Created
January 24, 2015 04:17
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# very handy/brute forcey ugly way to rip a flat file from a netcdf | |
from netCDF4 import Dataset | |
import numpy as np | |
from datetime import datetime, timedelta | |
import csv | |
b = open('test.csv', 'w') | |
a = csv.writer(b, delimiter=',') | |
# pressure levels in air data | |
# 17 Pressure levels (mb): 1000,925,850,700,600,500,400,300,250,200,150,100,70,50,30,20,10 | |
# float32 air(time, level, lat, lon) | |
st = datetime(1800, 01, 01, 00, 00, 0) | |
fh = Dataset('uwnd.mon.mean.nc', mode='r') | |
# fh = Dataset('air.mon.mean.nc', mode='r') | |
print fh.variables | |
lons = fh.variables['lon'][:] | |
lats = fh.variables['lat'][:] | |
time = fh.variables['time'][:] | |
# air = fh.variables['air'] | |
air = fh.variables['uwnd'] | |
tmax_units = fh.variables['time'].units | |
a.writerow(['lat','lon','time','month','value']) | |
minc = 731; | |
c = 0 | |
for t in time: | |
lt_n = 0 | |
if c > minc: | |
for lt in lats: | |
ln_n = 0 | |
for ln in lons: | |
realtime = st + timedelta(hours=t) | |
a.writerow([ lats[lt_n], lons[ln_n]-180, realtime, c - minc, air[c][1][lt_n][ln_n]]) | |
# print air[c][1][lt_n][ln_n] | |
ln_n+=1 | |
lt_n+=1 | |
c+=1 | |
print air[100][10][20] | |
print len(air) | |
print fh.variables | |
print len(time) | |
print len(lats) | |
print air | |
fh.close() |
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