Local random labelling of marked point pattern
Arguments
- X
ppp
- distance
Mark of points that do not change.
- nsim
Number of patterns to simulate.
- drop
If nsim = 1 and drop = TRUE , the result will be a point pattern, rather than a list containing a point pattern.
Details
Local random labelling function, i.e. marks will be shuffeld only across points within the specified local distance. Technically, this is achived by sampling the mark of a neighbouring point j within the distance d for the focal point i. Thus, the distance d must be selected in a way that each point has at least one neighbour within d.
Returns a list with ppp objects.
References
Velázquez, E., Martínez, I., Getzin, S., Moloney, K.A., Wiegand, T., 2016. An evaluation of the state of spatial point pattern analysis in ecology. Ecography 39, 1–14. <https://doi.org/10.1111/ecog.01579>
Wiegand, T., Moloney, K.A., 2014. Handbook of spatial point-pattern analysis in ecology. Chapman and Hall/CRC Press, Boca Raton, USA. <isbn:978-1-4200-8254-8>
Examples
set.seed(42)
pattern <- spatstat.random::runifpoint(n = 250, win = spatstat.geom::owin(c(0, 100), c(0, 100)))
spatstat.geom::marks(pattern) <- runif(n = 250, min = 10, max = 120)
rlabel_local(X = pattern, distance = 25, nsim = 19)
#> Warning: drop = TRUE only possible for nsim = 1.
#> [[1]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[2]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[3]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[4]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[5]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[6]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[7]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[8]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[9]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[10]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[11]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[12]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[13]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[14]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[15]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[16]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[17]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[18]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>
#> [[19]]
#> Marked planar point pattern: 250 points
#> marks are numeric, of storage type ‘double’
#> window: rectangle = [0, 100] x [0, 100] units
#>