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The data were fitted to a generalized linear model, a piecewise model, and a logistic curve and evaluated using the Akaike information criterion (AIC).
It is more reasonable to assume that they tend to grow along some variant of what mathematicians call a logistic curve, as illustrated in the graph below.
In order to simulate the middle and final flush processes observed in storm events, a new, realistically simple, parsimonious model (named as logistic wash-off model) is developed with the assumption that surface pollutant loads available for wash-off increase with cumulative runoff volume following a logistic curve.
This naturally follows the shape of a logistic curve as the model is fitting the log odds in a linear regression.
Aderamo (2013) has also characterized growth of cities road networks (Ilorin, Nigeria) using aerial photos and images and he showed that it conforms to a logistic curve.
n-Alkane residual concentrations as a function of time followed a logistic curve, typical of a biodegradation process where a scarcely soluble organic compound is degraded by a growing microbial culture.
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Concentrations of samples were calculated from the standard curve using a logistic curve-fitting algorithm.
For the remaining 122 molecules, the maximum percentage decrease in DCF fluorescence was calculated, and the concentration that produced a 50% effect (EC50) was estimated by interpolation using a fitted logistic curve.
The former was an approximate exponential curve, and the latter was a generalized logistic curve.
Daily ruminal pH variation can be summarized by a cumulative logistic curve based on the amount of time below multiple pH points and characterized by 2 parameters (β0 and β1).
A sigmoid logistic curve was used to generate the standard curve.
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