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TEMP Validation Statistics
################################################################################
  Format:     1.1
  Created:    2026-05-29 11:42:11
  Author:       RT
  Project:      OceanICU
  Institute:    BB
  Area:         AMM7
  Experiment:   CMEMS_prof
################################################################################

================================================================================
Period: 2016-2022  |  Model: pyGETM
================================================================================
Analysed: 2026-05-29  11:42:11

--- WOA ---
  RMSE:          2.9556
  Bias:         -1.3505
  MAE:           2.1699
  Correlation:   0.8019
  N points:      118,126,680
  Model mean:   7.8566
  Obs mean:     9.2071
  Model std:    4.3879
  Obs std:      3.7159

  Error distribution:
    Min:         -8.9401
    5th pct:      -6.0232
    25th pct:     -3.2092
    Median:       -0.7217
    75th pct:     +0.3321
    95th pct:     +2.2068
    Max:         +13.8816

  Monthly breakdown:
  Month      RMSE      Bias      MAE    Corr
  --------------------------------------------
  Jan      2.8248   -1.4380   2.0101  0.7705
  Feb      2.7992   -1.4647   1.9652  0.7643
  Mar      2.8077   -1.4544   1.9721  0.7538
  Apr      2.8224   -1.4370   1.9971  0.7553
  May      2.8810   -1.3341   2.1024  0.7646
  Jun      3.0204   -1.1987   2.2799  0.7864
  Jul      3.1510   -1.1455   2.4029  0.8120
  Aug      3.1883   -1.1554   2.4506  0.8296
  Sep      3.0976   -1.2775   2.3705  0.8385
  Oct      3.0053   -1.4284   2.2450  0.8312
  Nov      2.9481   -1.4151   2.1577  0.8044
  Dec      2.8862   -1.4573   2.0852  0.7872
  --------------------------------------------
  All      2.9556   -1.3505   2.1699  0.8019


================================================================================
Period: 2016-2023  |  Model: pyGETM
================================================================================
Analysed: 2026-05-29  15:57:33

--- WOA ---
  RMSE:          2.9639
  Bias:         -1.3276
  MAE:           2.1791
  Correlation:   0.8009
  N points:      133,595,650
  Model mean:   7.8810
  Obs mean:     9.2086
  Model std:    4.4148
  Obs std:      3.7188

  Error distribution:
    Min:         -8.9401
    5th pct:      -6.0291
    25th pct:     -3.2066
    Median:       -0.6985
    75th pct:     +0.3801
    95th pct:     +2.2626
    Max:         +13.8816

  Monthly breakdown:
  Month      RMSE      Bias      MAE    Corr
  --------------------------------------------
  Jan      2.8371   -1.4266   2.0192  0.7679
  Feb      2.8114   -1.4545   1.9757  0.7617
  Mar      2.8174   -1.4487   1.9805  0.7521
  Apr      2.8272   -1.4180   2.0019  0.7538
  May      2.8878   -1.3073   2.1116  0.7633
  Jun      3.0450   -1.1444   2.3097  0.7840
  Jul      3.1569   -1.1091   2.4118  0.8114
  Aug      3.1875   -1.1336   2.4507  0.8293
  Sep      3.1092   -1.2443   2.3844  0.8374
  Oct      3.0093   -1.4022   2.2508  0.8306
  Nov      2.9467   -1.4014   2.1566  0.8044
  Dec      2.8862   -1.4573   2.0852  0.7872
  --------------------------------------------
  All      2.9639   -1.3276   2.1791  0.8009