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Relation between density and temperature

Let us study the relation between tex2html_wrap_inline1647 and tex2html_wrap_inline1649 . We only consider the region from +15 to tex2html_wrap_inline1717 centrifugal latitude, where the tex2html_wrap_inline1647 and tex2html_wrap_inline1649 measurements are independent and the uncertainties rather small. Fig. 2 shows the data plotted as temperature versus density in a log-log format, and the associated best-fit line. Since it would be inadequate to determine the slope from a classical linear least-squares fitting, because of the finite errors bars on both tex2html_wrap_inline1647 and tex2html_wrap_inline1649 , we used a standard (non-linear) approach taking into account the uncertainties on both variables ([Press et al. 1992]); to calculate the tex2html_wrap_inline1779 merit function, the square deviations between measurements and model are weighted by tex2html_wrap_inline1781 , where tex2html_wrap_inline1783 and tex2html_wrap_inline1785 are the measurement uncertainties and tex2html_wrap_inline1787 the slope to be determined, in log-log coordinates. This yields the polytrope relation

  eqnarray124

with tex2html_wrap_inline1789 (3 tex2html_wrap_inline1791 ).

The correlation coefficient between tex2html_wrap_inline1647 and tex2html_wrap_inline1649 is r = -0.87. Given the number of data points (46), the level of significance of that anticorrelation is very high.

  figure131
Figure 2:   Electron parameters measured in situ aboard Ulysses, plotted as temperature versus density, and the associated best-fit line. The data span tex2html_wrap_inline1651 in latitudinal distance. (The longitude varies by tex2html_wrap_inline1653 , centered near tex2html_wrap_inline1655 , and the Jovicentric distance only varies from 7.1 to 8.4 tex2html_wrap_inline1657 . We have used the data plotted with solid error bars in Fig.1, which are independent measurements of tex2html_wrap_inline1647 and tex2html_wrap_inline1649 .)



Michel Moncuquet
Mon Feb 2 16:12:15 MET 1998