Universal Kriging

Author: O.Conrad (c) 2008
Menu: Spatial and Geostatistics | Kriging

Description

Universal Kriging for grid interpolation from irregular sample points.

Parameters

	Name	Type	Identifier	Description	Constraints
Input	Points	shapes, input	`POINTS`	-	-
	Target System	grid, input, optional, CMD	`TARGET_TEMPLATE`	use this grid's system for output grids	-
	Predictors	grid list, input, optional	`PREDICTORS`	-	-
Output	Prediction	grid, output	`PREDICTION`	-	-
	Prediction Error	grid, output, optional	`VARIANCE`	-	-
	Cross Validation Summary	table, output, optional	`CV_SUMMARY`	-	-
	Cross Validation Residuals	shapes, output, optional	`CV_RESIDUALS`	-	-
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`	-	-
	Error Measure	choice	`TQUALITY`	-	Available Choices: [0] Standard Deviation [1] Variance Default: 1
	Maximum Distance	floating point number, CMD	`VAR_MAXDIST`	maximum distance for variogram estimation, ignored if set to zero	Minimum: 0.000000 Default: 0.000000
	Lag Distance Classes	integer number, CMD	`VAR_NCLASSES`	initial number of lag distance classes	Minimum: 1 Default: 100
	Skip	integer number, CMD	`VAR_NSKIP`	-	Minimum: 1 Default: 1
	Model	text, CMD	`VAR_MODEL`	-	Default: b * x
	Logarithmic Transformation	boolean	`LOG`	-	Default: 0
	Block Kriging	boolean	`BLOCK`	-	Default: 0
	Block Size	floating point number	`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 number	`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 number	`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 number	`SEARCH_POINTS_MIN`	minimum number of points to use	Minimum: 1 Default: 16
	Maximum	integer number	`SEARCH_POINTS_MAX`	maximum number of nearest points	Minimum: 1 Default: 20
	Resampling	choice	`RESAMPLING`	-	Available Choices: [0] Nearest Neighbour [1] Bilinear Interpolation [2] Bicubic Spline Interpolation [3] B-Spline Interpolation Default: 3
	Coordinates	boolean	`COORDS`	-	Default: 0

Command Line


Usage: saga_cmd statistics_kriging 2 [-POINTS ] [-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 ] [-PREDICTION ] [-VARIANCE ] [-TQUALITY ] [-VAR_MAXDIST ] [-VAR_NCLASSES ] [-VAR_NSKIP ] [-VAR_MODEL ] [-LOG ] [-BLOCK ] [-DBLOCK ] [-CV_METHOD ] [-CV_SUMMARY ] [-CV_RESIDUALS ] [-CV_SAMPLES ] [-SEARCH_RANGE ] [-SEARCH_RADIUS ] [-SEARCH_POINTS_ALL ] [-SEARCH_POINTS_MIN ] [-SEARCH_POINTS_MAX ] [-PREDICTORS ] [-RESAMPLING ] [-COORDS ]
  -POINTS:             	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
  -PREDICTION:         	Prediction
	grid, output
  -VARIANCE:           	Prediction Error
	grid, output, optional
  -TQUALITY:           	Error Measure
	choice
	Available Choices:
	[0] Standard Deviation
	[1] Variance
	Default: 1
  -VAR_MAXDIST:     	Maximum Distance
	floating point number, CMD
	Minimum: 0.000000
	Default: 0.000000
  -VAR_NCLASSES:       	Lag Distance Classes
	integer number, CMD
	Minimum: 1
	Default: 100
  -VAR_NSKIP:          	Skip
	integer number, CMD
	Minimum: 1
	Default: 1
  -VAR_MODEL:          	Model
	text, CMD
	Default: b * x
  -LOG:                	Logarithmic Transformation
	boolean
	Default: 0
  -BLOCK:              	Block Kriging
	boolean
	Default: 0
  -DBLOCK:          	Block Size
	floating point number
	Minimum: 0.000000
	Default: 100.000000
  -CV_METHOD:          	Cross Validation
	choice
	Available Choices:
	[0] none
	[1] leave one out
	[2] 2-fold
	[3] k-fold
	Default: 0
  -CV_SUMMARY:         	Cross Validation Summary
	table, output, optional
  -CV_RESIDUALS:       	Cross Validation Residuals
	shapes, output, optional
  -CV_SAMPLES:         	Cross Validation Subsamples
	integer number
	Minimum: 2
	Default: 10
  -SEARCH_RANGE:       	Search Range
	choice
	Available Choices:
	[0] local
	[1] global
	Default: 1
  -SEARCH_RADIUS:   	Maximum Search Distance
	floating point number
	Minimum: 0.000000
	Default: 1000.000000
  -SEARCH_POINTS_ALL:  	Number of Points
	choice
	Available Choices:
	[0] maximum number of nearest points
	[1] all points within search distance
	Default: 1
  -SEARCH_POINTS_MIN:  	Minimum
	integer number
	Minimum: 1
	Default: 16
  -SEARCH_POINTS_MAX:  	Maximum
	integer number
	Minimum: 1
	Default: 20
  -PREDICTORS:         	Predictors
	grid list, input, optional
  -RESAMPLING:         	Resampling
	choice
	Available Choices:
	[0] Nearest Neighbour
	[1] Bilinear Interpolation
	[2] Bicubic Spline Interpolation
	[3] B-Spline Interpolation
	Default: 3
  -COORDS:             	Coordinates
	boolean
	Default: 0