[R] contour question
Petr Pikal
petr.pikal at precheza.cz
Mon Aug 6 10:18:25 CEST 2001
Dear R users
I have some problem with contour() graphics.
I know it can be used for creating contour plot over rectangular grid.
My data set is measured in polar coordinates (radius, angle) because
of reaction vessel shape.
Let say
radius <- c(530, 604, 650, 765, 850, 940, 1015, 1130, 1180, 1260)
and for any radius value I have an angle value set
angle <- 360 * seq(0,168,4)/340
I have temperatures measured at each angle for all radius values and I
can simply produce a contour plot
contour(angle,radius,temp)
in case temp is a matrix with length(angle) rows and length(radius)
columns, but there are not many people who can easily resolve such
graphing in polar coordinates. Therefore I hoped I could convert it in
more convenient rectangular (xy) coordinates.
I can compute xy coordinates for instance by
radius.vec <- as.numeric(as.vector(gl(10,43,labels=radius)))
angle.vec <- rep(angle,10)
and
x_cos(angle.vec*pi/180)*radius.vec
y_-sin(angle.vec*pi/180)*radius.vec
plotting
temp.vec_as.vector(as.matrix(temp))
plot(x, y, type="n")
text(x, y, temp.vec, cex=.5)
gives a nice set of semicircles which map an inner part of reaction
vessel temperatures over xy grid. But in that case x and y can not be
expressed as regular sequence grid suitable for contour plotting (or
am I wrong?).
I tried to interpolate it by loess
fit <-loess(temp.vec ~ x + y, span = .08, control =
loess.control("interpolate"))
daf <- expand.grid(x = seq(-1260, 1260 ,20), y = seq(-1260 ,0
,20))
ppp <- predict(fit, daf)
ppp.mat <- matrix(ppp, ncol=64)
contour(seq(-1260, 1260, 20), seq(-1260, 0, 20), ppp.mat,
nlevels=40, add=T, col=2)
which gave almost what I hoped for but the prediction was computed
and contours were plotted also outside the outermost semicircle.
I expected that for not "correct" set of xy points (e.g. x = 1250, y = -
1250) predict.loess gives NA prediction and that contours will not be
drawn outside the outermost semicircle, but obviously I am mistaken.
Please can somebody give me a hint how to keep contours "inside"
the vessel or inside the intended region?
Thanks in advance.
Petr Pikal
Precheza a.s.
Nabr.Dr.E.Benese 24
tel: 00420 641 25 2257
+420 (0)724 008 364
petr.pikal at precheza.cz
p.pik at volny.cz
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