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<br />OD13J4 <br /> <br />35 <br /> <br />calibration parameters of the conceptual models, than to the many <br />calibration parameters of the physically-based models. <br />In addition to these three predictive capability tests, the <br />published results were subjected to a correlation test. The writers <br />postulated that the predictive capability of a particular model might <br />be some function of certain basin or event characteristics. For <br /> <br />example, the storm water management model (SWMM) might predict the <br /> <br /> <br />5 year event in a 1 square mile basin that is 40% developed perfectly; <br /> <br /> <br />but its predictive ability might decrease for other events, other <br /> <br />basin sizes, or different percentages of development. <br />In the correlation test, the writers evaluate the correlation of <br /> <br />the peak discharge ratio (QpRATIO) to the basin area, the percent <br /> <br /> <br />imperviousness, and the recurrence interval of the storm event. The <br /> <br /> <br />highest correlation coefficient is less than 0.5 as shown in <br /> <br /> <br />Table 1I-7. This low correlation indicates that either the limited <br /> <br />amounts of data preclude a strong showing of correlation, or no sig- <br />nifica~t correlation exists between the prediction measure and the <br />three independent variables chosen. <br />Summary of test results - The results of these comparison tests <br />produce two significant findings: first, the physically-based models <br />(as a group) do not provide significantly better runoff response pre. <br />dictions; and second, the predictive capability of conceptual models <br />is less sensitive to the model user than is the predictive capability <br />of the physically-based models. These findings suggest that, at the <br />present time, the cost effective rainfall-runoff models for local <br /> <br />governments are the conceptual models. Their predictive ability is <br />as good as the physically-based models, yet they are generally less <br />