Tool Simple Kriging (3D)
Simple Kriging interpolation for 3-dimensional data points. Output will be a grid collection with evenly spaced Z-levels representing the 3rd dimension.
- Author: O.Conrad (c) 2019
- Menu: Spatial and Geostatistics|Kriging|Kriging (3D)
Parameters
Name | Type | Identifier | Description | Constraints | |
---|---|---|---|---|---|
Input | Points | Shapes (input) | POINTS | - | - |
Target System (*) | Grid (optional input) | TARGET_TEMPLATE | use this grid's system for output grids | - | |
Output | Prediction | Grids (output) | PREDICTION | - | - |
Prediction Error (*) | Grids (optional output) | VARIANCE | - | - | |
Cross Validation Summary (*) | Table (optional output) | CV_SUMMARY | - | - | |
Cross Validation Residuals (*) | Shapes (optional output) | CV_RESIDUALS | - | - | |
Options | Z | Table field | Z_FIELD | - | - |
Z Factor | Floating point | Z_SCALE | - | Default: 1.000000 | |
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 | TARGET_USER_SIZE | - | Minimum: 0.000000 Default: 1.000000 | |
West | Floating point | TARGET_USER_XMIN | - | Default: 0.000000 | |
East | Floating point | TARGET_USER_XMAX | - | Default: 100.000000 | |
South | Floating point | TARGET_USER_YMIN | - | Default: 0.000000 | |
North | Floating point | TARGET_USER_YMAX | - | Default: 100.000000 | |
Columns | Integer | TARGET_USER_COLS | Number of cells in East-West direction. | Minimum: 1 Default: 100 | |
Rows | Integer | TARGET_USER_ROWS | Number of cells in North-South direction. | Minimum: 1 Default: 100 | |
Fit | Choice | TARGET_USER_FITS | - | Available Choices: [0] nodes [1] cells Default: 0 | |
Grid System | Grid system | TARGET_SYSTEM | - | - | |
Cellsize | Floating point | TARGET_USER_ZSIZE | - | Minimum: 0.000000 Default: 1.000000 | |
Bottom | Floating point | TARGET_USER_ZMIN | - | Default: 0.000000 | |
Top | Floating point | TARGET_USER_ZMAX | - | Default: 100.000000 | |
Levels | Integer | TARGET_USER_ZNUM | - | Minimum: 1 Default: 100 | |
Error Measure | Choice | TQUALITY | - | Available Choices: [0] Standard Deviation [1] Variance Default: 1 | |
Maximum Distance | Floating point | VAR_MAXDIST | maximum distance for variogram estimation, ignored if set to zero | Minimum: 0.000000 Default: 0.000000 | |
Lag Distance Classes | Integer | VAR_NCLASSES | initial number of lag distance classes | Minimum: 1 Default: 100 | |
Skip | Integer | VAR_NSKIP | - | Minimum: 1 Default: 1 | |
Model | Text | VAR_MODEL | - | Default: a + b * x | |
Logarithmic Transformation | Boolean | LOG | - | Default: 0 | |
Block Kriging | Boolean | BLOCK | - | Default: 0 | |
Block Size | Floating point | DBLOCK | Edge length [map units] | Minimum: 0.000000 Default: 100.000000 | |
Cross Validation | Choice | CV_METHOD | - | Available Choices: [0] none [1] leave one out [2] 2-fold [3] k-fold Default: 0 | |
Cross Validation Subsamples | Integer | CV_SAMPLES | number of subsamples for k-fold cross validation | Minimum: 2 Default: 10 | |
Search Range | Choice | SEARCH_RANGE | - | Available Choices: [0] local [1] global Default: 1 | |
Maximum Search Distance | Floating point | SEARCH_RADIUS | local maximum search distance given in map units | Minimum: 0.000000 Default: 1000.000000 | |
Number of Points | Choice | SEARCH_POINTS_ALL | - | Available Choices: [0] maximum number of nearest points [1] all points within search distance Default: 1 | |
Minimum | Integer | SEARCH_POINTS_MIN | minimum number of points to use | Minimum: 1 Default: 16 | |
Maximum | Integer | SEARCH_POINTS_MAX | maximum number of nearest points | Minimum: 1 Default: 20 | |
(*) optional |
Command-line
Usage: saga_cmd statistics_kriging 5 [-POINTS <str>] [-Z_FIELD <str>] [-Z_SCALE <double>] [-FIELD <str>] [-TARGET_DEFINITION <str>] [-TARGET_USER_SIZE <double>] [-TARGET_USER_XMIN <double>] [-TARGET_USER_XMAX <double>] [-TARGET_USER_YMIN <double>] [-TARGET_USER_YMAX <double>] [-TARGET_USER_COLS <num>] [-TARGET_USER_ROWS <num>] [-TARGET_USER_FITS <str>] [-TARGET_TEMPLATE <str>] [-PREDICTION <str>] [-TARGET_USER_ZSIZE <double>] [-TARGET_USER_ZMIN <double>] [-TARGET_USER_ZMAX <double>] [-TARGET_USER_ZNUM <num>] [-VARIANCE <str>] [-TQUALITY <str>] [-VAR_MAXDIST <double>] [-VAR_NCLASSES <num>] [-VAR_NSKIP <num>] [-VAR_MODEL <str>] [-LOG <str>] [-BLOCK <str>] [-DBLOCK <double>] [-CV_METHOD <str>] [-CV_SUMMARY <str>] [-CV_RESIDUALS <str>] [-CV_SAMPLES <num>] [-SEARCH_RANGE <str>] [-SEARCH_RADIUS <double>] [-SEARCH_POINTS_ALL <str>] [-SEARCH_POINTS_MIN <num>] [-SEARCH_POINTS_MAX <num>] -POINTS:<str> Points Shapes (input) -Z_FIELD:<str> Z Table field -Z_SCALE:<double> Z Factor Floating point Default: 1.000000 -FIELD:<str> Attribute Table field -TARGET_DEFINITION:<str> Target Grid System Choice Available Choices: [0] user defined [1] grid or grid system Default: 0 -TARGET_USER_SIZE:<double> Cellsize Floating point Minimum: 0.000000 Default: 1.000000 -TARGET_USER_XMIN:<double> West Floating point Default: 0.000000 -TARGET_USER_XMAX:<double> East Floating point Default: 100.000000 -TARGET_USER_YMIN:<double> South Floating point Default: 0.000000 -TARGET_USER_YMAX:<double> North Floating point Default: 100.000000 -TARGET_USER_COLS:<num> Columns Integer Minimum: 1 Default: 100 -TARGET_USER_ROWS:<num> Rows Integer Minimum: 1 Default: 100 -TARGET_USER_FITS:<str> Fit Choice Available Choices: [0] nodes [1] cells Default: 0 -TARGET_TEMPLATE:<str> Target System Grid (optional input) -PREDICTION:<str> Prediction Grids (output) -TARGET_USER_ZSIZE:<double> Cellsize Floating point Minimum: 0.000000 Default: 1.000000 -TARGET_USER_ZMIN:<double> Bottom Floating point Default: 0.000000 -TARGET_USER_ZMAX:<double> Top Floating point Default: 100.000000 -TARGET_USER_ZNUM:<num> Levels Integer Minimum: 1 Default: 100 -VARIANCE:<str> Prediction Error Grids (optional output) -TQUALITY:<str> Error Measure Choice Available Choices: [0] Standard Deviation [1] Variance Default: 1 -VAR_MAXDIST:<double> Maximum Distance Floating point Minimum: 0.000000 Default: 0.000000 -VAR_NCLASSES:<num> Lag Distance Classes Integer Minimum: 1 Default: 100 -VAR_NSKIP:<num> Skip Integer Minimum: 1 Default: 1 -VAR_MODEL:<str> Model Text Default: a + b * x -LOG:<str> Logarithmic Transformation Boolean Default: 0 -BLOCK:<str> Block Kriging Boolean Default: 0 -DBLOCK:<double> Block Size Floating point Minimum: 0.000000 Default: 100.000000 -CV_METHOD:<str> Cross Validation Choice Available Choices: [0] none [1] leave one out [2] 2-fold [3] k-fold Default: 0 -CV_SUMMARY:<str> Cross Validation Summary Table (optional output) -CV_RESIDUALS:<str> Cross Validation Residuals Shapes (optional output) -CV_SAMPLES:<num> Cross Validation Subsamples Integer Minimum: 2 Default: 10 -SEARCH_RANGE:<str> Search Range Choice Available Choices: [0] local [1] global Default: 1 -SEARCH_RADIUS:<double> Maximum Search Distance Floating point Minimum: 0.000000 Default: 1000.000000 -SEARCH_POINTS_ALL:<str> Number of Points Choice Available Choices: [0] maximum number of nearest points [1] all points within search distance Default: 1 -SEARCH_POINTS_MIN:<num> Minimum Integer Minimum: 1 Default: 16 -SEARCH_POINTS_MAX:<num> Maximum Integer Minimum: 1 Default: 20