buffer: Increase/decrease the size of a vector or around non-NA cells...

In adamlilith/fasterRaster: Faster Raster and Spatial Vector Processing Using 'GRASS GIS'

Increase/decrease the size of a vector or around non-NA cells of a raster

Description

Buffers can be constructed for GRasters or GVectors. For rasters, the buffer() function creates a buffer around non-NA cells. The output will be a raster. For vectors, the buffer() and st_buffer() functions create a vector polygon larger or smaller than the focal vector.

Usage

## S4 method for signature 'GRaster'
buffer(
  x,
  width,
  unit = "meters",
  method = "Euclidean",
  background = 0,
  lowMemory = FALSE
)

## S4 method for signature 'GVector'
buffer(x, width, capstyle = "round", dissolve = TRUE)

## S4 method for signature 'GVector'
st_buffer(x, dist, endCapStyle = "round", dissolve = FALSE)

Arguments

x	A GRaster or GVector.
width	Numeric: For rasters – Maximum distance cells must be from focal cells to be within the buffer. For rasters, if the buffering unit is ⁠"cells⁠", then to get n cell widths, use n + epsilon, where epsilon is a small number (e.g., 0.001). The larger the buffer, this smaller this must be to ensure just n cells are included. For vectors, distance from the object to place the buffer. Negative values create "inside" buffers. Units are in the same units as the current coordinate reference system (e.g., degrees for WGS84 or NAD83, often meters for projected systems).
unit	Character: Rasters – Indicates the units of width. Can be one of: * `"cells"`: Units are numbers of cells. "meters" (default), "metres", or "m"; "kilometers" or "km"; "feet" or "ft"; "miles" or "mi"; "nautical miles" or "nmi". Partial matching is used and case is ignored.
method	Character: Rasters – Only used if units is "cells". Indicates the manner in which distances are calculated for adding of cells: "Euclidean": Euclidean distance (default) "Manhattan": "taxi-cab" distance "maximum": Maximum of the north-south and east-west distances between points. Partial matching is used and case is ignored.
background	Numeric: Rasters – Value to assign to cells that are not NA and not part of the buffer (default is 0).
lowMemory	Logical: Rasters – Only used if buffering a raster and units is not "meters". If FALSE (default) use faster, memory-intensive procedure. If TRUE then use the slower, low-memory version. To help decide which to use, consider using the low-memory version on a system with 1 GB of RAM for a raster larger than about 32000x32000 cells, or for a system with with 8 GB of RAM a raster larger than about 90000x90000 cells.
capstyle, endCapStyle	Character: Vectors – Style for ending the "cap" of buffers around lines. Valid options include "rounded", "square", and "flat".
dissolve	Logical (GVectors): If TRUE (default), dissolve all buffers after creation. If FALSE, construct a buffer for each geometry. Note that overlapping buffers can cause this function to fail because it creates a topologically ambiguous polygon. Thus, using dissolve = TRUE is recommended.
dist	Vectors – Same as width.

Details

Note that in some cases, topologically incorrect vectors can be created when buffering. This can arise when buffers intersect to create intersections that technically belong to two or more geometries. This issue can be resolved by dissolving borders between buffered geometries using dissolve = TRUE, but as of now, there is no fix if you do not want to dissolve geometries. A workaround would be to create a different GVector for each geometry, and then buffer each individually :(.

See Also

terra::buffer(), sf::st_buffer(), and modules r.buffer, r.grow, and v.buffer in GRASS

Examples

if (grassStarted()) {

# Setup
library(sf)
library(terra)

# Elevation raster, rivers vector
madElev <- fastData("madElev")
madRivers <- fastData("madRivers")

# Convert a SpatRaster to a GRaster, and sf to a GVector
elev <- fast(madElev)
rivers <- fast(madRivers)

### Buffer a raster by a given distance:
buffByDist <- buffer(elev, width = 2000) # 2000-m buffer
plot(buffByDist, legend = FALSE)
plot(madElev, add = TRUE)

### Buffer a raster by a given number of cells:
buffByCells <- buffer(elev, width = 20.01, unit = "cells") # 20-cell buffer
plot(buffByCells, legend = FALSE)
plot(madElev, add = TRUE)

### Buffer a vector:
buffRivers <- buffer(rivers, width = 2000, dissolve = TRUE) # 2000-m buffer
plot(buffRivers)
plot(st_geometry(madRivers), col = "blue", add = TRUE)

}

adamlilith/fasterRaster documentation built on Oct. 26, 2024, 4:06 p.m.