使用 geom_contour_filled 手动设置轮廓 plot 的比例

Question

I would like manually adjust the scales of two contour plots such that each have the same scale even though they contain different ranges of values in the z-direction.
For instance, lets say that I want to make contour plots of z1 and z2:

x = 1:15
y = 1:15
z1 = x %*% t(y)
z2 = 50+1.5*(x %*% t(y))

data <- data.frame(
  x = as.vector(col(z1)),
  y = as.vector(row(z1)),
  z1 = as.vector(z1),
  z2 = as.vector(z2)
)

ggplot(data, aes(x, y, z = z1)) + 
  geom_contour_filled(bins = 8) 

ggplot(data, aes(x, y, z = z2)) + 
  geom_contour_filled(bins = 8) 

Is there a way I can manually adjust the scale of each plot such that each contain the same number of levels (in this case bins = 8), the minimum is the same for both (in this case min(z1)), and the max is the same for both (max(z2))?

Answer 1

One can manually define a vector of desired breaks points and then pass the vector to the "breaks" option in the geom_contour_filled() function.

In the below script, finds 8 break intervals between the grand minimum and the grand maximum of the dataset.

Also there are 2 functions defined to create the palette and label names for the legend.

 #establish the min and max of scale 
grandmin <- min(z1, z2)-1
grandmax <- max(z2, z2)

#define the number of breaks.  In this case 8 +1 
mybreaks <- seq(grandmin, ceiling(round(grandmax, 0)), length.out = 9)
#Function to return the dersired number of colors
mycolors<- function(x) {
   colors<-colorRampPalette(c("darkblue", "yellow"))( 8 )
   colors[1:x]
}

#Function to create labels for legend
breaklabel <- function(x){
   labels<- paste0(mybreaks[1:8], "-", mybreaks[2:9])
   labels[1:x]
}

ggplot(data, aes(x, y, z = z1)) +
   geom_contour_filled(breaks= mybreaks, show.legend = TRUE) +
   scale_fill_manual(palette=mycolors, values=breaklabel(8), name="Value", drop=FALSE) +
   theme(legend.position = "right")

ggplot(data, aes(x, y, z = z2)) +
   geom_contour_filled(breaks= mybreaks, show.legend = TRUE) +
   scale_fill_manual(palette=mycolors, values=breaklabel(8), name="Value", drop=FALSE)