Access to online PMP output database
This notebook provides example usages of PMP APIs to access the PMP output online archive and load the information.
Kristin Chang, Jiwoo Lee (LLNL)
2025.02
[1]:
from pcmdi_metrics.utils import database_metrics, find_pmp_archive_json_urls, load_json_from_url
Find and load PMP output
Usage examples
[2]:
json_url_list = find_pmp_archive_json_urls("enso_metric", "cmip6", "historical")
json_url_list
[2]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/enso_metric/cmip6/historical/v20210620/ENSO_perf/cmip6_historical_ENSO_perf_v20210620_allModels_allRuns.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/enso_metric/cmip6/historical/v20210620/ENSO_proc/cmip6_historical_ENSO_proc_v20210620_allModels_allRuns.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/enso_metric/cmip6/historical/v20210620/ENSO_tel/cmip6_historical_ENSO_tel_v20210620_allModels_allRuns.json']
[3]:
json_url_list = find_pmp_archive_json_urls("enso_metric", "cmip6", "historical", search_keys=["ENSO_perf"])
json_url_list
[3]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/enso_metric/cmip6/historical/v20210620/ENSO_perf/cmip6_historical_ENSO_perf_v20210620_allModels_allRuns.json']
[4]:
json_url_list = find_pmp_archive_json_urls("mean_climate", "cmip6", "historical")
json_url_list
[4]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rlutcs.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/ts.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/tas.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/psl.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rsut.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/va-850.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/tauu.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/ta-850.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rsutcs.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rstcre.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/va-200.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rt.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rldscs.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rltcre.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rsds.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/prw.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rlut.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rsus.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/ua-850.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/ta-200.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/zg-500.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/ua-200.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rlds.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/tauv.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rsdt.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/sfcWind.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/pr.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rlus.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/rsdscs.cmip6.historical.regrid2.2p5x2p5.v20230823.json']
[5]:
json_url_list = find_pmp_archive_json_urls("mean_climate", "cmip6", "historical", search_keys=["tas", "pr"])
json_url_list
[5]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/tas.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/prw.cmip6.historical.regrid2.2p5x2p5.v20230823.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mean_climate/cmip6/historical/v20230823/pr.cmip6.historical.regrid2.2p5x2p5.v20230823.json']
[6]:
json_url_list = find_pmp_archive_json_urls("variability_modes", "cmip6", "historical")
json_url_list
[6]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/NAM/NOAA-CIRES_20CR/var_mode_NAM_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/NAO/NOAA-CIRES_20CR/var_mode_NAO_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/NPGO/HadISSTv1.1/var_mode_NPGO_EOF2_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/NPO/NOAA-CIRES_20CR/var_mode_NPO_EOF2_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/PDO/HadISSTv1.1/var_mode_PDO_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/PNA/NOAA-CIRES_20CR/var_mode_PNA_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/SAM/NOAA-CIRES_20CR/var_mode_SAM_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json']
[7]:
json_url_list = find_pmp_archive_json_urls("variability_modes", "cmip6", "historical", search_keys=["NAO", "PDO"])
json_url_list
[7]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/NAO/NOAA-CIRES_20CR/var_mode_NAO_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json',
'https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/variability_modes/cmip6/historical/v20220825/PDO/HadISSTv1.1/var_mode_PDO_EOF1_stat_cmip6_historical_mo_atm_allModels_allRuns_1900-2005.json']
[8]:
json_url_list = find_pmp_archive_json_urls("mjo", "cmip6", "historical")
json_url_list
[8]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/mjo/cmip6/historical/v20230924/mjo_stat_cmip6_historical_da_atm_allModels_allRuns_1985-2004.json']
[9]:
json_url_list = find_pmp_archive_json_urls("qbo-mjo", "cmip6", "historical")
json_url_list
[9]:
['https://raw.githubusercontent.com/PCMDI/pcmdi_metrics_results_archive/main/metrics_results/qbo-mjo/cmip6/historical/v20240422/QBO_MJO_cmip6_historical_v20240422.json']
Retrive Model Metrics from Data Base Access
Usage Example
[10]:
results_dict = database_metrics("cmip6", "ACCESS-CM2", "historical")
Found 3 JSON files for metric 'enso_metric' and collected info for model 'ACCESS-CM2'.
Found 29 JSON files for metric 'mean_climate' and collected info for model 'ACCESS-CM2'.
Found 1 JSON files for metric 'mjo' and collected info for model 'ACCESS-CM2'.
Found 7 JSON files for metric 'variability_modes' and collected info for model 'ACCESS-CM2'.
Found 1 JSON files for metric 'qbo-mjo' and collected info for model 'ACCESS-CM2'.
[11]:
metrics = list(results_dict.keys())
metrics
[11]:
['enso_metric', 'mean_climate', 'mjo', 'variability_modes', 'qbo-mjo']
[12]:
results_dict["enso_metric"].keys()
[12]:
dict_keys(['ENSO_perf', 'ENSO_proc', 'ENSO_tel'])
[13]:
results_dict["mean_climate"].keys()
[13]:
dict_keys(['rlutcs', 'ts', 'tas', 'psl', 'rsut', 'va', 'tauu', 'ta', 'rsutcs', 'rstcre', 'rt', 'rldscs', 'rltcre', 'rsds', 'prw', 'rlut', 'rsus', 'ua', 'zg', 'rlds', 'tauv', 'rsdt', 'sfcWind', 'pr', 'rlus', 'rsdscs'])
[14]:
import json
results_dict
with open('results_dict.json', 'w') as json_file:
json.dump(results_dict, json_file, indent=4)
[15]:
import pprint
pprint.pprint(results_dict)
{'enso_metric': {'ENSO_perf': {'REFERENCE': 'MC for ENSO Performance...',
'RESULTS': {'ACCESS-CM2': {'r1i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'BiasPrLatRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Meridional '
'root '
'mean '
'square '
'error '
'of '
'nino3_LatExt '
'pr, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'Meridional '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasPrLatRmse',
'units': 'mm/day'}},
'BiasPrLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'pr, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasPrLonRmse',
'units': 'mm/day'}},
'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'sst, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasSstLonRmse',
'units': 'C'}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'taux, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasTauxLonRmse',
'units': '1e-3 '
'N/m2'}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoDuration': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': None,
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'nino3.4 '
'SSTA '
'during '
'6 '
'years '
'(centered '
'on '
'ENSO), '
'the '
'duration '
'is '
'the '
'number '
'of '
'consecutive '
'months '
'during '
'which '
'the '
'regression '
'is '
'above '
'0.25, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'Duration '
'based '
'on '
'life '
'cyle '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT',
'time_frequency': 'monthly',
'units': 'months'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoDuration',
'units': '%'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstDiversity_2': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': None,
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Nino '
'(Nina) '
'events '
'= '
'nino3.4 '
'sstA '
'> '
'0.75 '
'(< '
'-0.75) '
'during '
'DEC, '
'zonal '
'SSTA '
'(meridional '
'averaged '
'[-5.0 '
'; '
'5.0]), '
'the '
'zonal '
'SSTA '
'maximum '
'(minimum) '
'is '
'located '
'for '
'each '
'event, '
'the '
'diversity '
'is '
'the '
'interquartile '
'range '
'(IQR '
'= '
'Q3 '
'- '
'Q1), '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'Diversity '
'(interquartile '
'range)',
'ref': 'Using '
'CDAT '
'regridding',
'time_frequency': 'monthly',
'units': 'long'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstDiversity',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'skewness',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstSkew',
'units': '%'}},
'EnsoSstTsRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'nino3.4 '
'SSTA '
'during '
'6 '
'years '
'(centered '
'on '
'ENSO), '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'life '
'cyle '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstTsRmse',
'units': 'C/C'}},
'SeasonalPrLatRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Meridional '
'root '
'mean '
'square '
'error '
'of '
'nino3_LatExt '
'climatological '
'pr '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'meridional '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalPrLatRmse',
'units': 'mm/day'}},
'SeasonalPrLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'pr '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalPrLonRmse',
'units': 'mm/day'}},
'SeasonalSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'sst '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalSstLonRmse',
'units': 'C'}},
'SeasonalTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'taux '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalTauxLonRmse',
'units': '1e-3 '
'N/m2'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'performance'},
'value': {'BiasPrLatRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 2.0869991859619423,
'value_error': None},
'ERA-Interim': {'value': 1.655447234881955,
'value_error': None},
'GPCPv2.3': {'value': 2.0647494381009803,
'value_error': None},
'TRMM-3B43v-7': {'value': 2.024030502343981,
'value_error': None}}},
'BiasPrLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 0.6446395021127977,
'value_error': None},
'ERA-Interim': {'value': 1.0210307836213295,
'value_error': None},
'GPCPv2.3': {'value': 0.4915585903492389,
'value_error': None},
'TRMM-3B43v-7': {'value': 0.5911642243012007,
'value_error': None}}},
'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.5086063943211802,
'value_error': None},
'ERA-20C': {'value': 0.49792070738173966,
'value_error': None},
'ERA-5': {'value': 0.4665249564478334,
'value_error': None},
'ERA-Interim': {'value': 0.5918436453916678,
'value_error': None},
'HadISST': {'value': 0.5144345310648003,
'value_error': None},
'Tropflux': {'value': 0.6144647650906735,
'value_error': None}}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 6.905344203497415,
'value_error': None},
'Tropflux': {'value': 6.641704430321212,
'value_error': None}}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r1i1p1f1': {'value': 0.8079451055122988,
'value_error': 0.06289844115817948},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 9.064452189383056,
'value_error': 17.643141600516042},
'ERA-20C': {'value': 2.2464903819711926,
'value_error': 16.888452929253955},
'ERA-5': {'value': 10.97916272391069,
'value_error': 21.005693033164114},
'ERA-Interim': {'value': 10.241696082796707,
'value_error': 21.17970844752598},
'HadISST': {'value': 5.082064483907947,
'value_error': 16.789285775029295},
'Tropflux': {'value': 11.490702097779455,
'value_error': 21.06326996420269}}},
'EnsoDuration': {'diagnostic': {'20CRv2': {'value': 13.0,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': 11.0,
'value_error': None},
'ERA-20C': {'value': 13.0,
'value_error': None},
'ERA-5': {'value': 13.0,
'value_error': None},
'ERA-Interim': {'value': 13.0,
'value_error': None},
'HadISST': {'value': 13.0,
'value_error': None},
'Tropflux': {'value': 13.0,
'value_error': None}},
'metric': {'20CRv2': {'value': 15.384615384615385,
'value_error': None},
'ERA-20C': {'value': 15.384615384615385,
'value_error': None},
'ERA-5': {'value': 15.384615384615385,
'value_error': None},
'ERA-Interim': {'value': 15.384615384615385,
'value_error': None},
'HadISST': {'value': 15.384615384615385,
'value_error': None},
'Tropflux': {'value': 15.384615384615385,
'value_error': None}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r1i1p1f1': {'value': 1.35689584352529,
'value_error': 0.21158996233933872},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 17.445859507674687,
'value_error': 26.75332883692444},
'ERA-20C': {'value': 14.936639481415629,
'value_error': 29.448836215769177},
'ERA-5': {'value': 33.10222452148056,
'value_error': 31.72150771348471},
'ERA-Interim': {'value': 33.90539445550813,
'value_error': 31.340661548193676},
'HadISST': {'value': 18.584300461667556,
'value_error': 26.057864916471747},
'Tropflux': {'value': 34.16126610657646,
'value_error': 31.489767742015175}}},
'EnsoSstDiversity_2': {'diagnostic': {'20CRv2': {'value': 48.0,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': 26.0,
'value_error': None},
'ERA-20C': {'value': 29.5,
'value_error': None},
'ERA-5': {'value': 31.25,
'value_error': None},
'ERA-Interim': {'value': 32.0,
'value_error': None},
'HadISST': {'value': 49.0,
'value_error': None},
'Tropflux': {'value': 33.25,
'value_error': None}},
'metric': {'20CRv2': {'value': 45.83333333333333,
'value_error': None},
'ERA-20C': {'value': 11.864406779661017,
'value_error': None},
'ERA-5': {'value': 16.8,
'value_error': None},
'ERA-Interim': {'value': 18.75,
'value_error': None},
'HadISST': {'value': 46.93877551020408,
'value_error': None},
'Tropflux': {'value': 21.804511278195488,
'value_error': None}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.0659544064205628,
'value_error': None},
'ERA-20C': {'value': 0.0848741234618347,
'value_error': None},
'ERA-5': {'value': 0.055882763305978356,
'value_error': None},
'ERA-Interim': {'value': 0.06132020021246395,
'value_error': None},
'HadISST': {'value': 0.07329593603923167,
'value_error': None},
'Tropflux': {'value': 0.06022298994696265,
'value_error': None}}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'value': 0.35464371256710725,
'value_error': 0.029761039242344564},
'ACCESS-CM2_r1i1p1f1': {'value': -0.28449736152546684,
'value_error': -0.0221480895564315},
'ERA-20C': {'value': 0.19142977450459012,
'value_error': 0.01816971010961296},
'ERA-5': {'value': 0.473403564017451,
'value_error': 0.07485167573682382},
'ERA-Interim': {'value': 0.40501535626049495,
'value_error': 0.06403855065638503},
'HadISST': {'value': 0.40320728014992363,
'value_error': 0.033032027448448076},
'Tropflux': {'value': 0.3838870736969205,
'value_error': 0.061471128380725305}},
'metric': {'20CRv2': {'value': 180.2206133773295,
'value_error': -12.977130611162165},
'ERA-20C': {'value': 248.6170906598676,
'value_error': -25.675934806835166},
'ERA-5': {'value': 160.09615962987965,
'value_error': -14.180516834976428},
'ERA-Interim': {'value': 170.2435987001159,
'value_error': -16.574944889175054},
'HadISST': {'value': 170.55858748871867,
'value_error': -11.273363299898966},
'Tropflux': {'value': 174.10964864893523,
'value_error': -17.636469539835424}}},
'EnsoSstTsRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.2318292365046637,
'value_error': None},
'ERA-20C': {'value': 0.24235173601215299,
'value_error': None},
'ERA-5': {'value': 0.2559001854380496,
'value_error': None},
'ERA-Interim': {'value': 0.24670281428369187,
'value_error': None},
'HadISST': {'value': 0.2332720516854003,
'value_error': None},
'Tropflux': {'value': 0.24054170002615,
'value_error': None}}},
'SeasonalPrLatRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 1.6282222675754856,
'value_error': None},
'ERA-Interim': {'value': 1.5246041142831264,
'value_error': None},
'GPCPv2.3': {'value': 1.785780507427625,
'value_error': None},
'TRMM-3B43v-7': {'value': 1.6174760488399123,
'value_error': None}}},
'SeasonalPrLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 0.6723574816699895,
'value_error': None},
'ERA-Interim': {'value': 0.7440359157207032,
'value_error': None},
'GPCPv2.3': {'value': 0.7937650237246925,
'value_error': None},
'TRMM-3B43v-7': {'value': 0.7481964037794036,
'value_error': None}}},
'SeasonalSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.2565624576088454,
'value_error': None},
'ERA-20C': {'value': 0.2678862834741029,
'value_error': None},
'ERA-5': {'value': 0.26387439522963646,
'value_error': None},
'ERA-Interim': {'value': 0.251552958410868,
'value_error': None},
'HadISST': {'value': 0.2602255481819392,
'value_error': None},
'Tropflux': {'value': 0.26020818794362344,
'value_error': None}}},
'SeasonalTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 2.6040552295763786,
'value_error': None},
'Tropflux': {'value': 2.296629224701738,
'value_error': None}}}}},
'r2i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'BiasPrLatRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Meridional '
'root '
'mean '
'square '
'error '
'of '
'nino3_LatExt '
'pr, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'Meridional '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasPrLatRmse',
'units': 'mm/day'}},
'BiasPrLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'pr, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasPrLonRmse',
'units': 'mm/day'}},
'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'sst, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasSstLonRmse',
'units': 'C'}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'taux, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasTauxLonRmse',
'units': '1e-3 '
'N/m2'}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoDuration': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': None,
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'nino3.4 '
'SSTA '
'during '
'6 '
'years '
'(centered '
'on '
'ENSO), '
'the '
'duration '
'is '
'the '
'number '
'of '
'consecutive '
'months '
'during '
'which '
'the '
'regression '
'is '
'above '
'0.25, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'Duration '
'based '
'on '
'life '
'cyle '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT',
'time_frequency': 'monthly',
'units': 'months'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoDuration',
'units': '%'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstDiversity_2': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': None,
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Nino '
'(Nina) '
'events '
'= '
'nino3.4 '
'sstA '
'> '
'0.75 '
'(< '
'-0.75) '
'during '
'DEC, '
'zonal '
'SSTA '
'(meridional '
'averaged '
'[-5.0 '
'; '
'5.0]), '
'the '
'zonal '
'SSTA '
'maximum '
'(minimum) '
'is '
'located '
'for '
'each '
'event, '
'the '
'diversity '
'is '
'the '
'interquartile '
'range '
'(IQR '
'= '
'Q3 '
'- '
'Q1), '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'Diversity '
'(interquartile '
'range)',
'ref': 'Using '
'CDAT '
'regridding',
'time_frequency': 'monthly',
'units': 'long'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstDiversity',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'skewness',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstSkew',
'units': '%'}},
'EnsoSstTsRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'nino3.4 '
'SSTA '
'during '
'6 '
'years '
'(centered '
'on '
'ENSO), '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'life '
'cyle '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstTsRmse',
'units': 'C/C'}},
'SeasonalPrLatRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Meridional '
'root '
'mean '
'square '
'error '
'of '
'nino3_LatExt '
'climatological '
'pr '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'meridional '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalPrLatRmse',
'units': 'mm/day'}},
'SeasonalPrLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'pr '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalPrLonRmse',
'units': 'mm/day'}},
'SeasonalSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'sst '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalSstLonRmse',
'units': 'C'}},
'SeasonalTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'taux '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalTauxLonRmse',
'units': '1e-3 '
'N/m2'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'performance'},
'value': {'BiasPrLatRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 2.1317682673563865,
'value_error': None},
'ERA-Interim': {'value': 1.6983805702110217,
'value_error': None},
'GPCPv2.3': {'value': 2.1047316705637242,
'value_error': None},
'TRMM-3B43v-7': {'value': 2.0627096326180876,
'value_error': None}}},
'BiasPrLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 0.7125321957768509,
'value_error': None},
'ERA-Interim': {'value': 1.0329996205334822,
'value_error': None},
'GPCPv2.3': {'value': 0.4465909760041622,
'value_error': None},
'TRMM-3B43v-7': {'value': 0.6309101170704136,
'value_error': None}}},
'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.5390012963087842,
'value_error': None},
'ERA-20C': {'value': 0.526127105192347,
'value_error': None},
'ERA-5': {'value': 0.4945591581204164,
'value_error': None},
'ERA-Interim': {'value': 0.6258387652235506,
'value_error': None},
'HadISST': {'value': 0.5446363993051538,
'value_error': None},
'Tropflux': {'value': 0.6491058945682061,
'value_error': None}}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 7.301982440374169,
'value_error': None},
'Tropflux': {'value': 7.046539147746591,
'value_error': None}}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r2i1p1f1': {'value': 0.8622105536310941,
'value_error': 0.0671230005646729},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 16.389741161998415,
'value_error': 18.828139168597463},
'ERA-20C': {'value': 4.319101721274182,
'value_error': 18.022762005435613},
'ERA-5': {'value': 5.000098560096893,
'value_error': 22.4165355987215},
'ERA-Interim': {'value': 4.213100140796893,
'value_error': 22.602238718566696},
'HadISST': {'value': 12.139877297628379,
'value_error': 17.916934311991206},
'Tropflux': {'value': 5.5459953589491215,
'value_error': 22.47797967115718}}},
'EnsoDuration': {'diagnostic': {'20CRv2': {'value': 13.0,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': 12.0,
'value_error': None},
'ERA-20C': {'value': 13.0,
'value_error': None},
'ERA-5': {'value': 13.0,
'value_error': None},
'ERA-Interim': {'value': 13.0,
'value_error': None},
'HadISST': {'value': 13.0,
'value_error': None},
'Tropflux': {'value': 13.0,
'value_error': None}},
'metric': {'20CRv2': {'value': 7.6923076923076925,
'value_error': None},
'ERA-20C': {'value': 7.6923076923076925,
'value_error': None},
'ERA-5': {'value': 7.6923076923076925,
'value_error': None},
'ERA-Interim': {'value': 7.6923076923076925,
'value_error': None},
'HadISST': {'value': 7.6923076923076925,
'value_error': None},
'Tropflux': {'value': 7.6923076923076925,
'value_error': None}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r2i1p1f1': {'value': 1.2814325356033485,
'value_error': 0.199822457443958},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 22.03708038430305,
'value_error': 25.265451413177164},
'ERA-20C': {'value': 19.667409789482697,
'value_error': 27.811049051855584},
'ERA-5': {'value': 36.82272190108237,
'value_error': 29.957326685328788},
'ERA-Interim': {'value': 37.58122380820546,
'value_error': 29.597661151977473},
'HadISST': {'value': 23.11220732589619,
'value_error': 24.608665485754038},
'Tropflux': {'value': 37.822865243089396,
'value_error': 29.738474854764302}}},
'EnsoSstDiversity_2': {'diagnostic': {'20CRv2': {'value': 48.0,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': 19.25,
'value_error': None},
'ERA-20C': {'value': 29.5,
'value_error': None},
'ERA-5': {'value': 31.25,
'value_error': None},
'ERA-Interim': {'value': 32.0,
'value_error': None},
'HadISST': {'value': 49.0,
'value_error': None},
'Tropflux': {'value': 33.25,
'value_error': None}},
'metric': {'20CRv2': {'value': 59.895833333333336,
'value_error': None},
'ERA-20C': {'value': 34.74576271186441,
'value_error': None},
'ERA-5': {'value': 38.4,
'value_error': None},
'ERA-Interim': {'value': 39.84375,
'value_error': None},
'HadISST': {'value': 60.71428571428571,
'value_error': None},
'Tropflux': {'value': 42.10526315789473,
'value_error': None}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.07871049480199414,
'value_error': None},
'ERA-20C': {'value': 0.09219488954801747,
'value_error': None},
'ERA-5': {'value': 0.06736418555616827,
'value_error': None},
'ERA-Interim': {'value': 0.0733895852726686,
'value_error': None},
'HadISST': {'value': 0.08581263382615822,
'value_error': None},
'Tropflux': {'value': 0.07200721549200347,
'value_error': None}}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'value': 0.35464371256710725,
'value_error': 0.029761039242344564},
'ACCESS-CM2_r2i1p1f1': {'value': -0.1849490598954878,
'value_error': -0.014398264785230352},
'ERA-20C': {'value': 0.19142977450459012,
'value_error': 0.01816971010961296},
'ERA-5': {'value': 0.473403564017451,
'value_error': 0.07485167573682382},
'ERA-Interim': {'value': 0.40501535626049495,
'value_error': 0.06403855065638503},
'HadISST': {'value': 0.40320728014992363,
'value_error': 0.033032027448448076},
'Tropflux': {'value': 0.3838870736969205,
'value_error': 0.061471128380725305}},
'metric': {'20CRv2': {'value': 152.15066652577153,
'value_error': -8.436310599880745},
'ERA-20C': {'value': 196.61457334634903,
'value_error': -16.69168381386522},
'ERA-5': {'value': 139.06794835382146,
'value_error': -9.21862066979577},
'ERA-Interim': {'value': 145.66470308758701,
'value_error': -10.775215835518514},
'HadISST': {'value': 145.86947433754634,
'value_error': -7.328707489577084},
'Tropflux': {'value': 148.17798581087555,
'value_error': -11.465303030502733}}},
'EnsoSstTsRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.2797562872982935,
'value_error': None},
'ERA-20C': {'value': 0.28621490061223265,
'value_error': None},
'ERA-5': {'value': 0.3067809124106395,
'value_error': None},
'ERA-Interim': {'value': 0.29678780868123145,
'value_error': None},
'HadISST': {'value': 0.28089708992098766,
'value_error': None},
'Tropflux': {'value': 0.2901233874495213,
'value_error': None}}},
'SeasonalPrLatRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 1.6949061843250506,
'value_error': None},
'ERA-Interim': {'value': 1.5868964769613116,
'value_error': None},
'GPCPv2.3': {'value': 1.8489843117138665,
'value_error': None},
'TRMM-3B43v-7': {'value': 1.6829210665961776,
'value_error': None}}},
'SeasonalPrLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 0.6463177560101,
'value_error': None},
'ERA-Interim': {'value': 0.6987627359070118,
'value_error': None},
'GPCPv2.3': {'value': 0.7726025086530327,
'value_error': None},
'TRMM-3B43v-7': {'value': 0.7248167331757345,
'value_error': None}}},
'SeasonalSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.24534552134167883,
'value_error': None},
'ERA-20C': {'value': 0.25425045334364965,
'value_error': None},
'ERA-5': {'value': 0.2500539293288333,
'value_error': None},
'ERA-Interim': {'value': 0.23835501354460759,
'value_error': None},
'HadISST': {'value': 0.2487025524141048,
'value_error': None},
'Tropflux': {'value': 0.24664559512297343,
'value_error': None}}},
'SeasonalTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 2.6791711124066717,
'value_error': None},
'Tropflux': {'value': 2.368528997220155,
'value_error': None}}}}},
'r3i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'BiasPrLatRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Meridional '
'root '
'mean '
'square '
'error '
'of '
'nino3_LatExt '
'pr, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'Meridional '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasPrLatRmse',
'units': 'mm/day'}},
'BiasPrLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'pr, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasPrLonRmse',
'units': 'mm/day'}},
'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'sst, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasSstLonRmse',
'units': 'C'}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'taux, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasTauxLonRmse',
'units': '1e-3 '
'N/m2'}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoDuration': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': None,
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'nino3.4 '
'SSTA '
'during '
'6 '
'years '
'(centered '
'on '
'ENSO), '
'the '
'duration '
'is '
'the '
'number '
'of '
'consecutive '
'months '
'during '
'which '
'the '
'regression '
'is '
'above '
'0.25, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'Duration '
'based '
'on '
'life '
'cyle '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT',
'time_frequency': 'monthly',
'units': 'months'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoDuration',
'units': '%'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstDiversity_2': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': None,
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Nino '
'(Nina) '
'events '
'= '
'nino3.4 '
'sstA '
'> '
'0.75 '
'(< '
'-0.75) '
'during '
'DEC, '
'zonal '
'SSTA '
'(meridional '
'averaged '
'[-5.0 '
'; '
'5.0]), '
'the '
'zonal '
'SSTA '
'maximum '
'(minimum) '
'is '
'located '
'for '
'each '
'event, '
'the '
'diversity '
'is '
'the '
'interquartile '
'range '
'(IQR '
'= '
'Q3 '
'- '
'Q1), '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'Diversity '
'(interquartile '
'range)',
'ref': 'Using '
'CDAT '
'regridding',
'time_frequency': 'monthly',
'units': 'long'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstDiversity',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'skewness',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstSkew',
'units': '%'}},
'EnsoSstTsRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'nino3.4 '
'SSTA '
'during '
'6 '
'years '
'(centered '
'on '
'ENSO), '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'ENSO '
'life '
'cyle '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstTsRmse',
'units': 'C/C'}},
'SeasonalPrLatRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Meridional '
'root '
'mean '
'square '
'error '
'of '
'nino3_LatExt '
'climatological '
'pr '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'meridional '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalPrLatRmse',
'units': 'mm/day'}},
'SeasonalPrLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'CMAP': {'name': 'CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'GPCPv2.3': {'name': 'GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'TRMM-3B43v-7': {'name': 'TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'pr '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'pr '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'mm/day'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalPrLonRmse',
'units': 'mm/day'}},
'SeasonalSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'sst '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalSstLonRmse',
'units': 'C'}},
'SeasonalTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'climatological '
'taux '
'STD, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'zonal '
'seasonality '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'SeasonalTauxLonRmse',
'units': '1e-3 '
'N/m2'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'performance'},
'value': {'BiasPrLatRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 2.1391933497959617,
'value_error': None},
'ERA-Interim': {'value': 1.6957165843482407,
'value_error': None},
'GPCPv2.3': {'value': 2.1116244884812527,
'value_error': None},
'TRMM-3B43v-7': {'value': 2.0762233164578854,
'value_error': None}}},
'BiasPrLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 0.7886584536749921,
'value_error': None},
'ERA-Interim': {'value': 1.0690338968390953,
'value_error': None},
'GPCPv2.3': {'value': 0.46371850845036583,
'value_error': None},
'TRMM-3B43v-7': {'value': 0.6852066568283688,
'value_error': None}}},
'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.541184671035061,
'value_error': None},
'ERA-20C': {'value': 0.5312798674415361,
'value_error': None},
'ERA-5': {'value': 0.5002622936625699,
'value_error': None},
'ERA-Interim': {'value': 0.6127163520938992,
'value_error': None},
'HadISST': {'value': 0.5481567062502946,
'value_error': None},
'Tropflux': {'value': 0.6312817570271734,
'value_error': None}}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 7.318457710429736,
'value_error': None},
'Tropflux': {'value': 7.017214896301271,
'value_error': None}}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r3i1p1f1': {'value': 0.9173210955753004,
'value_error': 0.07141335043624629},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 23.829109289853704,
'value_error': 20.031591096914156},
'ERA-20C': {'value': 10.986941968393225,
'value_error': 19.174736053152937},
'ERA-5': {'value': 1.072079553416787,
'value_error': 23.849349683580996},
'ERA-Interim': {'value': 1.9093811257160185,
'value_error': 24.046922525424254},
'HadISST': {'value': 19.307603771634533,
'value_error': 19.062144093701967},
'Tropflux': {'value': 0.49129027000419734,
'value_error': 23.914721121689627}}},
'EnsoDuration': {'diagnostic': {'20CRv2': {'value': 13.0,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': 12.0,
'value_error': None},
'ERA-20C': {'value': 13.0,
'value_error': None},
'ERA-5': {'value': 13.0,
'value_error': None},
'ERA-Interim': {'value': 13.0,
'value_error': None},
'HadISST': {'value': 13.0,
'value_error': None},
'Tropflux': {'value': 13.0,
'value_error': None}},
'metric': {'20CRv2': {'value': 7.6923076923076925,
'value_error': None},
'ERA-20C': {'value': 7.6923076923076925,
'value_error': None},
'ERA-5': {'value': 7.6923076923076925,
'value_error': None},
'ERA-Interim': {'value': 7.6923076923076925,
'value_error': None},
'HadISST': {'value': 7.6923076923076925,
'value_error': None},
'Tropflux': {'value': 7.6923076923076925,
'value_error': None}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r3i1p1f1': {'value': 1.4749615632589719,
'value_error': 0.2300007499552203},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 10.262689140744296,
'value_error': 29.081179599733908},
'ERA-20C': {'value': 7.535137788772898,
'value_error': 32.011227470576856},
'ERA-5': {'value': 27.281340001756966,
'value_error': 34.48164782084904},
'ERA-Interim': {'value': 28.154395061295016,
'value_error': 34.067663609754824},
'HadISST': {'value': 11.500187698346789,
'value_error': 28.325202229624146},
'Tropflux': {'value': 28.43253052191585,
'value_error': 34.229743776615074}}},
'EnsoSstDiversity_2': {'diagnostic': {'20CRv2': {'value': 48.0,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': 21.0,
'value_error': None},
'ERA-20C': {'value': 29.5,
'value_error': None},
'ERA-5': {'value': 31.25,
'value_error': None},
'ERA-Interim': {'value': 32.0,
'value_error': None},
'HadISST': {'value': 49.0,
'value_error': None},
'Tropflux': {'value': 33.25,
'value_error': None}},
'metric': {'20CRv2': {'value': 56.25,
'value_error': None},
'ERA-20C': {'value': 28.8135593220339,
'value_error': None},
'ERA-5': {'value': 32.800000000000004,
'value_error': None},
'ERA-Interim': {'value': 34.375,
'value_error': None},
'HadISST': {'value': 57.14285714285714,
'value_error': None},
'Tropflux': {'value': 36.84210526315789,
'value_error': None}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.08284732594316847,
'value_error': None},
'ERA-20C': {'value': 0.09274124177770596,
'value_error': None},
'ERA-5': {'value': 0.07010114542502865,
'value_error': None},
'ERA-Interim': {'value': 0.07418859433347023,
'value_error': None},
'HadISST': {'value': 0.08911231601705723,
'value_error': None},
'Tropflux': {'value': 0.0727567841871812,
'value_error': None}}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'value': 0.35464371256710725,
'value_error': 0.029761039242344564},
'ACCESS-CM2_r3i1p1f1': {'value': -0.4111261945242061,
'value_error': -0.03200613083542394},
'ERA-20C': {'value': 0.19142977450459012,
'value_error': 0.01816971010961296},
'ERA-5': {'value': 0.473403564017451,
'value_error': 0.07485167573682382},
'ERA-Interim': {'value': 0.40501535626049495,
'value_error': 0.06403855065638503},
'HadISST': {'value': 0.40320728014992363,
'value_error': 0.033032027448448076},
'Tropflux': {'value': 0.3838870736969205,
'value_error': 0.061471128380725305}},
'metric': {'20CRv2': {'value': 215.9265425991194,
'value_error': -18.75320844946782},
'ERA-20C': {'value': 314.7660653041976,
'value_error': -37.1042083180825},
'ERA-5': {'value': 186.84476116640536,
'value_error': -20.49221789435972},
'ERA-Interim': {'value': 201.50879174560998,
'value_error': -23.95239794209827},
'HadISST': {'value': 201.96398100037726,
'value_error': -16.291099953000533},
'Tropflux': {'value': 207.09560771738592,
'value_error': -25.486403697651006}}},
'EnsoSstTsRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.2850961542484494,
'value_error': None},
'ERA-20C': {'value': 0.2962886807572088,
'value_error': None},
'ERA-5': {'value': 0.30550059079433967,
'value_error': None},
'ERA-Interim': {'value': 0.29679926912887367,
'value_error': None},
'HadISST': {'value': 0.2861012193838602,
'value_error': None},
'Tropflux': {'value': 0.29049484136611026,
'value_error': None}}},
'SeasonalPrLatRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 1.6707433394293603,
'value_error': None},
'ERA-Interim': {'value': 1.5631116920622932,
'value_error': None},
'GPCPv2.3': {'value': 1.8260054219807613,
'value_error': None},
'TRMM-3B43v-7': {'value': 1.6603674467839862,
'value_error': None}}},
'SeasonalPrLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'CMAP': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'GPCPv2.3': {'value': None,
'value_error': None},
'TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'CMAP': {'value': 0.6668792147581909,
'value_error': None},
'ERA-Interim': {'value': 0.7112262216015944,
'value_error': None},
'GPCPv2.3': {'value': 0.7937140775821184,
'value_error': None},
'TRMM-3B43v-7': {'value': 0.7454132278374197,
'value_error': None}}},
'SeasonalSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.2554585558369024,
'value_error': None},
'ERA-20C': {'value': 0.2670068037258789,
'value_error': None},
'ERA-5': {'value': 0.2631029492278568,
'value_error': None},
'ERA-Interim': {'value': 0.2506751949918031,
'value_error': None},
'HadISST': {'value': 0.2591660014479898,
'value_error': None},
'Tropflux': {'value': 0.2593749232159955,
'value_error': None}}},
'SeasonalTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 2.587471160907709,
'value_error': None},
'Tropflux': {'value': 2.2934249066850017,
'value_error': None}}}}}}},
'provenance': {'commandLine': '/home/lee1043/.conda/envs/pmp_nightly_20210620/bin/enso_driver.py '
'-p '
'../param/my_Param_ENSO_PCMDIobs.py '
'--mip cmip6 '
'--metricsCollection '
'ENSO_perf '
'--case_id '
'v20210620 '
'--modnames '
'UKESM1-0-LL '
'--realization '
'r9i1p1f2',
'conda': {'Platform': 'linux-64',
'PythonVersion': '3.7.3.final.0',
'Version': '4.8.3',
'buildVersion': '3.18.8'},
'date': '2021-06-22 07:31:40',
'history': 'import EnsoMetrics\n'
'from '
'...script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'...script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'script.PMPdriver_libfrom '
'PMPdriver_lib import '
'AddParserArgument\n'
' import '
'AddParserArgument\n'
'from PMPdriver_lib '
'import '
'AddParserArgument\n',
'openGL': {'GLX': {'client': {},
'server': {}}},
'osAccess': False,
'packages': {'PMP': 'v2.0-15-g182be71',
'PMPObs': 'See '
"'References' "
'key '
'below, '
'for '
'detailed '
'obs '
'provenance '
'information.',
'blas': '0.3.10',
'cdat_info': '8.2.2020.08.27.15.53.ga42e5c8',
'cdms': '3.1.5.2020.11.03.21.54.gf997653',
'cdp': '1.7.0',
'cdtime': '3.1.4.2020.10.12.15.52.g2b715b5',
'cdutil': '8.2.2020.09.28.17.09.g484910c',
'clapack': None,
'esmf': '8.0.1',
'esmpy': '8.0.1',
'genutil': '8.2.2020.10.07.17.46.ge34ccd5',
'lapack': '3.8.0',
'matplotlib': '3.4.2',
'mesalib': None,
'numpy': '1.20.3',
'python': '3.8.10',
'scipy': '1.5.2',
'uvcdat': None,
'vcs': '8.2.2020.08.06.20.48.g4abe712',
'vtk': '8.2.0.8.2.2020.07.20.18.56.g3aa9eaf'},
'platform': {'Name': 'gates.llnl.gov',
'OS': 'Linux',
'Version': '3.10.0-1160.31.1.el7.x86_64'},
'userId': 'lee1043'}},
'ENSO_proc': {'REFERENCE': 'MC for ENSO Process...',
'RESULTS': {'ACCESS-CM2': {'r1i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'sst, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasSstLonRmse',
'units': 'C'}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'taux, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasTauxLonRmse',
'units': '1e-3 '
'N/m2'}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoFbSshSst': {'diagnostic': {'20CRv2_AVISO': {'keyerror': None,
'name': '20CRv2_AVISO',
'nyears': 20,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_AVISO': {'keyerror': None,
'name': 'ERA-20C_AVISO',
'nyears': 18,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_AVISO': {'keyerror': None,
'name': 'ERA-5_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_AVISO': {'keyerror': None,
'name': 'ERA-Interim_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_AVISO': {'keyerror': None,
'name': 'HadISST_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_AVISO': {'keyerror': None,
'name': 'Tropflux_AVISO',
'nyears': 25,
'time_period': ['1993-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'sstA '
'over '
'nino3 '
'sshA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sshA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sshA>0',
'name': 'Sst-Ssh '
'feedback',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C/cm'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"AVISO's "
'zos',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSshSst',
'units': '%'}},
'EnsoFbSstTaux': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': None,
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_Tropflux': {'keyerror': None,
'name': '20CRv2_Tropflux',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': None,
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_Tropflux': {'keyerror': None,
'name': 'ERA-20C_Tropflux',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': None,
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_Tropflux': {'keyerror': None,
'name': 'ERA-5_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_Tropflux': {'keyerror': None,
'name': 'ERA-Interim_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': None,
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_Tropflux': {'keyerror': None,
'name': 'HadISST_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2017-7-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': None,
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_Tropflux': {'keyerror': None,
'name': 'Tropflux_Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino4 '
'tauxA '
'over '
'nino3 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sstA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sstA>0',
'name': 'Taux-Sst '
'feedback '
'(mu)',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSstTaux',
'units': '%'}},
'EnsoFbSstThf': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': '',
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': '',
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': '',
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': '',
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': '',
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': '',
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': '',
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'thfA '
'over '
'nino3 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sstA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sstA>0',
'name': 'Thf-Sst '
'feedback '
'(alpha)',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'W/m2/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'hfls '
'& '
'hfss '
'& '
'rlds '
'& '
'rlus '
'& '
'rsds '
'& '
'rsus',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSstThf',
'units': '%'}},
'EnsoFbTauxSsh': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim_AVISO': {'keyerror': None,
'name': 'ERA-Interim_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux_AVISO': {'keyerror': None,
'name': 'Tropflux_AVISO',
'nyears': 25,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'sshA '
'over '
'nino4 '
'tauxA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'tauxA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'tauxA>0',
'name': 'Ssh-Taux '
'feedback',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': '1e3 '
'cm/N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"AVISO's "
'zos',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbTauxSsh',
'units': '%'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'skewness',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstSkew',
'units': '%'}},
'EnsodSstOce_2': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': None,
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': None,
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': None,
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': None,
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': None,
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Nino '
'(Nina) '
'events '
'= '
'nino3.4 '
'sstA '
'> '
'0.75 '
'(< '
'-0.75) '
'during '
'DEC, '
'dSSToce '
'= '
'dSST '
'- '
'dSSTthf '
'during '
'ENSO '
'events '
'(relative '
'difference '
'between '
'nino3 '
'SST '
'change '
'and '
'heat '
'flux-driven '
'nino3 '
'SST '
'change '
'in '
', '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'SST '
'change '
'caused '
'by '
'an '
'anomalous '
'ocean '
'circulation '
'(dSSToce)',
'ref': 'Using '
'CDAT',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'hfls '
'& '
'hfss '
'& '
'rlds '
'& '
'rlus '
'& '
'rsds '
'& '
'rsus',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsodSstOce',
'units': '%'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'processes'},
'value': {'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.5086063943211802,
'value_error': None},
'ERA-20C': {'value': 0.49792070738173966,
'value_error': None},
'ERA-5': {'value': 0.4665249564478334,
'value_error': None},
'ERA-Interim': {'value': 0.5918436453916678,
'value_error': None},
'HadISST': {'value': 0.5144345310648003,
'value_error': None},
'Tropflux': {'value': 0.6144647650906735,
'value_error': None}}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 6.905344203497415,
'value_error': None},
'Tropflux': {'value': 6.641704430321212,
'value_error': None}}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r1i1p1f1': {'value': 0.8079451055122988,
'value_error': 0.06289844115817948},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 9.064452189383056,
'value_error': 17.643141600516042},
'ERA-20C': {'value': 2.2464903819711926,
'value_error': 16.888452929253955},
'ERA-5': {'value': 10.97916272391069,
'value_error': 21.005693033164114},
'ERA-Interim': {'value': 10.241696082796707,
'value_error': 21.17970844752598},
'HadISST': {'value': 5.082064483907947,
'value_error': 16.789285775029295},
'Tropflux': {'value': 11.490702097779455,
'value_error': 21.06326996420269}}},
'EnsoFbSshSst': {'diagnostic': {'20CRv2_AVISO': {'nonlinearity': -0.04152801980348014,
'nonlinearity_error': 0.017513672368536456,
'value': 0.11810260256238658,
'value_error': 0.003759915555702643},
'ACCESS-CM2_r1i1p1f1': {'nonlinearity': 0.020266541355327627,
'nonlinearity_error': 0.015409717129024262,
'value': 0.17052884006803973,
'value_error': 0.0034249704919345645},
'ERA-20C_AVISO': {'nonlinearity': -0.032011742613362676,
'nonlinearity_error': 0.0183450811389117,
'value': 0.12657346976318096,
'value_error': 0.003913658970403057},
'ERA-5_AVISO': {'nonlinearity': -0.02566396021245236,
'nonlinearity_error': 0.015885984596935174,
'value': 0.12628612766653574,
'value_error': 0.0034955457677469676},
'ERA-Interim_AVISO': {'nonlinearity': -0.01795688795240266,
'nonlinearity_error': 0.015596453142222452,
'value': 0.12602582769944173,
'value_error': 0.0034298901844770405},
'HadISST_AVISO': {'nonlinearity': -0.027397296086239156,
'nonlinearity_error': 0.01524011202550052,
'value': 0.12238689206984654,
'value_error': 0.0033466415532667315},
'Tropflux_AVISO': {'nonlinearity': -0.015122526459173655,
'nonlinearity_error': 0.01524840165408661,
'value': 0.1278402683633683,
'value_error': 0.0033530380648741243}},
'metric': {'20CRv2_AVISO': {'value': 44.390416780154766,
'value_error': 7.496810435416509},
'ERA-20C_AVISO': {'value': 34.72715916463323,
'value_error': 6.871686506203786},
'ERA-5_AVISO': {'value': 35.03370735883903,
'value_error': 6.449746844764999},
'ERA-Interim_AVISO': {'value': 35.31261264534836,
'value_error': 6.40031068127834},
'HadISST_AVISO': {'value': 39.335869376206105,
'value_error': 6.608585656761562},
'Tropflux_AVISO': {'value': 33.39211678071191,
'value_error': 6.177755291224182}}},
'EnsoFbSstTaux': {'diagnostic': {'20CRv2_ERA-Interim': {'nonlinearity': 4.934033160844237,
'nonlinearity_error': 2.902746466279199,
'value': 14.279399855092704,
'value_error': 0.6474408536852889},
'20CRv2_Tropflux': {'nonlinearity': 4.246457468336489,
'nonlinearity_error': 3.158751303915279,
'value': 14.953358496715085,
'value_error': 0.7041991995478306},
'ACCESS-CM2_r1i1p1f1': {'nonlinearity': -4.770721287236016,
'nonlinearity_error': 0.9952607262798567,
'value': 5.646927141929493,
'value_error': 0.22028816687777947},
'ERA-20C_ERA-Interim': {'nonlinearity': 4.935065161864337,
'nonlinearity_error': 2.7819513240604192,
'value': 13.745001697775006,
'value_error': 0.6142727838878883},
'ERA-20C_Tropflux': {'nonlinearity': 4.42190934284047,
'nonlinearity_error': 2.9683595503356464,
'value': 14.35072947741424,
'value_error': 0.6543595156569981},
'ERA-5_ERA-Interim': {'nonlinearity': 3.1738377820903914,
'nonlinearity_error': 2.4631712135067945,
'value': 13.283692727594216,
'value_error': 0.5482165088552355},
'ERA-5_Tropflux': {'nonlinearity': 2.619020521914347,
'nonlinearity_error': 2.7583727584713595,
'value': 14.195776796140159,
'value_error': 0.6128603267022297},
'ERA-Interim_ERA-Interim': {'nonlinearity': 2.8547933106941965,
'nonlinearity_error': 2.4777477618225165,
'value': 13.423273078794779,
'value_error': 0.5526753704697444},
'ERA-Interim_Tropflux': {'nonlinearity': 2.4475732791951845,
'nonlinearity_error': 2.7697102686012887,
'value': 14.360849877943336,
'value_error': 0.6188884044938651},
'HadISST_ERA-Interim': {'nonlinearity': 3.801963983723919,
'nonlinearity_error': 2.501025104389977,
'value': 13.751193218218148,
'value_error': 0.5563520982567903},
'HadISST_Tropflux': {'nonlinearity': 3.2962744768928225,
'nonlinearity_error': 2.792416048517307,
'value': 14.736359645293911,
'value_error': 0.6225707941895763},
'Tropflux_ERA-Interim': {'nonlinearity': 3.28318688399591,
'nonlinearity_error': 2.49301234198086,
'value': 13.500147572549228,
'value_error': 0.5581279487605476},
'Tropflux_Tropflux': {'nonlinearity': 2.3821759870445565,
'nonlinearity_error': 2.751049544418355,
'value': 14.293782294300136,
'value_error': 0.6147433238666429}},
'metric': {'20CRv2_ERA-Interim': {'value': 60.45403028674532,
'value_error': 3.335748950384084},
'20CRv2_Tropflux': {'value': 62.236395635335064,
'value_error': 3.2515716562334216},
'ERA-20C_ERA-Interim': {'value': 58.91650458767425,
'value_error': 3.4387256419330754},
'ERA-20C_Tropflux': {'value': 60.650591659351846,
'value_error': 3.3292716266548},
'ERA-5_ERA-Interim': {'value': 57.48977895130673,
'value_error': 3.412727363648315},
'ERA-5_Tropflux': {'value': 60.22107685248408,
'value_error': 3.2691230068118386},
'ERA-Interim_ERA-Interim': {'value': 57.9318165637996,
'value_error': 3.373161321205467},
'ERA-Interim_Tropflux': {'value': 60.67832203578324,
'value_error': 3.228537838577674},
'HadISST_ERA-Interim': {'value': 58.93500256800836,
'value_error': 3.2633832905877154},
'HadISST_Tropflux': {'value': 61.68031129904696,
'value_error': 3.1137632916065034},
'Tropflux_ERA-Interim': {'value': 58.171367301111765,
'value_error': 3.361040715416324},
'Tropflux_Tropflux': {'value': 60.493821539584445,
'value_error': 3.2402183826649833}}},
'EnsoFbSstThf': {'diagnostic': {'20CRv2_ERA-Interim': {'nonlinearity': 7.290671056417352,
'nonlinearity_error': 2.7213675471816154,
'value': -20.113546892594773,
'value_error': 0.6239588205021478},
'ACCESS-CM2_r1i1p1f1': {'nonlinearity': 15.943666541058981,
'nonlinearity_error': 0.9977832452212813,
'value': -11.596634903187125,
'value_error': 0.2446127191038785},
'ERA-20C_ERA-Interim': {'nonlinearity': 8.087922977609816,
'nonlinearity_error': 2.8639453483138015,
'value': -18.936262328678282,
'value_error': 0.6479348809996519},
'ERA-5_ERA-Interim': {'nonlinearity': 5.529894486857337,
'nonlinearity_error': 2.3481393074511283,
'value': -18.28980905577124,
'value_error': 0.5373483889642887},
'ERA-Interim_ERA-Interim': {'nonlinearity': 5.07833225316738,
'nonlinearity_error': 2.1935774857773334,
'value': -18.913017373316936,
'value_error': 0.5089173190939691},
'HadISST_ERA-Interim': {'nonlinearity': 5.687118446440536,
'nonlinearity_error': 2.2961441447418176,
'value': -19.11377276412325,
'value_error': 0.525893438083763},
'Tropflux_ERA-Interim': {'nonlinearity': 5.034100130047683,
'nonlinearity_error': 2.218257664682187,
'value': -18.815094627609692,
'value_error': 0.5133781975037957}},
'metric': {'20CRv2_ERA-Interim': {'value': 42.344157571449166,
'value_error': -3.0047481764350055},
'ERA-20C_ERA-Interim': {'value': 38.75964167635953,
'value_error': -3.3872067824098844},
'ERA-5_ERA-Interim': {'value': 36.595101305730275,
'value_error': -3.200240740497412},
'ERA-Interim_ERA-Interim': {'value': 38.68437450098252,
'value_error': -2.9432562006976597},
'HadISST_ERA-Interim': {'value': 39.32838353632555,
'value_error': -2.9490816691287924},
'Tropflux_ERA-Interim': {'value': 38.365258678157474,
'value_error': -2.9818188759721127}}},
'EnsoFbTauxSsh': {'diagnostic': {'ACCESS-CM2_r1i1p1f1': {'nonlinearity': -0.09326113121420865,
'nonlinearity_error': 0.0275223166557046,
'value': 0.27626377628399973,
'value_error': 0.006085553509778141},
'ERA-Interim_AVISO': {'nonlinearity': -0.15648680083918742,
'nonlinearity_error': 0.05449477245662225,
'value': 0.336153745357779,
'value_error': 0.0122472536568305},
'Tropflux_AVISO': {'nonlinearity': -0.15327955460805903,
'nonlinearity_error': 0.05100216480941061,
'value': 0.3010796248015885,
'value_error': 0.011538549705726963}},
'metric': {'ERA-Interim_AVISO': {'value': 17.816243281786576,
'value_error': 4.804589234185211},
'Tropflux_AVISO': {'value': 8.242287578889613,
'value_error': 5.537758583734624}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r1i1p1f1': {'value': 1.35689584352529,
'value_error': 0.21158996233933872},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 17.445859507674687,
'value_error': 26.75332883692444},
'ERA-20C': {'value': 14.936639481415629,
'value_error': 29.448836215769177},
'ERA-5': {'value': 33.10222452148056,
'value_error': 31.72150771348471},
'ERA-Interim': {'value': 33.90539445550813,
'value_error': 31.340661548193676},
'HadISST': {'value': 18.584300461667556,
'value_error': 26.057864916471747},
'Tropflux': {'value': 34.16126610657646,
'value_error': 31.489767742015175}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.0659544064205628,
'value_error': None},
'ERA-20C': {'value': 0.0848741234618347,
'value_error': None},
'ERA-5': {'value': 0.055882763305978356,
'value_error': None},
'ERA-Interim': {'value': 0.06132020021246395,
'value_error': None},
'HadISST': {'value': 0.07329593603923167,
'value_error': None},
'Tropflux': {'value': 0.06022298994696265,
'value_error': None}}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'value': 0.35464371256710725,
'value_error': 0.029761039242344564},
'ACCESS-CM2_r1i1p1f1': {'value': -0.28449736152546684,
'value_error': -0.0221480895564315},
'ERA-20C': {'value': 0.19142977450459012,
'value_error': 0.01816971010961296},
'ERA-5': {'value': 0.473403564017451,
'value_error': 0.07485167573682382},
'ERA-Interim': {'value': 0.40501535626049495,
'value_error': 0.06403855065638503},
'HadISST': {'value': 0.40320728014992363,
'value_error': 0.033032027448448076},
'Tropflux': {'value': 0.3838870736969205,
'value_error': 0.061471128380725305}},
'metric': {'20CRv2': {'value': 180.2206133773295,
'value_error': -12.977130611162165},
'ERA-20C': {'value': 248.6170906598676,
'value_error': -25.675934806835166},
'ERA-5': {'value': 160.09615962987965,
'value_error': -14.180516834976428},
'ERA-Interim': {'value': 170.2435987001159,
'value_error': -16.574944889175054},
'HadISST': {'value': 170.55858748871867,
'value_error': -11.273363299898966},
'Tropflux': {'value': 174.10964864893523,
'value_error': -17.636469539835424}}},
'EnsodSstOce_2': {'diagnostic': {'20CRv2_ERA-Interim': {'value': 2.363055944556165,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': 1.621685462712441,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 2.44408374051583,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 2.4614131442372607,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 1.8011858193585126,
'value_error': None},
'HadISST_ERA-Interim': {'value': 2.3814159901043817,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 1.6738291099743765,
'value_error': None}},
'metric': {'20CRv2_ERA-Interim': {'value': 31.373378338825997,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 33.64853111087837,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 34.11567389614446,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 9.965676762323174,
'value_error': None},
'HadISST_ERA-Interim': {'value': 31.90247023404929,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 3.115231235447546,
'value_error': None}}}}},
'r2i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'sst, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasSstLonRmse',
'units': 'C'}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'taux, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasTauxLonRmse',
'units': '1e-3 '
'N/m2'}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoFbSshSst': {'diagnostic': {'20CRv2_AVISO': {'keyerror': None,
'name': '20CRv2_AVISO',
'nyears': 20,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_AVISO': {'keyerror': None,
'name': 'ERA-20C_AVISO',
'nyears': 18,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_AVISO': {'keyerror': None,
'name': 'ERA-5_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_AVISO': {'keyerror': None,
'name': 'ERA-Interim_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_AVISO': {'keyerror': None,
'name': 'HadISST_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_AVISO': {'keyerror': None,
'name': 'Tropflux_AVISO',
'nyears': 25,
'time_period': ['1993-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'sstA '
'over '
'nino3 '
'sshA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sshA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sshA>0',
'name': 'Sst-Ssh '
'feedback',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C/cm'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"AVISO's "
'zos',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSshSst',
'units': '%'}},
'EnsoFbSstTaux': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': None,
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_Tropflux': {'keyerror': None,
'name': '20CRv2_Tropflux',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': None,
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_Tropflux': {'keyerror': None,
'name': 'ERA-20C_Tropflux',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': None,
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_Tropflux': {'keyerror': None,
'name': 'ERA-5_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_Tropflux': {'keyerror': None,
'name': 'ERA-Interim_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': None,
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_Tropflux': {'keyerror': None,
'name': 'HadISST_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2017-7-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': None,
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_Tropflux': {'keyerror': None,
'name': 'Tropflux_Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino4 '
'tauxA '
'over '
'nino3 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sstA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sstA>0',
'name': 'Taux-Sst '
'feedback '
'(mu)',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSstTaux',
'units': '%'}},
'EnsoFbSstThf': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': '',
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': '',
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': '',
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': '',
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': '',
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': '',
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': '',
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'thfA '
'over '
'nino3 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sstA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sstA>0',
'name': 'Thf-Sst '
'feedback '
'(alpha)',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'W/m2/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'hfls '
'& '
'hfss '
'& '
'rlds '
'& '
'rlus '
'& '
'rsds '
'& '
'rsus',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSstThf',
'units': '%'}},
'EnsoFbTauxSsh': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim_AVISO': {'keyerror': None,
'name': 'ERA-Interim_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux_AVISO': {'keyerror': None,
'name': 'Tropflux_AVISO',
'nyears': 25,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'sshA '
'over '
'nino4 '
'tauxA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'tauxA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'tauxA>0',
'name': 'Ssh-Taux '
'feedback',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': '1e3 '
'cm/N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"AVISO's "
'zos',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbTauxSsh',
'units': '%'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'skewness',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstSkew',
'units': '%'}},
'EnsodSstOce_2': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': None,
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': None,
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': None,
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': None,
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': None,
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Nino '
'(Nina) '
'events '
'= '
'nino3.4 '
'sstA '
'> '
'0.75 '
'(< '
'-0.75) '
'during '
'DEC, '
'dSSToce '
'= '
'dSST '
'- '
'dSSTthf '
'during '
'ENSO '
'events '
'(relative '
'difference '
'between '
'nino3 '
'SST '
'change '
'and '
'heat '
'flux-driven '
'nino3 '
'SST '
'change '
'in '
', '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'SST '
'change '
'caused '
'by '
'an '
'anomalous '
'ocean '
'circulation '
'(dSSToce)',
'ref': 'Using '
'CDAT',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'hfls '
'& '
'hfss '
'& '
'rlds '
'& '
'rlus '
'& '
'rsds '
'& '
'rsus',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsodSstOce',
'units': '%'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'processes'},
'value': {'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.5390012963087842,
'value_error': None},
'ERA-20C': {'value': 0.526127105192347,
'value_error': None},
'ERA-5': {'value': 0.4945591581204164,
'value_error': None},
'ERA-Interim': {'value': 0.6258387652235506,
'value_error': None},
'HadISST': {'value': 0.5446363993051538,
'value_error': None},
'Tropflux': {'value': 0.6491058945682061,
'value_error': None}}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 7.301982440374169,
'value_error': None},
'Tropflux': {'value': 7.046539147746591,
'value_error': None}}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r2i1p1f1': {'value': 0.8622105536310941,
'value_error': 0.0671230005646729},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 16.389741161998415,
'value_error': 18.828139168597463},
'ERA-20C': {'value': 4.319101721274182,
'value_error': 18.022762005435613},
'ERA-5': {'value': 5.000098560096893,
'value_error': 22.4165355987215},
'ERA-Interim': {'value': 4.213100140796893,
'value_error': 22.602238718566696},
'HadISST': {'value': 12.139877297628379,
'value_error': 17.916934311991206},
'Tropflux': {'value': 5.5459953589491215,
'value_error': 22.47797967115718}}},
'EnsoFbSshSst': {'diagnostic': {'20CRv2_AVISO': {'nonlinearity': -0.04152801980348014,
'nonlinearity_error': 0.017513672368536456,
'value': 0.11810260256238658,
'value_error': 0.003759915555702643},
'ACCESS-CM2_r2i1p1f1': {'nonlinearity': 0.03972377669451063,
'nonlinearity_error': 0.015497896313684197,
'value': 0.17736383623953692,
'value_error': 0.003272883265824272},
'ERA-20C_AVISO': {'nonlinearity': -0.032011742613362676,
'nonlinearity_error': 0.0183450811389117,
'value': 0.12657346976318096,
'value_error': 0.003913658970403057},
'ERA-5_AVISO': {'nonlinearity': -0.02566396021245236,
'nonlinearity_error': 0.015885984596935174,
'value': 0.12628612766653574,
'value_error': 0.0034955457677469676},
'ERA-Interim_AVISO': {'nonlinearity': -0.01795688795240266,
'nonlinearity_error': 0.015596453142222452,
'value': 0.12602582769944173,
'value_error': 0.0034298901844770405},
'HadISST_AVISO': {'nonlinearity': -0.027397296086239156,
'nonlinearity_error': 0.01524011202550052,
'value': 0.12238689206984654,
'value_error': 0.0033466415532667315},
'Tropflux_AVISO': {'nonlinearity': -0.015122526459173655,
'nonlinearity_error': 0.01524840165408661,
'value': 0.1278402683633683,
'value_error': 0.0033530380648741243}},
'metric': {'20CRv2_AVISO': {'value': 50.17775425045875,
'value_error': 7.552280657304354},
'ERA-20C_AVISO': {'value': 40.12718192160234,
'value_error': 6.9184982504283035},
'ERA-5_AVISO': {'value': 40.44601692742863,
'value_error': 6.479126581587619},
'ERA-Interim_AVISO': {'value': 40.73610106535535,
'value_error': 6.427235694573791},
'HadISST_AVISO': {'value': 44.920614650721646,
'value_error': 6.637031660497709},
'Tropflux_AVISO': {'value': 38.738629471118394,
'value_error': 6.199018841348387}}},
'EnsoFbSstTaux': {'diagnostic': {'20CRv2_ERA-Interim': {'nonlinearity': 4.934033160844237,
'nonlinearity_error': 2.902746466279199,
'value': 14.279399855092704,
'value_error': 0.6474408536852889},
'20CRv2_Tropflux': {'nonlinearity': 4.246457468336489,
'nonlinearity_error': 3.158751303915279,
'value': 14.953358496715085,
'value_error': 0.7041991995478306},
'ACCESS-CM2_r2i1p1f1': {'nonlinearity': -3.2458665385371583,
'nonlinearity_error': 1.0129505091547086,
'value': 6.443086075760712,
'value_error': 0.20610779643757524},
'ERA-20C_ERA-Interim': {'nonlinearity': 4.935065161864337,
'nonlinearity_error': 2.7819513240604192,
'value': 13.745001697775006,
'value_error': 0.6142727838878883},
'ERA-20C_Tropflux': {'nonlinearity': 4.42190934284047,
'nonlinearity_error': 2.9683595503356464,
'value': 14.35072947741424,
'value_error': 0.6543595156569981},
'ERA-5_ERA-Interim': {'nonlinearity': 3.1738377820903914,
'nonlinearity_error': 2.4631712135067945,
'value': 13.283692727594216,
'value_error': 0.5482165088552355},
'ERA-5_Tropflux': {'nonlinearity': 2.619020521914347,
'nonlinearity_error': 2.7583727584713595,
'value': 14.195776796140159,
'value_error': 0.6128603267022297},
'ERA-Interim_ERA-Interim': {'nonlinearity': 2.8547933106941965,
'nonlinearity_error': 2.4777477618225165,
'value': 13.423273078794779,
'value_error': 0.5526753704697444},
'ERA-Interim_Tropflux': {'nonlinearity': 2.4475732791951845,
'nonlinearity_error': 2.7697102686012887,
'value': 14.360849877943336,
'value_error': 0.6188884044938651},
'HadISST_ERA-Interim': {'nonlinearity': 3.801963983723919,
'nonlinearity_error': 2.501025104389977,
'value': 13.751193218218148,
'value_error': 0.5563520982567903},
'HadISST_Tropflux': {'nonlinearity': 3.2962744768928225,
'nonlinearity_error': 2.792416048517307,
'value': 14.736359645293911,
'value_error': 0.6225707941895763},
'Tropflux_ERA-Interim': {'nonlinearity': 3.28318688399591,
'nonlinearity_error': 2.49301234198086,
'value': 13.500147572549228,
'value_error': 0.5581279487605476},
'Tropflux_Tropflux': {'nonlinearity': 2.3821759870445565,
'nonlinearity_error': 2.751049544418355,
'value': 14.293782294300136,
'value_error': 0.6147433238666429}},
'metric': {'20CRv2_ERA-Interim': {'value': 54.87845328833757,
'value_error': 3.4892441469511204},
'20CRv2_Tropflux': {'value': 56.912113909553405,
'value_error': 3.4074776278554006},
'ERA-20C_ERA-Interim': {'value': 53.12415220142391,
'value_error': 3.594422049150519},
'ERA-20C_Tropflux': {'value': 55.102727802784514,
'value_error': 3.4834282822851432},
'ERA-5_ERA-Interim': {'value': 51.49627285207758,
'value_error': 3.5533284738819013},
'ERA-5_Tropflux': {'value': 54.61265580399524,
'value_error': 3.411358387167292},
'ERA-Interim_ERA-Interim': {'value': 52.000633243921094,
'value_error': 3.5117252827444516},
'ERA-Interim_Tropflux': {'value': 55.13436787848766,
'value_error': 3.368714215051548},
'HadISST_ERA-Interim': {'value': 53.14525820766851,
'value_error': 3.394506412095181},
'HadISST_Tropflux': {'value': 56.27762737306479,
'value_error': 3.245784783030599},
'Tropflux_ERA-Interim': {'value': 52.27395818352476,
'value_error': 3.499814888047564},
'Tropflux_Tropflux': {'value': 54.92385470058551,
'value_error': 3.3805635231679787}}},
'EnsoFbSstThf': {'diagnostic': {'20CRv2_ERA-Interim': {'nonlinearity': 7.290671056417352,
'nonlinearity_error': 2.7213675471816154,
'value': -20.113546892594773,
'value_error': 0.6239588205021478},
'ACCESS-CM2_r2i1p1f1': {'nonlinearity': 15.69381483913832,
'nonlinearity_error': 1.0360805723789395,
'value': -11.943621750883757,
'value_error': 0.23510384888231506},
'ERA-20C_ERA-Interim': {'nonlinearity': 8.087922977609816,
'nonlinearity_error': 2.8639453483138015,
'value': -18.936262328678282,
'value_error': 0.6479348809996519},
'ERA-5_ERA-Interim': {'nonlinearity': 5.529894486857337,
'nonlinearity_error': 2.3481393074511283,
'value': -18.28980905577124,
'value_error': 0.5373483889642887},
'ERA-Interim_ERA-Interim': {'nonlinearity': 5.07833225316738,
'nonlinearity_error': 2.1935774857773334,
'value': -18.913017373316936,
'value_error': 0.5089173190939691},
'HadISST_ERA-Interim': {'nonlinearity': 5.687118446440536,
'nonlinearity_error': 2.2961441447418176,
'value': -19.11377276412325,
'value_error': 0.525893438083763},
'Tropflux_ERA-Interim': {'nonlinearity': 5.034100130047683,
'nonlinearity_error': 2.218257664682187,
'value': -18.815094627609692,
'value_error': 0.5133781975037957}},
'metric': {'20CRv2_ERA-Interim': {'value': 40.61901754741699,
'value_error': -3.0109892095610937},
'ERA-20C_ERA-Interim': {'value': 36.92724813599791,
'value_error': -3.399689956980423},
'ERA-5_ERA-Interim': {'value': 34.69794181850674,
'value_error': -3.203988651243911},
'ERA-Interim_ERA-Interim': {'value': 36.849728865928164,
'value_error': -2.942346558215054},
'HadISST_ERA-Interim': {'value': 37.513007514131075,
'value_error': -2.949280861387553},
'Tropflux_ERA-Interim': {'value': 36.52106467029181,
'value_error': -2.9816000077371947}}},
'EnsoFbTauxSsh': {'diagnostic': {'ACCESS-CM2_r2i1p1f1': {'nonlinearity': -0.1199687607291412,
'nonlinearity_error': 0.027640414478480455,
'value': 0.28957590497870744,
'value_error': 0.005839595481571258},
'ERA-Interim_AVISO': {'nonlinearity': -0.15648680083918742,
'nonlinearity_error': 0.05449477245662225,
'value': 0.336153745357779,
'value_error': 0.0122472536568305},
'Tropflux_AVISO': {'nonlinearity': -0.15327955460805903,
'nonlinearity_error': 0.05100216480941061,
'value': 0.3010796248015885,
'value_error': 0.011538549705726963}},
'metric': {'ERA-Interim_AVISO': {'value': 13.856112276689725,
'value_error': 4.875702308018641},
'Tropflux_AVISO': {'value': 3.820823089726519,
'value_error': 5.625514389120123}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r2i1p1f1': {'value': 1.2814325356033485,
'value_error': 0.199822457443958},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 22.03708038430305,
'value_error': 25.265451413177164},
'ERA-20C': {'value': 19.667409789482697,
'value_error': 27.811049051855584},
'ERA-5': {'value': 36.82272190108237,
'value_error': 29.957326685328788},
'ERA-Interim': {'value': 37.58122380820546,
'value_error': 29.597661151977473},
'HadISST': {'value': 23.11220732589619,
'value_error': 24.608665485754038},
'Tropflux': {'value': 37.822865243089396,
'value_error': 29.738474854764302}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.07871049480199414,
'value_error': None},
'ERA-20C': {'value': 0.09219488954801747,
'value_error': None},
'ERA-5': {'value': 0.06736418555616827,
'value_error': None},
'ERA-Interim': {'value': 0.0733895852726686,
'value_error': None},
'HadISST': {'value': 0.08581263382615822,
'value_error': None},
'Tropflux': {'value': 0.07200721549200347,
'value_error': None}}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'value': 0.35464371256710725,
'value_error': 0.029761039242344564},
'ACCESS-CM2_r2i1p1f1': {'value': -0.1849490598954878,
'value_error': -0.014398264785230352},
'ERA-20C': {'value': 0.19142977450459012,
'value_error': 0.01816971010961296},
'ERA-5': {'value': 0.473403564017451,
'value_error': 0.07485167573682382},
'ERA-Interim': {'value': 0.40501535626049495,
'value_error': 0.06403855065638503},
'HadISST': {'value': 0.40320728014992363,
'value_error': 0.033032027448448076},
'Tropflux': {'value': 0.3838870736969205,
'value_error': 0.061471128380725305}},
'metric': {'20CRv2': {'value': 152.15066652577153,
'value_error': -8.436310599880745},
'ERA-20C': {'value': 196.61457334634903,
'value_error': -16.69168381386522},
'ERA-5': {'value': 139.06794835382146,
'value_error': -9.21862066979577},
'ERA-Interim': {'value': 145.66470308758701,
'value_error': -10.775215835518514},
'HadISST': {'value': 145.86947433754634,
'value_error': -7.328707489577084},
'Tropflux': {'value': 148.17798581087555,
'value_error': -11.465303030502733}}},
'EnsodSstOce_2': {'diagnostic': {'20CRv2_ERA-Interim': {'value': 2.363055944556165,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': 1.9242936137047122,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 2.44408374051583,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 2.4614131442372607,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 1.8011858193585126,
'value_error': None},
'HadISST_ERA-Interim': {'value': 2.3814159901043817,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 1.6738291099743765,
'value_error': None}},
'metric': {'20CRv2_ERA-Interim': {'value': 18.56758118072665,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 21.267279766012223,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 21.821591868478883,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 6.834819207606468,
'value_error': None},
'HadISST_ERA-Interim': {'value': 19.195402159856705,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 14.96356481302741,
'value_error': None}}}}},
'r3i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'sst, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'sst '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasSstLonRmse',
'units': 'C'}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Zonal '
'root '
'mean '
'square '
'error '
'of '
'equatorial_pacific '
'taux, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'taux '
'Zonal '
'RMSE',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'BiasTauxLonRmse',
'units': '1e-3 '
'N/m2'}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoFbSshSst': {'diagnostic': {'20CRv2_AVISO': {'keyerror': None,
'name': '20CRv2_AVISO',
'nyears': 20,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_AVISO': {'keyerror': None,
'name': 'ERA-20C_AVISO',
'nyears': 18,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_AVISO': {'keyerror': None,
'name': 'ERA-5_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_AVISO': {'keyerror': None,
'name': 'ERA-Interim_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_AVISO': {'keyerror': None,
'name': 'HadISST_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_AVISO': {'keyerror': None,
'name': 'Tropflux_AVISO',
'nyears': 25,
'time_period': ['1993-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'sstA '
'over '
'nino3 '
'sshA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sshA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sshA>0',
'name': 'Sst-Ssh '
'feedback',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C/cm'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"AVISO's "
'zos',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSshSst',
'units': '%'}},
'EnsoFbSstTaux': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': None,
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_Tropflux': {'keyerror': None,
'name': '20CRv2_Tropflux',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': None,
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_Tropflux': {'keyerror': None,
'name': 'ERA-20C_Tropflux',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': None,
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_Tropflux': {'keyerror': None,
'name': 'ERA-5_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_Tropflux': {'keyerror': None,
'name': 'ERA-Interim_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': None,
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_Tropflux': {'keyerror': None,
'name': 'HadISST_Tropflux',
'nyears': 39,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2017-7-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': None,
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_Tropflux': {'keyerror': None,
'name': 'Tropflux_Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino4 '
'tauxA '
'over '
'nino3 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sstA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sstA>0',
'name': 'Taux-Sst '
'feedback '
'(mu)',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': '1e-3 '
'N/m2/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSstTaux',
'units': '%'}},
'EnsoFbSstThf': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': '',
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': '',
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': '',
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': '',
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': '',
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': '',
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': '',
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'thfA '
'over '
'nino3 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'sstA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'sstA>0',
'name': 'Thf-Sst '
'feedback '
'(alpha)',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'W/m2/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'hfls '
'& '
'hfss '
'& '
'rlds '
'& '
'rlus '
'& '
'rsds '
'& '
'rsus',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbSstThf',
'units': '%'}},
'EnsoFbTauxSsh': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-Interim_AVISO': {'keyerror': None,
'name': 'ERA-Interim_AVISO',
'nyears': 26,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'Tropflux_AVISO': {'keyerror': None,
'name': 'Tropflux_AVISO',
'nyears': 25,
'time_period': ['1993-1-16 '
'12:0:0.0',
'2017-7-16 '
'12:0:0.0']},
'method': 'Regression '
'of '
'nino3 '
'sshA '
'over '
'nino4 '
'tauxA, '
'time '
'series '
'are '
'linearly '
'detrended',
'method_nonlinearity': 'The '
'nonlinearity '
'is '
'the '
'regression '
'computed '
'when '
'tauxA<0 '
'minus '
'the '
'regression '
'computed '
'when '
'tauxA>0',
'name': 'Ssh-Taux '
'feedback',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': '1e3 '
'cm/N/m2'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"ERA-Interim's "
'tauu; '
"Tropflux's "
'tauu; '
"AVISO's "
'zos',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoFbTauxSsh',
'units': '%'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'skewness',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSstSkew',
'units': '%'}},
'EnsodSstOce_2': {'diagnostic': {'20CRv2_ERA-Interim': {'keyerror': None,
'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'keyerror': None,
'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'keyerror': None,
'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST_ERA-Interim': {'keyerror': None,
'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'Tropflux_ERA-Interim': {'keyerror': None,
'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Nino '
'(Nina) '
'events '
'= '
'nino3.4 '
'sstA '
'> '
'0.75 '
'(< '
'-0.75) '
'during '
'DEC, '
'dSSToce '
'= '
'dSST '
'- '
'dSSTthf '
'during '
'ENSO '
'events '
'(relative '
'difference '
'between '
'nino3 '
'SST '
'change '
'and '
'heat '
'flux-driven '
'nino3 '
'SST '
'change '
'in '
', '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points',
'name': 'SST '
'change '
'caused '
'by '
'an '
'anomalous '
'ocean '
'circulation '
'(dSSToce)',
'ref': 'Using '
'CDAT',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"ERA-Interim's "
'hfls '
'& '
'hfss '
'& '
'rlds '
'& '
'rlus '
'& '
'rsds '
'& '
'rsus',
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsodSstOce',
'units': '%'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'processes'},
'value': {'BiasSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.541184671035061,
'value_error': None},
'ERA-20C': {'value': 0.5312798674415361,
'value_error': None},
'ERA-5': {'value': 0.5002622936625699,
'value_error': None},
'ERA-Interim': {'value': 0.6127163520938992,
'value_error': None},
'HadISST': {'value': 0.5481567062502946,
'value_error': None},
'Tropflux': {'value': 0.6312817570271734,
'value_error': None}}},
'BiasTauxLonRmse': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'ERA-Interim': {'value': 7.318457710429736,
'value_error': None},
'Tropflux': {'value': 7.017214896301271,
'value_error': None}}},
'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r3i1p1f1': {'value': 0.9173210955753004,
'value_error': 0.07141335043624629},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 23.829109289853704,
'value_error': 20.031591096914156},
'ERA-20C': {'value': 10.986941968393225,
'value_error': 19.174736053152937},
'ERA-5': {'value': 1.072079553416787,
'value_error': 23.849349683580996},
'ERA-Interim': {'value': 1.9093811257160185,
'value_error': 24.046922525424254},
'HadISST': {'value': 19.307603771634533,
'value_error': 19.062144093701967},
'Tropflux': {'value': 0.49129027000419734,
'value_error': 23.914721121689627}}},
'EnsoFbSshSst': {'diagnostic': {'20CRv2_AVISO': {'nonlinearity': -0.04152801980348014,
'nonlinearity_error': 0.017513672368536456,
'value': 0.11810260256238658,
'value_error': 0.003759915555702643},
'ACCESS-CM2_r3i1p1f1': {'nonlinearity': 0.041627092093874246,
'nonlinearity_error': 0.014558494264799928,
'value': 0.1663685576882898,
'value_error': 0.0032137028841764557},
'ERA-20C_AVISO': {'nonlinearity': -0.032011742613362676,
'nonlinearity_error': 0.0183450811389117,
'value': 0.12657346976318096,
'value_error': 0.003913658970403057},
'ERA-5_AVISO': {'nonlinearity': -0.02566396021245236,
'nonlinearity_error': 0.015885984596935174,
'value': 0.12628612766653574,
'value_error': 0.0034955457677469676},
'ERA-Interim_AVISO': {'nonlinearity': -0.01795688795240266,
'nonlinearity_error': 0.015596453142222452,
'value': 0.12602582769944173,
'value_error': 0.0034298901844770405},
'HadISST_AVISO': {'nonlinearity': -0.027397296086239156,
'nonlinearity_error': 0.01524011202550052,
'value': 0.12238689206984654,
'value_error': 0.0033466415532667315},
'Tropflux_AVISO': {'nonlinearity': -0.015122526459173655,
'nonlinearity_error': 0.01524840165408661,
'value': 0.1278402683633683,
'value_error': 0.0033530380648741243}},
'metric': {'20CRv2_AVISO': {'value': 40.8678166938846,
'value_error': 7.2057801033919375},
'ERA-20C_AVISO': {'value': 31.44030735632472,
'value_error': 6.603143833688139},
'ERA-5_AVISO': {'value': 31.739376891493198,
'value_error': 6.191268385557707},
'ERA-Interim_AVISO': {'value': 32.0114779051967,
'value_error': 6.142829409295891},
'HadISST_AVISO': {'value': 35.93658183046497,
'value_error': 6.343010175775079},
'Tropflux_AVISO': {'value': 30.13783514237483,
'value_error': 5.9271418390378106}}},
'EnsoFbSstTaux': {'diagnostic': {'20CRv2_ERA-Interim': {'nonlinearity': 4.934033160844237,
'nonlinearity_error': 2.902746466279199,
'value': 14.279399855092704,
'value_error': 0.6474408536852889},
'20CRv2_Tropflux': {'nonlinearity': 4.246457468336489,
'nonlinearity_error': 3.158751303915279,
'value': 14.953358496715085,
'value_error': 0.7041991995478306},
'ACCESS-CM2_r3i1p1f1': {'nonlinearity': -2.9954687827320576,
'nonlinearity_error': 0.9985754067182548,
'value': 6.288464480125982,
'value_error': 0.21429541399281996},
'ERA-20C_ERA-Interim': {'nonlinearity': 4.935065161864337,
'nonlinearity_error': 2.7819513240604192,
'value': 13.745001697775006,
'value_error': 0.6142727838878883},
'ERA-20C_Tropflux': {'nonlinearity': 4.42190934284047,
'nonlinearity_error': 2.9683595503356464,
'value': 14.35072947741424,
'value_error': 0.6543595156569981},
'ERA-5_ERA-Interim': {'nonlinearity': 3.1738377820903914,
'nonlinearity_error': 2.4631712135067945,
'value': 13.283692727594216,
'value_error': 0.5482165088552355},
'ERA-5_Tropflux': {'nonlinearity': 2.619020521914347,
'nonlinearity_error': 2.7583727584713595,
'value': 14.195776796140159,
'value_error': 0.6128603267022297},
'ERA-Interim_ERA-Interim': {'nonlinearity': 2.8547933106941965,
'nonlinearity_error': 2.4777477618225165,
'value': 13.423273078794779,
'value_error': 0.5526753704697444},
'ERA-Interim_Tropflux': {'nonlinearity': 2.4475732791951845,
'nonlinearity_error': 2.7697102686012887,
'value': 14.360849877943336,
'value_error': 0.6188884044938651},
'HadISST_ERA-Interim': {'nonlinearity': 3.801963983723919,
'nonlinearity_error': 2.501025104389977,
'value': 13.751193218218148,
'value_error': 0.5563520982567903},
'HadISST_Tropflux': {'nonlinearity': 3.2962744768928225,
'nonlinearity_error': 2.792416048517307,
'value': 14.736359645293911,
'value_error': 0.6225707941895763},
'Tropflux_ERA-Interim': {'nonlinearity': 3.28318688399591,
'nonlinearity_error': 2.49301234198086,
'value': 13.500147572549228,
'value_error': 0.5581279487605476},
'Tropflux_Tropflux': {'nonlinearity': 2.3821759870445565,
'nonlinearity_error': 2.751049544418355,
'value': 14.293782294300136,
'value_error': 0.6147433238666429}},
'metric': {'20CRv2_ERA-Interim': {'value': 55.96128307953209,
'value_error': 3.497486335860457},
'20CRv2_Tropflux': {'value': 57.94613978185959,
'value_error': 3.4135365720019357},
'ERA-20C_ERA-Interim': {'value': 54.249081823366105,
'value_error': 3.603716198964758},
'ERA-20C_Tropflux': {'value': 56.180175439701365,
'value_error': 3.491352871893271},
'ERA-5_ERA-Interim': {'value': 52.66026842774709,
'value_error': 3.5669271145921564},
'ERA-5_Tropflux': {'value': 55.701864220379825,
'value_error': 3.4220114941993294},
'ERA-Interim_ERA-Interim': {'value': 53.152525146343834,
'value_error': 3.525294214147598},
'ERA-Interim_Tropflux': {'value': 56.211056214824985,
'value_error': 3.379327224045229},
'HadISST_ERA-Interim': {'value': 54.269681326310184,
'value_error': 3.4085551270738783},
'HadISST_Tropflux': {'value': 57.32687969423834,
'value_error': 3.2570174014391116},
'Tropflux_ERA-Interim': {'value': 53.419290816400064,
'value_error': 3.5131124910200153},
'Tropflux_Tropflux': {'value': 56.00559494575762,
'value_error': 3.3913212889210196}}},
'EnsoFbSstThf': {'diagnostic': {'20CRv2_ERA-Interim': {'nonlinearity': 7.290671056417352,
'nonlinearity_error': 2.7213675471816154,
'value': -20.113546892594773,
'value_error': 0.6239588205021478},
'ACCESS-CM2_r3i1p1f1': {'nonlinearity': 15.404711788112055,
'nonlinearity_error': 0.9664169535745293,
'value': -12.249477229185853,
'value_error': 0.23254572742197527},
'ERA-20C_ERA-Interim': {'nonlinearity': 8.087922977609816,
'nonlinearity_error': 2.8639453483138015,
'value': -18.936262328678282,
'value_error': 0.6479348809996519},
'ERA-5_ERA-Interim': {'nonlinearity': 5.529894486857337,
'nonlinearity_error': 2.3481393074511283,
'value': -18.28980905577124,
'value_error': 0.5373483889642887},
'ERA-Interim_ERA-Interim': {'nonlinearity': 5.07833225316738,
'nonlinearity_error': 2.1935774857773334,
'value': -18.913017373316936,
'value_error': 0.5089173190939691},
'HadISST_ERA-Interim': {'nonlinearity': 5.687118446440536,
'nonlinearity_error': 2.2961441447418176,
'value': -19.11377276412325,
'value_error': 0.525893438083763},
'Tropflux_ERA-Interim': {'nonlinearity': 5.034100130047683,
'nonlinearity_error': 2.218257664682187,
'value': -18.815094627609692,
'value_error': 0.5133781975037957}},
'metric': {'20CRv2_ERA-Interim': {'value': 39.098373376921614,
'value_error': -3.045443957930062},
'ERA-20C_ERA-Interim': {'value': 35.31206414143057,
'value_error': -3.441446977957104},
'ERA-5_ERA-Interim': {'value': 33.025669148139066,
'value_error': -3.2391328606414542},
'ERA-Interim_ERA-Interim': {'value': 35.23255973704233,
'value_error': -2.9723361267944366},
'HadISST_ERA-Interim': {'value': 35.91282380327211,
'value_error': -2.9799244174485873},
'Tropflux_ERA-Interim': {'value': 34.895479020282494,
'value_error': -3.012358720159858}}},
'EnsoFbTauxSsh': {'diagnostic': {'ACCESS-CM2_r3i1p1f1': {'nonlinearity': -0.048001401473511174,
'nonlinearity_error': 0.026617486490050676,
'value': 0.30795851487819453,
'value_error': 0.0057146442583586405},
'ERA-Interim_AVISO': {'nonlinearity': -0.15648680083918742,
'nonlinearity_error': 0.05449477245662225,
'value': 0.336153745357779,
'value_error': 0.0122472536568305},
'Tropflux_AVISO': {'nonlinearity': -0.15327955460805903,
'nonlinearity_error': 0.05100216480941061,
'value': 0.3010796248015885,
'value_error': 0.011538549705726963}},
'metric': {'ERA-Interim_AVISO': {'value': 8.387599682869924,
'value_error': 5.0377684438067085},
'Tropflux_AVISO': {'value': 2.2847411481727518,
'value_error': 5.818002453224224}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r3i1p1f1': {'value': 1.4749615632589719,
'value_error': 0.2300007499552203},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 10.262689140744296,
'value_error': 29.081179599733908},
'ERA-20C': {'value': 7.535137788772898,
'value_error': 32.011227470576856},
'ERA-5': {'value': 27.281340001756966,
'value_error': 34.48164782084904},
'ERA-Interim': {'value': 28.154395061295016,
'value_error': 34.067663609754824},
'HadISST': {'value': 11.500187698346789,
'value_error': 28.325202229624146},
'Tropflux': {'value': 28.43253052191585,
'value_error': 34.229743776615074}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.08284732594316847,
'value_error': None},
'ERA-20C': {'value': 0.09274124177770596,
'value_error': None},
'ERA-5': {'value': 0.07010114542502865,
'value_error': None},
'ERA-Interim': {'value': 0.07418859433347023,
'value_error': None},
'HadISST': {'value': 0.08911231601705723,
'value_error': None},
'Tropflux': {'value': 0.0727567841871812,
'value_error': None}}},
'EnsoSstSkew': {'diagnostic': {'20CRv2': {'value': 0.35464371256710725,
'value_error': 0.029761039242344564},
'ACCESS-CM2_r3i1p1f1': {'value': -0.4111261945242061,
'value_error': -0.03200613083542394},
'ERA-20C': {'value': 0.19142977450459012,
'value_error': 0.01816971010961296},
'ERA-5': {'value': 0.473403564017451,
'value_error': 0.07485167573682382},
'ERA-Interim': {'value': 0.40501535626049495,
'value_error': 0.06403855065638503},
'HadISST': {'value': 0.40320728014992363,
'value_error': 0.033032027448448076},
'Tropflux': {'value': 0.3838870736969205,
'value_error': 0.061471128380725305}},
'metric': {'20CRv2': {'value': 215.9265425991194,
'value_error': -18.75320844946782},
'ERA-20C': {'value': 314.7660653041976,
'value_error': -37.1042083180825},
'ERA-5': {'value': 186.84476116640536,
'value_error': -20.49221789435972},
'ERA-Interim': {'value': 201.50879174560998,
'value_error': -23.95239794209827},
'HadISST': {'value': 201.96398100037726,
'value_error': -16.291099953000533},
'Tropflux': {'value': 207.09560771738592,
'value_error': -25.486403697651006}}},
'EnsodSstOce_2': {'diagnostic': {'20CRv2_ERA-Interim': {'value': 2.363055944556165,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': 2.570044986402793,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 2.44408374051583,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 2.4614131442372607,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 1.8011858193585126,
'value_error': None},
'HadISST_ERA-Interim': {'value': 2.3814159901043817,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 1.6738291099743765,
'value_error': None}},
'metric': {'20CRv2_ERA-Interim': {'value': 8.759379663586646,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 5.153720545613489,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 4.41339327450431,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 42.6862769393836,
'value_error': None},
'HadISST_ERA-Interim': {'value': 7.920875524571555,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 53.54285399195477,
'value_error': None}}}}}}},
'provenance': {'commandLine': '/home/lee1043/.conda/envs/pmp_nightly_20210620/bin/enso_driver.py '
'-p '
'../param/my_Param_ENSO_PCMDIobs.py '
'--mip cmip6 '
'--metricsCollection '
'ENSO_proc '
'--case_id '
'v20210620 '
'--modnames '
'UKESM1-0-LL '
'--realization '
'r9i1p1f2',
'conda': {'Platform': 'linux-64',
'PythonVersion': '3.7.3.final.0',
'Version': '4.8.3',
'buildVersion': '3.18.8'},
'date': '2021-06-22 06:52:45',
'history': 'import EnsoMetrics\n'
'from '
'...script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'...script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'script.PMPdriver_libfrom '
'PMPdriver_lib import '
'AddParserArgument\n'
' import '
'AddParserArgument\n'
'from PMPdriver_lib '
'import '
'AddParserArgument\n',
'openGL': {'GLX': {'client': {},
'server': {}}},
'osAccess': False,
'packages': {'PMP': 'v2.0-15-g182be71',
'PMPObs': 'See '
"'References' "
'key '
'below, '
'for '
'detailed '
'obs '
'provenance '
'information.',
'blas': '0.3.10',
'cdat_info': '8.2.2020.08.27.15.53.ga42e5c8',
'cdms': '3.1.5.2020.11.03.21.54.gf997653',
'cdp': '1.7.0',
'cdtime': '3.1.4.2020.10.12.15.52.g2b715b5',
'cdutil': '8.2.2020.09.28.17.09.g484910c',
'clapack': None,
'esmf': '8.0.1',
'esmpy': '8.0.1',
'genutil': '8.2.2020.10.07.17.46.ge34ccd5',
'lapack': '3.8.0',
'matplotlib': '3.4.2',
'mesalib': None,
'numpy': '1.20.3',
'python': '3.8.10',
'scipy': '1.5.2',
'uvcdat': None,
'vcs': '8.2.2020.08.06.20.48.g4abe712',
'vtk': '8.2.0.8.2.2020.07.20.18.56.g3aa9eaf'},
'platform': {'Name': 'gates.llnl.gov',
'OS': 'Linux',
'Version': '3.10.0-1160.31.1.el7.x86_64'},
'userId': 'lee1043'}},
'ENSO_tel': {'REFERENCE': 'MC for ENSO Teleconnection...',
'RESULTS': {'ACCESS-CM2': {'r1i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoPrMapJjaCorr': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': ''}},
'EnsoPrMapJjaRmse': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': 'mm/day/C'}},
'EnsoPrMapJjaStd': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': 'mm/day/C '
'/ '
'mm/day/C'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstMapDjfCorr': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': ''}},
'EnsoSstMapDjfRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': 'C/C'}},
'EnsoSstMapDjfStd': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': 'C/C '
'/ '
'C/C'}},
'EnsoSstMapJjaCorr': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': ''}},
'EnsoSstMapJjaRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': 'C/C'}},
'EnsoSstMapJjaStd': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r1i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r1i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r1i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': 'C/C '
'/ '
'C/C'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'teleconnections'},
'value': {'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r1i1p1f1': {'value': 0.8079451055122988,
'value_error': 0.06289844115817948},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 9.064452189383056,
'value_error': 17.643141600516042},
'ERA-20C': {'value': 2.2464903819711926,
'value_error': 16.888452929253955},
'ERA-5': {'value': 10.97916272391069,
'value_error': 21.005693033164114},
'ERA-Interim': {'value': 10.241696082796707,
'value_error': 21.17970844752598},
'HadISST': {'value': 5.082064483907947,
'value_error': 16.789285775029295},
'Tropflux': {'value': 11.490702097779455,
'value_error': 21.06326996420269}}},
'EnsoPrMapJjaCorr': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.563236858039843,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.5076711289090614,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.5502594220821068,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.6934672502606147,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.5659803703740915,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.5041542156220613,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.5528019373616363,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.6852801199229523,
'value_error': None},
'ERA-5_CMAP': {'value': 0.5498636577116178,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.48992521261098143,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.5538548373734409,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.6183028286859966,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.5537449257941922,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.5003434666710267,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.5588335394949722,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.6167360053399146,
'value_error': None},
'HadISST_CMAP': {'value': 0.5434024693248449,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.490053193181483,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.5489782301496418,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.6101966728054249,
'value_error': None},
'Tropflux_CMAP': {'value': 0.5533973187574572,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.4972298189070047,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 0.5566488164684908,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.6230288370581273,
'value_error': None}}},
'EnsoPrMapJjaRmse': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.34017183041862653,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.32172950428725294,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.3282310702259359,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.6535126574619106,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.3261115209210186,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.3084482965870762,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.3162582274190687,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.6198161214702806,
'value_error': None},
'ERA-5_CMAP': {'value': 0.3107413414808187,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.29569906518128325,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.3091418430062798,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.5107923161770437,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.3113030891389101,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.29944546019011253,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.3119239104543755,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.49878379011757557,
'value_error': None},
'HadISST_CMAP': {'value': 0.31886413189048984,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.3055995129226426,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.31574126130983726,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.5264169827781355,
'value_error': None},
'Tropflux_CMAP': {'value': 0.3081302641708409,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.29423741963016015,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 0.3061891594876015,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.4921615993219608,
'value_error': None}}},
'EnsoPrMapJjaStd': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.8299462167382936,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.8358504626167129,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.8613644893325917,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.44100799303743937,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.89000619865303,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.887145361127454,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.9186378828306975,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.4650808026611463,
'value_error': None},
'ERA-5_CMAP': {'value': 0.9435616768452278,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.929636077059787,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.9596602494376422,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.5513037757577366,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.9462959127774696,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.9261973712509209,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.9519864980870834,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.5655860701372795,
'value_error': None},
'HadISST_CMAP': {'value': 0.893850554721543,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.8804187162086693,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.9178724882727477,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.5303051885979281,
'value_error': None},
'Tropflux_CMAP': {'value': 0.9637887242170196,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.9501842836614527,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 0.9819068801235163,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.5769800865132376,
'value_error': None}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r1i1p1f1': {'value': 1.35689584352529,
'value_error': 0.21158996233933872},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 17.445859507674687,
'value_error': 26.75332883692444},
'ERA-20C': {'value': 14.936639481415629,
'value_error': 29.448836215769177},
'ERA-5': {'value': 33.10222452148056,
'value_error': 31.72150771348471},
'ERA-Interim': {'value': 33.90539445550813,
'value_error': 31.340661548193676},
'HadISST': {'value': 18.584300461667556,
'value_error': 26.057864916471747},
'Tropflux': {'value': 34.16126610657646,
'value_error': 31.489767742015175}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.0659544064205628,
'value_error': None},
'ERA-20C': {'value': 0.0848741234618347,
'value_error': None},
'ERA-5': {'value': 0.055882763305978356,
'value_error': None},
'ERA-Interim': {'value': 0.06132020021246395,
'value_error': None},
'HadISST': {'value': 0.07329593603923167,
'value_error': None},
'Tropflux': {'value': 0.06022298994696265,
'value_error': None}}},
'EnsoSstMapDjfCorr': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.31523984944746164,
'value_error': None},
'ERA-20C': {'value': 0.517241617938448,
'value_error': None},
'ERA-5': {'value': 0.3441635322780102,
'value_error': None},
'ERA-Interim': {'value': 0.3320970045598708,
'value_error': None}}},
'EnsoSstMapDjfRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.16793980189002244,
'value_error': None},
'ERA-20C': {'value': 0.18858244815265107,
'value_error': None},
'ERA-5': {'value': 0.18075024908611623,
'value_error': None},
'ERA-Interim': {'value': 0.17263217197936837,
'value_error': None}}},
'EnsoSstMapDjfStd': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.8934610625690018,
'value_error': None},
'ERA-20C': {'value': 1.396891408512994,
'value_error': None},
'ERA-5': {'value': 0.8406377824508356,
'value_error': None},
'ERA-Interim': {'value': 0.874560512132294,
'value_error': None}}},
'EnsoSstMapJjaCorr': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.5308137719189451,
'value_error': None},
'ERA-20C': {'value': 0.6858896573246779,
'value_error': None},
'ERA-5': {'value': 0.7307062950011409,
'value_error': None},
'ERA-Interim': {'value': 0.7237340301085726,
'value_error': None}}},
'EnsoSstMapJjaRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.24566196242317268,
'value_error': None},
'ERA-20C': {'value': 0.2290317533291159,
'value_error': None},
'ERA-5': {'value': 0.3011175962794281,
'value_error': None},
'ERA-Interim': {'value': 0.2917902816553294,
'value_error': None}}},
'EnsoSstMapJjaStd': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r1i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.8940403791539789,
'value_error': None},
'ERA-20C': {'value': 1.3357218503755024,
'value_error': None},
'ERA-5': {'value': 0.8063148379784217,
'value_error': None},
'ERA-Interim': {'value': 0.8370831952681334,
'value_error': None}}}}},
'r2i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoPrMapJjaCorr': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': ''}},
'EnsoPrMapJjaRmse': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': 'mm/day/C'}},
'EnsoPrMapJjaStd': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': 'mm/day/C '
'/ '
'mm/day/C'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstMapDjfCorr': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': ''}},
'EnsoSstMapDjfRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': 'C/C'}},
'EnsoSstMapDjfStd': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': 'C/C '
'/ '
'C/C'}},
'EnsoSstMapJjaCorr': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': ''}},
'EnsoSstMapJjaRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': 'C/C'}},
'EnsoSstMapJjaStd': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r2i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r2i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r2i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': 'C/C '
'/ '
'C/C'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'teleconnections'},
'value': {'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r2i1p1f1': {'value': 0.8622105536310941,
'value_error': 0.0671230005646729},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 16.389741161998415,
'value_error': 18.828139168597463},
'ERA-20C': {'value': 4.319101721274182,
'value_error': 18.022762005435613},
'ERA-5': {'value': 5.000098560096893,
'value_error': 22.4165355987215},
'ERA-Interim': {'value': 4.213100140796893,
'value_error': 22.602238718566696},
'HadISST': {'value': 12.139877297628379,
'value_error': 17.916934311991206},
'Tropflux': {'value': 5.5459953589491215,
'value_error': 22.47797967115718}}},
'EnsoPrMapJjaCorr': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.5011435141558942,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.515349483747148,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.5392560278291461,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.7712980557696323,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.5012591131693435,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.5139255050639014,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.5364208476746359,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.7522220440719143,
'value_error': None},
'ERA-5_CMAP': {'value': 0.5000786070929146,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.5039547435163327,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.5459958663497622,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.6622865224159066,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.509546474732367,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.5149905686969947,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.5550734447823791,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.6602518686287868,
'value_error': None},
'HadISST_CMAP': {'value': 0.48830809784396034,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.49649004032298694,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.5385783952589875,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.6528483282881745,
'value_error': None},
'Tropflux_CMAP': {'value': 0.5019164328215233,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.5074802186486653,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 0.5460218388874303,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.662083122730246,
'value_error': None}}},
'EnsoPrMapJjaRmse': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.32645587956187955,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.32917178299922345,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.33062106169670163,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.6804148728910637,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.31275239074621375,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.31699336004394296,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.3177152679077545,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.6435388030544077,
'value_error': None},
'ERA-5_CMAP': {'value': 0.30253008098552536,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.305831923435619,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.3136125062881885,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.5278159130887007,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.3048708138789514,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.30976430922070475,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.31753872436987207,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.5157874437401107,
'value_error': None},
'HadISST_CMAP': {'value': 0.3080529322897896,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.3129568606966145,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.3190254631195006,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.5427530768068775,
'value_error': None},
'Tropflux_CMAP': {'value': 0.2998035868441256,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.3034176085644871,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 0.31012397608486475,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.507890903914066,
'value_error': None}}},
'EnsoPrMapJjaStd': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.8667519136722,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.8728943273851572,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.8995391043938606,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.46070523049246115,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.9294753808196268,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.926462552727344,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.9593507842702879,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.4858532311667925,
'value_error': None},
'ERA-5_CMAP': {'value': 0.9854058884531771,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.9708364049445863,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 1.0021912117254757,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.575927278171282,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.9882613797837063,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.9672452999223929,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.9941773691504568,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.5908474787752876,
'value_error': None},
'HadISST_CMAP': {'value': 0.933490222880497,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.9194377911766242,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.9585514683666342,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.5539908074265119,
'value_error': None},
'Tropflux_CMAP': {'value': 1.0065299464509823,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.9922952827974267,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 1.0254237857296091,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.6027503989572242,
'value_error': None}}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'value': 1.6436435961094338,
'value_error': 0.27635126775510105},
'ACCESS-CM2_r2i1p1f1': {'value': 1.2814325356033485,
'value_error': 0.199822457443958},
'ERA-20C': {'value': 1.5951589911955568,
'value_error': 0.30349823329934555},
'ERA-5': {'value': 2.0283123524204223,
'value_error': 0.6454942543282691},
'ERA-Interim': {'value': 2.052960044692134,
'value_error': 0.6533381861195713},
'HadISST': {'value': 1.6666267700450468,
'value_error': 0.273531261566947},
'Tropflux': {'value': 2.06093854374807,
'value_error': 0.6643426635460994}},
'metric': {'20CRv2': {'value': 22.03708038430305,
'value_error': 25.265451413177164},
'ERA-20C': {'value': 19.667409789482697,
'value_error': 27.811049051855584},
'ERA-5': {'value': 36.82272190108237,
'value_error': 29.957326685328788},
'ERA-Interim': {'value': 37.58122380820546,
'value_error': 29.597661151977473},
'HadISST': {'value': 23.11220732589619,
'value_error': 24.608665485754038},
'Tropflux': {'value': 37.822865243089396,
'value_error': 29.738474854764302}}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None},
'HadISST': {'value': None,
'value_error': None},
'Tropflux': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.07871049480199414,
'value_error': None},
'ERA-20C': {'value': 0.09219488954801747,
'value_error': None},
'ERA-5': {'value': 0.06736418555616827,
'value_error': None},
'ERA-Interim': {'value': 0.0733895852726686,
'value_error': None},
'HadISST': {'value': 0.08581263382615822,
'value_error': None},
'Tropflux': {'value': 0.07200721549200347,
'value_error': None}}},
'EnsoSstMapDjfCorr': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.3454260858900555,
'value_error': None},
'ERA-20C': {'value': 0.47949763624206965,
'value_error': None},
'ERA-5': {'value': 0.4028858089973969,
'value_error': None},
'ERA-Interim': {'value': 0.39540555125266685,
'value_error': None}}},
'EnsoSstMapDjfRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.17457605592662348,
'value_error': None},
'ERA-20C': {'value': 0.18164994049679511,
'value_error': None},
'ERA-5': {'value': 0.1944739606356305,
'value_error': None},
'ERA-Interim': {'value': 0.18754601796511558,
'value_error': None}}},
'EnsoSstMapDjfStd': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.9011300919475274,
'value_error': None},
'ERA-20C': {'value': 1.4088816358427594,
'value_error': None},
'ERA-5': {'value': 0.847853402829162,
'value_error': None},
'ERA-Interim': {'value': 0.8820673085018593,
'value_error': None}}},
'EnsoSstMapJjaCorr': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.49006386785502587,
'value_error': None},
'ERA-20C': {'value': 0.6149679128524015,
'value_error': None},
'ERA-5': {'value': 0.6244795636299234,
'value_error': None},
'ERA-Interim': {'value': 0.6058749254103148,
'value_error': None}}},
'EnsoSstMapJjaRmse': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.22677045505223595,
'value_error': None},
'ERA-20C': {'value': 0.20728092389695468,
'value_error': None},
'ERA-5': {'value': 0.27297038856869105,
'value_error': None},
'ERA-Interim': {'value': 0.26189095419809955,
'value_error': None}}},
'EnsoSstMapJjaStd': {'diagnostic': {'20CRv2': {'value': None,
'value_error': None},
'ACCESS-CM2_r2i1p1f1': {'value': None,
'value_error': None},
'ERA-20C': {'value': None,
'value_error': None},
'ERA-5': {'value': None,
'value_error': None},
'ERA-Interim': {'value': None,
'value_error': None}},
'metric': {'20CRv2': {'value': 0.8655671977221406,
'value_error': None},
'ERA-20C': {'value': 1.2931821044367315,
'value_error': None},
'ERA-5': {'value': 0.7806355183321791,
'value_error': None},
'ERA-Interim': {'value': 0.8104239724319492,
'value_error': None}}}}},
'r3i1p1f1': {'metadata': {'description_of_the_collection': 'Describe '
'which '
'science '
'question '
'this '
'collection '
'is '
'about',
'metrics': {'EnsoAmpl': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Standard '
'deviation '
'of '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'amplitude',
'ref': 'Using '
'CDAT '
'regression '
'calculation',
'time_frequency': 'monthly',
'units': 'C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoAmpl',
'units': '%'}},
'EnsoPrMapDjfCorr': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapDjf',
'units': ''}},
'EnsoPrMapDjfRmse': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapDjf',
'units': 'mm/day/C'}},
'EnsoPrMapDjfStd': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapDjf',
'units': 'mm/day/C '
'/ '
'mm/day/C'}},
'EnsoPrMapJjaCorr': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': ''}},
'EnsoPrMapJjaRmse': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': 'mm/day/C'}},
'EnsoPrMapJjaStd': {'diagnostic': {'20CRv2_CMAP': {'name': '20CRv2_CMAP',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_ERA-Interim': {'name': '20CRv2_ERA-Interim',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_GPCPv2.3': {'name': '20CRv2_GPCPv2.3',
'nyears': 34,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'20CRv2_TRMM-3B43v-7': {'name': '20CRv2_TRMM-3B43v-7',
'nyears': 15,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C_CMAP': {'name': 'ERA-20C_CMAP',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_ERA-Interim': {'name': 'ERA-20C_ERA-Interim',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_GPCPv2.3': {'name': 'ERA-20C_GPCPv2.3',
'nyears': 32,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-20C_TRMM-3B43v-7': {'name': 'ERA-20C_TRMM-3B43v-7',
'nyears': 13,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5_CMAP': {'name': 'ERA-5_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_ERA-Interim': {'name': 'ERA-5_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_GPCPv2.3': {'name': 'ERA-5_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-5_TRMM-3B43v-7': {'name': 'ERA-5_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'ERA-Interim_CMAP': {'name': 'ERA-Interim_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_ERA-Interim': {'name': 'ERA-Interim_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_GPCPv2.3': {'name': 'ERA-Interim_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim_TRMM-3B43v-7': {'name': 'ERA-Interim_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'12:0:0.0',
'2017-12-16 '
'12:0:0.0']},
'HadISST_CMAP': {'name': 'HadISST_CMAP',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_ERA-Interim': {'name': 'HadISST_ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_GPCPv2.3': {'name': 'HadISST_GPCPv2.3',
'nyears': 40,
'time_period': ['1979-1-16 '
'3:0:0.0',
'2018-12-16 '
'18:0:0.0']},
'HadISST_TRMM-3B43v-7': {'name': 'HadISST_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-16 '
'3:0:0.0',
'2017-12-16 '
'18:0:0.0']},
'Tropflux_CMAP': {'name': 'Tropflux_CMAP',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_ERA-Interim': {'name': 'Tropflux_ERA-Interim',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_GPCPv2.3': {'name': 'Tropflux_GPCPv2.3',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'Tropflux_TRMM-3B43v-7': {'name': 'Tropflux_TRMM-3B43v-7',
'nyears': 20,
'time_period': ['1998-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'precipitation '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'PRA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"CMAP's "
'pr; '
"ERA-Interim's "
'pr; '
"GPCPv2.3's "
'pr; '
"TRMM-3B43v-7's "
'pr',
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoPrMapJja',
'units': 'mm/day/C '
'/ '
'mm/day/C'}},
'EnsoSeasonality': {'diagnostic': {'20CRv2': {'keyerror': None,
'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'keyerror': None,
'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'keyerror': None,
'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'keyerror': None,
'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'keyerror': 'unlikely '
'units: '
'K([-1e+30, '
'304.7203])',
'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'keyerror': None,
'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'Ratio '
'between '
'NDJ '
'and '
'MAM '
'standard '
'deviation '
'nino3.4 '
'sstA, '
'time '
'series '
'are '
'linearly '
'detrended',
'name': 'ENSO '
'seasonality',
'ref': 'Using '
'CDAT '
'std '
'dev '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'absolute '
'value '
'of '
'the '
'relative '
'difference '
'between '
'model '
'and '
'observations '
'values '
'(M '
'= '
'100 '
'* '
'abs[[model-obs] '
'/ '
'obs])',
'name': 'EnsoSeasonality',
'units': '%'}},
'EnsoSstLonRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'HadISST': {'name': 'HadISST',
'nyears': 149,
'time_period': ['1870-1-16 '
'11:59:59.5',
'2018-12-16 '
'18:0:0.0']},
'Tropflux': {'name': 'Tropflux',
'nyears': 39,
'time_period': ['1979-1-15 '
'0:0:0.0',
'2017-7-15 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'during '
'DEC '
'regressed '
'against '
'equatorial_pacific '
'SSTA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'smoothing '
'using '
'a '
'triangle '
'shaped '
'window '
'of '
'5 '
'points, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'Zonal '
'SSTA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': 'C/C'},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstLonRmse',
'units': 'C/C'}},
'EnsoSstMapDjfCorr': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': ''}},
'EnsoSstMapDjfRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': 'C/C'}},
'EnsoSstMapDjfStd': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'DJF, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'DJF '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapDjf',
'units': 'C/C '
'/ '
'C/C'}},
'EnsoSstMapJjaCorr': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': ''}},
'EnsoSstMapJjaRmse': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': 'C/C'}},
'EnsoSstMapJjaStd': {'diagnostic': {'20CRv2': {'name': '20CRv2',
'nyears': 142,
'time_period': ['1871-1-16 '
'12:0:0.0',
'2012-12-16 '
'12:0:0.0']},
'ACCESS-CM2_r3i1p1f1': {'keyerror': None,
'name': 'ACCESS-CM2_r3i1p1f1',
'nyears': 165,
'time_period': ['1850-1-16 '
'12:0:0.0',
'2014-12-16 '
'12:0:0.0']},
'ERA-20C': {'name': 'ERA-20C',
'nyears': 111,
'time_period': ['1900-1-16 '
'12:0:0.0',
'2010-12-16 '
'12:0:0.0']},
'ERA-5': {'name': 'ERA-5',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'ERA-Interim': {'name': 'ERA-Interim',
'nyears': 40,
'time_period': ['1979-1-16 '
'12:0:0.0',
'2018-12-16 '
'12:0:0.0']},
'method': 'nino3.4 '
'SSTA '
'regressed '
'against '
'surface '
'temperature '
'anomalies '
'in '
'global '
'during '
'JJA, '
'time '
'series '
'are '
'linearly '
'detrended, '
'observations '
'and '
'model '
'regridded '
'to '
'generic_1x1deg',
'name': 'ENSO '
'JJA '
'TSA '
'pattern',
'ref': 'Using '
'CDAT '
'regridding, '
'correlation '
'(centered '
'and '
'biased), '
'std '
'(centered '
'and '
'biased) '
'and '
'rms '
'(uncentered '
'and '
'biased) '
'calculation',
'time_frequency': 'monthly',
'units': ''},
'metric': {'datasets': 'ACCESS-CM2_r3i1p1f1; '
"20CRv2's "
'ts; '
"ERA-20C's "
'ts; '
"ERA-5's "
'ts; '
"ERA-Interim's "
'ts; '
"HadISST's "
'ts; '
"Tropflux's "
'ts; '
"'s ",
'method': 'The '
'metric '
'is '
'the '
'statistical '
'value '
'between '
'the '
'model '
'and '
'the '
'observations',
'name': 'EnsoSstMapJja',
'units': 'C/C '
'/ '
'C/C'}}},
'name': 'Metrics '
'Collection '
'for '
'ENSO '
'teleconnections'},
'value': {'EnsoAmpl': {'diagnostic': {'20CRv2': {'value': 0.7407960057502115,
'value_error': 0.062166219832622445},
'ACCESS-CM2_r3i1p1f1': {'value': 0.9173210955753004,
'value_error': 0.07141335043624629},
'ERA-20C': {'value': 0.8265126323027572,
'value_error': 0.07844910735406072},
'ERA-5': {'value': 0.9075909980564855,
'value_error': 0.14350273688619733},
'ERA-Interim': {'value': 0.9001341048707652,
'value_error': 0.1423236985494241},
'HadISST': {'value': 0.7688706055408969,
'value_error': 0.06298833428079066},
'Tropflux': {'value': 0.9128364190673677,
'value_error': 0.14617081051130443}},
'metric': {'20CRv2': {'value': 23.829109289853704,
'value_error': 20.031591096914156},
'ERA-20C': {'value': 10.986941968393225,
'value_error': 19.174736053152937},
'ERA-5': {'value': 1.072079553416787,
'value_error': 23.849349683580996},
'ERA-Interim': {'value': 1.9093811257160185,
'value_error': 24.046922525424254},
'HadISST': {'value': 19.307603771634533,
'value_error': 19.062144093701967},
'Tropflux': {'value': 0.49129027000419734,
'value_error': 23.914721121689627}}},
'EnsoPrMapDjfCorr': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.2445041108775713,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.29747317130155093,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.27179868103228366,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.4037432958530064,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.2574662811663777,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.31989800780160726,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.2826073906892712,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.44253755456537525,
'value_error': None},
'ERA-5_CMAP': {'value': 0.25758644904259664,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.3198993458391334,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.29052494908540016,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.3887816748802557,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.2593054542736315,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.31961182320274073,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.293026500054801,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.38845307828037967,
'value_error': None},
'HadISST_CMAP': {'value': 0.2594084715029715,
'value_error': None},
'HadISST_ERA-Interim': {'value': 0.3211391386587247,
'value_error': None},
'HadISST_GPCPv2.3': {'value': 0.29329473466381994,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': 0.38813564460050753,
'value_error': None},
'Tropflux_CMAP': {'value': 0.26134773623479224,
'value_error': None},
'Tropflux_ERA-Interim': {'value': 0.32019840395195565,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': 0.28888238062427596,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': 0.38663454953322063,
'value_error': None}}},
'EnsoPrMapDjfRmse': {'diagnostic': {'20CRv2_CMAP': {'value': None,
'value_error': None},
'20CRv2_ERA-Interim': {'value': None,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': None,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ACCESS-CM2_r3i1p1f1': {'value': None,
'value_error': None},
'ERA-20C_CMAP': {'value': None,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': None,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-5_CMAP': {'value': None,
'value_error': None},
'ERA-5_ERA-Interim': {'value': None,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': None,
'value_error': None},
'ERA-Interim_CMAP': {'value': None,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': None,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': None,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': None,
'value_error': None},
'HadISST_CMAP': {'value': None,
'value_error': None},
'HadISST_ERA-Interim': {'value': None,
'value_error': None},
'HadISST_GPCPv2.3': {'value': None,
'value_error': None},
'HadISST_TRMM-3B43v-7': {'value': None,
'value_error': None},
'Tropflux_CMAP': {'value': None,
'value_error': None},
'Tropflux_ERA-Interim': {'value': None,
'value_error': None},
'Tropflux_GPCPv2.3': {'value': None,
'value_error': None},
'Tropflux_TRMM-3B43v-7': {'value': None,
'value_error': None}},
'metric': {'20CRv2_CMAP': {'value': 0.22318708807931165,
'value_error': None},
'20CRv2_ERA-Interim': {'value': 0.2308905261707947,
'value_error': None},
'20CRv2_GPCPv2.3': {'value': 0.227769038073298,
'value_error': None},
'20CRv2_TRMM-3B43v-7': {'value': 0.38143081634424336,
'value_error': None},
'ERA-20C_CMAP': {'value': 0.21765658223087617,
'value_error': None},
'ERA-20C_ERA-Interim': {'value': 0.23048600630493446,
'value_error': None},
'ERA-20C_GPCPv2.3': {'value': 0.22183165746613737,
'value_error': None},
'ERA-20C_TRMM-3B43v-7': {'value': 0.38856680750798916,
'value_error': None},
'ERA-5_CMAP': {'value': 0.2138367695324667,
'value_error': None},
'ERA-5_ERA-Interim': {'value': 0.2291202804569194,
'value_error': None},
'ERA-5_GPCPv2.3': {'value': 0.2222906017330502,
'value_error': None},
'ERA-5_TRMM-3B43v-7': {'value': 0.33161500605829025,
'value_error': None},
'ERA-Interim_CMAP': {'value': 0.21377084019473622,
'value_error': None},
'ERA-Interim_ERA-Interim': {'value': 0.22869535976120117,
'value_error': None},
'ERA-Interim_GPCPv2.3': {'value': 0.22308566256491205,
'value_error': None},
'ERA-Interim_TRMM-3B43v-7': {'value': 0.3264346281958339,
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'EnsoPrMapDjfStd': {'diagnostic': {'20CRv2_CMAP': {'value': None,
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'metric': {'20CRv2': {'value': 0.08284732594316847,
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'metric': {'20CRv2': {'value': 0.14337568243839707,
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'metric': {'20CRv2': {'value': 0.9312396328376017,
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'metric': {'20CRv2': {'value': 0.4332852154217304,
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'provenance': {'commandLine': '/home/lee1043/.conda/envs/pmp_nightly_20210620/bin/enso_driver.py '
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'../param/my_Param_ENSO_PCMDIobs.py '
'--mip cmip6 '
'--metricsCollection '
'ENSO_tel '
'--case_id '
'v20210620 '
'--modnames '
'UKESM1-0-LL '
'--realization '
'r9i1p1f2',
'conda': {'Platform': 'linux-64',
'PythonVersion': '3.7.3.final.0',
'Version': '4.8.3',
'buildVersion': '3.18.8'},
'date': '2021-06-23 12:19:24',
'history': 'import EnsoMetrics\n'
'from '
'...script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'...script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'script.PMPdriver_lib '
'import '
'AddParserArgument\n'
'from '
'script.PMPdriver_libfrom '
'PMPdriver_lib import '
'AddParserArgument\n'
' import '
'AddParserArgument\n'
'from PMPdriver_lib '
'import '
'AddParserArgument\n',
'openGL': {'GLX': {'client': {},
'server': {}}},
'osAccess': False,
'packages': {'PMP': 'v2.0-15-g182be71',
'PMPObs': 'See '
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'cdat_info': '8.2.2020.08.27.15.53.ga42e5c8',
'cdms': '3.1.5.2020.11.03.21.54.gf997653',
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'cdtime': '3.1.4.2020.10.12.15.52.g2b715b5',
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'lapack': '3.8.0',
'matplotlib': '3.4.2',
'mesalib': None,
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'python': '3.8.10',
'scipy': '1.5.2',
'uvcdat': None,
'vcs': '8.2.2020.08.06.20.48.g4abe712',
'vtk': '8.2.0.8.2.2020.07.20.18.56.g3aa9eaf'},
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'userId': 'lee1043'}}},
'mean_climate': {'pr': {'REFERENCE': {'default': {'CMIP_CMOR_TABLE': 'Amon',
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'template': 'pr/GPCP-2-3/v20210804/pr_mon_GPCP-2-3_PCMDI_gn.200301-201812.AC.v20210804.nc'}},
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