How to reduce space between panels using plot margin to combine plots of different dimensions?

Question

I want fig1 to span over three columns, and I have three versions of fig4 that need to be in row 2, in each column.

set.seed(111)
f1 <- data.frame(forest.type = rep(c("A","B","C","D"), times = 36 ),
           sp.type = rep(c("X","Y","Z"), times = 48),
           time.type = rep(c(1:12), each = 12),
           number.type = rnorm(144))
fig1 <- ggplot(aes(x = time.type, y = number.type), data = f1) +
  geom_point() + 
  theme_classic() + facet_grid(forest.type ~ sp.type, scales="free")   +  
  theme(legend.position = "none") + theme(aspect.ratio = 10/20) + 
  ggtitle("These wont stretch across the three columns")


fig4 <- ggplot(aes(x = time.type, y = number.type), data = f1) +
  geom_point() + 
  theme_classic() + 
  theme(legend.position = "none") +   theme(aspect.ratio = 7/5) + 
  ggtitle("All this goes in \nrow 2")

fig1 <- fig1 + theme(plot.margin=unit(c(0,0,0,0),"cm"))
fig4 <- fig4 + theme(plot.margin=unit(c(0,0,-10,1),"cm"))

I tried various versions of the plot.margin but I am not able to get fig 1 to span all three columns. Also, I only get this figure when I use zoom in. When I try to save it to the plot dimensions I need (21 cm height and 16.5 width), the figure get smushed. In the "Zoom" in version the axis text size is too tiny and doesn't match up with the other figures I'm printing for the manuscript.

EDIT: I tried cowplot as suggested. However, I face similar problems..

set.seed(111)
f1 <- data.frame(forest.type = rep(c("A","B","C","D"), times = 36 ),
                 sp.type = rep(c("X","Y","Z"), times = 48),
                 time.type = rep(c(1:12), each = 12),
                 number.type = rnorm(144))
fig1 <- ggplot(aes(x = time.type, y = number.type), data = f1) +
  geom_point() + 
  theme_classic() + facet_grid(forest.type ~ sp.type, scales="free")   +  
  theme(legend.position = "none") + theme(aspect.ratio = 10/20) + 
  ggtitle("These wont stretch across the three columns")

fig1 <- fig1 + theme(plot.margin=unit(c(0,0,0,0),"cm"))
fig4 <- fig4 + theme(plot.margin=unit(c(0,0,0,0),"cm"))

library("cowplot")
ggdraw() +
  draw_plot(fig1, x = 0, y = 0.5, width = 1, height = 0.5) +
  draw_plot(fig4, x = 0, y = 0, width = 0.3, height = .5) +
  draw_plot(fig4, x = 0.3, y = 0, width = 0.3, height = .5) +
  draw_plot(fig4, x = 0.6, y = 0, width = 0.3, height = 0.5) +

  draw_plot_label(label = c("A", "B", "C","D"), size = 15,
                  x = c(0, 0, 0.3, 0.6), y = c(0.5, 0, 0, 0))

@zephryl Patchwork is absolutely terrible. It messes up the tex sizes. I tried `cowplot` put it still poses similar issues (see edit) — RPlotter, Jul 02 '23 at 01:30

score 0 · Answer 1 · answered Jul 02 '23 at 07:39

A possible approach, if you don't mind giving the first row more height the first plot can stretch across the 16.5cm page by adjusting row height in the call to patchwork::wrap_plots. Alternatively you could adjust row height and theme(aspect_ratio...) to achieve the desired output.

library(ggplot2)
library(patchwork)


set.seed(111)
f1 <- data.frame(forest.type = rep(c("A","B","C","D"), times = 36 ),
                 sp.type = rep(c("X","Y","Z"), times = 48),
                 time.type = rep(c(1:12), each = 12),
                 number.type = rnorm(144))
fig1 <- ggplot(aes(x = time.type, y = number.type), data = f1) +
  geom_point() + 
  theme_classic() + 
  facet_grid(forest.type ~ sp.type, scales="free")   +  
  theme(legend.position = "none") + 
  theme(aspect.ratio = 10/20) + 
  ggtitle("These wont stretch across the three columns")


fig4 <- ggplot(aes(x = time.type, y = number.type), data = f1) +
  geom_point() + 
  theme_classic() + 
  theme(legend.position = "none") +   theme(aspect.ratio = 7/5) + 
  ggtitle("All this goes in \nrow 2")

fig1 <- fig1 + theme(plot.margin=unit(c(0,0,0,0),"cm"))
fig4 <- fig4 + theme(plot.margin=unit(c(0,0,-10,1),"cm"))

design <- "AAA
           BCD"

wrap_plots(fig1, fig4, fig4, fig4,
           design = design,
           heights = c(3, 2))+
  plot_annotation(tag_levels = 'A')

ggsave("comb_plots.png", width = 16.5, height = 21, units = "cm")

Results in:

^{Created on 2023-07-02 with reprex v2.0.2}

How to reduce space between panels using plot margin to combine plots of different dimensions?

1 Answers1