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the handbook of food engineering practice crc press chapter 10 ...

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The study <strong>of</strong> <strong>the</strong> temperature dependence <strong>of</strong> microbial growth has lately been an area<br />

<strong>of</strong> increased activity. The described kinetic principles are applied to compile <strong>the</strong> neccessary<br />

data for modeling growth behavior, in a multidisciplinary field coded predictive<br />

microbiology (Buchanan,1993; McClure et al., 1994; McMeekin et al., 1993). For a<br />

temperature range below <strong>the</strong> optimum growth temperature ei<strong>the</strong>r <strong>of</strong> <strong>the</strong> two simple<br />

equations, Arrhenius and square root, sufficiently model <strong>the</strong> dependence for all practical<br />

purposes (Labuza et al., 1991). The two-parameter empirical square root model, proposed<br />

by Ratkowsky et al.(1982) has <strong>the</strong> form<br />

k = b (T-T min ) (39)<br />

where k is growth rate, b is slope <strong>of</strong> <strong>the</strong> regression line <strong>of</strong> k vs temperature, and T min is<br />

<strong>the</strong> hypo<strong>the</strong>tical growth temperature where <strong>the</strong> regression line cuts <strong>the</strong> T axis at k =0.<br />

The relation between Q <strong>10</strong> and this ex<strong>press</strong>ion is<br />

⎛T-T min +<strong>10</strong>⎞ 2<br />

Q <strong>10</strong> = ⎝ T-T min ⎠<br />

(40)<br />

Equations with more parameters, to model growth (and lag phase)<br />

dependence through <strong>the</strong> whole biokinetic range, were also introduced, ei<strong>the</strong>r based on <strong>the</strong><br />

square root model ( Ratkowsky et al., 1983) or <strong>the</strong> Arrhenius equation (Mohr and Krawiek,<br />

1980 ; Scoolfield et al., 1981, Adair et al., 1989). They were reviewed and experimentally<br />

evaluated by Zwietering et al. ( 1991).<br />

Traditionally <strong>the</strong> ma<strong>the</strong>matical models relating <strong>the</strong> numbers <strong>of</strong> microorganisms to<br />

temperature have been divide into two main groups (Whiting and Buchanan, 1994): Those<br />

describing propagation or growth primarily refer to <strong>the</strong> lower temperature range, and those<br />

describing <strong>the</strong>rmal destruction at lethal temperature range. Recently, a combined approach<br />

utilizing a single ma<strong>the</strong>matical formula to describe both <strong>the</strong> propagation and destruction<br />

rate constant over <strong>the</strong> entire temperature range, from growth (k(T)>0) to lethality was<br />

35

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