In [48]:

    

# Exception handling, with line number and stuff
import linecache

def PrintException():
    exc_type, exc_obj, tb = sys.exc_info()
    f = tb.tb_frame
    lineno = tb.tb_lineno
    filename = f.f_code.co_filename
    linecache.checkcache(filename)
    line = linecache.getline(filename, lineno, f.f_globals)
    print 'EXCEPTION IN ({}, LINE {} "{}"): {}'.format(filename, lineno, line.strip(), exc_obj)


    

In [2]:

    

import numpy as np


    

In [201]:

    

full_file_dtype_len =[
 'a5',
 'a5',
 'a17',
 'a6',
 'a6',
 'a2',
 'a5',
 'a4',
 'a4',
 'a3',
 'a2',
 'a2',
 'a2',
 'a2',
 'a4',
 'a2',
 'a2',
 'a2',
 'a2',
 'a5',
 'a6',
 'a1',
 'a6',
 'a7',
 'a5',
 'a5',
 'a7',
 'a6',
 'a3',
 'a4',
 'a2',
 'a2',
 'a5',
 'a2',
 'a2',
 'a5',
 'a2',
 'a2',
 'a5',
 'a6',
 'a6',
 'a3',
 'a4',
 'a4',
 'a3',
 'a5',
 'a6',
 'a6',
 'a4',
 'a2',
 'a2',
 'a4',
 'a4',
 'a5',
 'a5',
 'a6',
 'a6']


    

In [197]:

    

header = np.loadtxt('/nfs/a90/eepdw/Data/Midas/GL_Column_Headers.csv', dtype=str, delimiter=',')
header = [h.strip(' ') for h in header]


    

In [391]:

    

#full_file = np.loadtxt('/Users/peterdwilletts/Data/Midas/midas_glblwx-asia_201101-201112.txt', dtype={'names':header, 'formats':full_file_dtype_len}, delimiter=',')
header = np.loadtxt('/nfs/a90/eepdw/Data/Midas/GL_Column_Headers.csv', dtype=str, delimiter=',')
header = [h.strip(' ') for h in header]

full_file = np.loadtxt('/nfs/a90/eepdw/Data/Midas/midas_glblwx-asia_201101-201112.txt', dtype={'names':header, 'formats':full_file_dtype_len}, delimiter=',')


    

In [419]:

    

wmo_codes_header = [
'Block_Number', 
'Station_Number', 
'ICAO_Location', 
'Place_Name', 
'State', 
'Country_Name', 
'WMO_Region', 
'Station_Latitude',
'Station_Longitude', 
'Upper_Air_Latitude', 
'Upper_Air_Longitude', 
'Station_Elevation', 
'Upper_Air_Elevation', 
'RBSN_indicator']


wmo_codes_dtypes = [
 'a2',
 'a3',
 'a4',
 'a74',
 'a24',
 'a36',
 'a1',
 'a9',
 'a10',
 'a9',
 'a10',
 'a4',
 'a4',
 'a1']

#http://weather.noaa.gov/tg/site.shtml

wmo_codes_load=np.loadtxt('/nfs/a90/eepdw/Data/Midas/WMO_Station_Code_Info_from_NOAA.txt', delimiter=';', dtype=object)

wmo_codes=[]

for l in wmo_codes_load:
    if len(l)==14:       
       wmo_codes.append(np.array(l, dtype={'names':wmo_codes_header, 'formats':wmo_codes_dtypes}) )
        
wmo_codes = np.array(wmo_codes)

icao_codes_header = [
'ICAO_Location',
'Block_Number',
'Station_Number',
'Place_Name',
'State',
'Country_Name', 
'WMO_Region',
'Station_Latitude',
'Station_Longitude', 
'Upper_Air_Latitude',
'Upper_Air_Longitude', 
'Station_Elevation', 
'Upper_Air_Elevation',
'RBSN_indicator']

icao_codes_dtypes = [
 'a4',
 'a2',
 'a3',
 'a75',
 'a24',
 'a36',
 'a9',
 'a10',
 'a10',
 'a9',
 'a10',
 'a4',
 'a4',
 'a2']

# http://weather.noaa.gov/tg/site.shtml

icao_codes_load=np.loadtxt('/nfs/a90/eepdw/Data/Midas/ICAO_Station_Code_Info_from_NOAA.txt', delimiter=';', dtype=object)

icao_codes=[]

for l in icao_codes_load: 
    #print l
    if len(l)==14:
        #print l
       icao_codes.append(np.array(l, dtype={'names':icao_codes_header, 'formats':icao_codes_dtypes}))
icao_codes=np.array(icao_codes)

# Find stations in data file, get info about stations

station_ids_wmo = np.unique(full_file['ID'][full_file['ID_TYPE']==' WMO'])
station_ids_icao = np.unique(full_file['ID'][full_file['ID_TYPE']==' ICAO'])

wmo_station_id = ['%s%s' % (a,b) for a,b in zip(list(wmo_codes['Block_Number']), list(wmo_codes['Station_Number']))]
icao_station_id = icao_codes['ICAO_Location']


    

In [421]:

    

# Make list of stations in domain

plot_list=[]

        
for s in station_ids_wmo:
    try:
        station_idx = WMOStationInfo(s, wmo_station_id)
        lat = convert(wmo_codes['Station_Latitude'][station_idx])
        lon = convert(wmo_codes['Station_Longitude'][station_idx])
        
        if ((lat_min<lat<lat_max) & (lon_min<lon<lon_max)):
            name = wmo_codes['Place_Name'][station_idx]
            plot_list.append([name, lat, lon, s])
    except Exception, e:
        print e
        
np.save('/nfs/a90/eepdw/Data/Midas/station_plot_list_wmo', plot_list)

plot_list=[]

for s in station_ids_icao:
    try:
        station_idx = WMOStationInfo(s, icao_station_id)
        lat = convert(icao_codes['Station_Latitude'][station_idx])
        lon = convert(icao_codes['Station_Longitude'][station_idx])
        
        if ((lat_min<lat<lat_max) & (lon_min<lon<lon_max)):
            name = icao_codes['Place_Name'][station_idx]
            plot_list.append([name, lat, lon, s])
    except Exception, e:
        print e
        
np.save('/nfs/a90/eepdw/Data/Midas/station_plot_list_icao', plot_list)


    

    




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'24661' is not in list
'24790' is not in list
'25062' is not in list
'25138' is not in list
'25206' is not in list
'25282' is not in list
'25705' is not in list
'25927' is not in list
'25932' is not in list
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'29379' is not in list
'29645' is not in list
'29846' is not in list
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'41253' is not in list
'41255' is not in list
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'41259' is not in list
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'41265' is not in list
'41267' is not in list
'41275' is not in list
'41287' is not in list
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'41516' is not in list
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'44374' is not in list
'44385' is not in list
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'57604' is not in list
'58141' is not in list
'58752' is not in list
'EQBH' is not in list
'KQGX' is not in list
'KQSA' is not in list
'OACC' is not in list
'OAKN' is not in list
'OAUZ' is not in list
'OYRN' is not in list

In [8]:

    

lat_min = -10
lat_max = 40
lon_min = 60
lon_max = 110


    

In [7]:

    

# Convert lat/lon string to decimal

def convert(tude):
    multiplier = 1 if tude[-1] in ['N', 'E'] else -1
    return multiplier * sum(float(x) / 60 ** n for n, x in enumerate(tude[:-1].split('-')))


    

In [427]:

    

# Get EMBRACE domain and time range data

# Create list of datetimes from timesttamp strings in full file data

wmo_or_icao = ['wmo', 'icao']

for identifier_type in wmo_or_icao:
    
    plot_list = np.load('/nfs/a90/eepdw/Data/Midas/station_plot_list_%s.npy' % identifier_type)

    time_min = datetime.datetime(2011, 8, 1, 0, 0)
    time_max = datetime.datetime(2011, 10, 1, 0, 0)
    for station_id in np.array(plot_list)[:,3]:
    
    #Find data for station and within time range

        station_data_idx = (full_file['ID']==station_id) 
    
        station_data_datetimes = np.array([datetime.datetime.strptime(d, ' %Y-%m-%d %H:%M') \
                                       for d in full_file['OB_TIME'][station_data_idx]])
    
        station_data = full_file[station_data_idx][(station_data_datetimes<=time_max) & (station_data_datetimes>=time_min) ]
    
        np.save('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/%s_Aug_Sep_2011_All_Data_%s' \
                % (station_id, identifier_type), station_data)


    

In [455]:

    

#Embrace Mean

wmo_or_icao = 'wmo'

variable = 'STN_PRES'

plot_list = np.load('/nfs/a90/eepdw/Data/Midas/station_plot_list_%s.npy' % wmo_or_icao)

time_min = datetime.datetime(2011, 8, 18, 0, 0)
time_max = datetime.datetime(2011, 9, 8, 0, 0)

import re

for station_id in np.array(plot_list)[:,3]:
    
    station_data = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/%s_Aug_Sep_2011_All_Data_%s.npy' \
                           % (station_id, wmo_or_icao))
    
    station_data_datetimes = [datetime.datetime.strptime(d, ' %Y-%m-%d %H:%M') for d in station_data['OB_TIME']]
    
    date_group_idx = np.where((np.array(station_data_datetimes)>=time_min) & (np.array(station_data_datetimes)<=time_max))
        
    try:
            data = [h.strip(' ') for h in station_data[variable][date_group_idx]]
            #pdb.set_trace()
            #data = np.array([(if len(h) == 0:h.replace('','nan')) for h in data], dtype=float)
            data = [re.sub(r"^$", "nan", d) for d in data]
            mean = np.nanmean(np.array(data, dtype=float))
            
            np.save('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/%s_Aug_Sep_2011_EMBRACE_Mean_%s'
                    % (station_id, variable)
                    , mean) 

    except Exception,e:
            PrintException()
            #print station_data['MSL_PRESSURE'][date_group_idx]
            #print data
            #print h
            print '%s-%s' % (station_id, d)


    

In [276]:

    

data=[]
for t in np.array(station_data):
    data_temp = [h.strip(' ') for h in t]
    data.append([re.sub(r"^$", "nan", d) for d in data_temp])
    
data_nan_mask = np.ma.masked_array(np.array(data), np.array(data)=='nan')
data_nan_mask.count(axis=0)


    

In [432]:

    

# Data check 
# For each station in domain, print name and count how many actual data in each header variable

wmo_or_icao = 'icao'

plot_list = np.load('/nfs/a90/eepdw/Data/Midas/station_plot_list_%s.npy' % wmo_or_icao)

time_min = datetime.datetime(2011, 8, 18, 0, 0)
time_max = datetime.datetime(2011, 9, 8, 0, 0)

import re

#count_list = []
count_list_icao=[]

for station_id in np.array(plot_list)[:,3]:
    
    station_data = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/%s_Aug_Sep_2011_All_Data_%s.npy' \
                           % (station_id, wmo_or_icao))
    
    station_data_datetimes = [datetime.datetime.strptime(d, ' %Y-%m-%d %H:%M') for d in station_data['OB_TIME']]
    
    date_group_idx = np.where((np.array(station_data_datetimes)>=time_min) & (np.array(station_data_datetimes)<=time_max))
        
    try:
            data=[]
            for t in np.array(station_data):
                data_temp = [h.strip(' ') for h in t]
                data.append([re.sub(r"^$", "nan", d) for d in data_temp])
    
            data_nan_mask = np.ma.masked_array(np.array(data), np.array(data)=='nan')
            
            count_list_icao.append((list(data_nan_mask.count(axis=0))))
            
            
            

    except Exception,e:
            print e
            #print station_data['MSL_PRESSURE'][date_group_idx]
            print data
            #print h
            print '%s-%s' % (station_id, d)


    

    




iteration over a 0-d array
[]
VGZR-

In [363]:

    

figprops = dict(figsize=(16,32), dpi=100)
plt.figure(**figprops)

fig, ax = plt.subplots(**figprops)


for st_co in count_list:
    #print st_co[0]
    try:
        plt.scatter(range(len(header)), st_co)
    except Exception:
        PrintException()
        print st_co

#plt.xticks(xdata,catnames,rotation=90)
#plt.yticks(range(0,maxduration+ystep,ystep))
plt.xlim([min(range(len(header))) - 0.5, max(range(len(header))) + 0.5])
plt.ylim(0,500)


#locs, labels = plt.xticks()

ax.xaxis.tick_top()

plt.xticks(range(len(header)),header,rotation=45)


    

    
Out[363]:





([<matplotlib.axis.XTick at 0x2b95228b3110>,
  <matplotlib.axis.XTick at 0x2b95228b3f10>,
  <matplotlib.axis.XTick at 0x2b95228d4890>,
  <matplotlib.axis.XTick at 0x2b9522da6b50>,
  <matplotlib.axis.XTick at 0x2b9522daa290>,
  <matplotlib.axis.XTick at 0x2b9522daa990>,
  <matplotlib.axis.XTick at 0x2b9522da90d0>,
  <matplotlib.axis.XTick at 0x2b9522da97d0>,
  <matplotlib.axis.XTick at 0x2b9522da9ed0>,
  <matplotlib.axis.XTick at 0x2b9522db1550>,
  <matplotlib.axis.XTick at 0x2b9522db1c50>,
  <matplotlib.axis.XTick at 0x2b9522db2390>,
  <matplotlib.axis.XTick at 0x2b9522db2a90>,
  <matplotlib.axis.XTick at 0x2b9522db51d0>,
  <matplotlib.axis.XTick at 0x2b9522db58d0>,
  <matplotlib.axis.XTick at 0x2b9522db5fd0>,
  <matplotlib.axis.XTick at 0x2b9522db7710>,
  <matplotlib.axis.XTick at 0x2b9522db7e10>,
  <matplotlib.axis.XTick at 0x2b9522dbc550>,
  <matplotlib.axis.XTick at 0x2b9522dbcc50>,
  <matplotlib.axis.XTick at 0x2b9522dbd390>,
  <matplotlib.axis.XTick at 0x2b9522dbda90>,
  <matplotlib.axis.XTick at 0x2b9522dc21d0>,
  <matplotlib.axis.XTick at 0x2b9522dc28d0>,
  <matplotlib.axis.XTick at 0x2b9522dc2fd0>,
  <matplotlib.axis.XTick at 0x2b9522dc3710>,
  <matplotlib.axis.XTick at 0x2b9522dc3e10>,
  <matplotlib.axis.XTick at 0x2b9522dc6550>,
  <matplotlib.axis.XTick at 0x2b9522dc6c50>,
  <matplotlib.axis.XTick at 0x2b9522dca390>,
  <matplotlib.axis.XTick at 0x2b9522dcaa90>,
  <matplotlib.axis.XTick at 0x2b9522dcc1d0>,
  <matplotlib.axis.XTick at 0x2b9522dcc8d0>,
  <matplotlib.axis.XTick at 0x2b9522dccfd0>,
  <matplotlib.axis.XTick at 0x2b9522dcf710>,
  <matplotlib.axis.XTick at 0x2b9522dcfe10>,
  <matplotlib.axis.XTick at 0x2b9522dd1550>,
  <matplotlib.axis.XTick at 0x2b9522dd1c50>,
  <matplotlib.axis.XTick at 0x2b9522b0f390>,
  <matplotlib.axis.XTick at 0x2b9522b0fa90>,
  <matplotlib.axis.XTick at 0x2b9522ae31d0>,
  <matplotlib.axis.XTick at 0x2b9522ae38d0>,
  <matplotlib.axis.XTick at 0x2b9522ae3fd0>,
  <matplotlib.axis.XTick at 0x2b9522b02710>,
  <matplotlib.axis.XTick at 0x2b9522b02e10>,
  <matplotlib.axis.XTick at 0x2b9522ad3550>,
  <matplotlib.axis.XTick at 0x2b9522ad3c50>,
  <matplotlib.axis.XTick at 0x2b9522ad5390>,
  <matplotlib.axis.XTick at 0x2b9522ad5a90>,
  <matplotlib.axis.XTick at 0x2b9522ad71d0>,
  <matplotlib.axis.XTick at 0x2b9522ad78d0>,
  <matplotlib.axis.XTick at 0x2b9522ad7fd0>,
  <matplotlib.axis.XTick at 0x2b9522adb710>,
  <matplotlib.axis.XTick at 0x2b9522adbe10>,
  <matplotlib.axis.XTick at 0x2b9522ade550>,
  <matplotlib.axis.XTick at 0x2b9522adec50>,
  <matplotlib.axis.XTick at 0x2b9522ae1390>],
 <a list of 57 Text xticklabel objects>)






    






<matplotlib.figure.Figure at 0x2b951053f5d0>






    

In [438]:

    

figprops = dict(figsize=(32,8), dpi=100)


for hee, he in enumerate(header):
    #print st_co[0]
    try:
        histo_count = np.bincount(np.array(count_list)[:,hee])
                                  
        plt.figure(**figprops)

        fig, ax = plt.subplots(**figprops)
        plt.plot(range(histo_count.shape[0]), histo_count)
        plt.title(he)
        
        plt.xlabel('Number Soundings with data')
        plt.ylabel('Number Stations')
        
        plt.show()
    except Exception:
        PrintException()
        #print st_co

#plt.xticks(xdata,catnames,rotation=90)
#plt.yticks(range(0,maxduration+ystep,ystep))
#plt.xlim([min(range(len(header))) - 0.5, max(range(len(header))) + 0.5])
#plt.ylim(0,500)



#locs, labels = plt.xticks()

#ax.xaxis.tick_top()

#plt.xticks(range(len(header)),header,rotation=45)


    

    






<matplotlib.figure.Figure at 0x2b95419b9e90>






    













    






<matplotlib.figure.Figure at 0x2b9540953850>






    













    






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<matplotlib.figure.Figure at 0x2b947b35f710>






    













    






<matplotlib.figure.Figure at 0x2b95407a5990>






    













    






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In [435]:

    

figprops = dict(figsize=(32,8), dpi=100)


for hee, he in enumerate(header):
    #print st_co[0]
    try:
        histo_count = np.bincount(np.array(count_list_icao)[:,hee])
                                  
        plt.figure(**figprops)

        fig, ax = plt.subplots(**figprops)
        plt.plot(range(histo_count.shape[0]), histo_count, color='green')
        plt.title(he)
        plt.show()
    except Exception:
        PrintException()
        #print st_co

#plt.xticks(xdata,catnames,rotation=90)
#plt.yticks(range(0,maxduration+ystep,ystep))
#plt.xlim([min(range(len(header))) - 0.5, max(range(len(header))) + 0.5])
#plt.ylim(0,500)


#locs, labels = plt.xticks()

#ax.xaxis.tick_top()

#plt.xticks(range(len(header)),header,rotation=45)


    

    






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In [443]:

    

#Daily Mean

import re

wmo_or_icao = 'wmo'

plot_list = np.load('/nfs/a90/eepdw/Data/Midas/station_plot_list_%s.npy' % wmo_or_icao)

variable='STN_PRES'

for station_id in np.array(plot_list)[:,3]:
    
    station_data = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/%s_Aug_Sep_2011_All_Data_%s.npy' \
                           % (station_id, wmo_or_icao))
    
    station_data_datetimes = [datetime.datetime.strptime(d, ' %Y-%m-%d %H:%M') for d in station_data['OB_TIME']]
    
    station_data_datetimes_hour = [st.hour for st in station_data_datetimes]
    station_data_datetimes_day = [st.day for st in station_data_datetimes]
    station_data_datetimes_month = [st.month for st in station_data_datetimes]

    d = time_min
    delta = datetime.timedelta(days=1)

    daily_mean=[]

    while d <= time_max:
        date_group_idx = np.where((np.array(station_data_datetimes_day)==d.day) 
                                  & (np.array(station_data_datetimes_month)==d.month))
        
        try:
            data = [h.strip(' ') for h in station_data[variable][date_group_idx]]
            
            data = [re.sub(r"^$", "nan", da) for da in data]
            
            daily_mean.append((d, np.nanmean(np.array(data, dtype=float))))
                              
            np.save('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/%s_Aug_Sep_2011_Daily_Mean_%s' \
                    % (station_id, variable), 
                    np.array(daily_mean))
        except Exception,e:
            PrintException()
            #print station_data['MSL_PRESSURE'][date_group_idx]
            print data
            #print h
            print '%s-%s' % (station_id, d)
    
        
        d += delta


    

In [465]:

    

# Create array of lat lon and variable for plotting
# So, with all stations in one array,
# That's (station_id, station latitude, station longitude, place name, datetimes, and variable)

#all_stations_plot_date=[]

variable = 'STN_PRES'

wmo_station_id = ['%s%s' % (a,b) for a,b in zip(list(wmo_codes['Block_Number']), list(wmo_codes['Station_Number']))]

def WMOStationInfo(station_id, info_file_id_list):
    '''
    Takes a 5 digit WMO weather station identifier, and a station_id list, 
    in the same order as the full station information and 
    returns its index
    '''

    station_idx = list(info_file_id_list).index(station_id)
    return station_idx
    del all_stations_plot_date

try:
    del all_stations_plot_date
except:
    pass

all_stations_plot_date = []

for station_id in np.array(plot_list)[:,3]:
    
    try:
        station_idx = WMOStationInfo(station_id, wmo_station_id)
        #lat = convert(wmo_codes['Station_Latitude'][station_idx])
        #lon = convert(wmo_codes['Station_Longitude'][station_idx])
        #print station_idx
        #np_file = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/%s_Aug_Sep_2011_Daily_Mean.npy' % station_id)
        np_file = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/%s_Aug_Sep_2011_EMBRACE_Mean_%s.npy' \
                          % (station_id, variable))
        #print np_file
        #pdb.set_trace()
        
        if np_file.any():
        
            try:
            
                all_stations_plot_date.append(np.array((
                                   station_id,  
                                   wmo_codes['Station_Latitude'][station_idx],
                                   wmo_codes['Station_Longitude'][station_idx],
                                   wmo_codes['Place_Name'][station_idx],
                                   np_file)))
                #all_stations_plot_date = np.append(all_stations_plot_date,(np.array((
                 #                  station_id,  
                  #                 wmo_codes['Station_Latitude'][station_idx],
                   #                wmo_codes['Station_Longitude'][station_idx],
                    #               wmo_codes['Place_Name'][station_idx],
                     #              np_file
                      #             ))),axis=0)
                
                #print '%s array' %station_id
                
            
            except NameError:
                #print '%s array init' %station_id
                #all_stations_plot_date = np.array((
                 #                  station_id,  
                  #                 wmo_codes['Station_Latitude'][station_idx],
                   #                wmo_codes['Station_Longitude'][station_idx],
                    #               wmo_codes['Place_Name'][station_idx],
                     #              np_file
                      #             ))
                PrintException()

    except Exception, e:
        PrintException()
        #print np_file
        #pdb.set_trace()
    #if not empty:
     #   prin
np.save('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean_%s' % variable,\
          np.array(all_stations_plot_date))


    

In [108]:

    

qw=np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean.npy')


    

In [462]:

    

# Create array of lat lon and variable for plotting
# So, with all stations in one array,
# That's (station_id, station latitude, station longitude, place name, datetimes, and variable)

#all_stations_plot_date=[]

variable = 'MSL_PRESSURE'

wmo_station_id = ['%s%s' % (a,b) for a,b in zip(list(wmo_codes['Block_Number']), list(wmo_codes['Station_Number']))]

def WMOStationInfo(station_id, info_file_id_list):
    '''
    Takes a 5 digit WMO weather station identifier a station_id list, 
    in the same order as the full station information and 
    returns its index
    '''

    station_idx = list(info_file_id_list).index(station_id)
    return station_idx

try:
    del all_stations_plot_date
except:
    pass

for station_id in np.array(plot_list)[:,3]:
    
    try:
        station_idx = WMOStationInfo(station_id, wmo_station_id)
        #lat = convert(wmo_codes['Station_Latitude'][station_idx])
        #lon = convert(wmo_codes['Station_Longitude'][station_idx])
        #print station_idx
        np_file = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/%s_Aug_Sep_2011_Daily_Mean_%s.npy'
                          % (station_id, variable))
        #print np_file
        #pdb.set_trace()
        
        if np_file.any():
        
            try:
            
                
                all_stations_plot_date = np.concatenate((all_stations_plot_date,np.array((
                                   np.repeat(station_id, np_file.shape[0]),  
                                   np.repeat(wmo_codes['Station_Latitude'][station_idx], np_file.shape[0]),
                                   np.repeat(wmo_codes['Station_Longitude'][station_idx], np_file.shape[0]),
                                   np.repeat(wmo_codes['Place_Name'][station_idx], np_file.shape[0]),
                                   np_file[:,0],
                                   np_file[:,1]
                                   ))), axis=1)
                
                #print '%s array' %station_id
                
            
            except NameError:
                #print '%s array init' %station_id
                all_stations_plot_date = np.array((
                                   np.repeat(station_id, np_file.shape[0]),  
                                   np.repeat(wmo_codes['Station_Latitude'][station_idx], np_file.shape[0]),
                                   np.repeat(wmo_codes['Station_Longitude'][station_idx], np_file.shape[0]),
                                   np.repeat(wmo_codes['Place_Name'][station_idx], np_file.shape[0]),
                                   np_file[:,0],
                                   np_file[:,1]
                                   ))
                PrintException()

    except Exception, e:
        PrintException()
        #print np_file
        #pdb.set_trace()
    #if not empty:
     #   prin
np.save('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/THE_BIG_ONE_Aug_Sep_2011_Daily_Mean_%s' % variable,\
          all_stations_plot_date)


    

    




EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38683_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38687_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38696_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38744_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38799_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38806_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38812_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38836_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38886_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38895_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38911_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38915_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38927_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38933_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38954_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38974_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/38987_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40741_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40827_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40829_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40856_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40878_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40879_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/40898_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41506_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41508_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41515_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41523_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41530_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41535_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41536_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41560_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41565_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41571_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41573_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41594_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41598_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41600_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41620_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41624_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41640_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41641_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41660_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41675_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41678_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41685_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41697_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41700_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41710_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41712_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41715_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41718_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41725_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41739_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41744_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41746_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41749_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41756_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41759_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41764_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41768_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41780_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41785_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41859_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41883_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41886_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41891_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41907_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41923_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41936_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41943_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41950_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41978_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/41992_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42027_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42071_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42101_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42111_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42123_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42131_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42165_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42182_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42189_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42260_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42309_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42314_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42328_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42339_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42348_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42361_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42369_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42379_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42398_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42410_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42415_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42435_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42452_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42475_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42479_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42492_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42498_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42542_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42559_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42571_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42591_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42623_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42634_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42647_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42667_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42675_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42701_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42724_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42737_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42754_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42779_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42798_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42809_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42840_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42867_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42874_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42886_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42895_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42909_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42971_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/42977_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43003_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43014_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43041_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43063_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43086_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43110_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43117_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43128_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43150_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43157_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43185_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43189_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43192_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43198_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43201_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43213_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43233_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43237_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43245_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43279_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43284_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43295_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43314_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43321_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43329_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43333_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43344_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43353_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43369_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43371_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43413_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43415_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43418_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43421_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43424_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43436_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43450_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43467_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43473_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43495_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43497_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43533_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43555_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43577_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/43599_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44404_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44416_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44424_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44434_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44438_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44449_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44454_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44462_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44474_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44477_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/44478_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48001_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48004_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48008_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48010_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48018_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48019_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48020_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48025_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48035_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48037_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48042_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48045_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48048_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48053_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48057_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48060_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48062_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48071_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48077_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48078_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48080_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48094_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48097_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48108_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48109_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48110_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48112_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48300_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48303_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48310_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48325_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48327_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48328_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48329_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48330_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48331_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48351_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48352_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48353_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48354_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48356_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48357_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48375_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48376_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48377_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48378_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48379_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48380_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48381_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48383_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48400_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48403_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48405_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48407_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48421_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48425_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48426_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48430_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48431_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48432_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48450_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48455_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48456_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48459_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48462_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48465_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48475_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48477_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48480_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48500_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48517_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48532_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48550_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48551_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48552_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48565_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48566_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48567_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48568_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48569_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48583_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48803_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48806_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48808_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48820_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48823_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48826_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48830_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48838_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48839_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48840_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48845_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48848_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48852_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48855_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48870_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48877_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48887_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48900_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48914_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48916_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48917_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48918_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48924_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48930_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48935_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48938_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48940_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48946_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48947_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48952_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/48955_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51709_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51716_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51777_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51811_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51818_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51828_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/51886_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52533_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52602_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52652_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52681_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52713_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52737_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52754_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52787_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52818_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52836_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52866_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52889_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52908_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/52996_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53502_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53529_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53543_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53614_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53646_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53705_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53723_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53845_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53915_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/53923_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55228_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55279_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55299_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55472_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55578_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55591_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55664_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55696_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/55773_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56004_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56018_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56021_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56029_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56033_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56046_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56065_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56079_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56080_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56096_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56106_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56116_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56137_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56144_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56146_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56152_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56167_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56172_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56182_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56196_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56247_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56257_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56287_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56312_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56357_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56374_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56385_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56444_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56462_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56492_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56571_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56586_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56651_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56671_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56684_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56691_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56739_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56748_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56751_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56763_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56768_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56778_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56786_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56838_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56886_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56946_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56951_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56954_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56959_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56964_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56966_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56969_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56977_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/56985_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57127_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57237_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57245_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57306_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57328_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57348_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57411_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57426_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57447_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57516_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57633_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57707_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57713_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57731_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57745_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57816_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57832_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57845_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57902_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57916_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57922_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/57932_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59007_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59023_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59046_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59209_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59211_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59417_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59431_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59632_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59644_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59838_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'
EXCEPTION IN (<ipython-input-462-5b8346b33fe1>, LINE 34 "% (station_id, variable))"): [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/59845_Aug_Sep_2011_Daily_Mean_MSL_PRESSURE.npy'






    




---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-462-5b8346b33fe1> in <module>()
     71     #if not empty:
     72      #   prin
---> 73 np.save('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/THE_BIG_ONE_Aug_Sep_2011_Daily_Mean_%s' % variable,          all_stations_plot_date)

NameError: name 'all_stations_plot_date' is not defined

In [3]:

    

import numpy as np


    

In [5]:

    

import matplotlib.mlab as ml
%matplotlib inline


    

In [165]:

    

all_stations_plot_date = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean.npy')

import datetime

import matplotlib.pyplot as plt


cb_label='hPa'
    
min_contour = 990.
max_contour = 1015.

divisor=10  # for lat/lon rounding

lon_high = 101.866 
lon_low = 64.115
lat_high = 33.
lat_low =-6.79

import math

lon_low_tick=lon_low -(lon_low%divisor)
lon_high_tick=math.ceil(lon_high/divisor)*divisor

lat_low_tick=lat_low - (lat_low%divisor)
lat_high_tick=math.ceil(lat_high/divisor)*divisor

tick_interval=5


figprops = dict(figsize=(8,8), dpi=100)

from mpl_toolkits.basemap import Basemap

import cartopy.crs as ccrs
import cartopy.io.img_tiles as cimgt
import matplotlib.ticker as mticker
from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER

plot_data = all_stations_plot_date
    
   
lat = [convert(a) for a in plot_data[:,1]]
lon = [convert(a) for a in plot_data[:,2]]
    
fig = plt.figure(**figprops)
         
cmap=plt.cm.RdBu_r
                    
#ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min+degs_crop_bottom,lat_max-degs_crop_top))
ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min,lat_max))
    
m =\
    Basemap(llcrnrlon=lon_min,llcrnrlat=lat_max,urcrnrlon=lon_max,urcrnrlat=lat_max, rsphere = 6371229)
                    #pdb.set_trace()
    
                    
                               
#clevs = np.linspace(min_contour, max_contour, 32)
clevs = np.linspace(min_contour, max_contour, (max_contour-min_contour+1)/1)
    
yi = np.linspace(-10.,40.,100)
xi = np.linspace(60.,110.,100)
    
                    
#lons, lats = np.meshgrid(lon, lat)                 
x,y = m(lon,lat)
xi,yi=m(xi,yi)
    
zi = ml.griddata(lon, lat,plot_data[:,-1],xi, yi, interp='linear')
    
#plt.contour(xi, yi, zi)
#cont = plt.contourf(xi,yi,zi, clevs, cmap=cmap, extend='both')
                    
zi_nan_mask = np.ma.masked_array(zi, np.isnan(zi))

cs_lin = plt.contour(xi, yi, zi_nan_mask, clevs,colors='#262626',linewidths=1.)
plt.clabel(cs_lin, fontsize=14, fmt='%d', color='black')
                    
                    #del time_cube
                     
                    #plt.clabel(cont, fmt='%d')
                    #ax.stock_img()
ax.coastlines(resolution='110m', color='#262626') 
                     
gl = ax.gridlines(draw_labels=True,linewidth=0.5, color='#262626', alpha=0.5, linestyle='--')
gl.xlabels_top = False
gl.ylabels_right = False
                    #gl.xlines = False
dx, dy = 10, 10

gl.xlocator = mticker.FixedLocator(range(int(lon_low_tick),int(lon_high_tick)+dx,dx))
gl.ylocator = mticker.FixedLocator(range(int(lat_low_tick),int(lat_high_tick)+dy,dy))
gl.xformatter = LONGITUDE_FORMATTER
gl.yformatter = LATITUDE_FORMATTER
                    
gl.xlabel_style = {'size': 12, 'color':'#262626'}
                    #gl.xlabel_style = {'color': '#262626', 'weight': 'bold'}
gl.ylabel_style = {'size': 12, 'color':'#262626'}         
                    
    #cbar = fig.colorbar(cont, orientation='horizontal', pad=0.05, extend='both')
    #cbar.set_label('%s' % cb_label, fontsize=10, color='#262626') 
                    #cbar.set_label(time_cube.units, fontsize=10, color='#262626')
    #cbar.set_ticks(np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #ticks = (np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #cbar.set_ticklabels(['${%.1f}$' % i for i in ticks])
                    
    #cbar.ax.tick_params(labelsize=10, color='#262626')
                        #LAT, LON = np.meshgrid(lat,lon)
    
 
    
plt.show()


    

In [464]:

    

import datetime

import matplotlib.pyplot as plt

variable = 'STN_PRES'
all_stations_plot_date = np.load(
            '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean_%s.npy'\
            % variable)


cb_label='hPa'
    
min_contour = 990.
max_contour = 1015.

divisor=10  # for lat/lon rounding

lon_high = 101.866 
lon_low = 64.115
lat_high = 33.
lat_low =-6.79

import math

lon_low_tick=lon_low -(lon_low%divisor)
lon_high_tick=math.ceil(lon_high/divisor)*divisor

lat_low_tick=lat_low - (lat_low%divisor)
lat_high_tick=math.ceil(lat_high/divisor)*divisor

tick_interval=5


figprops = dict(figsize=(8,8), dpi=100)

from mpl_toolkits.basemap import Basemap

import cartopy.crs as ccrs
import cartopy.io.img_tiles as cimgt
import matplotlib.ticker as mticker
from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER

plot_data = all_stations_plot_date
    
   
lat = [convert(a) for a in plot_data[:,1]]
lon = [convert(a) for a in plot_data[:,2]]
    
fig = plt.figure(**figprops)
         
cmap=plt.cm.RdBu_r
                    
#ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min+degs_crop_bottom,lat_max-degs_crop_top))
ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min,lat_max))
    
m =\
    Basemap(llcrnrlon=lon_min,llcrnrlat=lat_max,urcrnrlon=lon_max,urcrnrlat=lat_max, rsphere = 6371229)
                    #pdb.set_trace()
    
                    
                               
#clevs = np.linspace(min_contour, max_contour, 32)
clevs = np.linspace(min_contour, max_contour, (max_contour-min_contour+1)/1)
    
yi = np.linspace(-10.,40.,100)
xi = np.linspace(60.,110.,100)
    
                    
#lons, lats = np.meshgrid(lon, lat)                 
x,y = m(lon,lat)
xi,yi=m(xi,yi)
    
zi = ml.griddata(lon, lat,plot_data[:,-1],xi, yi, interp='linear')
    
#plt.contour(xi, yi, zi)
#cont = plt.contourf(xi,yi,zi, clevs, cmap=cmap, extend='both')
                    
zi_nan_mask = np.ma.masked_array(zi, np.isnan(zi))

cs_lin = plt.contour(xi, yi, zi_nan_mask, clevs,colors='#262626',linewidths=1.)
plt.clabel(cs_lin, fontsize=14, fmt='%d', color='black')
                    
                    #del time_cube
                     
                    #plt.clabel(cont, fmt='%d')
                    #ax.stock_img()
ax.coastlines(resolution='110m', color='#262626') 
                     
gl = ax.gridlines(draw_labels=True,linewidth=0.5, color='#262626', alpha=0.5, linestyle='--')
gl.xlabels_top = False
gl.ylabels_right = False
                    #gl.xlines = False
dx, dy = 10, 10

gl.xlocator = mticker.FixedLocator(range(int(lon_low_tick),int(lon_high_tick)+dx,dx))
gl.ylocator = mticker.FixedLocator(range(int(lat_low_tick),int(lat_high_tick)+dy,dy))
gl.xformatter = LONGITUDE_FORMATTER
gl.yformatter = LATITUDE_FORMATTER
                    
gl.xlabel_style = {'size': 12, 'color':'#262626'}
                    #gl.xlabel_style = {'color': '#262626', 'weight': 'bold'}
gl.ylabel_style = {'size': 12, 'color':'#262626'}         
                    
    #cbar = fig.colorbar(cont, orientation='horizontal', pad=0.05, extend='both')
    #cbar.set_label('%s' % cb_label, fontsize=10, color='#262626') 
                    #cbar.set_label(time_cube.units, fontsize=10, color='#262626')
    #cbar.set_ticks(np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #ticks = (np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #cbar.set_ticklabels(['${%.1f}$' % i for i in ticks])
                    
    #cbar.ax.tick_params(labelsize=10, color='#262626')
                        #LAT, LON = np.meshgrid(lat,lon)
    
 
    
plt.show()


    

    




---------------------------------------------------------------------------
IOError                                   Traceback (most recent call last)
<ipython-input-464-6518f7a8ec9b> in <module>()
      7 all_stations_plot_date = np.load(
      8             '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean_%s.npy'\
----> 9             % variable)
     10 
     11 

/apps/canopy-1.4.1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/numpy/lib/npyio.py in load(file, mmap_mode)
    368     own_fid = False
    369     if isinstance(file, basestring):
--> 370         fid = open(file, "rb")
    371         own_fid = True
    372     elif isinstance(file, gzip.GzipFile):

IOError: [Errno 2] No such file or directory: '/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean_STN_PRES.npy'

In [472]:

    

all_stations_plot_date = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/EMBRACE_Mean/THE_BIG_ONE_Aug_Sep_2011_EMBRACE_Mean_%s.npy' % variable)

import datetime

import matplotlib.pyplot as plt


cb_label='hPa'
    
min_contour = 590.
max_contour = 1190.

divisor=10  # for lat/lon rounding

lon_high = 101.866 
lon_low = 64.115
lat_high = 33.
lat_low =-6.79

import math

lon_low_tick=lon_low -(lon_low%divisor)
lon_high_tick=math.ceil(lon_high/divisor)*divisor

lat_low_tick=lat_low - (lat_low%divisor)
lat_high_tick=math.ceil(lat_high/divisor)*divisor

tick_interval=5


figprops = dict(figsize=(8,8), dpi=100)

from mpl_toolkits.basemap import Basemap

import cartopy.crs as ccrs
import cartopy.io.img_tiles as cimgt
import matplotlib.ticker as mticker
from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER

plot_data = all_stations_plot_date
    
   
lat = [convert(a) for a in plot_data[:,1]]
lon = [convert(a) for a in plot_data[:,2]]
    
fig = plt.figure(**figprops)
         
cmap=plt.cm.RdBu_r
                    
#ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min+degs_crop_bottom,lat_max-degs_crop_top))
ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min,lat_max))
    
m =\
    Basemap(llcrnrlon=lon_min,llcrnrlat=lat_max,urcrnrlon=lon_max,urcrnrlat=lat_max, rsphere = 6371229)
                    #pdb.set_trace()
    
                    
                               
#clevs = np.linspace(min_contour, max_contour, 32)
clevs = np.linspace(min_contour, max_contour, (max_contour-min_contour+10)/10)
    
yi = np.linspace(-10.,40.,100)
xi = np.linspace(60.,110.,100)
    
                    
#lons, lats = np.meshgrid(lon, lat)                 
x,y = m(lon,lat)
xi,yi=m(xi,yi)
    
zi = ml.griddata(lon, lat,plot_data[:,-1],xi, yi, interp='linear')
    
#plt.contour(xi, yi, zi)
#cont = plt.contourf(xi,yi,zi, clevs, cmap=cmap, extend='both')
                    
zi_nan_mask = np.ma.masked_array(zi, np.isnan(zi))

cs_lin = plt.contour(xi, yi, zi_nan_mask, clevs,colors='#262626',linewidths=1.)
plt.clabel(cs_lin, fontsize=14, fmt='%d', color='black')
                    
                    #del time_cube
                     
                    #plt.clabel(cont, fmt='%d')
                    #ax.stock_img()
ax.coastlines(resolution='110m', color='#262626') 
                     
gl = ax.gridlines(draw_labels=True,linewidth=0.5, color='#262626', alpha=0.5, linestyle='--')
gl.xlabels_top = False
gl.ylabels_right = False
                    #gl.xlines = False
dx, dy = 10, 10

gl.xlocator = mticker.FixedLocator(range(int(lon_low_tick),int(lon_high_tick)+dx,dx))
gl.ylocator = mticker.FixedLocator(range(int(lat_low_tick),int(lat_high_tick)+dy,dy))
gl.xformatter = LONGITUDE_FORMATTER
gl.yformatter = LATITUDE_FORMATTER
                    
gl.xlabel_style = {'size': 12, 'color':'#262626'}
                    #gl.xlabel_style = {'color': '#262626', 'weight': 'bold'}
gl.ylabel_style = {'size': 12, 'color':'#262626'}         
                    
    #cbar = fig.colorbar(cont, orientation='horizontal', pad=0.05, extend='both')
    #cbar.set_label('%s' % cb_label, fontsize=10, color='#262626') 
                    #cbar.set_label(time_cube.units, fontsize=10, color='#262626')
    #cbar.set_ticks(np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #ticks = (np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #cbar.set_ticklabels(['${%.1f}$' % i for i in ticks])
                    
    #cbar.ax.tick_params(labelsize=10, color='#262626')
                        #LAT, LON = np.meshgrid(lat,lon)
    
 
    
plt.show()


    

In [ ]:

    

np.load.__doc__


    

In [451]:

    

all_stations_plot_date = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/Daily_Mean/THE_BIG_ONE_Aug_Sep_2011_Daily_Mean.npy')

import datetime

import matplotlib.pyplot as plt

time_min = datetime.datetime(2011, 8, 18, 0, 0)
time_max = datetime.datetime(2011, 9, 8, 0, 0)

cb_label='hPa'
    
min_contour = 990.
max_contour = 1015.

divisor=10  # for lat/lon rounding

lon_high = 101.866 
lon_low = 64.115
lat_high = 33.
lat_low =-6.79

import math

lon_low_tick=lon_low -(lon_low%divisor)
lon_high_tick=math.ceil(lon_high/divisor)*divisor

lat_low_tick=lat_low - (lat_low%divisor)
lat_high_tick=math.ceil(lat_high/divisor)*divisor

tick_interval=5

d = time_min
delta = datetime.timedelta(days=1)

figprops = dict(figsize=(8,8), dpi=100)

from mpl_toolkits.basemap import Basemap

import cartopy.crs as ccrs
import cartopy.io.img_tiles as cimgt
import matplotlib.ticker as mticker
from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER

while d <= time_max:
    
       #station_data_datetimes_hour = [st.hour for st in station_data_datetimes]
    days = [st.day for st in all_stations_plot_date[4]]
    month = [st.month for st in all_stations_plot_date[4]]
    
    
    
    plot_data_idx = np.where((np.array(days)==d.day) & (np.array(month)==d.month))
    
    plot_data = all_stations_plot_date[:, plot_data_idx[0]]
    
    #print plot_data[1]
    
    lat = [convert(a) for a in plot_data[1]]
    lon = [convert(a) for a in plot_data[2]]
    
    fig = plt.figure(**figprops)
         
    cmap=plt.cm.RdBu_r
                    
    #ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min+degs_crop_bottom,lat_max-degs_crop_top))
    ax = plt.axes(projection=ccrs.PlateCarree(), extent=(lon_min,lon_max,lat_min,lat_max))
    
    m =\
        Basemap(llcrnrlon=lon_min,llcrnrlat=lat_max,urcrnrlon=lon_max,urcrnrlat=lat_max, rsphere = 6371229)
                    #pdb.set_trace()
    
                    
                               
    #clevs = np.linspace(min_contour, max_contour, 32)
    clevs = np.linspace(min_contour, max_contour, (max_contour-min_contour+1)/1)
    
    yi = np.linspace(-10.,40.,100)
    xi = np.linspace(60.,110.,100)
    
                    
    #lons, lats = np.meshgrid(lon, lat)                 
    x,y = m(lon,lat)
    xi,yi=m(xi,yi)
    
    zi = ml.griddata(lon, lat,plot_data[-1],xi, yi, interp='linear')
    zi_nan_mask = np.ma.masked_array(zi, np.isnan(zi))
    #plt.contour(xi, yi, zi)
    #cont = plt.contourf(xi,yi,zi, clevs, cmap=cmap, extend='both')
                    
                
    cs_lin = plt.contour(xi, yi, zi_nan_mask, clevs,colors='#262626',linewidths=1.)
    plt.clabel(cs_lin, fontsize=14, fmt='%d', color='black')
                    
                    #del time_cube
                     
                    #plt.clabel(cont, fmt='%d')
                    #ax.stock_img()
    ax.coastlines(resolution='110m', color='#262626') 
                     
    gl = ax.gridlines(draw_labels=True,linewidth=0.5, color='#262626', alpha=0.5, linestyle='--')
    gl.xlabels_top = False
    gl.ylabels_right = False
                    #gl.xlines = False
    dx, dy = 10, 10

    gl.xlocator = mticker.FixedLocator(range(int(lon_low_tick),int(lon_high_tick)+dx,dx))
    gl.ylocator = mticker.FixedLocator(range(int(lat_low_tick),int(lat_high_tick)+dy,dy))
    gl.xformatter = LONGITUDE_FORMATTER
    gl.yformatter = LATITUDE_FORMATTER
                    
    gl.xlabel_style = {'size': 12, 'color':'#262626'}
                    #gl.xlabel_style = {'color': '#262626', 'weight': 'bold'}
    gl.ylabel_style = {'size': 12, 'color':'#262626'}         
                    
    #cbar = fig.colorbar(cont, orientation='horizontal', pad=0.05, extend='both')
    #cbar.set_label('%s' % cb_label, fontsize=10, color='#262626') 
                    #cbar.set_label(time_cube.units, fontsize=10, color='#262626')
    #cbar.set_ticks(np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #ticks = (np.arange(min_contour, max_contour+tick_interval,tick_interval))
    #cbar.set_ticklabels(['${%.1f}$' % i for i in ticks])
                    
    #cbar.ax.tick_params(labelsize=10, color='#262626')
                        #LAT, LON = np.meshgrid(lat,lon)
    
    
    plt.title(d.strftime('%d %b %Y'))
    plt.show()
    
    d+= delta


    

In [242]:

    

wmo_codes_load=np.loadtxt('/nfs/a90/eepdw/Data/Midas/WMO_Station_Code_Info_from_NOAA.txt', delimiter=';', dtype=object)

wmo_codes=[]

for l in wmo_codes_load:
    if len(l)==14:       
       wmo_codes.append(np.array(l, dtype={'names':wmo_codes_header, 'formats':wmo_codes_dtypes}) )
        
wmo_codes = np.array(wmo_codes)


    

In [ ]:

    

wmo_station_id = ['%s%s' % (a,b) for a,b in zip(list(wmo_codes['Block_Number']), list(wmo_codes['Station_Number']))]

def WMOStationInfo(station_id, info_file_id_list):
    '''
    Takes a 5 digit WMO weather station identifier a station_id list, 
    in the same order as the full station information and 
    returns its index
    '''

    station_idx = list(info_file_id_list).index(station_id)
    return station_idx


    

In [66]:

    

# Make list of stations in domain

plot_list=[]

        
for s in station_ids_wmo:
    try:
        station_idx = WMOStationInfo(s, wmo_station_id)
        lat = convert(wmo_codes['Station_Latitude'][station_idx])
        lon = convert(wmo_codes['Station_Longitude'][station_idx])
        
        if ((lat_min<lat<lat_max) & (lon_min<lon<lon_max)):
            name = wmo_codes['Place_Name'][station_idx]
            plot_list.append([name, lat, lon, s])
    except Exception, e:
        print e
        
np.save('/nfs/a90/eepdw/Data/Midas/station_plot_list', plot_list)


    

    




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In [19]:

    

%matplotlib inline


    

In [25]:

    

import matplotlib.pyplot as plt
from mpl_toolkits.basemap import Basemap

fig = plt.figure(figsize=(16,16))
ax = fig.add_axes([0.1,0.1,0.8,0.8])
# create polar stereographic Basemap instance.
#m = Basemap(projection='ste',lon_0=lon_mid,lat_0=lat_mid,lat_ts=lat_mid,\

m = Basemap(projection='cyl',\
            llcrnrlat=-10.,urcrnrlat=40.,\
            llcrnrlon=60.,urcrnrlon=100.,\
            rsphere=6371200.,resolution='l',area_thresh=10000)
# draw coastlines, state and country boundaries, edge of map.
m.drawcoastlines()
# draw parallels.
parallels = np.arange(0.,90,10.)
m.drawparallels(parallels,labels=[1,0,0,0],fontsize=10)
# draw meridians
meridians = np.arange(0.,360.,10.)
m.drawmeridians(meridians,labels=[0,0,0,1],fontsize=10)


x, y = m([p[2] for p in plot_list],[p[1] for p in plot_list])
m.scatter(x,y,3,marker='o',color='red')
   
for i,j,s in zip(x, y, [p[0] for p in plot_list]):
 
 plt.text(i, j, '$%s$' % s, fontsize=14)

plt.title('MIDAS station locations')
#plt.savefig('/nfs/a90/eepdw/Figures/Observation_Plots/sounding_station_map_igra_guan_favourites.png',  format='png', bbox_inches='tight')

#m.plot(x, y_line)
plt.show()


    

In [ ]:

    

import matplotlib.pyplot as plt
from mpl_toolkits.basemap import Basemap

fig = plt.figure(figsize=(16,16))
ax = fig.add_axes([0.1,0.1,0.8,0.8])
# create polar stereographic Basemap instance.
#m = Basemap(projection='ste',lon_0=lon_mid,lat_0=lat_mid,lat_ts=lat_mid,\

m = Basemap(projection='cyl',\
            llcrnrlat=-10.,urcrnrlat=40.,\
            llcrnrlon=60.,urcrnrlon=100.,\
            rsphere=6371200.,resolution='l',area_thresh=10000)
# draw coastlines, state and country boundaries, edge of map.
m.drawcoastlines()
# draw parallels.
parallels = np.arange(0.,90,10.)
m.drawparallels(parallels,labels=[1,0,0,0],fontsize=10)
# draw meridians
meridians = np.arange(0.,360.,10.)
m.drawmeridians(meridians,labels=[0,0,0,1],fontsize=10)


    

In [183]:

    

import matplotlib.pyplot as plt
from mpl_toolkits.basemap import Basemap

fig = plt.figure(figsize=(16,16))
ax = fig.add_axes([0.1,0.1,0.8,0.8])
# create polar stereographic Basemap instance.
#m = Basemap(projection='ste',lon_0=lon_mid,lat_0=lat_mid,lat_ts=lat_mid,\

m = Basemap(projection='cyl',\
            llcrnrlat=-10.,urcrnrlat=40.,\
            llcrnrlon=60.,urcrnrlon=100.,\
            rsphere=6371200.,resolution='l',area_thresh=10000)
# draw coastlines, state and country boundaries, edge of map.
m.drawcoastlines()
# draw parallels.
parallels = np.arange(0.,90,10.)
m.drawparallels(parallels,labels=[1,0,0,0],fontsize=10)
# draw meridians
meridians = np.arange(0.,360.,10.)
m.drawmeridians(meridians,labels=[0,0,0,1],fontsize=10)

plot_list_less_nan = []

for pl_idx, station_id  in enumerate(np.array(plot_list)[:,3]):
    
    station_data = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/%s_Aug_Sep_2011_All_Data.npy' % station_id)
    
    data = [h.strip(' ') for h in station_data['MSL_PRESSURE']]
          
    data = np.array([re.sub(r"^$", "nan", d) for d in data])
    
    if sum(~np.isnan(np.array(data, dtype=float)))>sum(np.isnan(np.array(data, dtype=float))):
        
        plot_list_less_nan.append(plot_list[pl_idx])



x, y = m([p[2] for p in plot_list_less_nan],[p[1] for p in plot_list_less_nan])
m.scatter(x,y,3,marker='o',color='red')
   
for i,j,s in zip(x, y, [p[0] for p in plot_list_less_nan]):
 
 plt.text(i, j, '$%s$' % s, fontsize=14)

plt.title('MIDAS station locations (ones with more data than not)')
#plt.savefig('/nfs/a90/eepdw/Figures/Observation_Plots/sounding_station_map_igra_guan_favourites.png',  format='png', bbox_inches='tight')

#m.plot(x, y_line)
plt.show()


    

In [163]:

    

# Time difference between plots

from dateutil.relativedelta import relativedelta
from calendar import timegm

import collections
import bisect
import numpy as np

def UnixEpochDailyGrid(date_min, date_max):

    delta = relativedelta(days=+1)

    d = date_min

    grid=[]
    while ((d <= date_max) and (d.timetuple() not in grid)): 
        grid.append(timegm(d.timetuple()))
        d += delta
    
    return grid

grid=UnixEpochDailyGrid(time_min, time_max)

for pl_idx, station_id  in enumerate(np.array(plot_list)[:,3]):
    
    station_data = np.load('/nfs/a90/eepdw/Data/Midas/EMBRACE_Period_Numpy_Station_Data/%s_Aug_Sep_2011_All_Data.npy' % station_id)
    
    #pdb.set_trace()
    
    station_data_datetimes = [datetime.datetime.strptime(d, ' %Y-%m-%d %H:%M') for d in station_data['OB_TIME']]
    
    station_data_datetimes_hour = [st.hour for st in station_data_datetimes]
    station_data_datetimes_day = [st.day for st in station_data_datetimes]
    station_data_datetimes_month = [st.month for st in station_data_datetimes]
    
    
    bins=collections.defaultdict(list)
    
    #helper = np.vectorize(lambda x: x.total_seconds())
    #dt_sec = helper(np.diff(date_file))
    
    helper = np.vectorize(lambda x: x.total_seconds())
    dt_sec = helper(np.diff(station_data_datetimes))
    
    data = [h.strip(' ') for h in station_data['MSL_PRESSURE']]
          
    data = [re.sub(r"^$", "nan", d) for d in data]

    for di, dates in enumerate(np.array(station_data_datetimes)[~np.isnan(np.array(data, dtype=float))]):
   #print idx

        idx=bisect.bisect(grid,timegm(dates.timetuple()))
        bins[idx].append(dt_sec[di-1])
        
    
    #print bins  
    time_soundings=[]
    mean_diff=[]
    

    for i in bins:
        if np.array(bins[i]).size != 0:
            mean_diff.append(np.nanmean
                            (np.dstack(np.array(bins[i]))))
            time_soundings.append(datetime.datetime.fromtimestamp(grid[i-1]))
   
    fig = plt.figure(**figprops)
    
    plt.plot_date(time_soundings, np.array(mean_diff)/3600)
    #plt.xlim(1960,2014)
    plt.yticks(np.arange(0,24,4))
    plt.ylim(0,24)
    plt.title('%s' % plot_list[pl_idx,0])
    plt.xlabel('Year')
    plt.ylabel('Hours between soundings')
    
    fig.autofmt_xdate()
    
    plt.show()


    

    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    













    




---------------------------------------------------------------------------
IndexError                                Traceback (most recent call last)
<ipython-input-163-0d78c16209db> in <module>()
     42 
     43     helper = np.vectorize(lambda x: x.total_seconds())
---> 44     dt_sec = helper(np.diff(station_data_datetimes))
     45 
     46     data = [h.strip(' ') for h in station_data['MSL_PRESSURE']]

/apps/canopy-1.4.1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/numpy/lib/function_base.py in __call__(self, *args, **kwargs)
   1571             vargs.extend([kwargs[_n] for _n in names])
   1572 
-> 1573         return self._vectorize_call(func=func, args=vargs)
   1574 
   1575     def _get_ufunc_and_otypes(self, func, args):

/apps/canopy-1.4.1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/numpy/lib/function_base.py in _vectorize_call(self, func, args)
   1631             _res = func()
   1632         else:
-> 1633             ufunc, otypes = self._get_ufunc_and_otypes(func=func, args=args)
   1634 
   1635             # Convert args to object arrays first

/apps/canopy-1.4.1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/numpy/lib/function_base.py in _get_ufunc_and_otypes(self, func, args)
   1594             # Assumes that ufunc first evaluates the 0th elements in the input
   1595             # arrays (the input values are not checked to ensure this)
-> 1596             inputs = [asarray(_a).flat[0] for _a in args]
   1597             outputs = func(*inputs)
   1598 

IndexError: index 0 is out of bounds for axis 0 with size 0