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Simple example of reproducible research, using global leaf traits database
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library(xlsx) | |
library(smatr) | |
# get data, from publication Wright et al 2004. DOI: [10.1038/nature02403](http://doi.org/10.1038/nature02403) | |
download.file("http://www.nature.com/nature/journal/v428/n6985/extref/nature02403-s2.xls", "wright-2004.xls") | |
dat.Wright <- read.xlsx2("wright-2004.xls", sheetIndex=1, startRow=11, stringsAsFactors=FALSE, check.names=TRUE) | |
## Clean data | |
dat.Wright <- dat.Wright[names(dat.Wright) != " "] # Drop blank columns | |
for(v in c("log.LMA","log.LL")) | |
dat.Wright[[v]] <- as.numeric(dat.Wright[[v]]) | |
LMA_plot <- function(LMA,LL, G){ | |
par(mfrow=c(1,1)) | |
sm1 <- sma(1/LL~LMA*G,log='xy') | |
plot(NA, xlim = c(0.01, 2), ylim = c(0.04, 15), log="xy", type='n', xlab="", ylab="") | |
plot(sm1, add= T, col=make.transparent("grey", 1), lwd=0, pch= 19, cex=1.2) | |
plot(sm1, add= T, col="darkgreen", type='l', lwd=2.0, p.lines.transparent =0.15) | |
title(paste0(length(unique(G)), " sites, ", length(!is.na(LMA) &!is.na(LL) ), " species") ) | |
mtext("Leaf mass per area (kg/m2)", line =3, side = 1, cex=1.5) | |
mtext("Leaf turnover rate (/yr)", line =3,side = 2, cex=1.5) | |
} | |
## Make colours semitransparent: | |
make.transparent <- function(col, opacity=0.5) { | |
tmp <- col2rgb(col)/255 | |
rgb(tmp[1,], tmp[2,], tmp[3,], alpha=opacity) | |
} | |
to.pdf <- function(expr, filename, ..., verbose=TRUE) { | |
pdf(filename, ...) | |
on.exit(dev.off()) | |
eval.parent(substitute(expr)) | |
} | |
to.pdf(LMA_plot(G = dat.Wright$Dataset, LL = (10^dat.Wright$log.LL)/12, LMA= 10^dat.Wright$log.LMA/1000) | |
, paste0("Wright2004.pdf"), height=6, width =6) |
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