Created
March 16, 2018 08:59
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velox problem
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ncol <- 100 | |
nrow <- 100 | |
germs <- 50 | |
# bounding box placing germs and clipping ---- | |
bounding_box <- sf::st_sfc(sf::st_polygon(list(rbind(c(0, 0), | |
c(ncol, 0), | |
c(ncol, nrow), | |
c(0, nrow), | |
c(0, 0))))) | |
# distribute the germs from which the polygons are build ---- | |
rnd_points <- sf::st_union(sf::st_sample(bounding_box, germs)) | |
# compute the voronoi tessellation ---- | |
voronoi_tess <- sf::st_voronoi(rnd_points) | |
# clip and give random values ---- | |
voronoi_tess <- sf::st_intersection(sf::st_cast(voronoi_tess), bounding_box) | |
voronoi_tess <- sf::st_sf(value = stats::runif(germs), | |
geometry = sf::st_sfc(voronoi_tess)) | |
# (f)rasterize with lightning speed ---- | |
# does not work: | |
vx <- velox::velox(matrix(0, 100, 100), extent=raster::extent(voronoi_tess), res = 1) | |
vx$rasterize(voronoi_tess, field = "value") | |
test <- vx$as.RasterLayer() | |
raster::plot(test) | |
# works: | |
r <- raster::raster(raster::extent(voronoi_tess), res = resolution) | |
r <- fasterize::fasterize(voronoi_tess, r, field = "value", fun = "sum") | |
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