SAGA.pointcloud_tools.11: Cluster Analysis for Point Clouds

Cluster analysis for point clouds.<br/>This tool is a port of the 'Cluster Analysis for Grids' tool from the 'Imagery - Classification' tool library.

Inputs

Input

format
href
Please set a value for PC_IN.

The attribute fields to cluster

format
href
Please set a value for FIELDS.

Method

string

Number of clusters

integer

Automatically normalise attributes by standard deviation before clustering.

boolean

Outputs

Output

format
transmission

Statistics

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.

{"id": "SAGA.pointcloud_tools.11", "title": "Cluster Analysis for Point Clouds", "description": "Cluster analysis for point clouds.<br/>This tool is a port of the 'Cluster Analysis for Grids' tool from the 'Imagery - Classification' tool library. ", "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://demo.mapmint.com/ogc-api/processes/SAGA.pointcloud_tools.11/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://demo.mapmint.com/ogc-api/processes/SAGA.pointcloud_tools.11/execution.html"}], "inputs": {"PC_IN": {"title": "Point Cloud", "description": "Input", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["application/x-ogc-lasf"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-lasf"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-lasf"}]}, "id": "PC_IN"}, "FIELDS": {"title": "Attributes", "description": "The attribute fields to cluster", "extended-schema": {"oneOf": [{"allOf": [{"$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": "FIELDS"}, "METHOD": {"title": "Method", "description": "Method", "schema": {"type": "string", "default": "Hill-Climbing (Rubin 1967)", "enum": ["Iterative Minimum Distance (Forgy 1965)", "Hill-Climbing (Rubin 1967)", "Combined Minimum Distance / Hillclimbing"], "nullable": true}, "id": "METHOD"}, "NCLUSTER": {"title": "Clusters", "description": "Number of clusters", "schema": {"type": "integer", "default": 10, "nullable": true}, "id": "NCLUSTER"}, "NORMALISE": {"title": "Normalise", "description": "Automatically normalise attributes by standard deviation before clustering.", "schema": {"type": "boolean", "default": false, "enum": ["true", "false"], "nullable": true}, "id": "NORMALISE"}}, "outputs": {"PC_OUT": {"title": "Result", "description": "Output", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["application/x-ogc-lasf"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-lasf"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "application/x-ogc-lasf"}]}, "id": "PC_OUT"}, "STATISTICS": {"title": "Statistics", "description": "Statistics", "extended-schema": {"oneOf": [{"allOf": [{"$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": "STATISTICS"}}}

http://demo.mapmint.com/ogc-apihttp://localhost/ogc-api/processes/SAGA.pointcloud_tools.11.html
Last modified: Sat Feb 19 15:43:34 CET 2022