SAGA.statistics_kriging.3: Regression Kriging

Regression Kriging for grid interpolation from irregular sample points.

Inputs

Points

format
href
Please set a value for POINTS.

Attribute

format
href
Please set a value for FIELD.

Predictors

format
href
Please set a value for PREDICTORS.

Include X Coordinate

boolean

Include Y Coordinate

boolean

Intercept

boolean

Method

string

Significance level (aka p-value) as threshold for automated predictor selection, given as percentage

number

Resampling

string

maximum distance for variogram estimation, ignored if set to zero

number

initial number of lag distance classes for variogram estimation

integer

Skip

integer

Variogram Model

string

Kriging Type

string

Type of Quality Measure

string

Logarithmic Transformation

boolean

Block Kriging

boolean

Block Size

number

Search Range

string

local maximum search distance given in map units

number

Number of Points

string

minimum number of points to use

integer

maximum number of nearest points

integer

Direction

string

Outputs

regression model applied to predictor grids

format
transmission

Prediction

format
transmission

Residuals

format
transmission

Quality Measure

format
transmission

Regression: Coefficients

format
transmission

Regression: Model

format
transmission

Regression: Steps

format
transmission

Execution options

successUri
inProgressUri
failedUri

format

mode

Execute End Point

View the execution endpoint of a process.

View the alternative version in HTML.

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"contentMediaType": "image/png"}]}}}]}}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "PREDICTORS"}, "COORD_X": {"title": "Include X Coordinate", "description": "Include X Coordinate", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "COORD_X"}, "COORD_Y": {"title": "Include Y Coordinate", "description": "Include Y Coordinate", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "COORD_Y"}, "INTERCEPT": {"title": "Intercept", "description": "Intercept", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "INTERCEPT"}, "METHOD": {"title": "Method", "description": "Method", "schema": {"type": "string", "default": "stepwise", "enum": ["include all", "forward", "backward", "stepwise"], "nullable": true}, "id": "METHOD"}, "P_VALUE": {"title": "Significance Level", "description": "Significance level (aka p-value) as threshold for automated predictor selection, given as percentage", "schema": {"type": "number", "default": 5, "format": "double", "minimum": 0, "maximum": 100, "nullable": true}, "id": "P_VALUE"}, "RESAMPLING": {"title": "Resampling", "description": "Resampling", "schema": {"type": "string", "default": "B-Spline Interpolation", "enum": ["Nearest Neighbour", "Bilinear Interpolation", "Bicubic Spline Interpolation", "B-Spline Interpolation"], "nullable": true}, "id": "RESAMPLING"}, "VAR_MAXDIST": {"title": "Maximum Distance", "description": "maximum distance for variogram estimation, ignored if set to zero", "schema": {"type": "number", "default": 0, "format": "double", "nullable": true}, "id": "VAR_MAXDIST"}, "VAR_NCLASSES": {"title": "Lag Distance Classes", "description": "initial number of lag distance classes for variogram estimation", "schema": {"type": "integer", "default": 100, "nullable": true}, "id": "VAR_NCLASSES"}, "VAR_NSKIP": {"title": "Skip", "description": "Skip", "schema": {"type": "integer", "default": 1, "nullable": true}, "id": "VAR_NSKIP"}, "VAR_MODEL": {"title": "Variogram Model", "description": "Variogram Model", "schema": {"type": "string", "default": "Any value", "nullable": true}, "id": "VAR_MODEL"}, "KRIGING": {"title": "Kriging Type", "description": "Kriging Type", "schema": {"type": "string", "default": "Simple Kriging", "enum": ["Simple Kriging", "Ordinary Kriging"], "nullable": true}, "id": "KRIGING"}, "TQUALITY": {"title": "Type of Quality Measure", "description": "Type of Quality Measure", "schema": {"type": "string", "default": "standard deviation", "enum": ["standard deviation", "variance"], "nullable": true}, "id": "TQUALITY"}, "LOG": {"title": "Logarithmic Transformation", "description": "Logarithmic Transformation", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "LOG"}, "BLOCK": {"title": "Block Kriging", "description": "Block Kriging", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "BLOCK"}, "DBLOCK": {"title": "Block Size", "description": "Block Size", "schema": {"type": "number", "default": 100, "format": "double", "nullable": true}, "id": "DBLOCK"}, "SEARCH_RANGE": {"title": "Search Range", "description": "Search Range", "schema": {"type": "string", "default": "global", "enum": ["local", "global"], "nullable": true}, "id": "SEARCH_RANGE"}, "SEARCH_RADIUS": {"title": "Maximum Search Distance", "description": "local maximum search distance given in map units", "schema": {"type": "number", "default": 1000, "format": "double", "nullable": true}, "id": "SEARCH_RADIUS"}, "SEARCH_POINTS_ALL": {"title": "Number of Points", "description": "Number of Points", "schema": {"type": "string", "default": "all points within search distance", "enum": ["maximum number of nearest points", "all points within search distance"], "nullable": true}, "id": "SEARCH_POINTS_ALL"}, "SEARCH_POINTS_MIN": {"title": "Minimum", "description": "minimum number of points to use", "schema": {"type": "integer", "default": 16, "nullable": true}, "id": "SEARCH_POINTS_MIN"}, "SEARCH_POINTS_MAX": {"title": "Maximum", "description": "maximum number of nearest points", "schema": {"type": "integer", "default": 20, "nullable": true}, "id": "SEARCH_POINTS_MAX"}, "SEARCH_DIRECTION": {"title": "Direction", "description": "Direction", "schema": {"type": "string", "default": "all directions", "enum": ["all directions", "quadrants"], "nullable": true}, "id": "SEARCH_DIRECTION"}}, "outputs": {"REGRESSION": {"title": "Regression", "description": "regression model applied to predictor grids", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "REGRESSION"}, "PREDICTION": {"title": "Prediction", "description": "Prediction", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "PREDICTION"}, "RESIDUALS": {"title": "Residuals", "description": "Residuals", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "RESIDUALS"}, "VARIANCE": {"title": "Quality Measure", "description": "Quality Measure", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "application/x-ogc-envi", "application/x-ogc-aaigrid", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-envi"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-aaigrid"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "VARIANCE"}, "INFO_COEFF": {"title": "Regression: Coefficients", "description": "Regression: Coefficients", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "INFO_COEFF"}, "INFO_MODEL": {"title": "Regression: Model", "description": "Regression: Model", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "INFO_MODEL"}, "INFO_STEPS": {"title": "Regression: Steps", "description": "Regression: Steps", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "INFO_STEPS"}}}

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Last modified: Sat Feb 19 15:43:34 CET 2022