I have a ggplot map, for example:
library(ggmap)
ggmap(get_map())
I'd like the axis labels to be automatically labeled as N-S / W-E: in the above case, for example, instead of lon -95.4 it should show 95.4°E.
I have tried to mess with the scales
package and using scale_x_continuous
and scale_y_continuous
labels and breaks options, but I have not managed to make it work.
It would be awesome to have a scale_y_latitude
and scale_x_longitude
.
EDIT: Thanks to @Jaap 's answer I got to the following:
scale_x_longitude <- function(xmin=-180, xmax=180, step=1, ...) {
ewbrks <- seq(xmin,xmax,step)
ewlbls <- unlist(lapply(ewbrks, function(x) ifelse(x < 0, paste(x, "W"), ifelse(x > 0, paste(x, "E"),x))))
return(scale_x_continuous("Longitude", breaks = ewbrks, labels = ewlbls, expand = c(0, 0), ...))
}
scale_y_latitude <- function(ymin=-90, ymax=90, step=0.5, ...) {
nsbrks <- seq(ymin,ymax,step)
nslbls <- unlist(lapply(nsbrks, function(x) ifelse(x < 0, paste(x, "S"), ifelse(x > 0, paste(x, "N"),x))))
return(scale_y_continuous("Latitude", breaks = nsbrks, labels = nslbls, expand = c(0, 0), ...))
}
Which works pretty well. But for some reason my R doesn't seem to like the degree symbol in front of the cardinal point... It is displayed as a simple dot, e.g. longitude -24 becomes 24..W
Unfortunately, there is no such thing as scale_x_longitude
or scale_y_latitude
yet. In the meantime here is a workaround in which you specify the labels beforehand:
# load the needed libraries
library(ggplot2)
library(ggmap)
# get the map
m <- get_map(location=c(lon=0,lat=0),zoom=5)
# create the breaks- and label vectors
ewbrks <- seq(-10,10,5)
nsbrks <- seq(-10,10,5)
ewlbls <- unlist(lapply(ewbrks, function(x) ifelse(x < 0, paste(x, "°E"), ifelse(x > 0, paste(x, "°W"),x))))
nslbls <- unlist(lapply(nsbrks, function(x) ifelse(x < 0, paste(x, "°S"), ifelse(x > 0, paste(x, "°N"),x))))
# create the map
ggmap(m) +
geom_blank() +
scale_x_continuous(breaks = ewbrks, labels = ewlbls, expand = c(0, 0)) +
scale_y_continuous(breaks = nsbrks, labels = nslbls, expand = c(0, 0)) +
theme(axis.text = element_text(size=12))
which gives:
To get the degrees in the functions, you can raise the o
as superscript (which will circumvent the need for a special symbol):
scale_x_longitude <- function(xmin=-180, xmax=180, step=1, ...) {
xbreaks <- seq(xmin,xmax,step)
xlabels <- unlist(lapply(xbreaks, function(x) ifelse(x < 0, parse(text=paste0(x,"^o", "*W")), ifelse(x > 0, parse(text=paste0(x,"^o", "*E")),x))))
return(scale_x_continuous("Longitude", breaks = xbreaks, labels = xlabels, expand = c(0, 0), ...))
}
scale_y_latitude <- function(ymin=-90, ymax=90, step=0.5, ...) {
ybreaks <- seq(ymin,ymax,step)
ylabels <- unlist(lapply(ybreaks, function(x) ifelse(x < 0, parse(text=paste0(x,"^o", "*S")), ifelse(x > 0, parse(text=paste0(x,"^o", "*N")),x))))
return(scale_y_continuous("Latitude", breaks = ybreaks, labels = ylabels, expand = c(0, 0), ...))
}
ggmap(m) +
geom_blank() +
scale_x_longitude(xmin=-10, xmax=10, step=5) +
scale_y_latitude(ymin=-10, ymax=10, step=5) +
theme(axis.text = element_text(size=12))
which gives the following map:
I used geom_blank
just to illustrate the desired effect. You can off course use other geom's (e.g. geom_point
) to plot your data on the map.
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