In [1]:
library('sf')
Linking to GEOS 3.6.2, GDAL 2.2.3, proj.4 4.9.3

R module sf -- samples from the docs

In [2]:
fname <- system.file("shape/nc.shp", package="sf")
In [3]:
nc <- st_read(fname)
Reading layer `nc' from data source `/usr/local/lib/R/site-library/sf/shape/nc.shp' using driver `ESRI Shapefile'
Simple feature collection with 100 features and 14 fields
geometry type:  MULTIPOLYGON
dimension:      XY
bbox:           xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965
epsg (SRID):    4267
proj4string:    +proj=longlat +datum=NAD27 +no_defs
In [4]:
rot = function(a) matrix(c(cos(a), sin(a), -sin(a), cos(a)), 2, 2)
##-----------

nc = st_read(system.file("shape/nc.shp", package="sf"), quiet = TRUE)
ncg = st_geometry(nc)
plot(ncg, border = 'grey')
cntrd = st_centroid(ncg)
## Warning in st_centroid.sfc(ncg): st_centroid does not give correct
## centroids for longitude/latitude data
ncg2 = (ncg - cntrd) * rot(pi/2) * .75 + cntrd
plot(ncg2, add = TRUE)
plot(cntrd, col = 'red', add = TRUE, cex = .5)
Warning message in st_centroid.sfc(ncg):
“st_centroid does not give correct centroids for longitude/latitude data”
In [5]:
b0 = st_polygon(list(rbind(c(-1,-1), c(1,-1), c(1,1), c(-1,1), c(-1,-1))))
b1 = b0 + 2
b2 = b0 + c(-0.2, 2)
x = st_sfc(b0, b1, b2)
a0 = b0 * 0.8
a1 = a0 * 0.5 + c(2, 0.7)
a2 = a0 + 1
a3 = b0 * 0.5 + c(2, -0.5)
y = st_sfc(a0,a1,a2,a3)
plot(x, border = 'red')
plot(y, border = 'green', add = TRUE)
In [6]:
b0 = st_polygon(list(rbind(c(-1,-1), c(1,-1), c(1,1), c(-1,1), c(-1,-1))))
b1 = st_polygon(list(rbind(c(-1,-1), c(1,-1), c(1,1), c(0,-1), c(-1,-1))))
st_is_valid(st_sfc(b0,b1))
## [1]  TRUE FALSE
  1. TRUE
  2. FALSE
In [7]:
plot(b0)
plot(b1, border = 'green', add = TRUE)
In [8]:
plot(st_boundary(b1))
In [9]:
methods(class='sf')
 [1] [                     [[<-                  $<-                  
 [4] aggregate             as.data.frame         cbind                
 [7] coerce                dbDataType            dbWriteTable         
[10] identify              initialize            merge                
[13] plot                  print                 rbind                
[16] show                  slotsFromS3           st_agr               
[19] st_agr<-              st_as_sf              st_bbox              
[22] st_boundary           st_buffer             st_cast              
[25] st_centroid           st_collection_extract st_convex_hull       
[28] st_coordinates        st_crs                st_crs<-             
[31] st_difference         st_geometry           st_geometry<-        
[34] st_intersection       st_is                 st_line_merge        
[37] st_node               st_point_on_surface   st_polygonize        
[40] st_precision          st_segmentize         st_set_precision     
[43] st_simplify           st_snap               st_sym_difference    
[46] st_transform          st_triangulate        st_union             
[49] st_voronoi            st_wrap_dateline      st_write             
[52] st_zm                
see '?methods' for accessing help and source code
In [10]:
#?identify
In [11]:
# plot linestrings:
l1 = st_linestring(matrix(runif(6)-0.5,,2))
l2 = st_linestring(matrix(runif(6)-0.5,,2))
l3 = st_linestring(matrix(runif(6)-0.5,,2))
s = st_sf(a=2:4, b=st_sfc(l1,l2,l3))
plot(s, col = s$a, axes = FALSE)
plot(s, col = s$a)
In [12]:
ll = "+init=epsg:4326 +proj=longlat +datum=WGS84 +no_defs +ellps=WGS84 +towgs84=0,0,0"
st_crs(s) = ll
plot(s, col = s$a, axes = TRUE)
plot(s, col = s$a, lty = s$a, lwd = s$a, pch = s$a, type = 'b')
l4 = st_linestring(matrix(runif(6),,2))
plot(st_sf(a=1,b=st_sfc(l4)), add = TRUE)
In [13]:
# plot multilinestrings:
ml1 = st_multilinestring(list(l1, l2))
ml2 = st_multilinestring(list(l3, l4))
ml = st_sf(a = 2:3, b = st_sfc(ml1, ml2))
plot(ml, col = ml$a, lty = ml$a, lwd = ml$a, pch = ml$a, type = 'b')
In [14]:
# plot points:
p1 = st_point(c(1,2))
p2 = st_point(c(3,3))
p3 = st_point(c(3,0))
p = st_sf(a=2:4, b=st_sfc(p1,p2,p3))
plot(p, col = s$a, axes = TRUE)
plot(p, col = s$a)
plot(p, col = p$a, pch = p$a, cex = p$a, bg = s$a, lwd = 2, lty = 2, type = 'b')
p4 = st_point(c(2,2))
plot(st_sf(a=1, st_sfc(p4)), add = TRUE)
In [15]:
# polygon:
outer = matrix(c(0,0,10,0,10,10,0,10,0,0),ncol=2, byrow=TRUE)
hole1 = matrix(c(1,1,1,2,2,2,2,1,1,1),ncol=2, byrow=TRUE)
hole2 = matrix(c(5,5,5,6,6,6,6,5,5,5),ncol=2, byrow=TRUE)
pl1 = st_polygon(list(outer, hole1, hole2))
pl2 = st_polygon(list(outer+10, hole1+10, hole2+10))
po = st_sf(a = 2:3, st_sfc(pl1,pl2))
plot(po, col = po$a, border = rev(po$a), lwd=3)
In [16]:
# multipoints:
mp1 = st_multipoint(matrix(1:4,2))
mp2 = st_multipoint(matrix(5:8,2))
mp = st_sf(a = 2:3, b = st_sfc(mp1, mp2))
plot(mp)
plot(mp, col = mp$a, pch = mp$a, cex = mp$a, bg = mp$a, lwd = mp$a, lty = mp$a, type = 'b')
In [17]:
# multipolygon
r10 = matrix(rep(c(0,10),each=5),5)
pl1 = list(outer, hole1, hole2)
pl2 = list(outer+10, hole1+10, hole2+10)
pl3 = list(outer+r10, hole1+r10, hole2+r10)
mpo1 = st_multipolygon(list(pl1,pl2))
mpo2 = st_multipolygon(list(pl3))
mpo = st_sf(a=2:3, b=st_sfc(mpo1,mpo2))
plot(mpo, col = mpo$a, border = rev(mpo$a), lwd = 2)
In [18]:
# geometrycollection:
gc1 = st_geometrycollection(list(mpo1, st_point(c(21,21)), l1 * 2 + 21))
gc2 = st_geometrycollection(list(mpo2, l2 - 2, l3 - 2, st_point(c(-1,-1))))
gc = st_sf(a=2:3, b = st_sfc(gc1,gc2))
plot(gc, cex = gc$a, col = gc$a, border = rev(gc$a) + 2, lwd = 2)
In [19]:
# to add a custom legend to an arbitray plot:
layout(matrix(1:2, ncol = 2), widths = c(1, lcm(2)))
plot(1)
.image_scale(1:10, col = sf.colors(9), key.length = lcm(8), key.pos = 4, at = 1:10)
sf.colors(10)
  1. '#0000B3FF'
  2. '#0400FFFF'
  3. '#4500FFFF'
  4. '#8500FFFF'
  5. '#C527D8FF'
  6. '#FF50AFFF'
  7. '#FF7A85FF'
  8. '#FFA35CFF'
  9. '#FFCC33FF'
  10. '#FFF50AFF'