SAGA.statistics_kriging.3: Regression Kriging
Regression Kriging for grid interpolation from irregular sample points.
Execute End Point
View the execution endpoint of a process.
View the alternative version in HTML.
{"id": "SAGA.statistics_kriging.3", "title": "Regression Kriging", "description": "Regression Kriging for grid interpolation from irregular sample points.", "version": "1.0.0", "jobControlOptions": ["sync-execute", "async-execute", "dismiss"], "outputTransmission": ["value", "reference"], "links": [{"rel": "http://www.opengis.net/def/rel/ogc/1.0/execute", "type": "application/json", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8119/ogc-api/processes/SAGA.statistics_kriging.3/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8119/ogc-api/processes/SAGA.statistics_kriging.3/execution.html"}], "inputs": {"POINTS": {"title": "Points", "description": "Points", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}]}, "id": "POINTS"}, "FIELD": {"title": "Attribute", "description": "Attribute", "extended-schema": {"oneOf": [{"allOf": [{"$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"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "FIELD"}, "PREDICTORS": {"title": "Predictors", "description": "Predictors", "maxOccurs": 1024, "extended-schema": {"type": "array", "minItems": 1, "maxItems": 1024, "items": {"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": "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": "a + b * x", "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"}}}
Display original data as JSON
http://tb17.geolabs.fr:8119/ogc-api/processes/SAGA.statistics_kriging.3.html Last modified: Sat Feb 19 15:43:34 CET 2022