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我想加起來geotiffs,但遇到內存問題。 R爲使用所有32GB的下列R-錯誤...空間數據和內存
In writeValues(y, x, start = 1) :
Reached total allocation of 32710Mb: see help(memory.size)
我還檢查R的性能,這是64位和目標是...
「C:\ Program Files文件\ r \ R-3.3.0 \ BIN \ 64 \ Rgui.exe」
的版本是
R.Version()
$platform
[1] "x86_64-w64-mingw32"
$arch
[1] "x86_64"
$os
[1] "mingw32"
$system
[1] "x86_64, mingw32"
$status
[1] ""
$major
[1] "3"
$minor
[1] "3.0"
$year
[1] "2016"
$month
[1] "05"
$day
[1] "03"
$`svn rev`
[1] "70573"
$language
[1] "R"
$version.string
[1] "R version 3.3.0 (2016-05-03)"
$nickname
[1] "Supposedly Educational"
所以看起來正在使用R.我最大內存我試過用bigmemory打包在R中。所以在下面的代碼中,我嘗試了改變th e矩陣轉換爲big.matrix,但失敗並且在嘗試寫入輸出文件時發生錯誤。任何關於嘗試修改代碼的建議,以便使用更少的內存或嘗試在ff或bigmemory軟件包中工作?
############ LOOP THROUGH AGE MAPS TO COMPILE THE NUMBER OF TIMES A CELL BURNS DURING A GIVEN SPAN OF TIME ####################
## Empirical Fires
print("1 of 3: 2010-2015")
burn.mat<- matrix(0,nrow,ncol) #create matrix of all zero's, the dimension of your landscape (row, col)
# Read in Historical Fire maps
for (j in 2010:2015){ #Year Loop
age.tmp<- as.matrix(raster(paste('fr',j,'.tif',sep=''))) #read in Age Map
burn.mat<- burn.mat+(age.tmp==1) #when something has burned in ALFRESCO empirical fire history files, AGE=1. (age.tmp==0) is a 'logic' cmd, returning a 0,1 map for True/False
#Write the data to a geotiff
out <- raster(burn.mat,xmn=-1692148,xmx= 1321752, ymn = 490809.9, ymx = 2245610, crs = '+proj=aea +lat_1=55 +lat_2=65 +lat_0=50 +lon_0=-154 +x_0=0 +y_0=0 +ellps=GRS80 +datum=NAD83 +units=m +no_defs')
writeRaster(out,filename=paste(outdir,'/burn.mat.hist.1950-2007.tif',sep=''),format = 'GTiff',options='COMPRESS=LZW',datatype='FLT4S',overwrite=T)
}
爲什麼代碼每次通過循環寫入相同的文件名? – mdsumner