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Using the CAD for quantitative geomorphology by comparing observed with predicted CADs

The gray circles on Figure 6 show the observed CAD of sample C (sand collected at the apex of the alluvial fan). The difference with the predicted CAD is immediately apparent. A useful tool for comparing two (cumulative) distributions is the quantile-quantile (Q-Q) plot [p. 353 of Rice, 1995]. In a Q-Q plot, the quantiles of one distribution are plotted against those of another. Two distributions are equal if and only if they plot on the 1:1-line. This is clearly not the case for the CAD of sample C (gray circles on Figure 7). Sample C consists of very young ages between 6 and 19Ma indicating that it was derived from very low elevations. This very localized provenance of sample C suggests that sediments in the presently active Marble Creek are derived from a single rock fall event localized very close to the mouth of the Marble Creek drainage, at an elevation of at most 500m above the sample location (Figures 1 and 2).

Figure 7: Quantile-quantile (Q-Q) plot of expected versus observed AFT ages. Young ages are overrepresented in sample C (single sample of sand), indicating that it was derived from low elevations. The CADs of the composite sample D are closer to the predicted distribution, indicating that over longer timescales, sediments are derived from the entire drainage, albeit with greater contributions from lower elevations than from further away.
Image fig7

Thus far, we have studied clasts A and B and a single sand sample C. The next logical study is a composite of the entire alluvial fan, in an attempt to get a more integrated view of the entire drainage basin. 47 samples were collected from all over the alluvial fan (sample D: circles on Figure 2). These samples can be jointly considered, because the time span covered by fan surfaces in debris flow dominated alluvial fans of the Owens Valley is relatively short ($<$ 100ka; Dühnforth et al., 2007). To estimate the possible importance of grain-size induced bias, these samples were divided into a coarse (5 cm $>$ clasts $>$ 7.925 mm) and a fine (2.794 mm $>$ clasts $>$ 0.595 mm) fraction. Then, the samples from each of the two groups were mixed and dated with the AFT method. The resulting CADs are shown as white squares and black circles on Figure 6. Most apatites in the composite sample are older than sample C. The coarse fraction appears to be slightly younger than the fine fraction, but the difference is not statistically significant (compare the distance between the two CADs with the width of the gray confidence band in Figure 6), and we may conclude that grain-size effects are not very important. Just as we did for sample C, we compare the observed and predicted CADs for sample D by plotting them on a Q-Q plot (Figure 7). This analysis indicates that the composite sample was derived from the entire drainage. Most of the sediment was derived from low elevations, with smaller contributions from further away.

$\sim$ 5% of the detrital grains in sample D have a zero AFT age whereas other apatites appear to be well over 100 Ma old, apparently contradicting the 10-55 Ma age range predicted by the PAZ-curve of Stockli et al. [2000]. At first glance, this observation seems to suggest that some apatites are derived from outside the Marble Creek catchment. There are at least two possible sources for such ``contamination'': (1) the catchment is down wind from the Long Valley caldera, and the area was likely covered by a thick layer of Bishop volcanic ash; and (2) eolian processes in the arid Owens Valley might contaminate the Marble Creek alluvial fan with modern dust. The first possibility can be ruled out because the relatively coarse grain-size of sample D allowed verification of its granite and marble composition. Virtually no tuff was found. The coarse grain-size of sample D also drastically reduces the probability of modern eolian contamination. Alternatively, the ``anomalous'' AFT ages can be much more easily explained by the counting statistics discussed in Section 2.


next up previous
Next: Suggestions for future improvements Up: CADs of the Marble Previous: Predicted CAD
Pieter Vermeesch 2007-01-25