Draw radial background in ggplot - r

Question

this is my dataset:
> dput(dfw)
structure(list(SITE = c("ASPEN", "ASPEN", "BioCON", "DUKE", "Lancaster",
"Merrit Island", "Nevada FACE", "NZ", "ORNL", "PHACE", "BioCON"
), SPECIES = c("A", "AB", "Legume", "PITA", "mixed", "Oak", "desert",
"grassland", "SG", "grassland", "C3forb"), FRr = c(0.197028535345918,
0.296799297050907, 0.195436310641759, 0.152972526753089, 0.0313948973476966,
0.139533057346518, 0.188221278921143, NA, 0.70542764380006, 0.119320766735777,
0.135665667633474), Nupr = c(0.122177669046786, 0.305573297532757,
0.131181914007488, 0.217519050530067, -0.0436788294371676, 0.153632658941404,
-0.00803217169726427, 0.168440046857285, 0.145172439177718, -0.108563178158001,
0.00546006390438276), myc = c("ECM", "ECM", "N-fixing", "ECM",
"ECM", "ECM", "AM", "AM", "AM", "AM", "AM"), SITE_Sps = structure(c(1L,
2L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 3L), .Label = c("Aspen FACE-A",
"Aspen FACE-AB", "BioCON", "BioCON-legumes", "Duke FACE", "Lascaster",
"Florida OTC", "Nevada FACE", "NZ FACE", "ORNL FACE", "PHACE"
), class = "factor")), row.names = c(NA, -11L), vars = list(SITE,
SPECIES, myc), indices = list(0L, 1L, 10L, 2L, 3L, 4L, 5L,
6L, 7L, 8L, 9L), group_sizes = c(1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L), biggest_group_size = 1L, labels = structure(list(
SITE = c("ASPEN", "ASPEN", "BioCON", "BioCON", "DUKE", "Lancaster",
"Merrit Island", "Nevada FACE", "NZ", "ORNL", "PHACE"), SPECIES = c("A",
"AB", "C3forb", "Legume", "PITA", "mixed", "Oak", "desert",
"grassland", "SG", "grassland"), myc = structure(c(2L, 2L,
1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L), .Label = c("am", "ecm",
"ecm+am"), class = "factor")), row.names = c(NA, -11L), class = "data.frame", vars = list(
SITE, SPECIES, myc), .Names = c("SITE", "SPECIES", "myc")), class = c("grouped_df",
"tbl_df", "tbl", "data.frame"), .Names = c("SITE", "SPECIES",
"FRr", "Nupr", "myc", "SITE_Sps"))
I want to draw the same background as in the attached figure, added to my current ggplot code:
ggplot(dfw, aes(FRr, Nupr, group=myc, label = SITE_Sps)) +
geom_point(aes(fill=myc),size=4,shape = 21) +
geom_text() +
geom_hline(yintercept=0) + geom_vline(xintercept = 0) +
geom_abline(intercept = 0, slope = 1, linetype = "longdash")
I guess I should use the function geom_polygon, but I don't really know how to create a dataset to draw all the required segments, including the colour gradient from dark grey to light grey and white.
Perhaps this could be a start?
nlines <-
phis <- seq( 0, 2*pi, by=2*pi/nlines )
rad <- 999
xs <- rad * cos( phis )
ys <- rad * sin( phis )

Answer 1

Here is a way using geom_polygon:
nlines <- 25
inc <- pi/(nlines)
phis <- seq( -pi/2, by=inc, length.out = nlines )
rad <- 1
#Create the triangles
points <- lapply(phis, function(a) {
x <-c(0, rad*cos(a), rad*cos(a+inc),0, -rad*cos(a), -rad*cos(a+inc))
y <-c(0, rad*sin(a), rad*sin(a+inc),0, rad*sin(a), rad*sin(a+inc))
g <-c(a,a,a,a,a,a) # used for grouping
data.frame(x,y,g)
})
#Create a data.frame to be used on ggplot
bckg <- do.call(rbind,points)
#You need to set the data for each geometry as we have more than one dataset
ggplot(mapping=aes(FRr, Nupr, group=myc)) +
#Draw the background
geom_polygon(data=bckg,aes(x=x,y=y,group=g,alpha=g), fill = "gray50")+
geom_point(data=dfw, aes(FRr, Nupr, group=myc, fill=myc),size=4,shape = 21) +
geom_text(data=dfw, aes(FRr, Nupr, group=myc, label = SITE_Sps), nudge_y = -0.02) +
geom_hline(data=dfw,yintercept=0) + geom_vline(data=dfw,xintercept = 0) +
geom_abline(data=dfw,intercept = 0, slope = 1, linetype = "longdash")+
#We need to define a scale in ourder to deal with out of boundary points on the background
scale_x_continuous(limits = c(-0.2,0.4), oob=function(x, rg) x)+
scale_y_continuous(limits = c(-0.2,0.4), oob=function(x, rg) x)+
scale_alpha_continuous(guide="none", range=c(1.0,0))+
theme(panel.background = element_blank())
Here is the plot: