Applications of fractals in soil and tillage research: a review

Abstract Fractals are spatial and temporal model systems generated using iterative algorithms with simple scaling rules. This paper reviews the literature on spatial fractals as it applies to soil and tillage research. Applications of fractals in this area can be grouped into three broad categories: (i) description of soil physical properties; (ii) modeling soil physical processes; (iii) quantification of soil spatial variability. In terms of physical properties, fractals have been used to describe bulk density, pore-size distribution, pore surface area, particle-size distribution, aggregate-size distribution, ped shape and soil microtopography. In terms of physical processes, fractals have been used to model adsorption, diffusion, transport of water and solutes, brittle fracture and fragmentation. In terms of spatial variability, fractals have been applied to quantify distributions of soil properties and processes using semivariograms, power spectra and multifractal spectra. Further research is needed to investigate the specificity of different fractal models, to collect data for testing these models, and to move from the current descriptive paradigm towards a more predictive one. Fractal theory offers the possibility of quantifying and integrating information on soil biological, chemical and physical phenomena measured at different spatial scales.

[1]  S. Wheatcraft,et al.  Fluid Flow and Solute Transport in Fractal Heterogeneous Porous Media , 1991 .

[2]  Anne M. Parkhurst,et al.  Fractal Analysis for Morphological Description of Corn Roots under Nitrogen Stress , 1993 .

[3]  P. A. Burrough,et al.  Multiscale sources of spatial variation in soil. I: The application of fractal concepts to nested levels of soil variation , 1983 .

[4]  John W. Crawford,et al.  Quantification of fungal morphology, gaseous transport and microbial dynamics in soil: an integrated framework utilising fractal geometry , 1993 .

[5]  Peter Pfeifer,et al.  Fractal dimension to describe soil macropore structure using X ray computed tomography , 1994 .

[6]  Garrison Sposito,et al.  Fractal Fragmentation, Soil Porosity, and Soil Water Properties: I. Theory , 1991 .

[7]  M. Kembłowski,et al.  Infiltration in Soils with Fractal Permeability Distribution , 1993 .

[8]  W. Friesen,et al.  Fractal dimensions of coal particles , 1986 .

[9]  Scott W. Tyler,et al.  Fractal processes in soil water retention , 1990 .

[10]  E. Perfect,et al.  Comparison of functions for characterizing the dry aggregate size distribution of tilled soil , 1993 .

[11]  E. Perfect,et al.  Multifractal Model for Soil Aggregate Fragmentation , 1993 .

[12]  F. Bartoli,et al.  Structure and self‐similarity in silty and sandy soils: the fractal approach , 1991 .

[13]  H.W.G. Booltink,et al.  Using fractal dimensions of stained flow patterns in a clay soil to predict bypass flow. , 1992 .

[14]  John W. Crawford,et al.  On the relation between number-size distributions and the fractal dimension of aggregates , 1993 .

[15]  Dominique Courault,et al.  Testing roughness indices to estimate soil surface roughness changes due to simulated rainfall. , 1990 .

[16]  E. Perfect,et al.  Fractal Dimensions of Soil Aggregate‐size Distributions Calculated by Number and Mass , 1992 .

[17]  E. Perfect,et al.  Brittle Fracture of Fractal Cubic Aggregates , 1995 .

[18]  D. R. Nielsen,et al.  Fractal description of wetting front instability in layered soils , 1994 .

[19]  Scott W. Tyler,et al.  Fractal scaling of soil particle-size distributions: analysis and limitations , 1992 .

[20]  L. N. Mielke,et al.  Fractal description of soil fragmentation for various tillage methods and crop sequences. , 1993 .

[21]  W. Rawls,et al.  Predicting Saturated Hydraulic Conductivity Utilizing Fractal Principles , 1993 .

[22]  E. Perfect,et al.  Unbiased estimation of the fractal dimension of soil aggregate size distributions , 1994 .

[23]  Garrison Sposito,et al.  Fractal Fragmentation, Soil Porosity, and Soil Water Properties: II. Applications , 1991 .

[24]  W. J. Rawls,et al.  Fractal Description of Macroporosity , 1992 .

[25]  L. Zhixiong,et al.  Fractal dimensions of soil strengths for paddy fields in China , 1994 .

[26]  Sakae Shibusawa Fractals in clods formed with rotary tillage , 1992 .

[27]  Toshio Sakuma,et al.  Evaluation of the effect of morphological features of flow paths on solute transport by using fractal dimensions of methylene blue staining pattern , 1992 .

[28]  Scott W. Tyler,et al.  Application of Fractal Mathematics to Soil Water Retention Estimation , 1989 .

[29]  Carlos E. Puente,et al.  Statistical and Fractal Evaluation of the Spatial Characteristics of Soil Surface Strength , 1994 .

[30]  Z. Sokołowska On the role of energetic and geometric heterogeneity in sorption of water vapour by soils: application of a fractal approach , 1989 .

[31]  L. E. Scriven,et al.  Hydraulic Conductivity of Porous Media at Low Water Content , 1990 .

[32]  Joe M. Bradford,et al.  Applications of a Laser Scanner to Quantify Soil Microtopography , 1992 .

[33]  T. J. Marshall A RELATION BETWEEN PERMEABILITY AND SIZE DISTRIBUTION OF PORES , 1958 .

[34]  M. Borkovec,et al.  ON PARTICLE-SIZE DISTRIBUTIONS IN SOILS , 1993 .

[35]  J. Niemeyer,et al.  The fractal dimension of the pore‐volume inside soils , 1989 .

[36]  R. Hatano,et al.  The role of macropores on rooting pattern and movement of water and solutes in various field soils. , 1990 .

[37]  A. C. Armstrong On the fractal dimensions of some transient soil properties , 1986 .

[38]  Gabor Korvin,et al.  Fractal models in the earth sciences , 1992 .

[39]  I. Young,et al.  The analysis of fracture profiles of soil using fractal geometry , 1992 .

[40]  J. Scott Shepard,et al.  Using a Fractal Model to Compute the Hydraulic Conductivity Function , 1993 .

[41]  Gaylon S. Campbell,et al.  A SIMPLE METHOD FOR DETERMINING UNSATURATED CONDUCTIVITY FROM MOISTURE RETENTION DATA , 1974 .

[42]  E. Perfect,et al.  Spatial variability of soil penetrometer measurements at the mesoscopic scale , 1990 .

[43]  C. Kampichler,et al.  Roughness of soil pore surface and its effect on available habitat space of microarthropods , 1993 .

[44]  Hideki Takayasu,et al.  Fractals in the Physical Sciences , 1990 .

[45]  Kazuhiko Ohmiya Fractal dimensions of terrain profiles , 1991 .

[46]  N. M. Holden,et al.  A two‐dimensional quantification of soil ped shape , 1993 .

[47]  Keith L. Bristow,et al.  Equation for extending water-retention curves to dryness , 1991 .

[48]  Benoit B. Mandelbrot,et al.  Fractal Geometry of Nature , 1984 .

[49]  John W. Crawford,et al.  The fractal structure of soil aggregates: its measurement and interpretation , 1991 .