BAUs_from_points: Creates pixels around points

In FRK: Fixed Rank Kriging

Creates pixels around points

Description

Takes a SpatialPointsDataFrame and converts it into SpatialPolygonsDataFrame by constructing a tiny (within machine tolerance) BAU around each SpatialPoint.

Usage

BAUs_from_points(obj, offset = 1e-10)

## S4 method for signature 'SpatialPoints'
BAUs_from_points(obj, offset = 1e-10)

## S4 method for signature 'ST'
BAUs_from_points(obj, offset = 1e-10)

Arguments

obj	object of class SpatialPointsDataFrame
offset	edge size of the mini-BAU (default 1e-10)

Details

This function allows users to mimic standard geospatial analysis where BAUs are not used. Since FRK is built on the concept of a BAU, this function constructs tiny BAUs around the observation and prediction locations that can be subsequently passed on to the functions SRE and FRK. With BAUs_from_points, the user supplies both the data and prediction locations accompanied with covariates.

See Also

auto_BAUs for automatically constructing generic BAUs.

Examples

library(sp)
opts_FRK$set("parallel",0L)
df <- data.frame(x = rnorm(10),
                 y = rnorm(10))
coordinates(df) <- ~x+y
BAUs <- BAUs_from_points(df)

FRK documentation built on Sept. 11, 2024, 7:14 p.m.