Variogram Panel
Variograms model the spatial continuity of whatever data is being gridded (in this case, subsea depth of formation top).
Click the Points button on the left of the panel to calculate the variogram points. The All Variograms graph shows the variograms for the northwest, north, northeast, and east directions as well as the vertical variogram. The well pair variance graph shows how the variance between wells varies with the distance between them. For those well pairs that are close (small separation distance) but that still have large variances, there is usually error associated with either the data, the location, or the markers. The areal variogram graph shows how reservoir continuity varies in the different directions.
Click the Curve button to fit a variogram model to the calculated points. If you don’t know which model to choose, select Spherical first. For structure depth type of data, the spherical variogram is ususally tried first.
Points to check in Variogram panel:
1. Make sure you have multiple wells if you want to calculate areal variogram.
2. You need multiple data points in each trace to calculate vertical variogram.
3. In the current version each project should contain one type of data for variogram calculation.
4. Calculate the variogram points first.
5. Curve fit the results. The fit is automatic as soon as you choose a model.
6. Other graphs may be brought up from the Graph button on the left. Change the graphs with Options pulldown menu Graphpar panel. For example you may turn off some of the curves on the All Variograms graph.
7. Variograms usually increases with distance.
8. Vertical variogram usually reaches high variance value in much shorter distance.
9. Well Pair Variance graph is a good indicator of data quality. For those well pairs that are in short distance but showing relatively large variance, there is usually problem in the data or well location.
10. Correlation Ratio to Vertical (CR_v) is usually larger than 10 (50, 100, 1000 depending on the data) if the vertical scale is depth. If vertical scale is layer index (when imported as layer data), it depends on the layer thickness and whether the data in different layers are correlated.
Go to the next panel by either clicking on the Next button on the lower left or by clicking on GridOption on the right hand side of the panel.
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