if plot_type == 'd':
obs_datetimes = obs_datetime_time[:24]
model_datetimes = model_datetime_time[:24]
if plot_type == 's':
obs_datetimes = obs_datetime_time[:8766]
model_datetimes = model_datetime_time[:8766]
obs_time_pd = pd.date_range(start=obs_datetimes[0],
end=obs_datetimes[-1],
freq='H')
model_time_pd = pd.date_range(start=model_datetimes[0],
end=model_datetimes[-1],
freq='H')
area_boundaries, area_tags, area_labels = modules.area_dicts()
fig, axes = plt.subplots(nrows=5, ncols=5, figsize=(19, 13))
fig.patch.set_facecolor('white')
count = 0
for ax in axes.flat:
try:
area = areas[count]
except:
ax.axis('off')
continue
print area
area_grid = area_boundaries[area]
area_tag = area_tags[area]
obs_seasonal_amplitudes = obs_data.variables['seasonal_amplitude'][:]
obs_seasonal_phases = obs_data.variables['seasonal_max_phase'][:]
model_seasonal_waveforms = model_data.variables['seasonal_waveform'][:]
model_seasonal_amplitudes = model_data.variables['seasonal_amplitude'][:]
model_seasonal_phases = model_data.variables['seasonal_max_phase'][:]
test = obs_seasonal_waveforms < 0
obs_seasonal_waveforms[test] = np.NaN
test = obs_seasonal_amplitudes < 0
obs_seasonal_amplitudes[test] = np.NaN
test = model_seasonal_waveforms < 0
model_seasonal_waveforms[test] = np.NaN
area_boundaries,area_tags,area_labels = modules.area_dicts()
tags = modules.get_tags(refs)
areas = ['ANT','S_O','AF','N_O','S_EU','C_EU','NE_NA','ARC']
obsn_linspace = np.linspace(0, 1, len(areas))
fig, axes = plt.subplots(nrows=2, ncols=4,figsize=(19,13))
fig.patch.set_facecolor('white')
count = 0
for ax in axes.flat:
try:
area = areas[count]
except:
ax.axis('off')
continue
#get observational location tags
tags = modules.get_tags(obs_refs)
#-----------------------------------
#get area
areas = ['ANT','AF','SE_US','S_US','W_US','N_US','NE_US','W_CAN','E_CAN','AL','S_EU','C_EU','NW_EU','N_EU','AS','ARC']
if c == 0:
if plot_type == 'd':
obs_datetimes = obs_datetimes[:24]
if plot_type == 's':
obs_datetimes = obs_datetimes[:8766]
obs_time_pd = pd.date_range(start = obs_datetimes[0],end = obs_datetimes[-1], freq = 'H')
area_colors,area_boundaries,area_countries,area_labels = modules.area_dicts()
#count = 0
#for ax in axes.flat:
#try:
#area = areas[count]
#except:
#ax.axis('off')
#continue
count = 0
for area in areas:
print area
area_grid = area_boundaries[area]
area_country = area_countries[area]
area_label = area_labels[area]