plotTaylor: Plot a Model-data Comparison Diagram

In oce: Analysis of Oceanographic Data

Plot a Model-data Comparison Diagram

Description

Creates a diagram as described by Taylor (2001). The graph is in the form of a semicircle, with radial lines and spokes connecting at a focus point on the flat (lower) edge. The radius of a point on the graph indicates the standard deviation of the corresponding quantity, i.e. x and the columns in y. The angle connecting a point on the graph to the focus provides an indication of correlation coefficient with respect to x.

Usage

plotTaylor(x, y, scale, pch = 1, col = 1, labels, pos = 2, cex = 1)

Arguments

x	a vector of reference values of some quantity, e.g. measured over time or space.
y	a matrix whose columns hold values of values to be compared with those in x. (If y is a vector, it is converted first to a one-column matrix).
scale	optional scale, interpreted as the maximum value of the standard deviation.
pch	vector of plot symbols, used for points on the plot. If this is of length less than the number of columns in y, then it it is repeated as needed to match those columns.
col	vector of colors for points on the plot, repeated as necessary (see pch).
labels	optional vector of strings to use for labelling the points.
pos	optional vector of positions for labelling strings, repeated as necessary (see pch).
cex	character expansion factor, repeated if necessary (see pch).

Details

The “east” side of the graph indicates R=1, while R=0 is at the "north" edge and R=-1 is at the "west" side. The x data are indicated with a bullet on the graph, appearing on the lower edge to the right of the focus at a distance indicating the standard deviation of 'x'. The other points on the graph represent the columns of 'y', coded automatically or with the supplied values of 'pch' and 'col'. The example shows three tidal models of the Halifax sealevel data, computed with tidem() with only the M2 component, only the S2 component, or all (auto-selected) components.

Author(s)

Dan Kelley

References

Taylor, Karl E. "Summarizing Multiple Aspects of Model Performance in a Single Diagram." Journal of Geophysical Research: Atmospheres 106, no. D7 (April 16, 2001): 7183–92. https://doi.org/10.1029/2000JD900719.

Examples

library(oce)
data(sealevel)
x <- sealevel[["elevation"]]
M2 <- predict(tidem(sealevel, constituents = "M2"))
S2 <- predict(tidem(sealevel, constituents = "S2"))
all <- predict(tidem(sealevel))
plotTaylor(x, cbind(M2, S2, all), labels = c("M2", "S2", "all"))

oce documentation built on Sept. 11, 2024, 7:09 p.m.