[R] about netcdf files
Jon Skoien
jon.skoien at jrc.ec.europa.eu
Wed Jul 27 09:10:44 CEST 2016
I think you get the error because you passed the object from nc_open(),
you should rather pass the filename of the netCDF, so:
pre = brick("sample_precip_daily.nc")
From the test-file, this gives you a RasterBrick-object with 5*9 pixels
and 7305 layers.
Then you can extract data.frames of each layer with:
dframe = rasterToPoints(pre[[1]])
where 1 is the first layer, or time series with:
tseries = pre[3,4]
where 3 and 4 are the pixels in x and y-direction.
To write dframe to csv:
write.csv(dframe, filename = "csvfile.csv")
Check the function for more options.
Hope this helps you a bit further.
Jon
On 7/26/2016 9:07 PM, lily li wrote:
> Thanks for your reply. But it says "Error in (function (classes, fdef,
> mtable)):
> unable to find an inherited method for function 'brick' for signature
> 'ncdf4' "
>
> The dataset is attached. It contains daily precipitation data for 20
> years, within a rectangle, so that there are several grid points. I
> use the code to open it, but don't know how to get csv files, while
> each file contains continuous daily precipitation data for each grid cell.
> pre1 = nc_open('sample_precip_daily.nc <http://sample_precip_daily.nc>')
> pre1
> pre1_rd = ncvar_get(pre1, 'precipitation')
> nc_close(pre1)
>
> Thanks for your help.
>
> On Tue, Jul 26, 2016 at 4:08 AM, Jon Skoien
> <jon.skoien at jrc.ec.europa.eu <mailto:jon.skoien at jrc.ec.europa.eu>> wrote:
>
> You could try with the brick function from the raster package.
>
> bvar = brick(netcdfName)
>
> This uses the ncdf4 functions for opening and reading the netcdf,
> but makes it easier to extract data for each day:
>
> p1 = rasterToPoints(bvar[[1]])
> and write p1 to csv.
>
> Best,
> Jon
>
>
>
> On 7/26/2016 6:54 AM, lily li wrote:
>
> Hi all,
>
> I have a problem in opening netcdf files. If one netcdf file
> contains
> longitude, latitude, and daily precipitation. How to relate each
> precipitation record to its associated location, and export
> them as csv
> files? Thanks.
>
> I just use nc_open(), ncvar_get(), but it is not very helpful.
> Thanks for
> any ideas.
>
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>
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> --
> Jon Olav Skøien
> Joint Research Centre - European Commission
> Institute for Space, Security & Migration
> Disaster Risk Management Unit
>
> Via E. Fermi 2749, TP 122, I-21027 Ispra (VA), ITALY
>
> jon.skoien at jrc.ec.europa.eu <mailto:jon.skoien at jrc.ec.europa.eu>
> Tel: +39 0332 789205 <tel:%2B39%200332%20789205>
>
> Disclaimer: Views expressed in this email are those of the
> individual and do not necessarily represent official views of the
> European Commission.
>
>
--
Jon Olav Skøien
Joint Research Centre - European Commission
Institute for Space, Security & Migration
Disaster Risk Management Unit
Via E. Fermi 2749, TP 122, I-21027 Ispra (VA), ITALY
jon.skoien at jrc.ec.europa.eu
Tel: +39 0332 789205
Disclaimer: Views expressed in this email are those of the individual and do not necessarily represent official views of the European Commission.
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