Advanced Estimation

Defining custom zones for soft boundary estimation

Advanced Estimation - Define Custom Zones

To access this dialog:

  • Using the Advanced Estimation dialog, select Define Custom Zones from the left-hand menu system. This panel requires that at least one zone has been defined for your estimation scenario.

This panel is used to define custom zones for soft boundary analysis. Zone combinations selected in the Select zones table are generated based on the unique attribute value (or combinations of values) found in the selected Zone 1 and Zone 2 fields on the Select Samples panel.

If the geostatistical characteristics of two or more zones are similar it may be beneficial for estimation to include samples from other zones. This is particularly useful if some zones have few samples.  Defining soft boundaries allows the estimation in a model zone to use samples from more than one sample zone.  For example, samples in zones 2, 4 and 6 are used for estimating model cells in model zone 2; samples in zones 4 and 6 for cells in zone 4, and samples in zones 2 and 6 for cells in zone 6. In this situation the zone boundaries are defined as Soft boundaries.

Soft boundaries are modelled by defining Custom sample zones comprising two or more sample zone values. The Custom zone is then selected when defining the samples to use to estimate a model zone.

You can select any of the sample zones listed on the left and combine them into a single Custom zone. This can then be assigned to a particular Model Zone using the Define Estimations panel, as part of setting up soft boundary estimation.

For example, if both Zone 1 and Zone 2 attributes were chosen, where Zone 1 contains values 1, 2 and 3 and Zone 2 contains values A and B, the following combinations are generated:

  • 1/A, 2/A, 3/A, 1/B, 2/B, 3/B

You can then assign any of these combinations to a custom zone. For example, 1/A and 2/B.

If only one zone field is specified on the Select Samples panel, the unique values of that zone (including absent, if absent zone values exist) are listed.

Once a custom zone has been defined, the Bivariate Statistics panel can be used to generate zone statistics.


Zone Information in Output Files

If hard or soft boundaries are defined and you choose to output a SAMPOUT file (containing information about which samples contribute to a block estimation), the following fields in that file can help you understand more about how zonal control has been applied to the estimation. The following fields are included in the SAMPOUT file for this purpose:

I_{Zone}

The {Zone} from which the sample originates (the input zone).

O_{Zone}

The {Zone} that the sample affects (the output zone).

O_IJK

the IJK value of the block model.

 

Similarly, the output model will contain a COUNTFLD field, the value of which will be defined by the Zone Parameter (ZPAR) file. There will be one column for each zone combination configured in the model and, if set up using the Advanced Estimation console, will be set in the format {Zone1}/{Zone2}_N.

 

  • Using the Define Custom Zones panel

  1. First, select one or more of the sample zones listed on the left. These are the zones that will be considered when assessing sample values as part of estimation.

  2. Clicking Add Zone will add a new custom zone from the ticked sample zone combinations in the list of available zones and add it to the list of custom zones on the right. The custom zone name is a concatenated string of all of the selected zones.

  3. If you want to, select the newly-created custom zone and Rename it.

  4. Selecting a custom zone) will update the list on the left to show which sample zones make up that custom zone (highlighted by a selected check box). You can change custom zone assignments by editing the check boxes on the left.

  5. If there is a Custom zone you no longer need, you can select Delete to remove the zone combination from custom zones. If this Custom zone is already assigned to a model zone on the Define Estimation panel (Soft Boundary Setup), that assignment will be automatically removed and, for that model zone, a hard boundary estimation will be performed.

  6. The Custom Zone Sample Summary table at the bottom will show the statistics of all defined custom zones.

  7. To assess custom zones further, you can generate statistics for them using the Bivariate Statistics panel, where they will be listed alongside standard zones (or zone combinations).

Hard and Soft Boundary Estimation

In many estimation studies there will be a 1:1 match between the zone in which the model cell is located and the zone in which the samples are located. Only samples in zone N are used to estimate model cells in zone N. These zone boundaries are defined as Hard boundaries.

If the geostatistical characteristics of two or more zones are similar it may be beneficial for estimation to include samples from other zones. This is particularly useful if some zones have few samples.  Defining soft boundaries allows the estimation to use samples from more than one zone. For example, samples in zones 2, 4 and 6 are used for estimating model cells in zone 2; samples in zones 4 and 6 for cells in zone 4, and samples in zones 2 and 6 for cells in zone 6. In this situation the zone boundaries are defined as Soft boundaries.

Soft boundaries are modelled by defining Custom zones of two or more sample zones. Each custom zone is then assigned to a model zone when the estimations are defined using the Define Estimations panel.

 

 

Note: Advanced Estimation is part of the Studio RM toolset. Additional licensing modules aren't required.

Field Details:

Select zones: use the check boxes provided to assign one or more listed zones (or zone combinations) to a new custom zone. If a custom zone is already selected on the right, you can adjust the check box settings to amend the assignments for that custom zone and Update the selected custom zone.

Add Zone: Create a new Custom zone based on the current zone (or zone combination) selections on the left. A default naming convention is used for new custom zones ([zone]+[zone]+[zone]+...) e.g. "Zone1+Zone2+Zone3"

Update: if a Custom zone is selected, you can update its zone assignments using this button. The configuration of zones in the Select zones list will be applied to the highlighted Custom zone.

Custom zones: lists all currently-defined custom zones. You can select a zone in this list and update, delete or rename it.

Delete: deletes the currently selected Custom zone. If the custom zone is used in a current estimation definition, that estimation will be converted to a hard boundary estimation.

Rename: rename the currently selected custom zone. This will automatically update other panels where the custom zone can be seen.

Custom Zone Sample Summary: this command group contains a table showing, for each distinct zone.

Zone: custom zone identifier(s) for each combination of zone values.  If two zone fields have been selected then the zone values will be separated by the “/” symbol.  The bottom row will be shown as zone “All”, giving statistics over all zones or in the case where no zones have been selected.

Samples: the total number of samples for the specified zone(s).

2D: will state "Yes" if , for each zone, the z-span of all the coordinates in the zone is close to zero. It will show "No" if this isn't the case, and the data will be treated as 3D.

No of Holes: if a Hole ID field has been selected above, this column contains the number of holes for which zone values have been detected.

Range dist: the span of the data hull enclosing all samples. This distance is normally greater than the maximum distance between any samples (unless the hull has a sample exactly at the opposing corners).

Mean length:the average sample length, calculated as TO - FROM

Absent lengths: the number of samples with an absent data FROM or TO value.

Calculate distance statistics: statistics are normally calculated when a new Samples file is specified, but you can use this button to calculate the following additional statistics for the samples file:

  • Max dist: the maximum distance between samples, per zone (if one or more zones is specified).

  • Mean dist: the average distance between samples, optionally per-zone.

  • Min dist: the closest distance between sample pairs, optionally per-zone.

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Advanced Estimation IntroductionSelect SamplesBivariate StatisticsDefine Estimations