在 colorkey levelplot R 中将特定值与特定颜色匹配
Match particular values with specific color in colorkey levelplot R
library(raster)
library(rasterVis)
我想为我的地图制作自定义色键。我的数据涵盖负值和正值。这是我尝试做的事情:
myat = unique(c(seq( -0.1497458,0,length=6),seq(0,0.1665365,length=6)))
themes<- colorRampPalette((c("darkred", "red3","red","orange", "yellow","yellow4")))#(length(myat)-1)
myColorkey <- list(at=myat,space = "bottom",labels=list(cex=1,font=1,at=myat),height=1,width=1)
if (dev.cur() == 1) x11(width=4,height=4)
#s <- stack(Precip_DJF,Precip_DJFsim)
levelplot(Precip_DJFtmindiff, layout=c(1, 1), col.regions=themes,
colorkey=myColorkey,margin=FALSE,xlab=NULL,ylab=NULL,par.strip.text=list(cex=0),scales=list(x=list(draw=FALSE),y=list(draw=FALSE)))
结果:
问题:如何将值 0 与黄色匹配,然后将色键标签放置在中断的中点而不是边缘?我需要 cuts=10.
谢谢,
AT.
在this book I provide an example解决这个问题。我的回答主要是该示例的一部分的副本。
因为您没有提供数据集来重现您的代码,所以我将使用书中建议的文件:
library(rasterVis)
setwd(tempdir())
myURL <-'https://github.com/oscarperpinan/spacetime-vis/raw/master/data/'
download.file(paste0(myURL,'SISav.grd'), 'SISav.grd', method = 'wget')
download.file(paste0(myURL,'SISav.gri'), 'SISav.gri', method = 'wget')
SISav <- raster('SISav')
下一行定义发散调色板:
meanRad <- cellStats(SISav, 'mean')
SISav <- SISav - meanRad
## Modify the palette with your colors
divPal <- brewer.pal(n=9, 'PuOr')
divPal[5] <- "#FFFFFF"
divTheme <- rasterTheme(region=divPal)
rng <- range(SISav[])
## Number of desired intervals
nInt <- 15
## Increment corresponding to the range and nInt
inc0 <- diff(rng)/nInt
## Number of intervals from the negative extreme to zero
n0 <- floor(abs(rng[1])/inc0)
## Update the increment adding 1/2 to position zero in the center of an interval
inc <- abs(rng[1])/(n0 + 1/2)
## Number of intervals from zero to the positive extreme
n1 <- ceiling((rng[2]/inc - 1/2) + 1)
## Collection of breaks
breaks <- seq(rng[1], by=inc, length= n0 + 1 + n1)
## Midpoints computed with the median of each interval
idx <- findInterval(SISav[], breaks, rightmost.closed=TRUE)
mids <- tapply(SISav[], idx, median)
## Maximum of the absolute value both limits
mx <- max(abs(breaks))
## Interpolating function that maps colors with [0, 1]
## rgb(divRamp(0.5), maxColorValue=255) gives "#FFFFFF" (white)
break2pal <- function(x, mx, pal){
## x = mx gives y = 1
## x = 0 gives y = 0.5
y <- 1/2*(x/mx + 1)
rgb(pal(y), maxColorValue=255)
}
divRamp <- colorRamp(divPal)
## Diverging palette where white is associated with the interval
## containing the zero
pal <- break2pal(mids, mx, divRamp)
最后levelplot
显示结果:
levelplot(SISav, par.settings=rasterTheme(region=pal),
at=breaks, contour=TRUE)
library(raster)
library(rasterVis)
我想为我的地图制作自定义色键。我的数据涵盖负值和正值。这是我尝试做的事情:
myat = unique(c(seq( -0.1497458,0,length=6),seq(0,0.1665365,length=6)))
themes<- colorRampPalette((c("darkred", "red3","red","orange", "yellow","yellow4")))#(length(myat)-1)
myColorkey <- list(at=myat,space = "bottom",labels=list(cex=1,font=1,at=myat),height=1,width=1)
if (dev.cur() == 1) x11(width=4,height=4)
#s <- stack(Precip_DJF,Precip_DJFsim)
levelplot(Precip_DJFtmindiff, layout=c(1, 1), col.regions=themes,
colorkey=myColorkey,margin=FALSE,xlab=NULL,ylab=NULL,par.strip.text=list(cex=0),scales=list(x=list(draw=FALSE),y=list(draw=FALSE)))
结果:
问题:如何将值 0 与黄色匹配,然后将色键标签放置在中断的中点而不是边缘?我需要 cuts=10.
谢谢, AT.
在this book I provide an example解决这个问题。我的回答主要是该示例的一部分的副本。
因为您没有提供数据集来重现您的代码,所以我将使用书中建议的文件:
library(rasterVis)
setwd(tempdir())
myURL <-'https://github.com/oscarperpinan/spacetime-vis/raw/master/data/'
download.file(paste0(myURL,'SISav.grd'), 'SISav.grd', method = 'wget')
download.file(paste0(myURL,'SISav.gri'), 'SISav.gri', method = 'wget')
SISav <- raster('SISav')
下一行定义发散调色板:
meanRad <- cellStats(SISav, 'mean')
SISav <- SISav - meanRad
## Modify the palette with your colors
divPal <- brewer.pal(n=9, 'PuOr')
divPal[5] <- "#FFFFFF"
divTheme <- rasterTheme(region=divPal)
rng <- range(SISav[])
## Number of desired intervals
nInt <- 15
## Increment corresponding to the range and nInt
inc0 <- diff(rng)/nInt
## Number of intervals from the negative extreme to zero
n0 <- floor(abs(rng[1])/inc0)
## Update the increment adding 1/2 to position zero in the center of an interval
inc <- abs(rng[1])/(n0 + 1/2)
## Number of intervals from zero to the positive extreme
n1 <- ceiling((rng[2]/inc - 1/2) + 1)
## Collection of breaks
breaks <- seq(rng[1], by=inc, length= n0 + 1 + n1)
## Midpoints computed with the median of each interval
idx <- findInterval(SISav[], breaks, rightmost.closed=TRUE)
mids <- tapply(SISav[], idx, median)
## Maximum of the absolute value both limits
mx <- max(abs(breaks))
## Interpolating function that maps colors with [0, 1]
## rgb(divRamp(0.5), maxColorValue=255) gives "#FFFFFF" (white)
break2pal <- function(x, mx, pal){
## x = mx gives y = 1
## x = 0 gives y = 0.5
y <- 1/2*(x/mx + 1)
rgb(pal(y), maxColorValue=255)
}
divRamp <- colorRamp(divPal)
## Diverging palette where white is associated with the interval
## containing the zero
pal <- break2pal(mids, mx, divRamp)
最后levelplot
显示结果:
levelplot(SISav, par.settings=rasterTheme(region=pal),
at=breaks, contour=TRUE)