Spline with Barriers

Feature Description

Spline with barriers can interpolate data while bypassing obstacles to ensure simulation accuracy. Currently only supports line datasets.
Common obstacle types include: faults, cliffs, coastlines.

Application Scenarios

  1. Contour extraction of gas concentration with barrier separation for safety monitoring in coal mining exploration.

  2. Applications in hydrology (water quality simulation) and meteorology.

Parameter Description

Parameter Default Value Description Parameter Type
Source Dataset   The point dataset for interpolation analysis DatasetVector
Obstacle Dataset   Barrier dataset (currently only supports line datasets) DatasetVector
Field   Field storing numerical values (elevation, precipitation, etc.) for interpolation. Text-type fields not supported. String
Scaling Ratio 1.0 Multiply source data values by this ratio before interpolation. For example: ratio=2 makes raster values ~2× original. Typically set to 1. Double
Target Datasource   Datasource storing result dataset Datasource
Pixel Format   Pixel format PixelFormat
No Value 0 NoData value Double
Expected Points
(Optional)
0 Desired number of points for interpolation Int
Resolution 0 Spatial resolution of result (ground area per pixel). Unit matches dataset unit. Double
Smoothness 0.100000001490116 Smoothing coefficient [0,1] Double
Tension 0 Tension coefficient Double
Geographic Extent of Result Dataset
(Optional)
  Analysis extent setting string

Output

Parameter Description Parameter Type
Result Dataset Name of output dataset String

The left figure shows interpolation without barriers, the right shows interpolation with barriers dataset.