[R-sig-Geo] Extract cell numbers from raster based on condition
Robert J. Hijmans
r.hijmans at gmail.com
Mon Nov 25 18:50:48 CET 2013
Brian,
Andrew's approach works, but you really should not do it that way. It
is inefficient due to the use of extract. Rather than extract(x,
1:ncell(x) you could do the much more direct values(x). The code could
also lead to an error due to memory limitations whereas the other two
approaches (Which or rasterToPoints) might work for the same data (if
there are relatively many NA values).
Andrew improved the original ras[ras[] > 50] <- NA to the much
better ras[ras > 50] <- NA ; again because that will work with large
files, but reclassify(ras, cbind(50, Inf, NA)) would be my
preference. I understand that you may only use relatively small files,
but as the archives of this mailing list are a resource for many, I am
compelled to explain this such that others won't get into trouble.
(The next questions is whether you actually need to extract cell
numbers for what you want to accomplish (this is often done but rarely
needed) ---- but that is not the topic of your post)
Robert
On Mon, Nov 25, 2013 at 7:49 AM, Brian Buma <brian.buma at uas.alaska.edu> wrote:
> Thanks Andrew, this works. I appreciate it.
>
> -brian
>
>
>
> On Sat, Nov 23, 2013 at 10:27 AM, Andrew Vitale <vitale232 at gmail.com> wrote:
>
>> Brian,
>>
>> This works, but it will use memory. I guess it depends just how big that
>> DEM is...
>>
>> -Andrew
>>
>>
>> library(raster)
>>
>> ras <- raster(ncols=10,nrows=10)
>> ras[] <- 1:100
>>
>> #now I want to get the cell numbers for cells > 50. I don't see a good way
>> #to do it.
>>
>> #An attempt with spatial points doesn't work:
>>
>> ras[ras<50] <- NA
>> temp <- extract(ras, 1:ncell(ras), df = TRUE)
>>
>> cells <- temp$ID[which(!is.na(temp$layer))]
>>
>>
>> On 11/23/2013 10:48 AM, Brian Buma wrote:
>>
>> Thanks, but that does not do what I need. As in my example, that just
>> reclasses the raster, it doesn't return the cell numbers for the non-NA
>> portions of the raster. Calling SpatialPoints on the raster with NA
>> likewise does not return the non-NA cells only.
>>
>>
>>
>>
>> On Fri, Nov 22, 2013 at 11:51 PM, Roman Luštrik <roman.lustrik at gmail.com> <roman.lustrik at gmail.com>wrote:
>>
>>
>> Try this.
>>
>> library(raster)
>> ras <- raster(ncols=10,nrows=10)
>> ras[] <- 1:100
>>
>> par(mfrow = c(1, 2))
>> plot(ras)
>> ras[ras[] > 50] <- NA
>> plot(ras)
>>
>>
>> Cheers,
>> Roman
>>
>>
>>
>>
>> On Sat, Nov 23, 2013 at 7:58 AM, Brian Buma <brian.buma at uas.alaska.edu> <brian.buma at uas.alaska.edu>wrote:
>>
>>
>> Hello all,
>>
>> I'm trying to extract the cell numbers from a raster in R based on a
>> logical. For example:
>>
>>
>> ras <- raster(ncols=10,nrows=10)
>> ras[] <- 1:100
>>
>> #now I want to get the cell numbers for cells > 50. I don't see a good
>> way
>> to do it.
>> #An attempt with spatial points doesn't work:
>>
>> temp <- SpatialPoints(ras>50)
>> out <- cellFromXY(ras,temp)
>>
>> #nor does reclassing the raster
>> ras[ras<50] <- NA
>>
>>
>> I hope this isn't an obvious question, but I'm just not seeing it. For
>> what it's worth, I'm analyzing a large DEM and want to skip elevations
>> that
>> equal zero, rather than process those as well as the rest. The current
>> code is quite efficient (no for loops, vectorized) but the dataset is so
>> large it takes a while. The process runs off of cell numbers (currently
>> running all the cells), so if I could not analyze those cell numbers at
>> all, so much the better.
>>
>> Thanks. I imagine there's a simple, elegant solution I'm just not seeing
>> for some reason.
>>
>> [[alternative HTML version deleted]]
>>
>> _______________________________________________
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>>
>> --
>> In God we trust, all others bring data.
>>
>>
>> [[alternative HTML version deleted]]
>>
>>
>>
>>
>> _______________________________________________
>> R-sig-Geo mailing listR-sig-Geo at r-project.orghttps://stat.ethz.ch/mailman/listinfo/r-sig-geo
>>
>>
>> --
>> Andrew Vitale
>> Master's Student
>> Department of Geography
>> University of Nevada, Renovitale232 at gmail.com
>>
>>
>
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>
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