Regression baseline diff

Base origin/main against 5c1ed2249383. Blobs are served from https://baselines.climate-ref.org.

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

Committed artefacts

diagnostic.json in PR changed 8aec16d52168 -> 9087536d3739

packages/climate-ref-pmp/tests/test-data/extratropical-modes-of-variability-sam/cmip7/regression/diagnostic.json

--- old+++ new@@ -79,33 +79,33 @@                       "period": "1900-2005"                     },                     "cbf": {-                      "bias": -0.001762749,-                      "bias_glo": -0.1075122,-                      "cor": 0.95355,-                      "cor_glo": 0.8750641,-                      "frac": 0.5025455,-                      "frac_cbf_regrid": 0.455665,-                      "mean": 3.719662e-16,-                      "mean_glo": -0.1980005,-                      "rms": 0.4834196,-                      "rms_glo": 0.4478494,-                      "rmsc": 0.3047949,-                      "rmsc_glo": 0.4998718,+                      "bias": 0.001753434,+                      "bias_glo": 0.08707665,+                      "cor": 0.9536233,+                      "cor_glo": 0.8763571,+                      "frac": 0.5024678,+                      "frac_cbf_regrid": 0.4551937,+                      "mean": -2.15242e-15,+                      "mean_glo": 0.1937795,+                      "rms": 0.4830563,+                      "rms_glo": 0.4408231,+                      "rmsc": 0.3045544,+                      "rmsc_glo": 0.4972785,                       "stdv_pc": 1.441395,                       "stdv_pc_ratio_to_obs": 1.126895                     },                     "eof1": {-                      "bias": -0.001667786,-                      "bias_glo": -0.09820818,+                      "bias": 0.001667786,+                      "bias_glo": 0.08199358,                       "cor": 0.9488642,-                      "cor_glo": 0.8678051,+                      "cor_glo": 0.8710953,                       "frac": 0.5048348,-                      "mean": 3.719662e-16,-                      "mean_glo": -0.1886964,+                      "mean": -2.282562e-15,+                      "mean_glo": 0.1886964,                       "rms": 0.4970067,-                      "rms_glo": 0.4541364,+                      "rms_glo": 0.4458484,                       "rmsc": 0.3197994,-                      "rmsc_glo": 0.5141886,+                      "rmsc_glo": 0.5077492,                       "stdv_pc": 1.524994,                       "stdv_pc_ratio_to_obs": 1.192253                     }@@ -118,14 +118,14 @@                       "period": "1900-2005"                     },                     "cbf": {-                      "bias": -0.003367143,-                      "bias_glo": 0.2083335,+                      "bias": 0.003367143,+                      "bias_glo": -0.2083335,                       "cor": 0.9241482,                       "cor_glo": 0.9078857,                       "frac": 0.2951453,                       "frac_cbf_regrid": 0.2664703,-                      "mean": 2.824359e-16,-                      "mean_glo": -0.2056333,+                      "mean": -2.132114e-15,+                      "mean_glo": 0.2056333,                       "rms": 0.5830726,                       "rms_glo": 0.4411841,                       "rmsc": 0.3894914,@@ -134,13 +134,13 @@                       "stdv_pc_ratio_to_obs": 0.9331306                     },                     "eof1": {-                      "bias": -0.003149839,-                      "bias_glo": 0.2166533,+                      "bias": 0.003149839,+                      "bias_glo": -0.2166533,                       "cor": 0.8912003,                       "cor_glo": 0.8757222,                       "frac": 0.3039656,-                      "mean": 1.679847e-16,-                      "mean_glo": -0.1973135,+                      "mean": -2.279793e-15,+                      "mean_glo": 0.1973135,                       "rms": 0.7041843,                       "rms_glo": 0.5027321,                       "rmsc": 0.4664756,@@ -163,7 +163,7 @@                       "cor_glo": 0.871208,                       "frac": 0.2725036,                       "frac_cbf_regrid": 0.244548,-                      "mean": -2.067505e-16,+                      "mean": -1.417717e-15,                       "mean_glo": 0.1269256,                       "rms": 0.4435854,                       "rms_glo": 0.3492357,@@ -178,7 +178,7 @@                       "cor": 0.9006484,                       "cor_glo": 0.8410641,                       "frac": 0.2793511,-                      "mean": -2.847434e-16,+                      "mean": -1.409872e-15,                       "mean_glo": 0.1102173,                       "rms": 0.512841,                       "rms_glo": 0.3888076,@@ -202,7 +202,7 @@                       "cor_glo": 0.903724,                       "frac": 0.3829946,                       "frac_cbf_regrid": 0.3437269,-                      "mean": -5.436429e-16,+                      "mean": -1.941978e-15,                       "mean_glo": 0.1588923,                       "rms": 0.5115627,                       "rms_glo": 0.3707613,@@ -217,7 +217,7 @@                       "cor": 0.9198651,                       "cor_glo": 0.8815445,                       "frac": 0.3919017,-                      "mean": -5.002623e-16,+                      "mean": -2.193955e-15,                       "mean_glo": 0.1703948,                       "rms": 0.5998998,                       "rms_glo": 0.410809,
Captured baseline
Images
EG_Spec_North_test_SAM_DJF_20CR-V2_1950-2005.png changed 30,623 B -> 27,967 B (-2,656)
old old EG_Spec_North_test_SAM_DJF_20CR-V2_1950-2005.png
new new EG_Spec_North_test_SAM_DJF_20CR-V2_1950-2005.png
EG_Spec_North_test_SAM_JJA_20CR-V2_1950-2005.png changed 32,360 B -> 29,202 B (-3,158)
old old EG_Spec_North_test_SAM_JJA_20CR-V2_1950-2005.png
new new EG_Spec_North_test_SAM_JJA_20CR-V2_1950-2005.png
EG_Spec_North_test_SAM_MAM_20CR-V2_1950-2005.png changed 31,638 B -> 28,147 B (-3,491)
old old EG_Spec_North_test_SAM_MAM_20CR-V2_1950-2005.png
new new EG_Spec_North_test_SAM_MAM_20CR-V2_1950-2005.png
EG_Spec_North_test_SAM_SON_20CR-V2_1950-2005.png changed 31,641 B -> 28,335 B (-3,306)
old old EG_Spec_North_test_SAM_SON_20CR-V2_1950-2005.png
new new EG_Spec_North_test_SAM_SON_20CR-V2_1950-2005.png
SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png changed 95,305 B -> 79,963 B (-15,342)
old old SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
new new SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png changed 95,045 B -> 79,911 B (-15,134)
old old SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
new new SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png changed 206,279 B -> 188,611 B (-17,668)
old old SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
new new SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png changed 116,837 B -> 101,194 B (-15,643)
old old SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
new new SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png changed 207,395 B -> 188,493 B (-18,902)
old old SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
new new SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png changed 116,373 B -> 101,380 B (-14,993)
old old SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
new new SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
SAM_psl_EOF1_DJF_obs_1950-2005.png changed 90,803 B -> 77,780 B (-13,023)
old old SAM_psl_EOF1_DJF_obs_1950-2005.png
new new SAM_psl_EOF1_DJF_obs_1950-2005.png
SAM_psl_EOF1_DJF_obs_1950-2005_teleconnection.png changed 114,394 B -> 102,087 B (-12,307)
old old SAM_psl_EOF1_DJF_obs_1950-2005_teleconnection.png
new new SAM_psl_EOF1_DJF_obs_1950-2005_teleconnection.png
SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png changed 94,762 B -> 79,097 B (-15,665)
old old SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
new new SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png changed 94,439 B -> 79,055 B (-15,384)
old old SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
new new SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png changed 205,519 B -> 188,642 B (-16,877)
old old SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
new new SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png changed 116,711 B -> 101,917 B (-14,794)
old old SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
new new SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png changed 207,050 B -> 189,222 B (-17,828)
old old SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
new new SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png changed 116,674 B -> 102,173 B (-14,501)
old old SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
new new SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
SAM_psl_EOF1_JJA_obs_1950-2005.png changed 91,547 B -> 78,900 B (-12,647)
old old SAM_psl_EOF1_JJA_obs_1950-2005.png
new new SAM_psl_EOF1_JJA_obs_1950-2005.png
SAM_psl_EOF1_JJA_obs_1950-2005_teleconnection.png changed 113,946 B -> 101,494 B (-12,452)
old old SAM_psl_EOF1_JJA_obs_1950-2005_teleconnection.png
new new SAM_psl_EOF1_JJA_obs_1950-2005_teleconnection.png
SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png changed 94,884 B -> 78,894 B (-15,990)
old old SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
new new SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png changed 94,384 B -> 78,216 B (-16,168)
old old SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
new new SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png changed 210,317 B -> 192,639 B (-17,678)
old old SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
new new SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png changed 118,822 B -> 104,119 B (-14,703)
old old SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
new new SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png changed 212,465 B -> 193,928 B (-18,537)
old old SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
new new SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png changed 119,253 B -> 104,273 B (-14,980)
old old SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
new new SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
SAM_psl_EOF1_MAM_obs_1950-2005.png changed 91,453 B -> 78,872 B (-12,581)
old old SAM_psl_EOF1_MAM_obs_1950-2005.png
new new SAM_psl_EOF1_MAM_obs_1950-2005.png
SAM_psl_EOF1_MAM_obs_1950-2005_teleconnection.png changed 115,285 B -> 103,387 B (-11,898)
old old SAM_psl_EOF1_MAM_obs_1950-2005_teleconnection.png
new new SAM_psl_EOF1_MAM_obs_1950-2005_teleconnection.png
SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png changed 94,620 B -> 78,753 B (-15,867)
old old SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
new new SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.png
SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png changed 95,153 B -> 78,855 B (-16,298)
old old SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
new new SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.png
SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png changed 205,306 B -> 188,369 B (-16,937)
old old SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
new new SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_compare_obs.png
SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png changed 117,797 B -> 102,516 B (-15,281)
old old SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
new new SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf_teleconnection.png
SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png changed 206,600 B -> 188,080 B (-18,520)
old old SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
new new SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_eof1_compare_obs.png
SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png changed 117,056 B -> 101,708 B (-15,348)
old old SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
new new SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_teleconnection.png
SAM_psl_EOF1_SON_obs_1950-2005.png changed 91,362 B -> 78,399 B (-12,963)
old old SAM_psl_EOF1_SON_obs_1950-2005.png
new new SAM_psl_EOF1_SON_obs_1950-2005.png
SAM_psl_EOF1_SON_obs_1950-2005_teleconnection.png changed 115,161 B -> 102,661 B (-12,500)
old old SAM_psl_EOF1_SON_obs_1950-2005_teleconnection.png
new new SAM_psl_EOF1_SON_obs_1950-2005_teleconnection.png
Text

diagnostic.json changed 9,036 B -> 9,027 B (-9) f1566bf8149c -> 447b3f145fca old new 

--- old+++ new@@ -79,35 +79,35 @@                       "period": "1900-2005"                     },                     "cbf": {-                      "bias": -0.0017627489298400892,-                      "bias_glo": -0.10751222028904193,-                      "cor": 0.9535500137820925,-                      "cor_glo": 0.8750640928611084,-                      "frac": 0.5025454980855123,-                      "frac_cbf_regrid": 0.4556649632355967,-                      "mean": 3.719662236437145e-16,-                      "mean_glo": -0.19800047450918903,-                      "rms": 0.4834195969777025,-                      "rms_glo": 0.44784942108067777,-                      "rmsc": 0.30479490942956333,-                      "rmsc_glo": 0.4998717970358527,-                      "stdv_pc": 1.4413952243077393,-                      "stdv_pc_ratio_to_obs": 1.1268949258930445-                    },-                    "eof1": {-                      "bias": -0.0016677863907465329,-                      "bias_glo": -0.09820817675272644,-                      "cor": 0.94886419334166,-                      "cor_glo": 0.8678050604182628,-                      "frac": 0.5048348154538993,-                      "mean": 3.719662236437145e-16,-                      "mean_glo": -0.18869643066137054,-                      "rms": 0.49700665984426906,-                      "rms_glo": 0.45413637527810247,-                      "rmsc": 0.31979936016504507,-                      "rmsc_glo": 0.5141885555190446,-                      "stdv_pc": 1.5249939150835534,-                      "stdv_pc_ratio_to_obs": 1.1922530864154728+                      "bias": 0.001753434460563202,+                      "bias_glo": 0.08707665403818612,+                      "cor": 0.9536233257807367,+                      "cor_glo": 0.8763570590637231,+                      "frac": 0.5024678314326857,+                      "frac_cbf_regrid": 0.45519372569208316,+                      "mean": 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var_mode_SAM_EOF1_stat_cmip7_historical_mo_atm_ACCESS-ESM1-5_r1i1p1f1_1900-2005_cmec.json changed 12,336 B -> 12,323 B (-13) 69d9979ce079 -> e63824f87b71 old new 

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NetCDF

SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,881 B (+1) 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 03:44:29 ;+ 	:creation_date = 2026-09-07 01:19:01 ;  	: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 -2.56486 -> -4.02013 4.02013 -> 2.56486 0.136278 -> -0.136278 0 -> 0 8.04026 2 27,840
frac noise scalar -> scalar 0.504835 -> 0.504835 0.504835 -> 0.504835 0.504835 -> 0.504835 0 -> 0 2.22045e-16 4.39836e-16 1
intercept noise 145x192 -> 145x192 -0.0852646 -> -0.0852646 0.157075 -> 0.157075 0.00439502 -> 0.00439502 0 -> 0 1.11022e-15 7.06812e-15 27,269
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.88696 -> -4.54614 4.54614 -> 2.88696 -4.18952e-18 -> 4.60847e-17 0 -> 0 9.09228 2 106
slope noise 145x192 -> 145x192 -2.67295 -> -2.67295 1.69391 -> 1.69391 -0.0922452 -> -0.0922452 0 -> 0 3.55271e-15 1.32914e-15 27,790

SAM_psl_EOF1_DJF_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,632 B (+1) 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 03:40:32 ;+ 	:creation_date = 2026-09-07 01:18:49 ;  	: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 -2.58944 -> -4.0308 4.08345 -> 2.59275 0.14302 -> -0.136386 0 -> 0 8.11189 1.98653 27,840
frac scalar -> scalar 0.502545 -> 0.502468 0.502545 -> 0.502468 0.502545 -> 0.502468 0 -> 0 7.76667e-05 0.000154547 1
intercept noise 145x192 -> 145x192 -0.0793342 -> -0.0793342 0.160038 -> 0.160038 0.00331685 -> 0.00331685 0 -> 0 2.00447e-15 1.2525e-14 27,627
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -2.78816 -> -4.10906 4.10906 -> 2.78816 0.011124 -> -0.011124 0 -> 0 8.21811 2 106
slope 145x192 -> 145x192 -1.79763 -> -2.8139 2.8139 -> 1.79763 0.096922 -> -0.096922 0 -> 0 5.6278 2 27,840

SAM_psl_EOF1_DJF_obs_1950-2005.nc changed 415,307 B -> 415,308 B (+1) old new

Header 
  xarray.Dataset {  dimensions:  	time = 56 ;  	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 03:38:08 ;+ 	:creation_date = 2026-09-07 01:18:22 ;  	: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 -2.00999 -> -3.52624 3.49578 -> 1.88188 0.244158 -> -0.239387 0 -> 0 7.02177 2.00864 16,380
frac noise scalar -> scalar 0.418121 -> 0.418121 0.418121 -> 0.418121 0.418121 -> 0.418121 0 -> 0 1.11022e-16 2.65527e-16 1
intercept noise 91x180 -> 91x180 -0.235022 -> -0.235022 0.231043 -> 0.231043 0.00238552 -> 0.00238552 0 -> 0 1.16573e-15 4.96011e-15 16,236
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 56 -> 56 -2.43671 -> -2.67406 2.67406 -> 2.43671 7.93016e-17 -> 2.37905e-16 0 -> 0 5.34811 2 56
slope 91x180 -> 91x180 -1.52062 -> -2.74484 2.74484 -> 1.52062 0.18902 -> -0.18902 0 -> 0 5.48968 2 16,380

SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,881 B (+1) 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 03:54:25 ;+ 	:creation_date = 2026-09-07 01:20:16 ;  	: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 -2.53592 -> -3.95218 3.95218 -> 2.53592 0.184879 -> -0.184879 0 -> 0 7.90436 2 27,840
frac noise scalar -> scalar 0.303966 -> 0.303966 0.303966 -> 0.303966 0.303966 -> 0.303966 0 -> 0 4.996e-16 1.64361e-15 1
intercept 145x192 -> 145x192 -5.60739e-16 -> -3.89408e-16 6.03873e-16 -> 5.56232e-16 1.5011e-17 -> 1.33093e-17 0 -> 0 5.01969e-16 0.83125 27,840
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -3.1977 -> -4.52444 4.52444 -> 3.1977 -5.02743e-17 -> 5.02743e-17 0 -> 0 9.04888 2 106
slope noise 145x192 -> 145x192 -2.57483 -> -2.57483 1.65214 -> 1.65214 -0.120448 -> -0.120448 0 -> 0 6.21725e-15 2.41462e-15 27,640

SAM_psl_EOF1_JJA_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,632 B (+1) 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 03:50:27 ;+ 	:creation_date = 2026-09-07 01:20:03 ;  	: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 -2.60527 -> -3.72917 3.72917 -> 2.60527 0.171707 -> -0.171707 0 -> 0 7.45833 2 27,840
frac noise scalar -> scalar 0.295145 -> 0.295145 0.295145 -> 0.295145 0.295145 -> 0.295145 0 -> 0 1.18618e-10 4.01896e-10 1
intercept 145x192 -> 145x192 -3.74684e-10 -> -3.74684e-10 2.61762e-10 -> 2.61762e-10 -1.7252e-11 -> -1.7252e-11 0 -> 0 9.71793e-16 2.59363e-06 27,840
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 106 -> 106 -3.1632 -> -3.90316 3.90316 -> 3.1632 1.39629e-10 -> -1.39629e-10 0 -> 0 7.80632 2 106
slope 145x192 -> 145x192 -1.87469 -> -2.68342 2.68342 -> 1.87469 0.123556 -> -0.123556 0 -> 0 5.36684 2 27,840

SAM_psl_EOF1_JJA_obs_1950-2005.nc changed 415,307 B -> 415,308 B (+1) old new

Header 
  xarray.Dataset {  dimensions:  	time = 56 ;  	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 03:38:47 ;+ 	:creation_date = 2026-09-07 01:18:26 ;  	: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 -2.80551 -> -4.00642 4.00642 -> 2.80551 -0.0384608 -> 0.0384608 0 -> 0 8.01284 2 16,380
frac noise scalar -> scalar 0.33583 -> 0.33583 0.33583 -> 0.33583 0.33583 -> 0.33583 0 -> 0 5.55112e-16 1.65295e-15 1
intercept 91x180 -> 91x180 -1.63938e-15 -> -2.04812e-15 1.24622e-15 -> 1.10378e-15 2.91224e-17 -> 3.30658e-17 0 -> 0 8.47877e-16 0.517195 16,380
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc 56 -> 56 -3.72544 -> -4.35417 4.35417 -> 3.72544 4.7581e-17 -> -2.22045e-16 0 -> 0 8.70835 2 56
slope 91x180 -> 91x180 -1.88379 -> -2.69015 2.69015 -> 1.88379 -0.0258248 -> 0.0258248 0 -> 0 5.3803 2 16,380

SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,881 B (+1) 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 03:49:36 ;+ 	:creation_date = 2026-09-07 01:19:39 ;  	: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 noise 145x192 -> 145x192 -3.30351 -> -3.30351 2.05755 -> 2.05755 -0.182637 -> -0.182637 0 -> 0 2.88658e-15 8.73791e-16 27,036
frac noise scalar -> scalar 0.279351 -> 0.279351 0.279351 -> 0.279351 0.279351 -> 0.279351 0 -> 0 2.77556e-16 9.93573e-16 1
intercept 145x192 -> 145x192 -1.03521e-15 -> -4.77858e-16 8.62675e-16 -> 5.34066e-16 1.38904e-17 -> 2.09147e-17 0 -> 0 1.04158e-15 1.00615 27,840
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc noise 106 -> 106 -2.49019 -> -2.49019 2.24232 -> 2.24232 -7.01745e-17 -> 1.11022e-16 0 -> 0 5.9952e-15 2.40753e-15 103
slope noise 145x192 -> 145x192 -3.00397 -> -3.00397 1.87098 -> 1.87098 -0.166076 -> -0.166076 0 -> 0 2.66454e-15 8.87004e-16 26,613

SAM_psl_EOF1_MAM_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,632 B (+1) 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 03:45:25 ;+ 	:creation_date = 2026-09-07 01:19:26 ;  	: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 noise 145x192 -> 145x192 -3.31038 -> -3.31038 1.96347 -> 1.96347 -0.157947 -> -0.157947 0 -> 0 5.77316e-15 1.74396e-15 27,789
frac noise scalar -> scalar 0.272504 -> 0.272504 0.272504 -> 0.272504 0.272504 -> 0.272504 0 -> 0 5.55112e-17 2.03708e-16 1
intercept 145x192 -> 145x192 -1.04736e-10 -> -1.04737e-10 6.2122e-11 -> 6.21221e-11 -4.99724e-12 -> -4.99725e-12 0 -> 0 1.06734e-15 1.01907e-05 27,838
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc noise 106 -> 106 -2.47163 -> -2.47163 2.01751 -> 2.01751 -3.16352e-11 -> -3.16353e-11 0 -> 0 6.66134e-15 2.69512e-15 95
slope noise 145x192 -> 145x192 -3.31075 -> -3.31075 1.96369 -> 1.96369 -0.157965 -> -0.157965 0 -> 0 4.88498e-15 1.47549e-15 27,827

SAM_psl_EOF1_MAM_obs_1950-2005.nc changed 415,307 B -> 415,308 B (+1) old new

Header 
  xarray.Dataset {  dimensions:  	time = 56 ;  	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 03:38:28 ;+ 	:creation_date = 2026-09-07 01:18:24 ;  	: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 noise 91x180 -> 91x180 -4.23338 -> -4.23338 2.43849 -> 2.43849 -0.0694725 -> -0.0694725 0 -> 0 3.55271e-15 8.39215e-16 15,030
frac noise scalar -> scalar 0.311014 -> 0.311014 0.311014 -> 0.311014 0.311014 -> 0.311014 0 -> 0 1.66533e-16 5.35454e-16 1
intercept 91x180 -> 91x180 -1.54294e-15 -> -1.68825e-15 1.4836e-15 -> 1.15858e-15 1.17872e-17 -> 1.70725e-17 0 -> 0 9.12646e-16 0.591498 16,380
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc noise 56 -> 56 -2.08412 -> -2.08412 2.32422 -> 2.32422 -3.17207e-17 -> -1.42743e-16 0 -> 0 3.9968e-15 1.71963e-15 56
slope noise 91x180 -> 91x180 -3.59404 -> -3.59404 2.07022 -> 2.07022 -0.0589806 -> -0.0589806 0 -> 0 1.77636e-15 4.94251e-16 15,532

SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005.nc changed 690,880 B -> 690,881 B (+1) 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 03:59:33 ;+ 	:creation_date = 2026-09-07 01:20:52 ;  	: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 noise 145x192 -> 145x192 -4.02764 -> -4.02764 2.04017 -> 2.04017 -0.18136 -> -0.18136 0 -> 0 1.11577e-14 2.7703e-15 27,555
frac noise scalar -> scalar 0.391902 -> 0.391902 0.391902 -> 0.391902 0.391902 -> 0.391902 0 -> 0 3.33067e-16 8.49873e-16 1
intercept 145x192 -> 145x192 -1.03521e-15 -> -4.75123e-16 8.62675e-16 -> 8.32145e-16 4.99417e-18 -> 3.53136e-17 0 -> 0 1.04266e-15 1.0072 27,840
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc noise 106 -> 106 -5.31763 -> -5.31763 2.62418 -> 2.62418 -2.09476e-17 -> 1.69676e-16 0 -> 0 1.31006e-14 2.46362e-15 104
slope 145x192 -> 145x192 -1.38266 -> -2.72961 2.72961 -> 1.38266 0.122911 -> -0.122911 0 -> 0 5.45921 2 27,840

SAM_psl_EOF1_SON_cmip7_ACCESS-ESM1-5_historical_r1i1p1f1_mo_atm_1900-2005_cbf.nc changed 690,631 B -> 690,632 B (+1) 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 03:55:57 ;+ 	:creation_date = 2026-09-07 01:20:40 ;  	: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 noise 145x192 -> 145x192 -3.99379 -> -3.99379 2.21605 -> 2.21605 -0.186645 -> -0.186645 0 -> 0 4.21885e-15 1.05635e-15 27,065
frac noise scalar -> scalar 0.382995 -> 0.382995 0.382995 -> 0.382995 0.382995 -> 0.382995 0 -> 0 3.88578e-16 1.01458e-15 1
intercept 145x192 -> 145x192 -4.15878e-10 -> -4.15878e-10 7.49501e-10 -> 7.49501e-10 3.5027e-11 -> 3.5027e-11 0 -> 0 9.30845e-16 1.24195e-06 27,840
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc noise 106 -> 106 -4.90543 -> -4.90543 2.36785 -> 2.36785 2.57079e-10 -> 2.57079e-10 0 -> 0 7.32747e-15 1.49375e-15 99
slope noise 145x192 -> 145x192 -2.91545 -> -2.91545 1.61771 -> 1.61771 -0.13625 -> -0.13625 0 -> 0 4.44089e-15 1.52322e-15 27,709

SAM_psl_EOF1_SON_obs_1950-2005.nc changed 415,307 B -> 415,308 B (+1) old new

Header 
  xarray.Dataset {  dimensions:  	time = 56 ;  	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 03:39:03 ;+ 	:creation_date = 2026-09-07 01:18:27 ;  	: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 noise 91x180 -> 91x180 -3.36976 -> -3.36976 2.2405 -> 2.2405 -0.105835 -> -0.105835 0 -> 0 5.77316e-15 1.71323e-15 15,654
frac noise scalar -> scalar 0.274262 -> 0.274262 0.274262 -> 0.274262 0.274262 -> 0.274262 0 -> 0 1.11022e-16 4.04803e-16 1
intercept 91x180 -> 91x180 -9.79175e-16 -> -1.48029e-15 2.32925e-15 -> 1.16026e-15 4.28955e-17 -> 5.39589e-18 0 -> 0 1.6649e-15 0.714781 16,380
mode scalar -> scalar 0 -> 0 0 -> 0 0 -> 0 0 -> 0 0 0 0
pc noise 56 -> 56 -2.64696 -> -2.64696 2.77585 -> 2.77585 3.17207e-16 -> -2.06184e-16 0 -> 0 9.76996e-15 3.51963e-15 55
slope noise 91x180 -> 91x180 -2.85947 -> -2.85947 1.90122 -> 1.90122 -0.0898081 -> -0.0898081 0 -> 0 2.88658e-15 1.00948e-15 15,879