

Cite this chapter

Bassingthwaighte, J.B., Liebovitch, L.S., West, B.J. (1994). Fractal Measures of Heterogeneity and Correlation. In: Fractal Physiology. Methods in Physiology Series. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7572-9_4

Download citation

  • DOI: https://doi.org/10.1007/978-1-4614-7572-9_4

  • Publisher Name: Springer, New York, NY

  • Online ISBN: 978-1-4614-7572-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics