I have several stacked column charts representing drilling profiles. I want to offset the y-position of each Borehole to represent the actual height on the ground.
My Data looks like this:
x layer.thickness layer.depth Petrography BSCategory Offset
0 0.2 0.2 silt Drilling1 0
0 1.0 1.2 gravel Drilling1 0
0 3.0 4.2 silt Drilling1 0
4 0.4 0.4 silt Drilling2 -1
4 0.8 1.2 gravel Drilling2 -1
4 2.0 3.2 sand Drilling2 -1
My minimum working code so far is this:
df <- data.frame(x=c(0,0,0,4,4,4), layer.thickness = c(0.2,1.0,3.0,0.4,0.8,2.0),
layer.depth = c(0.2,1.2,4.2,0.4,1.2,3.2),
Petrography = c("silt", "gravel", "silt", "silt", "gravel", "sand"),
BSCategory = c("Drilling1","Drilling1","Drilling1","Drilling2","Drilling2","Drilling2"),
Offset = c(0,0,0,-1,-1,-1))
# provide a numeric ID that stops grouping individual petrography items
df <- transform(df,ix=as.numeric(factor(df$BSCategory)));
drilling <- ggplot(data = df, aes(x = x, y = layer.thickness, group = ix, fill = Petrography)) +
theme_minimal() +
theme(axis.line = element_line(colour = "black"),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
panel.border = element_blank(),
panel.background = element_blank(),
axis.line.x = element_blank(),
axis.ticks.y = element_line(),
aspect.ratio=1) +
geom_col(position = position_stack(reverse = TRUE), width= .15,color="black") +
scale_y_reverse(expand = c(0, 0), name ="Depth [m]") +
scale_x_continuous(position = "top", breaks = df$x, labels=paste(df$BSCategory,"\n",df$x,"m"), name="") +
scale_fill_manual(values = c("gravel"='#f3e03a', "sand"= '#e09637', "silt"='#aba77d'))
print(drilling)
This is my output so far (with red indicating what it should look like):
It may be easier to work with geom_rect
here (bar charts are/should be anchored at zero). First we need to calculate y
start and end positions for each sample:
library(data.table)
setDT(df)[ , `:=`(start = start <- c(Offset[1] + c(0, cumsum(head(layer.thickness, -1)))),
end = start + layer.thickness), by = BSCategory]
geom_rect
has both fill
and color
aesthetics, which makes it easy to add a border to each individual sample.
w <- 0.5 # adjust to desired width
ggplot(data = df, aes(xmin = x - w / 2, xmax = x + w / 2, ymin = start, ymax = end,
fill = Petrography, group = Petrography)) +
geom_rect(color = "black") +
scale_y_reverse(expand = c(0, 0), name ="Depth [m]") +
scale_x_continuous(position = "top", breaks = df$x, labels = paste(df$BSCategory,"\n", df$x, "m"), name = "") +
scale_fill_manual(values = c("gravel" = '#f3e03a', "sand" = '#e09637', "silt" = '#aba77d')) +
theme_classic() +
theme(axis.line.x = element_blank(),
axis.ticks.x = element_blank())
Alternatively, geom_segment
could be used. geom_segment
doesn't have a fill
aes
, so we need to change to color
:
ggplot(data = df, aes(x = x, xend = x, y = start, yend = end, color = Petrography, group = ix)) +
geom_segment(size = 5) +
scale_y_reverse(expand = c(0, 0), name ="Depth [m]") +
scale_x_continuous(position = "top", breaks = df$x, labels = paste(df$BSCategory,"\n", df$x, "m"), name = "") +
scale_color_manual(values = c("gravel" = '#f3e03a', "sand" = '#e09637', "silt" = '#aba77d')) +
theme_classic() +
theme(axis.line.x = element_blank(),
axis.ticks.x = element_blank())
To add borders, see Add border to segments in geom_segment.