Examples

%matplotlib inline

from __future__ import print_function
import pandas as pd
try:
    import seaborn
except:
    pass
from climate_index import database, print_database, plot_climate_index

Print the climate index database

print_database()

AMO
     Atlantic multidecadal oscillation SST Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/amo.long.data
AMO_DETREND
     Atlantic multidecadal oscillation SST Index (detrended)
     http://www.esrl.noaa.gov/psd/data/correlation//amon.us.long.data
AMO_DETREND_SM
     Atlantic multidecadal oscillation SST Index (detrended, smoothed)
     http://www.esrl.noaa.gov/psd/data/correlation/amon.sm.long.data
AMO_SM
     Atlantic multidecadal oscillation SST Index (smoothed)
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/amo.sm.long.data
AO
     Arctic Oscillation Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/ao.long.data
AO20R
     Arctic Oscillation Index from the 20thC Reanalysis
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/ao20thc.long.data
AP
     Ponta Delgada, Azores SLP
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nao_azo.long.data
GLOBAL_T_CRU
     Global Average Temperature Anomaly (CRU)
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/taveglhc4.long.data
GLOBAL_T_SST
     Global Average Temperature & SST Anomalies (Station + SST)
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/GLBTSSST.long.data
GLOBAL_T_STATION
     Global Average Temperature Anomalies (Station Only)
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/GLBTS.long.data
GP
     Gibraltar SLP
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nao_gib.long.data
IP
     Iceland SLP
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nao_ice.long.data
MP
     Madras SLP
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/madrasslp.long.data
NAO
     North Atlantic Oscillation
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nao.long.data
NINO12
     Nino 1+2 SST Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nino12.long.anom.data
NINO3
     Nino 3 SST Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nino3.long.anom.data
NINO34
     Nino 3.4 SST Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nino34.long.anom.data
NINO4
     Nino 4 SST Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nino4.long.anom.data
NP
     North Pacific Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/np.long.data
NSLP
     Nagasaki SLP
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/nagasakipres.long.data
PDO
     Pacific Decadal Oscillation
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/pdo.long.data
RNAO
     Reconstructed monthly NAO index back to December 1658
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/rnao.long.data
SOI
     Southern Oscillation Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/soi.long.data
SUNSPOT
     Sunspot Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/sunspot.long.data
TP
     Trans Polar Index
     http://www.esrl.noaa.gov/psd/gcos_wgsp/Timeseries/Data/tpi.long.data

Show each climate index

print(database['amo']['long_name'])
print(database['amo_sm']['long_name'])
plot_climate_index('amo')
plot_climate_index('amo_sm')

Atlantic multidecadal oscillation SST Index
Atlantic multidecadal oscillation SST Index (smoothed)

print(database['amo_detrend']['long_name'])
print(database['amo_detrend_sm']['long_name'])
plot_climate_index('amo_detrend')
plot_climate_index('amo_detrend_sm')

Atlantic multidecadal oscillation SST Index (detrended)
Atlantic multidecadal oscillation SST Index (detrended, smoothed)

print(database['ao']['long_name'])
plot_climate_index('ao')

Arctic Oscillation Index

print(database['ao20r']['long_name'])
plot_climate_index('ao20r')

Arctic Oscillation Index from the 20thC Reanalysis

print(database['ap']['long_name'])
plot_climate_index('ap')

Ponta Delgada, Azores SLP

print(database['global_t_cru']['long_name'])
plot_climate_index('global_t_cru')

Global Average Temperature Anomaly (CRU)

print(database['global_t_sst']['long_name'])
plot_climate_index('global_t_sst')

Global Average Temperature & SST Anomalies (Station + SST)

print(database['global_t_station']['long_name'])
plot_climate_index('global_t_station')

Global Average Temperature Anomalies (Station Only)

print(database['gp']['long_name'])
plot_climate_index('gp')

Gibraltar SLP

print(database['ip']['long_name'])
plot_climate_index('ip')

Iceland SLP

print(database['mp']['long_name'])
plot_climate_index('mp')

Madras SLP

print(database['nao']['long_name'])
plot_climate_index('nao')

North Atlantic Oscillation

print(database['rnao']['long_name'])
plot_climate_index('rnao')

Reconstructed monthly NAO index back to December 1658

print(database['nino12']['long_name'])
plot_climate_index('nino12')

Nino 1+2 SST Index

print(database['nino3']['long_name'])
plot_climate_index('nino3')

Nino 3 SST Index

print(database['nino34']['long_name'])
plot_climate_index('nino34')

Nino 3.4 SST Index

print(database['nino4']['long_name'])
plot_climate_index('nino4')

Nino 4 SST Index

print(database['np']['long_name'])
plot_climate_index('np')

North Pacific Index

print(database['nslp']['long_name'])
plot_climate_index('nslp')

Nagasaki SLP

print(database['pdo']['long_name'])
plot_climate_index('pdo')

Pacific Decadal Oscillation

print(database['soi']['long_name'])
plot_climate_index('soi')

Southern Oscillation Index

print(database['sunspot']['long_name'])
plot_climate_index('sunspot')

Sunspot Index

print(database['tp']['long_name'])
plot_climate_index('tp')

Trans Polar Index