deletions | additions       diff --git a/The_correlation_between_observed_data__1.tex b/The_correlation_between_observed_data__1.tex  deleted file mode 100644  index b1fdd10..0000000  --- a/The_correlation_between_observed_data__1.tex  +++ /dev/null 
...
The correlation between observed data and final inversion result is slightly improved, though the initial set of SGS realizations are already well correlated with the observed data. It is also important to obtain a result that honor the original distribution (i.e.\ the observed data). The quantile-quantile (q-q) plot is best suited to study how much two different distributions are similar. Figure \ref{fig:qqplot} shows the q-q plot for the reference model and the inversion result for $V_p$, $V_s$, $\rho$ and $\phi$. A \num{45}-reference line is also plotted in red. Since almost all the points fall along the reference line, we consider that the inversion results distributions are the same as the observed distributions.    diff --git a/layout.md b/layout.md  index 0de7706..0b2a133 100644  --- a/layout.md  +++ b/layout.md 
...
figures/final_model/final_model.png  subsection_Model_Validation_A_statistical__.tex  figures/correlation/correlation.png  The_correlation_between_observed_data__1.tex  figures/qqplot1/qqplot.png  Recently_a_measure_of_structural__.tex  figures/ssim/ssim.png