library(lattice)
data(sp1)
# 1. plotting mechanism for step-functions derived from soil profile data
xyplot(cbind(top,bottom) ~ prop, groups=id, data=sp1,
panel=panel.depth_function, ylim=c(250,-10),
scales=list(y=list(tick.number=10)), xlab='Property',
ylab='Depth (cm)', main='Soil Profile Averaging by Slotting',
auto.key=list(columns=3, points=FALSE, lines=TRUE)
)
# 2. plotting upper/lower envelope around some value, by depth:
# profile data are aggregated ("slotted") by 1cm depth slices
a <- soil.slot(sp1)
# manually add mean +/- SD
a$upper <- with(a, p.mean+p.sd)
a$lower <- with(a, p.mean-p.sd)
# use custom plotting function for uncertainty viz.
xyplot(top ~ p.mean, data=a,
lower=a$lower, upper=a$upper, ylim=c(250,-5), alpha=0.5,
panel=panel.depth_function,
prepanel=prepanel.depth_function
)
Run the code above in your browser using DataLab