added script, draft 1

This commit is contained in:
Jeremy Kidwell 2022-03-21 17:19:03 +00:00
parent 6c367d3392
commit f512a071de

42
script.R Executable file
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require(tidyverse)
require(sf)
# Load admin polygons:
oa11 <- st_read("./data/infuse_oa_lyr_2011.shp")
# download 2011 LSOA polygons - level 2
lsoa11 <- st_read("./data/infuse_lsoa_lyr_2011.shp")
# download local authorities data for whole UK - level 1 (least detailed)
local_authorities <- st_read("data/infuse_dist_lyr_2011.shp")
# Load buildings shapefile:
buildings <- st_read("./data/OS_Open_Zoomstack_district_buildings.gpkg")
# Create modest buffer around quite small building polygons for the sake of visualisation at very large scale where small polygons can appear as points
buffer <- st_buffer(buildings,150)
# Dissolve and merge overlapping shapes
union <- st_union(buffer)
# Generate a masking layer, with filled space for unoccupied layers
difference <- st_difference(local_authorities$geom, union)
# Write results to a file:
st_write(difference, "data/local_authorities_cropped_union_buffer_150.gpkg")
# Invert polygons in this new layer
inversion <- st_difference(local_authorities$geom, difference)
# Write results to a file:
st_write(inversion, "data/local_authorities_cropped_union_buffer_150_inverted.gpkg")
# open country shapefiles
countries <- st_read("data/infuse_ctry_2011.shp")
# Create modest buffer around quite small building polygons for the sake of visualisation at very large scale where small polygons can appear as points
buffer <- st_buffer(buildings,150)
# Dissolve and merge overlapping shapes
union <- st_union(buffer)
# Generate a masking layer, with filled space for unoccupied layers
difference <- st_difference(countries$geom, union)
# Write results to a file:
st_write(difference, "data/countries_cropped_union_buffer_150.gpkg")
# Invert polygons in this new layer
inversion <- st_difference(countries$geom, difference)
# Write results to a file:
st_write(inversion, "data/countries_cropped_union_buffer_150_inverted.gpkg")