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pmp/extratropical-modes-of-variability-nao/cmip7

Committed artefacts changed

Text

diagnostic.json changed 9,041 B -> 9,045 B (+4) 616b06637d19 -> 82e47ff22916 old new 

--- old+++ new@@ -81,7 +81,7 @@                     "cbf": {                       "bias": -0.0035359909947669144,                       "bias_glo": 0.24811773955338148,-                      "cor": 0.9478816255132405,+                      "cor": 0.9478816255132417,                       "cor_glo": 0.9001196086680417,                       "frac": 0.3573223635104654,                       "frac_cbf_regrid": 0.305921298684497,@@ -97,17 +97,17 @@                     "eof1": {                       "bias": -0.001796031822888623,                       "bias_glo": 0.3021184248216083,-                      "cor": 0.9019265287088795,+                      "cor": 0.9019265287088803,                       "cor_glo": 0.861212298804541,-                      "frac": 0.3724300513791212,-                      "mean": -3.451250630946192e-15,-                      "mean_glo": 0.0963572873855738,+                      "frac": 0.37243005137912166,+                      "mean": -3.588164016754686e-15,+                      "mean_glo": 0.09635728738557378,                       "rms": 0.9123797255844648,                       "rms_glo": 0.5309529672314213,                       "rmsc": 0.4428848041596468,                       "rmsc_glo": 0.5268542274898695,-                      "stdv_pc": 1.597582450608875,-                      "stdv_pc_ratio_to_obs": 0.7917977438508256+                      "stdv_pc": 1.597582450608874,+                      "stdv_pc_ratio_to_obs": 0.7917977438508251                     }                   },                   "JJA": {@@ -120,7 +120,7 @@                     "cbf": {                       "bias": -0.0023159523038410327,                       "bias_glo": -0.022352762749338995,-                      "cor": 0.9632798234812907,+                      "cor": 0.9632798234812924,                       "cor_glo": 0.5855200981121078,                       "frac": 0.3417912958332736,                       "frac_cbf_regrid": 0.29780929286614416,@@ -136,17 +136,17 @@                     "eof1": {                       "bias": -0.002576200167046176,                       "bias_glo": -0.023332242379446706,-                      "cor": 0.9208113277643066,+                      "cor": 0.9208113277643084,                       "cor_glo": 0.569442800919107,-                      "frac": 0.352715245039872,-                      "mean": -2.2216134301000937e-16,-                      "mean_glo": 0.004822357183977312,+                      "frac": 0.35271524503987206,+                      "mean": -2.970762144901288e-16,+                      "mean_glo": 0.004822357183977326,                       "rms": 0.30666241512609604,                       "rms_glo": 0.3606522307497656,                       "rmsc": 0.39796650617062357,                       "rmsc_glo": 0.9279625186657636,-                      "stdv_pc": 0.7768802693046778,-                      "stdv_pc_ratio_to_obs": 1.010026223317945+                      "stdv_pc": 0.7768802693046779,+                      "stdv_pc_ratio_to_obs": 1.0100262233179451                     }                   },                   "MAM": {@@ -159,12 +159,12 @@                     "cbf": {                       "bias": -0.0024899098415153763,                       "bias_glo": 0.023190403642892245,-                      "cor": 0.9270911806249239,+                      "cor": 0.9270911806249251,                       "cor_glo": 0.8614613264241383,                       "frac": 0.30741012343952206,                       "frac_cbf_regrid": 0.2702565505352964,                       "mean": 2.361029360106833e-15,-                      "mean_glo": -0.06388831373718418,+                      "mean_glo": -0.06388831373718416,                       "rms": 0.4534005266630159,                       "rms_glo": 0.27995661492336116,                       "rmsc": 0.38186069874650463,@@ -175,17 +175,17 @@                     "eof1": {                       "bias": -0.003358789638856558,                       "bias_glo": 0.013446267493897176,-                      "cor": 0.8521498530387869,+                      "cor": 0.8521498530387877,                       "cor_glo": 0.8228065268779337,-                      "frac": 0.3288033627506428,-                      "mean": 2.864848016256981e-15,-                      "mean_glo": -0.07363244966917519,+                      "frac": 0.32880336275064237,+                      "mean": 2.913930173433611e-15,+                      "mean_glo": -0.07363244966917522,                       "rms": 0.6493031450976606,                       "rms_glo": 0.3324536514266148,                       "rmsc": 0.5437833429936938,                       "rmsc_glo": 0.5953040858413503,-                      "stdv_pc": 1.1800070473718278,-                      "stdv_pc_ratio_to_obs": 0.9761427406017344+                      "stdv_pc": 1.1800070473718285,+                      "stdv_pc_ratio_to_obs": 0.976142740601735                     }                   },                   "SON": {@@ -198,7 +198,7 @@                     "cbf": {                       "bias": -0.0009616268819984963,                       "bias_glo": -0.06049221996340194,-                      "cor": 0.963130072380703,+                      "cor": 0.9631300723807049,                       "cor_glo": 0.8322069803657713,                       "frac": 0.2797528877500426,                       "frac_cbf_regrid": 0.2401756394287178,@@ -214,17 +214,17 @@                     "eof1": {                       "bias": -0.0022914742276337915,                       "bias_glo": -0.13154553185284143,-                      "cor": 0.8355018288080928,+                      "cor": 0.8355018288080935,                       "cor_glo": 0.6730703228460424,-                      "frac": 0.29831959765693916,-                      "mean": 3.487416430971077e-16,-                      "mean_glo": -0.011260547391516228,+                      "frac": 0.2983195976569394,+                      "mean": 4.210732431468782e-16,+                      "mean_glo": -0.011260547391515987,                       "rms": 0.5621296405210756,                       "rms_glo": 0.35471791765438515,                       "rmsc": 0.5735820090689626,                       "rmsc_glo": 0.8086156837746783,-                      "stdv_pc": 1.0086133075611081,-                      "stdv_pc_ratio_to_obs": 1.0636134975466234+                      "stdv_pc": 1.0086133075611086,+                      "stdv_pc_ratio_to_obs": 1.0636134975466238                     }                   },                   "attributes": {

var_mode_NAO_EOF1_stat_cmip7_historical_mo_atm_ACCESS-ESM1-5_r1i1p1f1_1900-2005_cmec.json changed 12,339 B -> 12,340 B (+1) 7039f292a229 -> fc0f2045b0cc old new 

--- old+++ new@@ -98,7 +98,7 @@               "cbf": {                 "bias": -0.0035359909947669144,                 "bias_glo": 0.24811773955338148,-                "cor": 0.9478816255132405,+                "cor": 0.9478816255132417,                 "cor_glo": 0.9001196086680417,                 "frac": 0.3573223635104654,                 "frac_cbf_regrid": 0.305921298684497,@@ -114,18 +114,18 @@               "eof1": {                 "bias": -0.001796031822888623,                 "bias_glo": 0.3021184248216083,-                "cor": 0.9019265287088795,+                "cor": 0.9019265287088803,                 "cor_glo": 0.861212298804541,-                "frac": 0.3724300513791212,-                "mean": -3.451250630946192e-15,-                "mean_glo": 0.0963572873855738,+                "frac": 0.37243005137912166,+                "mean": -3.588164016754686e-15,+                "mean_glo": 0.09635728738557378,                 "rms": 0.9123797255844648,                 "rms_glo": 0.5309529672314213,                 "rmsc": 0.4428848041596468,                 "rmsc_glo": 0.5268542274898695,-                "stdv_pc": 1.597582450608875,-                "stdv_pc_ratio_to_obs": 0.7917977438508256,-                "tcor_cbf_vs_eof_pc": 0.9708197922775701+                "stdv_pc": 1.597582450608874,+                "stdv_pc_ratio_to_obs": 0.7917977438508251,+                "tcor_cbf_vs_eof_pc": 0.9708197922775702               }             },             "JJA": {@@ -138,7 +138,7 @@               "cbf": {                 "bias": -0.0023159523038410327,                 "bias_glo": -0.022352762749338995,-                "cor": 0.9632798234812907,+                "cor": 0.9632798234812924,                 "cor_glo": 0.5855200981121078,                 "frac": 0.3417912958332736,                 "frac_cbf_regrid": 0.29780929286614416,@@ -154,17 +154,17 @@               "eof1": {                 "bias": -0.002576200167046176,                 "bias_glo": -0.023332242379446706,-                "cor": 0.9208113277643066,+                "cor": 0.9208113277643084,                 "cor_glo": 0.569442800919107,-                "frac": 0.352715245039872,-                "mean": -2.2216134301000937e-16,-                "mean_glo": 0.004822357183977312,+                "frac": 0.35271524503987206,+                "mean": -2.970762144901288e-16,+                "mean_glo": 0.004822357183977326,                 "rms": 0.30666241512609604,                 "rms_glo": 0.3606522307497656,                 "rmsc": 0.39796650617062357,                 "rmsc_glo": 0.9279625186657636,-                "stdv_pc": 0.7768802693046778,-                "stdv_pc_ratio_to_obs": 1.010026223317945,+                "stdv_pc": 0.7768802693046779,+                "stdv_pc_ratio_to_obs": 1.0100262233179451,                 "tcor_cbf_vs_eof_pc": 0.9707126880387231               }             },@@ -178,12 +178,12 @@               "cbf": {                 "bias": -0.0024899098415153763,                 "bias_glo": 0.023190403642892245,-                "cor": 0.9270911806249239,+                "cor": 0.9270911806249251,                 "cor_glo": 0.8614613264241383,                 "frac": 0.30741012343952206,                 "frac_cbf_regrid": 0.2702565505352964,                 "mean": 2.361029360106833e-15,-                "mean_glo": -0.06388831373718418,+                "mean_glo": -0.06388831373718416,                 "rms": 0.4534005266630159,                 "rms_glo": 0.27995661492336116,                 "rmsc": 0.38186069874650463,@@ -194,18 +194,18 @@               "eof1": {                 "bias": -0.003358789638856558,                 "bias_glo": 0.013446267493897176,-                "cor": 0.8521498530387869,+                "cor": 0.8521498530387877,                 "cor_glo": 0.8228065268779337,-                "frac": 0.3288033627506428,-                "mean": 2.864848016256981e-15,-                "mean_glo": -0.07363244966917519,+                "frac": 0.32880336275064237,+                "mean": 2.913930173433611e-15,+                "mean_glo": -0.07363244966917522,                 "rms": 0.6493031450976606,                 "rms_glo": 0.3324536514266148,                 "rmsc": 0.5437833429936938,                 "rmsc_glo": 0.5953040858413503,-                "stdv_pc": 1.1800070473718278,-                "stdv_pc_ratio_to_obs": 0.9761427406017344,-                "tcor_cbf_vs_eof_pc": 0.9515495250662406+                "stdv_pc": 1.1800070473718285,+                "stdv_pc_ratio_to_obs": 0.976142740601735,+                "tcor_cbf_vs_eof_pc": 0.95154952506624               }             },             "SON": {@@ -218,7 +218,7 @@               "cbf": {                 "bias": -0.0009616268819984963,                 "bias_glo": -0.06049221996340194,-                "cor": 0.963130072380703,+                "cor": 0.9631300723807049,                 "cor_glo": 0.8322069803657713,                 "frac": 0.2797528877500426,                 "frac_cbf_regrid": 0.2401756394287178,@@ -234,18 +234,18 @@               "eof1": {                 "bias": -0.0022914742276337915,                 "bias_glo": -0.13154553185284143,-                "cor": 0.8355018288080928,+                "cor": 0.8355018288080935,                 "cor_glo": 0.6730703228460424,-                "frac": 0.29831959765693916,-                "mean": 3.487416430971077e-16,-                "mean_glo": -0.011260547391516228,+                "frac": 0.2983195976569394,+                "mean": 4.210732431468782e-16,+                "mean_glo": -0.011260547391515987,                 "rms": 0.5621296405210756,                 "rms_glo": 0.35471791765438515,                 "rmsc": 0.5735820090689626,                 "rmsc_glo": 0.8086156837746783,-                "stdv_pc": 1.0086133075611081,-                "stdv_pc_ratio_to_obs": 1.0636134975466234,-                "tcor_cbf_vs_eof_pc": 0.8970436740301823+                "stdv_pc": 1.0086133075611086,+                "stdv_pc_ratio_to_obs": 1.0636134975466238,+                "tcor_cbf_vs_eof_pc": 0.897043674030183               }             },             "attributes": {
NetCDF

NAO_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,880 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:44:54 ;+ 	:creation_date = 2026-09-04 02:09:11 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), EOF1 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -4.34777 -> -4.34777 2.36798 -> 2.36798 -0.126411 -> -0.126411 0 -> 0 3.55271e-15 8.17134e-16 25,008
frac scalar -> scalar 0.37243 -> 0.37243 0.37243 -> 0.37243 0.37243 -> 0.37243 0 -> 0 4.44089e-16 1.19241e-15 1
intercept 145x192 -> 145x192 -0.0813919 -> -0.0813919 0.160947 -> 0.160947 0.00826767 -> 0.00826767 0 -> 0 1.04083e-15 6.46692e-15 26,099
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -5.41653 -> -5.41653 3.40938 -> 3.40938 -2.80698e-16 -> 1.67581e-17 0 -> 0 5.32907e-15 9.83854e-16 102
slope 145x192 -> 145x192 -2.80244 -> -2.80244 1.51614 -> 1.51614 -0.0843016 -> -0.0843016 0 -> 0 4.44089e-15 1.58465e-15 27,009

NAO_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,631 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:long_name = psl_pseudo_pcs ;  		pc:comment = Non-scaled pseudo principal components ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:40:41 ;+ 	:creation_date = 2026-09-04 02:08:42 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), CBF ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -4.40247 -> -4.40247 2.249 -> 2.249 -0.200655 -> -0.200655 0 -> 0 1.33227e-15 3.02618e-16 152
frac scalar -> scalar 0.357322 -> 0.357322 0.357322 -> 0.357322 0.357322 -> 0.357322 0 -> 0 0 0 0
intercept 145x192 -> 145x192 -0.0952886 -> -0.0952886 0.0965464 -> 0.0965464 0.00335131 -> 0.00335131 0 -> 0 3.08781e-16 3.19826e-15 155
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -4.76133 -> -4.76133 3.31965 -> 3.31965 -0.035574 -> -0.035574 0 -> 0 0 0 0
slope 145x192 -> 145x192 -2.98933 -> -2.98933 1.52602 -> 1.52602 -0.138201 -> -0.138201 0 -> 0 6.66134e-16 2.22837e-16 123

NAO_psl_EOF1_DJF_obs_1900-2005.nc changed 415,707 B -> 415,707 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 91 ;  	lon = 180 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1800-01-01 ;  		time:calendar = standard ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:38:20 ;+ 	:creation_date = 2026-09-04 02:07:30 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = 20CR-V2 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 91x180 -> 91x180 -5.59632 -> -5.59632 3.80163 -> 3.80163 -0.546719 -> -0.546719 0 -> 0 8.88178e-16 1.58708e-16 9
frac scalar -> scalar 0.447091 -> 0.447091 0.447091 -> 0.447091 0.447091 -> 0.447091 0 -> 0 0 0 0
intercept 91x180 -> 91x180 -0.117842 -> -0.117842 0.120333 -> 0.120333 -0.0033986 -> -0.0033986 0 -> 0 2.84495e-16 2.36424e-15 13
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -4.59254 -> -4.59254 4.26686 -> 4.26686 3.35162e-17 -> 3.35162e-17 0 -> 0 0 0 0
slope 91x180 -> 91x180 -2.72395 -> -2.72395 1.8419 -> 1.8419 -0.269282 -> -0.269282 0 -> 0 4.44089e-16 1.63032e-16 4

NAO_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,880 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:55:00 ;+ 	:creation_date = 2026-09-04 02:11:06 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), EOF1 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -2.18374 -> -2.18374 1.79142 -> 1.79142 -0.118014 -> -0.118014 0 -> 0 1.55431e-15 7.11767e-16 25,574
frac scalar -> scalar 0.352715 -> 0.352715 0.352715 -> 0.352715 0.352715 -> 0.352715 0 -> 0 5.55112e-17 1.57382e-16 1
intercept 145x192 -> 145x192 -8.62675e-16 -> -6.9014e-16 6.9014e-16 -> 8.62675e-16 5.46596e-18 -> -4.34396e-18 0 -> 0 6.9014e-16 0.8 24,011
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -1.83835 -> -1.83835 1.32162 -> 1.32162 1.78055e-17 -> -6.17954e-17 0 -> 0 2.66454e-15 1.44942e-15 102
slope 145x192 -> 145x192 -2.8109 -> -2.8109 2.30591 -> 2.30591 -0.151908 -> -0.151908 0 -> 0 2.66454e-15 9.47928e-16 26,244

NAO_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,631 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:long_name = psl_pseudo_pcs ;  		pc:comment = Non-scaled pseudo principal components ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:50:54 ;+ 	:creation_date = 2026-09-04 02:10:46 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), CBF ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -2.28176 -> -2.28176 1.72141 -> 1.72141 -0.120902 -> -0.120902 0 -> 0 1.11022e-15 4.86565e-16 155
frac scalar -> scalar 0.341791 -> 0.341791 0.341791 -> 0.341791 0.341791 -> 0.341791 0 -> 0 0 0 0
intercept 145x192 -> 145x192 -5.28339e-11 -> -5.28339e-11 7.00324e-11 -> 7.00324e-11 3.71076e-12 -> 3.71076e-12 0 -> 0 4.54437e-16 6.48895e-06 170
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -1.86495 -> -1.86495 1.38593 -> 1.38593 2.2472e-11 -> 2.2472e-11 0 -> 0 0 0 0
slope 145x192 -> 145x192 -3.1164 -> -3.1164 2.35109 -> 2.35109 -0.165127 -> -0.165127 0 -> 0 8.88178e-16 2.85001e-16 136

NAO_psl_EOF1_JJA_obs_1900-2005.nc changed 415,707 B -> 415,707 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 91 ;  	lon = 180 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1800-01-01 ;  		time:calendar = standard ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:39:32 ;+ 	:creation_date = 2026-09-04 02:07:37 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = 20CR-V2 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 91x180 -> 91x180 -2.37279 -> -2.37279 1.19841 -> 1.19841 -0.118874 -> -0.118874 0 -> 0 4.44089e-16 1.87159e-16 9
frac scalar -> scalar 0.324983 -> 0.324983 0.324983 -> 0.324983 0.324983 -> 0.324983 0 -> 0 0 0 0
intercept 91x180 -> 91x180 -2.41549e-15 -> -2.41549e-15 2.83604e-15 -> 2.83604e-15 -7.6655e-18 -> -7.65332e-18 0 -> 0 9.7051e-17 0.0342205 11
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.13717 -> -2.13717 1.64758 -> 1.64758 1.25686e-17 -> 1.25686e-17 0 -> 0 0 0 0
slope 91x180 -> 91x180 -3.08488 -> -3.08488 1.55806 -> 1.55806 -0.154549 -> -0.154549 0 -> 0 6.66134e-16 2.15935e-16 8

NAO_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,880 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:50:06 ;+ 	:creation_date = 2026-09-04 02:10:06 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), EOF1 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -3.66955 -> -3.66955 1.83564 -> 1.83564 -0.364436 -> -0.364436 0 -> 0 3.9968e-15 1.08918e-15 26,502
frac scalar -> scalar 0.328803 -> 0.328803 0.328803 -> 0.328803 0.328803 -> 0.328803 0 -> 0 4.44089e-16 1.35062e-15 1
intercept 145x192 -> 145x192 -8.62675e-16 -> -8.62675e-16 7.76408e-16 -> 9.48943e-16 -1.87361e-17 -> -9.09482e-18 0 -> 0 7.33274e-16 0.85 23,849
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.79339 -> -2.79339 4.15721 -> 4.15721 8.37904e-18 -> 8.16957e-17 0 -> 0 4.88498e-15 1.17506e-15 104
slope 145x192 -> 145x192 -3.10977 -> -3.10977 1.55562 -> 1.55562 -0.308842 -> -0.308842 0 -> 0 4.88498e-15 1.57085e-15 27,300

NAO_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,631 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:long_name = psl_pseudo_pcs ;  		pc:comment = Non-scaled pseudo principal components ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:45:51 ;+ 	:creation_date = 2026-09-04 02:09:48 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), CBF ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -3.30281 -> -3.30281 1.42415 -> 1.42415 -0.333492 -> -0.333492 0 -> 0 8.18789e-16 2.47907e-16 148
frac scalar -> scalar 0.30741 -> 0.30741 0.30741 -> 0.30741 0.30741 -> 0.30741 0 -> 0 0 0 0
intercept 145x192 -> 145x192 -1.26816e-10 -> -1.26816e-10 2.94106e-10 -> 2.94106e-10 2.96965e-11 -> 2.96965e-11 0 -> 0 8.53873e-16 2.90329e-06 162
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.20628 -> -2.20628 3.68614 -> 3.68614 9.38156e-11 -> 9.38156e-11 0 -> 0 0 0 0
slope 145x192 -> 145x192 -3.13493 -> -3.13493 1.35176 -> 1.35176 -0.316542 -> -0.316542 0 -> 0 4.44089e-16 1.41658e-16 122

NAO_psl_EOF1_MAM_obs_1900-2005.nc changed 415,707 B -> 415,707 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 91 ;  	lon = 180 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1800-01-01 ;  		time:calendar = standard ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:38:57 ;+ 	:creation_date = 2026-09-04 02:07:33 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = 20CR-V2 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 91x180 -> 91x180 -3.50267 -> -3.50267 2.1849 -> 2.1849 -0.305682 -> -0.305682 0 -> 0 4.44089e-16 1.26786e-16 5
frac scalar -> scalar 0.340274 -> 0.340274 0.340274 -> 0.340274 0.340274 -> 0.340274 0 -> 0 0 0 0
intercept 91x180 -> 91x180 -2.37236e-15 -> -2.37236e-15 1.84127e-15 -> 1.84127e-15 1.46285e-17 -> 1.46337e-17 0 -> 0 1.29401e-16 0.0545455 13
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.82297 -> -2.82297 3.15759 -> 3.15759 7.75061e-17 -> 7.75061e-17 0 -> 0 0 0 0
slope 91x180 -> 91x180 -2.89753 -> -2.89753 1.80742 -> 1.80742 -0.25287 -> -0.25287 0 -> 0 4.44089e-16 1.53265e-16 6

NAO_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,880 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:59:11 ;+ 	:creation_date = 2026-09-04 02:12:18 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), EOF1 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -2.91557 -> -2.91557 1.39077 -> 1.39077 -0.193215 -> -0.193215 0 -> 0 5.10703e-15 1.75164e-15 27,463
frac scalar -> scalar 0.29832 -> 0.29832 0.29832 -> 0.29832 0.29832 -> 0.29832 0 -> 0 2.22045e-16 7.44318e-16 1
intercept 145x192 -> 145x192 -6.9014e-16 -> -5.17605e-16 9.48943e-16 -> 6.9014e-16 4.90346e-18 -> -2.86559e-18 0 -> 0 1.20775e-15 1.27273 24,758
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -1.98161 -> -1.98161 2.47622 -> 2.47622 1.04738e-16 -> 4.60847e-17 0 -> 0 5.77316e-15 2.33144e-15 103
slope 145x192 -> 145x192 -2.89067 -> -2.89067 1.37889 -> 1.37889 -0.191565 -> -0.191565 0 -> 0 4.88498e-15 1.68991e-15 27,563

NAO_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,631 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 145 ;  	lon = 192 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:long_name = psl_pseudo_pcs ;  		pc:comment = Non-scaled pseudo principal components ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1850-01-01 ;  		time:calendar = proleptic_gregorian ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:55:51 ;+ 	:creation_date = 2026-09-04 02:11:57 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = CMIP7 ACCESS-ESM1-5 (r1i1p1f1), CBF ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 145x192 -> 145x192 -2.72688 -> -2.72688 1.26991 -> 1.26991 -0.0796218 -> -0.0796218 0 -> 0 5.6205e-16 2.06115e-16 157
frac scalar -> scalar 0.279753 -> 0.279753 0.279753 -> 0.279753 0.279753 -> 0.279753 0 -> 0 0 0 0
intercept 145x192 -> 145x192 -6.59828e-10 -> -6.59828e-10 3.07283e-10 -> 3.07283e-10 -1.92663e-11 -> -1.92663e-11 0 -> 0 3.73403e-16 5.65909e-07 166
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -1.91705 -> -1.91705 2.28214 -> 2.28214 -2.26084e-10 -> -2.26084e-10 0 -> 0 0 0 0
slope 145x192 -> 145x192 -2.91851 -> -2.91851 1.35915 -> 1.35915 -0.0852174 -> -0.0852174 0 -> 0 5.68989e-16 1.94959e-16 137

NAO_psl_EOF1_SON_obs_1900-2005.nc changed 415,707 B -> 415,707 B (+0) old new

Header 
  xarray.Dataset {  dimensions:  	time = 106 ;  	lat = 91 ;  	lon = 180 ;    variables:  	int64 mode() ;  		mode:long_name = eof_mode_number ;  	float64 pc(time) ;  		pc:_FillValue = nan ;  		pc:comment = Non-scaled time series for principal component of 1th variance mode ;  		pc:variable = psl ;  		pc:eof_mode = 1 ;  		pc:coordinates = mode ;  	float64 eof(lat, lon) ;  		eof:_FillValue = nan ;  		eof:variable = psl ;  		eof:description = linear regression on global field for teleconnection ;  		eof:comment = Reconstructed EOF pattern with teleconnection considerations ;  		eof:eof_mode = 1 ;  		eof:coordinates = mode ;  	float64 slope(lat, lon) ;  		slope:_FillValue = nan ;  		slope:coordinates = mode ;  	float64 intercept(lat, lon) ;  		intercept:_FillValue = nan ;  		intercept:coordinates = mode ;  	float64 frac() ;  		frac:_FillValue = nan ;  		frac:long_name = variance_fractions ;  		frac:units = ratio ;  		frac:coordinates = mode ;  	float64 time(time) ;  		time:_FillValue = nan ;  		time:bounds = time_bnds ;  		time:axis = T ;  		time:long_name = time ;  		time:standard_name = time ;  		time:units = days since 1800-01-01 ;  		time:calendar = standard ;  	float64 lat(lat) ;  		lat:_FillValue = nan ;  		lat:bounds = lat_bnds ;  		lat:units = degrees_north ;  		lat:axis = Y ;  		lat:long_name = Latitude ;  		lat:standard_name = latitude ;  	float64 lon(lon) ;  		lon:_FillValue = nan ;  		lon:bounds = lon_bnds ;  		lon:units = degrees_east ;  		lon:axis = X ;  		lon:long_name = Longitude ;  		lon:standard_name = longitude ;    // global attributes:  	:title = PCMDI Metrics Package Extratropical Modes of Variability diagnostics ;  	:author = PCMDI ;  	:contact = [email protected] ;- 	:creation_date = 2026-07-12 03:39:57 ;+ 	:creation_date = 2026-09-04 02:07:58 ;  	:references =       Lee, J., K. Sperber, P. Gleckler, C. Bonfils, and K. Taylor, 2019: Quantifying the Agreement Between Observed and Simulated Extratropical Modes of Interannual Variability. Climate Dynamics, 52, 4057-4089, doi: 10.1007/s00382-018-4355-4,      Lee, J., K. Sperber, P. Gleckler, K. Taylor, and C. Bonfils, 2021: Benchmarking performance changes in the simulation of extratropical modes of variability across CMIP generations. Journal of Climate, 34, 6945–6969, doi: 10.1175/JCLI-D-20-0832.1,      Lee, J., P. J. Gleckler, M.-S. Ahn, A. Ordonez, P. Ullrich, K. R. Sperber, K. E. Taylor, Y. Y. Planton, E. Guilyardi, P. Durack, C. Bonfils, M. D. Zelinka, L.-W. Chao, B. Dong, C. Doutriaux, C. Zhang, T. Vo, J. Boutte, M. F. Wehner, A. G. Pendergrass, D. Kim, Z. Xue, A. T. Wittenberg, and J. Krasting, 2024: Systematic and Objective Evaluation of Earth System Models: PCMDI Metrics Package (PMP) version 3. Geoscientific Model Development, 17, 3919–3948, doi: 10.5194/gmd-17-3919-2024       ;  	:identifier = 20CR-V2 ;  }
variableshapeminmaxmean nanmax abs diffmax rel diffcells differ
eof 91x180 -> 91x180 -3.35222 -> -3.35222 1.19219 -> 1.19219 0.0104984 -> 0.0104984 0 -> 0 2.22045e-16 6.6238e-17 10
frac scalar -> scalar 0.266056 -> 0.266056 0.266056 -> 0.266056 0.266056 -> 0.266056 0 -> 0 0 0 0
intercept 91x180 -> 91x180 -2.68508e-15 -> -2.68508e-15 2.09199e-15 -> 2.09199e-15 -5.00424e-18 -> -4.99041e-18 0 -> 0 8.62675e-17 0.0321285 10
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.63276 -> -2.63276 2.2205 -> 2.2205 -6.52649e-17 -> -6.52649e-17 0 -> 0 0 0 0
slope 91x180 -> 91x180 -3.53502 -> -3.53502 1.2572 -> 1.2572 0.0110708 -> 0.0110708 0 -> 0 2.22045e-16 6.28128e-17 4