I'll explain a bit my situation: I am trying to edit some variables of a netcdf file and write out a new netcdf file that shows me the new edited variables. My problem is that variables are time-dependent and I don't know how to include this in my code:
import netCDF4
import numpy as np
ncfile = netCDF4.Dataset('toread.nc', 'r')
u = ncfile.variables['u'][:,:,:]
v = ncfile.variables['v'][:,:,:]
nx = np.shape(u)[0] - 1
ny = np.shape(v)[1] - 1
nz = np.shape(u)[2]
u_center = 0.5 * (u[0:nx,:,:] + u[1:nx+1,:,:])
v_center = 0.5 * (v[:,0:ny,:] + v[:,1:ny+1,:])
ncfile_out = netCDF4.Dataset('./output.nc', 'w')
ncfile_out.createDimension('longitude', nx)
ncfile_out.createDimension('latitude', ny)
ncfile_out.createDimension('level', nz)
u_out = ncfile_out.createVariable('u_center', 'f4', ('longitude', 'latitude', 'level'))
v_out = ncfile_out.createVariable('v_center', 'f4', ('longitude', 'latitude', 'level'))
u_out[:,:,:] = u_center[:,:,:]
v_out[:,:,:] = v_center[:,:,:]
ncfile_out.close()
I tried to compile this but it showed a Value Error talking about a dimension problem. I think my variables are 4D including time-dependence but I don't know how to define it and finish my code.
ncdump info:
netcdf state.global {
dimensions:
T = UNLIMITED ; // (10001 currently)
Xp1 = 61 ;
Y = 1 ;
Z = 20 ;
X = 60 ;
Yp1 = 2 ;
Zl = 20 ;
variables:
double Xp1(Xp1) ;
Xp1:long_name = "X-Coordinate of cell corner" ;
Xp1:units = "meters" ;
double Y(Y) ;
Y:long_name = "Y-Coordinate of cell center" ;
Y:units = "meters" ;
double Z(Z) ;
Z:long_name = "vertical coordinate of cell center" ;
Z:units = "meters" ;
Z:positive = "up" ;
double X(X) ;
X:long_name = "X-coordinate of cell center" ;
X:units = "meters" ;
double Yp1(Yp1) ;
Yp1:long_name = "Y-Coordinate of cell corner" ;
Yp1:units = "meters" ;
double Zl(Zl) ;
Zl:long_name = "vertical coordinate of upper cell interface" ;
Zl:units = "meters" ;
Zl:positive = "up" ;
double T(T) ;
T:long_name = "model_time" ;
T:units = "s" ;
int iter(T) ;
iter:long_name = "iteration_count" ;
double U(T, Z, Y, Xp1) ;
U:units = "m/s" ;
U:coordinates = "XU YU RC iter" ;
double V(T, Z, Yp1, X) ;
V:units = "m/s" ;
V:coordinates = "XV YV RC iter" ;
double Temp(T, Z, Y, X) ;
Temp:units = "degC" ;
Temp:long_name = "potential_temperature" ;
Temp:coordinates = "XC YC RC iter" ;
double S(T, Z, Y, X) ;
S:long_name = "salinity" ;
S:coordinates = "XC YC RC iter" ;
double Eta(T, Y, X) ;
Eta:long_name = "free-surface_r-anomaly" ;
Eta:units = "m" ;
Eta:coordinates = "XC YC iter" ;
double W(T, Zl, Y, X) ;
W:units = "m/s" ;
W:coordinates = "XC YC RC iter" ;
// global attributes:
:MITgcm_version = "****************" ;
:build_user = "************" ;
:build_host = "**************" ;
:build_date = "*******************" ;
:MITgcm_URL = "***************" ;
:MITgcm_tag_id = "*******************" ;
:MITgcm_mnc_ver = 0.9 ;
:sNx = 30 ;
:sNy = 1 ;
:OLx = 2 ;
:OLy = 2 ;
:nSx = 2 ;
:nSy = 1 ;
:nPx = 1 ;
:nPy = 1 ;
:Nx = 60 ;
:Ny = 1 ;
:Nr = 20 ;
}
You have to create another dimension for time:
ncfile_out.createDimension('time', nt) # to make time dimension unlimited put None instead of nt
v_out = ncfile_out.createVariable('v_center', 'f4', ('time', 'longitude', 'latitude', 'level'))
Then add additional array to store time values and fill it:
time = ncfile_out.createVariable('Time', 'i4', 'time')
Aditional information you may find here: http://pyhogs.github.io/intro_netcdf4.html
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