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PHOS Profile Validation Statistics
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  Format:     1.1
  Created:    2026-05-29 12:42:54
  Area:         AMM7
  Experiment:   CMEMS_prof
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================================================================================
Period: 2016-2022  |  Model: pyGETM
================================================================================
Analysed: 2026-05-29  12:56:58

--- ICES point observations ---
  RMSE:          0.4875
  Bias:         -0.0522
  MAE:           0.2134
  Correlation:   0.5182
  N points:      12,705
  N profiles:    6,166
  Model mean:   0.5518
  Obs mean:     0.6039
  Model std:    0.3080
  Obs std:      0.5665

  Error distribution:
    Min:         -12.9906
    5th pct:      -0.3922
    25th pct:     -0.1232
    Median:       -0.0167
    75th pct:     +0.0968
    95th pct:     +0.4117
    Max:         +1.2841

  Statistics by depth:
  Depth               N        Bias        RMSE      Corr
  ------------------------------------------------------
  0-10m           6,471     -0.0116      0.4149    0.3373
  10-25m          1,472     +0.0606      0.2413    0.5692
  25-50m          1,327     -0.0007      0.2995    0.2395
  50-100m           876     -0.1359      0.4394    0.3638
  100-200m          550     -0.1842      0.4711    0.4350
  200-500m          507     -0.3429      0.9172    0.2174
  500-1000m         535     -0.4458      1.2672    0.0601

================================================================================
Period: 2016-2023  |  Model: pyGETM
================================================================================
Analysed: 2026-05-29  15:16:56

--- ICES point observations ---
  RMSE:          0.4700
  Bias:         -0.0315
  MAE:           0.2150
  Correlation:   0.4898
  N points:      15,065
  N profiles:    7,364
  Model mean:   0.5467
  Obs mean:     0.5782
  Model std:    0.3052
  Obs std:      0.5357

  Error distribution:
    Min:         -12.9906
    5th pct:      -0.3779
    25th pct:     -0.1195
    Median:       -0.0094
    75th pct:     +0.1132
    95th pct:     +0.4419
    Max:         +4.7662

  Statistics by depth:
  Depth               N        Bias        RMSE      Corr
  ------------------------------------------------------
  0-10m           7,749     -0.0160      0.3956    0.3473
  10-25m          2,001     +0.1060      0.2831    0.4364
  25-50m          1,656     +0.0554      0.3570    0.0269
  50-100m           990     -0.0953      0.4608    0.1674
  100-200m          622     -0.1671      0.4459    0.3925
  200-500m          526     -0.3326      0.9014    0.2164
  500-1000m         540     -0.4417      1.2614    0.0552