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Region Detection

The Region Detection tool searches fully automated planar patches on the 3D model with user defined resolution and roughness. Detected regions are visualized colour coded on the 3D model giving an immediate impression of prevailing rock mass conditions. Extended tools as stereographic projections and clustering allows for identifying structures sets. By mouse click Areas are generated and closed polygonal lines follows the discontinuity surfaces providing properties like size, dip direction and dip angle, for each single measurement.

The Stereonet can be hidden by clicking the “Show Stereonet” Show Stereonet icon at the left bottom in the Region Detection dialog. 
Region Detection dialog
Region Detection dialog
  1. Stereonet                        
  2. Settings
  3. Filters and cluster analysis 
  4. Area generation

Standard operating procedure

  1. Click on the “Region Detection” Region Detection icon in the toolbar of the Structure tab of the Mapping pane or chose “Window | Region Detection” in the menu bar and the Region Detection dialog appears 
  2. Set the Coplanarity slider to the desired position
  3. Check the displayed geometry quality of the 3D model by the given mean point spacing. 
  4. Start the detection of regions by clicking the “Detect Regions”  button 
  5. Detected regions are immediately visualized colour coded on the 3D model and the poles of measured orientations plotted in the Stereonet
  6. Optional, apply filter options and cluster analysis (see below)
  7. Click the “Generate Areas”  button to generate area measurements 
Note, a detected region is not necessarily the same as an Area.  The orientation of a region does not have to be exactly the same as the orientation of the corresponding generated Area
To apply the Region Detection tool to specific regions, make use of the Zones (Analysis and Exclusions Zones) feature. 

Features and options

  • The Coplanarity controls how strictly regions must be planar to be detected. Moving the slider toward "low" allows rougher, less-planar surfaces to be grouped as regions. Moving it toward "high" requires surfaces to be more strictly coplanar to be detected.
Influence increasing Coplanarity:  low (left), intermediate (middle), high (right)
Influence increasing Coplanarity:  low (left), intermediate (middle), high (right)
  • Mean Point Spacing The Mean point spacing  is related to the displayed geometry quality of the 3D model in the viewer. The Region Detection algorithm is based on the set resolution. It can be adapted in the menu Edit by adjusting the slider “Options | 3D View | Custom geometry quality”.
  • Detect Regions  runs the automated detection of planar patches
  • Reset  deletes results and restarts
  • Total regions gives the number of regions detected
  • Filtered regions gives the number of detected regions after filtering (see below)
  • Pull-down menu Colouring allows to change the colour coding. It is affecting the detected regions as well as the Stereonet. Three modes are provided:
    • Geotechnical (mirrored colours)
    • Inclination (continuous radial from blue to red)
    • Inclination discrete (discrete radial from blue to red)
  • Enabled checkbox Show entire mesh map: changes the colour overlay in the 3D viewer from detected regions only to a full colour overlay of the full mesh.
  • Enabled checkbox Hide results on close: The colour coding on the 3D model is no longer displayed after closing the dialog.
  • Display modes of detected regions on the 3D model:
    • Show Colours and Boundaries Show Colours and Boundaries : show colour colour coding and borders (boundaries) of regions (areas) detected
    • Show Colours Show Colours: show colour colour coding of regions detected
    • Show Boundaries Show Boundaries: show borders (boundaries) of regions (areas) detected
Influence increasing Coplanarity:  low (left), intermediate (middle), high (right)
Influence increasing Coplanarity:  low (left), intermediate (middle), high (right)
Detected regions (left) vs. Entire mesh map (right)
Detected regions (left) vs. Entire mesh map (right)
Display mode Show Colours and Boundaries (left) vs. Show Boundaries (right)
Display mode Show Colours and Boundaries (left) vs. Show Boundaries (right)

Analysis Zone(s)

The Region Detection is closely bonded to Zone(s) that are closed polygons drawn by the user on the 3D model which selects or excludes regions for analysis. Multiple Zones – analysis as well as exclusions zones can be outlined. 

Region detection in user outlined Zones Region detection in user outlined Zones
Region detection in user outlined Zones 

Filter options 

Enabling of filters is done by clicking the checkbox “Geometric” or “Orientation”  in the Filtering tab. As soon as filters are set and active, a “note” icon turns active too . This allows for an immediate control if the data in the Stereonet and displayed regions on the 3D model are filtered. 

Filters in the Region Detection tool
Filters in the Region Detection tool

Geometric filter

  • Diameter (range sliders;): filters regions according to their maximum extension , i.e. diameter
  • Coplanarity Deviation (range sliders;): allows to filter regions according to the Coplanarity Deviations for regions that is the diameter-weighted average distance of its surface from the best-fit plane. Regions with the smallest values are strictly coplanar whereas increasing values define rougher, less-planar surfaces.
  • Geometric filter Diameter
    Geometric filter Diameter
Geometric filter Coplanarity Deviation. Less planer surfaces are filter by limitation of the deviation value.
Geometric filter Coplanarity Deviation. Less planer surfaces are filter by limitation of the deviation value. 

Orientation filter

  • Filter Mode (pull-down menu)
    • Inclusive: regions in the  entered range will be included
    • Exclusive: regions in the  entered range will be excluded
  • Filter Type (pull-down menu)
    • Cone
      • Trend (range slider)
      • Plunge (range slider)
      • Angle (range slider)
    • Range
      • Dip direction (range sliders) + Offset
      • Dip angle (range sliders)
    • Multiple filters (available for Cone and Range filters)
      • Add Filter  Add Filter
      • Remove Filter  Remove Filter
      • Remove All Filters  Remove All Filters
  • Get from structure: defines the initial value (dip direction, dip angle) for the  filter settings  from a measured structure on the 3D model by the following procedure:
    • Select a Structure Measurement (Orientation, Trace, Area) in the Structure Set or 3D model by clicking the mouse
    • Click the “Get from Structure”   button and the filter values are taken from the measurement
Orientation filter;  •	Filter Mode (pull-down menu) o	Inclusive: regions in the  entered range will be included  o	Exclusive: regions in the  entered range will be excluded •	Filter Type (pull-down menu) o	Cone 	Trend (range slider) 	Plunge (range slider) 	Angle (range slider) o	Range 	Dip direction (range sliders) + Offset  	Dip angle (range sliders) o	Multiple filters (available for Cone and Range filters) 	Add Filter  	Remove Filter  	Remove All Filters  •	Get from structure: defines the initial value (dip direction, dip angle) for the  filter settings  from a measured structure on the 3D model by the following procedure: o	Select a Structure Measurement (Orientation, Trace, Area) in the Structure Set or 3D model by clicking the mouse  o	Click the “Get from Structure”   button and the filter values are taken from the measurement
Orientation filter Cone (left) and  Range (right)

Cone filters (trend and plunge) can be defined by the user by clicking directly on the Stereonet

If multiple filters are set, they can be activated or deactivated individually by selecting the corresponding checkboxes:

hint
Settings for orientation filter from a structure measurement
Settings for orientation filter from a structure measurement

Clusters

Joint Set Clustering is used to group measured structures automatically into Structure Sets. Clustering is based on a fuzzy K-means algorithm. Please refer to the Clustering topic for detailed information.

The fixed settings for region clustering are as follows:
Membership angle: 90°
Confidence: 95%
Weighted by size: No
Any adaption of cluster parameters can be performed after Area generation in Clustering dialog; 

Standard operating procedure

  1. Define the Cluster count that defines the number K of clusters. An upper and lower limit has to be defined. Only configurations within the defined bracket will be investigated.
  2. Click on the “Cluster Regions”  button and clusters are determined 
  3. Check the clustering result by inspecting the result for different clusters. You can switch between the results by selecting the corresponding number of clusters from the pull down menu.
Clustering in the Region Detection tool
Clustering in the Region Detection tool

Individual Clusters can be excluded from the analysis in the pull-down menu “Individual Selection” by a click on the corresponding checkbox. See figure below.

(De-)selection of Clusters
(De-)selection of Clusters

Reset the Clustering by clicking the “Reset Clustering”  button.

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