Cubic Spline Approximation
- Author: O. Conrad (c) 2008
- Menu: Grid | Gridding | Spline Interpolation
Description
This tool approximates irregular scalar 2D data in specified points using C1-continuous bivariate cubic spline. Minimal Number of Points: minimal number of points locally involved in spline calculation (normally = 3) Maximal Number of Points:npmax: maximal number of points locally involved in spline calculation (required > 10, recommended 20 < npmax < 60) Tolerance: relative tolerance multiple in fitting spline coefficients: the higher this value, the higher degree of the locally fitted spline (recommended 80 < k < 200) Points per square: average number of points per square (increase if the point distribution is strongly non-uniform to get larger cells) Author: Pavel Sakov, CSIRO Marine Research Purpose: 2D data approximation with bivariate C1 cubic spline. A set of library functions + standalone utility.
References
- Haber, J., Zeilfelder, F., Davydov, O., Seidel, H.-P. (2001): Smooth approximation and rendering of large scattered data sets. In Ertl, T., Joy, K., Varshney, A. [Eds.]: Proceedings of IEEE Visualization. pp.341-347, 571, IEEE Computer Society.
Parameters
Name | Type | Identifier | Description | Constraints | |
---|---|---|---|---|---|
Input | Points | shapes, input | SHAPES | - | - |
Target System | grid, input, optional, CMD | TARGET_TEMPLATE | use this grid's system for output grids | - | |
Output | Target Grid | grid, output | TARGET_OUT_GRID | - | - |
Options | Attribute | table field | FIELD | - | - |
Target Grid System | choice | TARGET_DEFINITION | - | Available Choices: [0] user defined [1] grid or grid system Default: 0 | |
Cellsize | floating point number | TARGET_USER_SIZE | - | Minimum: 0.000000 Default: 1.000000 | |
West | floating point number | TARGET_USER_XMIN | - | Default: 0.000000 | |
East | floating point number | TARGET_USER_XMAX | - | Default: 100.000000 | |
South | floating point number | TARGET_USER_YMIN | - | Default: 0.000000 | |
North | floating point number | TARGET_USER_YMAX | - | Default: 100.000000 | |
Columns | integer number | TARGET_USER_COLS | Number of cells in East-West direction. | Minimum: 1 Default: 101 | |
Rows | integer number | TARGET_USER_ROWS | Number of cells in North-South direction. | Minimum: 1 Default: 101 | |
Fit | choice | TARGET_USER_FITS | - | Available Choices: [0] nodes [1] cells Default: 0 | |
Grid System | grid system | TARGET_SYSTEM | - | - | |
Minimal Number of Points | integer number | NPMIN | - | Minimum: 0 Default: 3 | |
Maximal Number of Points | integer number | NPMAX | - | Minimum: 11 Maximum: 59 Default: 20 | |
Points per Square | floating point number | NPPC | - | Minimum: 1.000000 Default: 5.000000 | |
Tolerance | integer number | K | Spline sensitivity, reduce to get smoother results, recommended: 80 < Tolerance < 200 | Minimum: 0 Default: 140 |
Command Line
Usage: saga_cmd grid_spline 6 [-SHAPES] [-FIELD ] [-TARGET_DEFINITION ] [-TARGET_USER_SIZE ] [-TARGET_USER_XMIN ] [-TARGET_USER_XMAX ] [-TARGET_USER_YMIN ] [-TARGET_USER_YMAX ] [-TARGET_USER_COLS ] [-TARGET_USER_ROWS ] [-TARGET_USER_FITS ] [-TARGET_TEMPLATE ] [-TARGET_OUT_GRID ] [-NPMIN ] [-NPMAX ] [-NPPC ] [-K ] -SHAPES: Points shapes, input -FIELD: Attribute table field -TARGET_DEFINITION: Target Grid System choice Available Choices: [0] user defined [1] grid or grid system Default: 0 -TARGET_USER_SIZE: Cellsize floating point number Minimum: 0.000000 Default: 1.000000 -TARGET_USER_XMIN: West floating point number Default: 0.000000 -TARGET_USER_XMAX: East floating point number Default: 100.000000 -TARGET_USER_YMIN: South floating point number Default: 0.000000 -TARGET_USER_YMAX: North floating point number Default: 100.000000 -TARGET_USER_COLS: Columns integer number Minimum: 1 Default: 101 -TARGET_USER_ROWS: Rows integer number Minimum: 1 Default: 101 -TARGET_USER_FITS: Fit choice Available Choices: [0] nodes [1] cells Default: 0 -TARGET_TEMPLATE: Target System grid, input, optional, CMD -TARGET_OUT_GRID: Target Grid grid, output -NPMIN: Minimal Number of Points integer number Minimum: 0 Default: 3 -NPMAX: Maximal Number of Points integer number Minimum: 11 Maximum: 59 Default: 20 -NPPC: Points per Square floating point number Minimum: 1.000000 Default: 5.000000 -K: Tolerance integer number Minimum: 0 Default: 140