qgis_dbscanclustering: QGIS algorithm - DBSCAN clustering

View source: R/qgis_dbscanclustering.R

qgis_dbscanclusteringR Documentation

QGIS algorithm - DBSCAN clustering

Description

QGIS Algorithm provided by QGIS (native c++) DBSCAN clustering (native:dbscanclustering). Clusters point features using a density based scan algorithm. Clusters point features based on a 2D implementation of Density-based spatial clustering of applications with noise (DBSCAN) algorithm. The algorithm requires two parameters, a minimum cluster size (“minPts”), and the maximum distance allowed between clustered points (“eps”).

Usage

qgis_dbscanclustering(
  INPUT = qgisprocess:::qgis_default_value(),
  MIN_SIZE = qgisprocess:::qgis_default_value(),
  EPS = qgisprocess:::qgis_default_value(),
  DBSCAN = qgisprocess:::qgis_default_value(),
  FIELD_NAME = qgisprocess:::qgis_default_value(),
  SIZE_FIELD_NAME = qgisprocess:::qgis_default_value(),
  OUTPUT = qgisprocess:::qgis_default_value(),
  ...,
  .complete_output = .complete_output_option(),
  .quiet = .quiet_option(),
  .messages = .message_option()
)

Arguments

INPUT

source - Input layer. Path to a vector layer.

MIN_SIZE

number - Minimum cluster size. A numeric value. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression.

EPS

distance - Maximum distance between clustered points. A numeric value. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression.

DBSCAN

boolean - Treat border points as noise (DBSCAN*). 1 for true/yes. 0 for false/no. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression. Original algorithm parameter name: DBSCAN*.

FIELD_NAME

string - Cluster field name. String value. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression.

SIZE_FIELD_NAME

string - Cluster size field name. String value. field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field. expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression.

OUTPUT

sink - Clusters. Path for new vector layer.

...

further parameters passed to qgisprocess::qgis_run_algorithm()

.complete_output

logical specifying if complete out of qgisprocess::qgis_run_algorithm() should be used (TRUE) or first output (most likely the main) should read (FALSE). Default value is TRUE.

.quiet

logical specifying if parameter .quiet for qgisprocess::qgis_run_algorithm() Default value is TRUE.

.messages

logical specifying if messages from qgisprocess::qgis_run_algorithm() should be printed (TRUE) or not (FALSE). Default value is FALSE.

Details

Outputs description

  • NUM_CLUSTERS - outputNumber - Number of clusters

  • OUTPUT - outputVector - Clusters


JanCaha/r_package_qgis documentation built on Nov. 3, 2024, 5:25 p.m.