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Operator size and compactness

Figure 3 shows the derivative operators of $ 2^{nd}$ , $ 4^{th}$ , $ 6^{th}$ , and $ 8^{th}$ orders in the $ z$ and $ x$ directions for isotropic and VTI ($ \epsilon$ =0.25, $ \delta$ =-0.29) media. As we can see, isotropic operators become longer when the order of accuracy is higher. Anisotropic operators, however, do not change much in size. One can see that the central parts of the anisotropic operators look similar to their corresponding isotropic operators and change with the order of accuracy; while the outer parts of these anisotropic operators all look similar, and do not change much with the order of accuracy. This indicates that the central parts of the operators are determined by the order of accuracy, while the outer parts are representation of the degree of anisotropy.

Figure 4 shows anisotropic derivative operators with same order of accuracy ($ 8^{th}$ order in space) for three VTI media with different combinations of $ \epsilon$ and $ \delta$ . These operators have similar central parts, but different outer parts. This result is consistent with the previous observation that the central part of an operator is determined by the order of accuracy, and the outer part is controlled by anisotropy parameters.

Figure 5(a) shows the influence of approximation to finite difference ($ 2^{nd}$ and $ 8^{th}$ order, Figures 3(h) and fig:oporder-mop2). The ``anisotropic'' part (``diagonal tails'') are almost the same, and the difference comes from the central part. Figure 5(b) shows the difference between operators with different anisotropy (Figures 4(a) and fig:aniopsize-mop1-order8). The difference mainly lies in the ``tails'' of the operators.

A comparison between Figures 4(a) and fig:aniopsize-mop1-order8 shows that when one has large difference between $ \epsilon$ and $ \delta$ , the operator is big in size and when the difference of $ \epsilon$ and $ \delta$ stays the same, the parameter $ \delta$ affects the operator size. A comparison between Figures 4(b) and fig:aniopsize-mop2-order8 shows that when the difference between $ \epsilon$ and $ \delta$ becomes smaller and $ \delta$ does not change, the operator get smaller in size. This result is consistent with the polarization equation for VTI media with weak anisotropy (Tsvankin, 2005):

$\displaystyle \nu_P=\theta+B\left [\delta+2\left (\epsilon-\delta \right)\sin^2\theta\right]\sin 2\theta   ,$ (10)

where

$\displaystyle B\equiv \frac{1}{2f}=\frac{1}{2\left (1-V_{S0}^2/V_{P0}^2 \right)}. $

$ V_{P0}$ and $ V_{S0}$ are vertical P and S wave velocities, $ \theta$ is the phase angle, and $ \nu_p$ is the P wave polarization angle. This equation demonstrates the deviation of anisotropic polarization vectors with the isotropic ones: difference of $ \epsilon$ and $ \delta$ (which is approximately $ \eta$ for weak anisotropy) and the parameter $ \delta$ control the deviation of $ \nu_P$ from $ \theta$ and therefore the size of the anisotropic derivative operators.

mop0-order8 mop1-order8 mop2-order8
mop0-order8,mop1-order8,mop2-order8
Figure 4.
$ 8^{th}$ order anisotropic pseudo derivative operators for three VTI media: a) $ \epsilon$ =0.25, $ \delta$ =-0.29, b) $ \epsilon$ =0.54, $ \delta$ =0, and c) $ \epsilon$ =0.2, $ \delta$ =0.
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diff0 diff1
diff0,diff1
Figure 5.
(a) The difference between the $ 8^{th}$ and $ 2^{nd}$ order operators (Figures 3(h) and fig:oporder-mop2) for a VTI medium with anisotropy $ \epsilon$ =0.25, $ \delta$ =-0.29 in the $ z$ and $ x$ directions. (b) The difference between the $ 8^{th}$ order anisotropic operators for a VTI medium with anisotropy $ \epsilon$ =0.25, $ \delta$ =-0.29 (Figure 4(a)) and a VTI medium with anisotropy $ \epsilon$ =0.54, $ \delta$ =0 (Figure 4(b)).
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Next: Operator truncation Up: Operator properties Previous: Operator orders

2013-08-29