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DOXY Profile Validation Statistics
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  Format:     1.1
  Created:    2026-05-29 12:42:18
  Area:         AMM7
  Experiment:   CMEMS_prof
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================================================================================
Period: 2016-2022  |  Model: pyGETM
================================================================================
Analysed: 2026-05-29  12:56:38

--- ICES point observations ---
  RMSE:          22.3934
  Bias:         +0.8583
  MAE:           16.5486
  Correlation:   0.7203
  N points:      788,493
  N profiles:    8,867
  Model mean:   261.3178
  Obs mean:     260.4595
  Model std:    25.8885
  Obs std:      31.9997

  Error distribution:
    Min:         -265.9409
    5th pct:      -30.1132
    25th pct:     -12.6728
    Median:       -0.2059
    75th pct:     +13.1636
    95th pct:     +38.0367
    Max:         +218.3087

  Statistics by depth:
  Depth               N        Bias        RMSE      Corr
  ------------------------------------------------------
  0-10m          72,290     +5.3826     24.0454    0.7731
  10-25m         94,367     +5.0515     25.7062    0.6569
  25-50m        109,714     +4.4188     26.3749    0.6357
  50-100m       111,067     +2.5140     20.9476    0.6903
  100-200m       81,293     -3.2196     17.2519    0.6607
  200-500m      119,756     -7.0123     18.9934    0.7423
  500-1000m     107,712     +6.0834     23.6192    0.8761

================================================================================
Period: 2016-2023  |  Model: pyGETM
================================================================================
Analysed: 2026-05-29  15:16:21

--- ICES point observations ---
  RMSE:          25.9825
  Bias:         +1.5185
  MAE:           18.2289
  Correlation:   0.6758
  N points:      968,855
  N profiles:    10,067
  Model mean:   258.8958
  Obs mean:     257.3773
  Model std:    29.5040
  Obs std:      34.0768

  Error distribution:
    Min:         -925.7754
    5th pct:      -31.9299
    25th pct:     -12.2544
    Median:       +0.6979
    75th pct:     +15.0950
    95th pct:     +44.0164
    Max:         +218.3087

  Statistics by depth:
  Depth               N        Bias        RMSE      Corr
  ------------------------------------------------------
  0-10m          93,782     +4.8218     24.5506    0.7772
  10-25m        114,682     +2.3173     31.1520    0.5947
  25-50m        129,274     +1.3963     33.6985    0.5383
  50-100m       130,004     +0.3437     24.7913    0.6046
  100-200m       97,589     -4.1813     18.3323    0.6296
  200-500m      148,259     -5.2592     18.7115    0.7438
  500-1000m     144,578    +13.0451     28.4666    0.8610