Abstract
Pore size distribution (PSD) in apple tissue and fat-connective size distribution (FSD) in hams are the fundamental physical properties analyzed in assessing their quality. In apple tissue, PSD is related to the mass-transport phenomena characteristics and complexity of oxygen (O2) and carbon dioxide (CO2) diffusivity, and in the case of hams, FSD is related to sensory properties such as texture, taste, quality of raw meat, and visual appearance. In both food products, accurate representation of these microstructural properties is needed for an objective quality characterization and prediction during apple preservation and ham formulation.
This chapter gives an overview of the multifractal theory as applied to natural objects and systems and illustrates in two examples the applications of this approach for characterizing contrasting PSD in apple tissue and FSD in cooked pork ham images. The identification of potential multifractal parameters, such as D 0, D 0, α(0) − α(1), α(−1) − α(0), D 0 − D 1, f[α(−1)] − D 0, and D 1/D 0, as well as multifractal spectrums, such as\( f\left( \alpha \right) \)-spectra and D q -spectra, which are useful for quality characterization and classification of these samples, will be the final aim.
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References
Baoping J (1999) Nondestructive technology for fruits grading. In: Proceedings of 1999 international conference on agricultural engineering, Beijing, China, pp IV127–IV133
Baumann H, Henze J (1983) Intercellular space volume of fruit. Acta Hort 138:107–111
Callen HB (1985) Thermodynamics and an introduction to thermostatistics, 2nd edn. Wiley, New York
Celia M, Reeves P, Ferrand L (1995) Recent advances in pore scale models for multiphase flow in porous media. Rev Geophys Suppl 33:1049–1057
Cheng Q, Banks NH, Nicholson SE, Kingsley AM, Mackay BR (1998) Effects of temperature on gas exchange of “Braeburn” apples. NZ J Crop Hort Sci 26:299–306
Chhabra A, Jensen RV (1989) Direct determination of the f(alpha) singularity spectrum. Phys Rev Lett 62(12):1327–1330
Chhaabra AB, Meneveu C, Jensen RV, Sreenivasan KR (1989) Direct determination of the f(alpha) singularity spectrum and its application to fully developed turbulence. Phys Rev A 40:5284–5294
Cox LB, Wang JSY (1993) Fractal surfaces: measurements and applications in earth sciences. Fractals 1:87–117
Delgado AE, Sun D-W (2001) Heat and mass transfer models for predicting freezing process – a review. J Food Eng 47(3):157–174
Dražeta L, Lang A, Alistair JH, Richard KV, Paula EJ (2004) Air volume measurement of “Braeburn” apple fruit. J Exp Bot 55:1061–1069
Eghball B, Schepers JS, Negahban M, Schlemmer MR (2003) Spatial and temporal variability of soil nitrate and corn yield: multifractal analysis. Agron J 95:339–346
Esau K (1977) Anatomy of seed plants. Wiley, New York
Everstz CJG, Mandelbrot BB (1992) Multifractal measures. In: Peitgen H, Jürgens H, Saupe D (eds) Chaos and fractals. Springer, Berlin, pp 922–953
Gouyet J-F (1996) Physics and fractal structures. Springer, New York
Grassberger P, Procaccia I (1983) Characterization of strange attractors. Phys Rev Lett 50(5):346–349
Halsey TC, Jensen MH, Kadanoff LP, Procaccia I, Shraiman BI (1986) Fractal measures and their singularities: the characterization of strange sets. Phys Rev A 33(2):1141–1151
Harker FR, Ferguson IB (1988) Calcium ion transport across discs of the cortical flesh of apple fruit in relation to fruit development. Physiol Plant 74:695–700
Harker FR, Hallet IC (1992) Physiological changes associated with development of mealiness of apple fruit during cool storage. HortScience 27:1291–1294
Harker FR, Watkins CB, Brookfield PL, Miller MJ, Reid S, Jackson PJ, Bieleski RL, Bartley T (1999) Maturity and regional influences on watercore development and its postharvest disappearance in “Fuji” apples. J Am Soc Hortic Sci 124:166–172
Hentchel HGE, Procaccia I (1983) The infinite number of generalized dimensions of fractals and strange attractors. Physica D 8:435–444
Ho QT, Verlinden BE, Verboven P, Nicolaï BM (2006) Gas diffusion properties at different positions in the pear. Postharvest Biol Technol 41:113–120
IEC (1999) IEC 61966–2–1: multimedia systems and equipment – colour measurements and management – Part 2–1: colour management – default RGB color space – sRGB. International Electrotechnical Commission (IEC), Geneva, Switzerland
Kennedy C (2003) Developments in freezing. In: Zeuthen P, Bøgh-Sørensen L (eds) Food preservation techniques. CRC Press, Cambridge/England, pp 228–240
Ketipearachchi KW, Tatsumi J (2000) Local fractal dimensions and multifractal analysis of the root system of legumes. Plant Prod Sci 3:289–295
Khan AA, Vincent JFV (1990) Anisotropy of apple parenchyma. J Sci Food Agric 52:455–466
Korvin G (1992) Fractals models in the earth sciences. Elsevier, Amsterdam, The Netherlands
Kravchenko AN, Boast CW, Bullock DG (1999) Multifractal analysis of soil variability. Agron J 91:1033–1041
Kuroki S, Oshita S, Sotome I, Kawagoe Y, Seo Y (2004) Visualization of 3-D network of gas-filled intercellular spaces in cucumber fruit after harvest. Postharvest Biol Technol 33:255–262
Mandelbrot BB (1992) The fractal geometry of nature, 2nd edn. W.H. Freeman, New York
Mardia KV, Hainsworth TJ (1988) A spatial thresholding method for image segmentation. IEEE Trans Pattern Anal Mach Intell 6:919–927
Martino MN, Otero L, Sanz PD, Zaritzky NE (1998) Size and location of ice crystals in pork frozen by high-pressure-assisted freezing as compared to classical methods. Meat Sci 50(3):303–313
Mendoza F, Verboven P, Mebatsion HK, Kerckhofs G, Wevers M, Nicolaï BM (2007) Three-dimensional pore space quantification of apple tissue using x-ray computed microtomography. Planta 226:559–570
Mendoza F, Valous NA, Allen P, Kenny TA, Ward P, Sun D-W (2009) Analysis and classification of commercial ham slice images using directional fractal dimension features. Meat Sci 81(2):313–320
Oh W, Lindquist W (1999) Image thresholding by indicator kriging. IEEE Trans Pattern Anal Mach Intell 21:590–602
Pascual M, Ascioti FA, Caswell H (1995) Intermittency in the plankton: a multifractal analysis of zooplankton biomass variability. J Plankton Res 17:1209–1232
Plotnick RE, Gardner RH, Hargrove WW, Prestegaard K, Perlmutter M (1996) Lacunarity analysis: a general technique for the analysis of spatial patterns. Phys Rev E 53(5):5461–5468
Rajapakse NC, Banks NH, Hewett EW, Cleland DJ (1990) Development of oxygen concentration gradients in flesh tissues of bulky plant organs. J Am Soc Hortic Sci 115:793–797
Raven JA (1996) Into the voids: the distribution, function, development and maintenance of gas spaces in plants. Ann Bot 78:137–142
Rényi A (1995) On a new axiomatic theory of probability. Acta Mathematica Hungarica VI 3–4:285–335
Scheuring I, Riedi RH (1994) Application of multifractals to the analysis of vegetation pattern. J Veg Sci 5:489–496
Shannon CE, Weaver W (1949) The mathematical theory of communication. University of Illinois Press, Chicago
Sterling C (1968) Effect of low temperature on structure and firmness of apple tissue. J Food Sci 33:577–580
Sun D-W (ed) (2001) Advances in food refrigeration. Leatherhead Publishing, LFRA Ltd, Surrey
Valous NA, Mendoza F, Sun D-W, Allen P (2009) Colour calibration of a laboratory computer vision system for quality evaluation of pre-sliced hams. Meat Sci 81(1):132–141
Vicsek T (1992) Fractal growth phenomena, 2nd edn. Word Scientific Publishing, Singapore
Vincent JFV (1989) Relationships between density and stiffness of apple flesh. J Sci Food Agric 31:267–276
Volz RK, Harker FR, Hallet IC, Lang A (2004) Development of texture in apple fruit – a biophysical perspective. Acta Hort 636:473–479
Voss RF (1988) Fractals in nature: from characterization to simulation. In: Peitgen H-O, Saupe D (eds) The sciences of fractal images. Springer, New York, pp 21–69
Westwood MN, Batjer LP, Billingsley HD (1967) Cell size, cell number and fruit density of apples as related to fruit size, position in the cluster and thinning method. Proc Am Soc Hort Sci 91:51–62
Xiaoyan G, Peiling Y, Shumei R, Yunkai L (2007) Multifractal analysis of soil structure under long-term wastewater irrigation based on digital image technology. NZ J Agric Res 50:789–796
Yamaki S, Ino M (1992) Alteration of cellular compartmentation and membrane permeability to sugars in immature and mature apple fruit. J Am Soc Hortic Sci 117:951–954
Yearsley CW, Banks NH, Ganesh S (1997a) Temperature effects on the internal lower oxygen limits of apple fruit. Postharvest Biol Technol 11:73–83
Yearsley CW, Banks NH, Ganesh S (1997b) Effects of carbon dioxide on the internal lower oxygen limits of apple fruit. Postharvest Biol Technol 12:1–13
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The authors gratefully acknowledge the Food Institutional Research Measure (FIRM) strategic research initiative, as administered by the Irish Department of Agriculture and Food, for their financial support.
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Mendoza, F., Valous, N., Delgado, A., Sun, DW. (2010). Multifractal Characterization of Apple Pore and Ham Fat-Connective Tissue Size Distributions Using Image Analysis. In: Aguilera, J., Simpson, R., Welti-Chanes, J., Bermudez-Aguirre, D., Barbosa-Canovas, G. (eds) Food Engineering Interfaces. Food Engineering Series. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-7475-4_25
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