def make_new_cat():
"""
Make new category
"""
coll_ltr = collocate_locations.transpose()
td = {
'Low altitude sites (less than 1000 m a.s.l.)': 'LA',
'High altitude sites (over 1000 m a.s.l.)': 'HA'
}
coll_ltr['AC'] = coll_ltr['Altitude category'].apply(lambda x: td[x])
coll_ltr['new_cat'] = coll_ltr['AC'] + ': ' + coll_ltr['Region']
coll_ltr = coll_ltr.sort_values('new_cat', ascending=False)
return coll_ltr
def get_ordered_stations(cat=dall_c, sorter=sorter):
coll_ltr = collocate_locations.transpose()
coll_ltr = pd_custom_sort_values(coll_ltr, sorter, cat)
return coll_ltr.index
ax.set_xlabel('Month')
if nrows == 1 and ncols == 1:
axl = [axs]
elif nrows == 1:
axl = [axs[0]]
elif ncols == 1:
axl = axs
else:
axl = axs[:, 0]
for ax in axl:
ax.set_ylabel('%s [#/cm$^3$]' % var)
return fig, figname_ext, labels, lines
# %%
coll_ltr = collocate_locations.transpose()
# %%
def plt_station(_df, _df_16, _df_84, ax, st, var, ylim,
yscale='linear'):
ax.set_xticks(range(1, 12, 2))
_df_s = _df[_df['station'] == st]
_df_s16 = _df_16[_df_16['station'] == st]
_df_s84 = _df_84[_df_84['station'] == st]
x = _df_s['month']
y = _df_s
lines = []
labels = []
for source in _df_s['source'].unique():
_df_ss16 = _df_s16[_df_s16['source'] == source].set_index('month').reindex(range(1, 13))
from sectional_v2.constants import get_outdata_path, collocate_locations
import xarray as xr
from pathlib import Path
import shutil
# %%
from sectional_v2.util.practical_functions import make_folders
dir_collocated = get_outdata_path('collocated')
locs_t = collocate_locations.transpose()
# %%
# %%
# %%
def fix_coord_station(ds):
# %%
both_coords = get_ds_old_stationc2new()
both_coords
# %%
ds['nstation'] = both_coords['nstation']
ds_n = ds.rename({'station': 'station_tab', 'nstation': 'station'})
ds_n = ds_n.swap_dims({'station_tab': 'station'})
return ds_n #ds_n['station'].values
# %%
def get_ds_old_stationc2new():
alt_c = 'Alternative_code'