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Regularization of the AVO inverse problem by means of a ...

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CHAPTER 4. TWO-TERM <strong>AVO</strong> INVERSION 49<br />

Time (s)<br />

a)<br />

Time (s)<br />

a) b)<br />

0.2<br />

0.2<br />

0.4<br />

0.6<br />

−0.2 0 0.2<br />

0.4<br />

0.6<br />

−0.2 0 0.2<br />

Figure 4.3: (a) P-wave impedance (RMSErα = 0.0311), and (b) S-wave impedance<br />

(RMSErβ = 0.0472) retrieved from noiseless data (S/N=104 ) using Multivariate<br />

Gaussian as a priori.<br />

0.2<br />

0.4<br />

0.6<br />

100<br />

Offset (m)<br />

1100 2100<br />

b)<br />

0.2<br />

0.4<br />

0.6<br />

100<br />

Offset (m)<br />

1100 2100<br />

c)<br />

0.2<br />

0.4<br />

0.6<br />

100<br />

Offset (m)<br />

1100 2100<br />

Figure 4.4: (a) The input data (S/N=10 4 ), (b) <strong>the</strong> predicted data, and (c) <strong>the</strong><br />

difference between <strong>the</strong> input and <strong>the</strong> predicted data using Multivariate Gaussian as<br />

a priori.<br />

0.04<br />

0.02<br />

0<br />

-0.02<br />

-0.04

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