Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

How to avoid the crossing effect in legend with geom_vline() and geom_hline on the same scatter plot?

I created a scatter plot with geom_hline() and geom_vline(), the plot is good but the legend entries are not how I would like to make them appear. The vline (Restauration) and hline (Threshold) are crossing each other in the legend, making it confusing. I want the restauration legend entry to be an orange vertical line and the Threshold legend entry to be a horizontal black line.

enter image description here

I tried several things suggested in other posts, with guide_legend(override.aes()) or with show.legend = F but either it changed the legend entry for the "Type" section just above (it deleted the lines and kept the coloured circles) or it just deleted that legend entry for one of those lines.

Here is my current code:

ggplot(data = tst_formule[tst_formule$River != "Roya",], aes(x=Year, y = BRI_adi_moy_transect, shape = River, col = Type)) +  
  geom_point(size = 3) +   
  geom_errorbar(aes(ymin = BRI_adi_moy_transect - SD_transect, ymax = BRI_adi_moy_transect + SD_transect), width = 0.4) + 
  scale_shape_manual(values = c(15, 16, 17)) +
  scale_colour_manual(values = c("chocolate1", "darkcyan")) +  
  geom_vline(aes(xintercept = Restauration_year, linetype = "Restoration"), colour = "chocolate1") + 
  geom_hline(aes(yintercept = 0.004, linetype = "Threshold"), colour= 'black') + 
  scale_linetype_manual(name = NULL, values = c(4, 5)) + 
  scale_y_continuous("BRI*", limits = c(min(tst_formule$BRI_adi_moy_transect - tst_formule$SD_transect),
                                        max(tst_formule$BRI_adi_moy_transect + tst_formule$SD_transect))) +
  scale_x_continuous(limits = c(min(tst_formule$Year - 1),max(tst_formule$Year + 1)), breaks = scales::breaks_pretty(n = 6)) + 
  theme_bw() + 
  facet_wrap(vars(River))

Here's a dput of my data:

structure(list(River = c("Durance", "Durance", "Durance", "Durance", 
"Roya", "Var"), Reach = c("La Brillanne", "Les Mées", "La Brillanne", 
"Les Mées", "Basse vallée", "Basse vallée"), Type = c("restaured", 
"target", "restaured", "target", "witness", "restaured"), Year = c(2017, 
2017, 2012, 2012, 2018, 2011), Restauration_year = c(2013, 2013, 
2013, 2013, 2000, 2009), BRI_adi_moy_transect = c(0.0028, 0.0017, 
0.0033, 0.0018, 0.009, 0.0045), SD_transect = c(0.00128472161839638, 
0.000477209421076879, 0.00204050725984513, 0.000472466654940182, 
0.00780731734792112, 0.00310039904793707)), row.names = c(NA, 
6L), class = "data.frame")

Any idea how I could make it do what I want?

like image 900
Jude Avatar asked Oct 20 '25 14:10

Jude


1 Answers

Create two Linetype scales. I have put the vline/hline calls to the bottom for better visibility.

library(tidyverse)
library(ggnewscale)

ggplot(data = tst_formule[tst_formule$River != "Roya",], aes(x=Year, y = BRI_adi_moy_transect, shape = River, col = Type)) +  
  geom_point(size = 3) +   
  geom_errorbar(aes(ymin = BRI_adi_moy_transect - SD_transect, ymax = BRI_adi_moy_transect + SD_transect), width = 0.4) + 
  scale_shape_manual(values = c(15, 16, 17)) +
  scale_colour_manual(values = c("chocolate1", "darkcyan")) +  
  scale_y_continuous("BRI*", limits = c(min(tst_formule$BRI_adi_moy_transect - tst_formule$SD_transect),
                                        max(tst_formule$BRI_adi_moy_transect + tst_formule$SD_transect))) +
  scale_x_continuous(limits = c(min(tst_formule$Year - 1),max(tst_formule$Year + 1)), breaks = scales::breaks_pretty(n = 6)) + 
  theme_bw() + 
  facet_wrap(vars(River)) +
# here starts the trick 
  geom_vline(aes(xintercept = Restauration_year, linetype = "Restauration"), colour = "chocolate1") + 
  scale_linetype_manual(name = NULL, values = 4) +
# ggnewscale is an amazing package
  new_scale("linetype") +
# now do the same for geom_hline
  geom_hline(aes(yintercept = 0.004, linetype = "Threshold"), colour= 'black') + 
  scale_linetype_manual(name = NULL, values = 5) 
  

like image 188
tjebo Avatar answered Oct 22 '25 03:10

tjebo



Donate For Us

If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!