netCDF header info in R
Sorry, one correction - the ncdf package does use the class system to remove the need for ".nc" on print and close.
On Wed, Mar 3, 2010 at 7:47 AM, Michael Sumner <mdsumner at gmail.com> wrote:
You could use
shell("ncdump -h netCDF.nc", intern = TRUE)
In the ncdf package you can print a connection and it gives you a
summary, for example:
library(ncdf)
?nc <- open.ncdf("sst.wkmean.1990-present.nc")
print.ncdf(nc)
[1] "file sst.wkmean.1990-present.nc has 4 dimensions:"
[1] "lon ? Size: 360"
[1] "lat ? Size: 180"
[1] "nbnds ? Size: 2"
[1] "time ? Size: 1046"
[1] "------------------------"
[1] "file sst.wkmean.1990-present.nc has 2 variables:"
[1] "double time_bnds[nbnds,time] ?Longname:Time Boundaries Missval:1e+30"
[1] "short sst[lon,lat,time] ?Longname:Weekly Mean of Sea Surface
Temperature Missval:32767"
close.ncdf(nc)
The RNetCDF package does the same, but the summary is more "ncdump-alike":
library(RNetCDF)
nc <- open.nc("sst.wkmean.1990-present.nc")
print.nc(nc)
dimensions:
? ? ? ?lon = 360 ;
? ? ? ?lat = 180 ;
? ? ? ?nbnds = 2 ;
? ? ? ?time = UNLIMITED ; // (1046 currently)
variables:
? ? ? ?float lat(lat) ;
? ? ? ? ? ? ? ?lat:units = "degrees_north" ;
? ? ? ? ? ? ? ?lat:long_name = "Latitude" ;
? ? ? ? ? ? ? ?lat:actual_range = 89.5-89.5 ;
? ? ? ? ? ? ? ?lat:standard_name = "latitude_north" ;
? ? ? ? ? ? ? ?lat:axis = "y" ;
? ? ? ? ? ? ? ?lat:coordinate_defines = "center" ;
? ? ? ?float lon(lon) ;
? ? ? ? ? ? ? ?lon:units = "degrees_east" ;
? ? ? ? ? ? ? ?lon:long_name = "Longitude" ;
? ? ? ? ? ? ? ?lon:actual_range = 0.5359.5 ;
? ? ? ? ? ? ? ?lon:standard_name = "longitude_east" ;
? ? ? ? ? ? ? ?lon:axis = "x" ;
? ? ? ? ? ? ? ?lon:coordinate_defines = "center" ;
? ? ? ?double time(time) ;
? ? ? ? ? ? ? ?time:units = "days since 1800-1-1 00:00:00" ;
? ? ? ? ? ? ? ?time:long_name = "Time" ;
? ? ? ? ? ? ? ?time:actual_range = 6939576710 ;
? ? ? ? ? ? ? ?time:delta_t = "0000-00-07 00:00:00" ;
? ? ? ? ? ? ? ?time:avg_period = "0000-00-07 00:00:00" ;
? ? ? ? ? ? ? ?time:standard_name = "time" ;
? ? ? ? ? ? ? ?time:axis = "t" ;
? ? ? ?double time_bnds(nbnds, time) ;
? ? ? ? ? ? ? ?time_bnds:long_name = "Time Boundaries" ;
? ? ? ?short sst(lon, lat, time) ;
? ? ? ? ? ? ? ?sst:long_name = "Weekly Mean of Sea Surface Temperature" ;
? ? ? ? ? ? ? ?sst:valid_range = -540 ;
? ? ? ? ? ? ? ?sst:actual_range = -1.835.63 ;
? ? ? ? ? ? ? ?sst:units = "degC" ;
? ? ? ? ? ? ? ?sst:add_offset = 0 ;
? ? ? ? ? ? ? ?sst:scale_factor = 0.01 ;
? ? ? ? ? ? ? ?sst:missing_value = 32767 ;
? ? ? ? ? ? ? ?sst:precision = 2 ;
? ? ? ? ? ? ? ?sst:least_significant_digit = 2 ;
? ? ? ? ? ? ? ?sst:var_desc = "Sea Surface Temperature" ;
? ? ? ? ? ? ? ?sst:dataset = "NOAA Optimum Interpolation (OI) SST V2" ;
? ? ? ? ? ? ? ?sst:level_desc = "Surface" ;
? ? ? ? ? ? ? ?sst:statistic = "Weekly Mean" ;
? ? ? ? ? ? ? ?sst:parent_stat = "Individual obs" ;
? ? ? ? ? ? ? ?sst:standard_name = "sea_surface_temperature" ;
// global attributes:
? ? ? ? ? ? ? ?:title = "NOAA Optimum Interpolation (OI) SST V2" ;
? ? ? ? ? ? ? ?:Conventions = "CF-1.0" ;
? ? ? ? ? ? ? ?:history = "Created 10/2002 by RHS" ;
? ? ? ? ? ? ? ?:comments = "Data described in ?Reynolds, R.W., N.A.
Rayner, T.M.
Smith, D.C. Stokes, and W. Wang, 2002: An Improved In Situ and Satellite
SST Analysis for Climate, J. Climate" ;
? ? ? ? ? ? ? ?:platform = "Model" ;
? ? ? ? ? ? ? ?:source = "NCEP Climate Modeling Branch" ;
? ? ? ? ? ? ? ?:institution = "National Centers for Environmental Prediction" ;
? ? ? ? ? ? ? ?:references =
"http://www.emc.ncep.noaa.gov/research/cmb/sst_analysis/
http://www.cdc.noaa.gov/cdc/data.ncep.oisst.v2.html" ;
Unfortunately, neither package provides the metadata as an R object
and they do not use the class system to (for example) remove the need
for the ".nc" on print() and close(). The functions are not that
complicated at the R level thought, so modifying them to suit is quite
simple.
Cheers, Mike.
On Tue, Mar 2, 2010 at 11:43 PM, Ian McCallum <mccallum at iiasa.ac.at> wrote:
Greetings, I am importing netCDF files into R using library(ncdf) I would like to see the header info of these files directly in R if possible (i.e. units, full description, etc) It is possible to use "ncdump -h netCDF.nc" from the unix prompt, but I was wondering is it possible to access all info in the header directly in R? Many thanks Ian
___________________________________________ Ian McCallum Forestry Program International Institute for Applied Systems Analysis Schlossplatz 1, A-2361 Laxenburg, Austria Phone: +43 2236 807-328 Fax: +43 2236 807-599 or 71313 E-mail: mccallum at iiasa.ac.at Web: http://www.iiasa.ac.at/Research/FOR/ ___________________________________________ ? ? ? ?[[alternative HTML version deleted]] _______________________________________________ R-sig-Geo mailing list R-sig-Geo at stat.math.ethz.ch https://stat.ethz.ch/mailman/listinfo/r-sig-geo