format: '1.1'
variable: PSAL
title: PSAL Profile Validation Statistics
created: '2026-05-05 09:34:58'
area: AMM7
experiment: ObsKd
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-07 07:32:29'
  datasets:
    ICES point observations:
      rmse: 1.056343
      bias: 0.231208
      mae: 0.324346
      correlation: 0.679386
      n_points: 4479563
      mean_model: 35.011707
      mean_obs: 34.780498
      std_model: 0.747833
      std_obs: 1.380582
      n_profiles: 32134
      error_distribution:
        min: -34.425378
        p05: -0.235921
        p25: -0.000767
        median: 0.114783
        p75: 0.237293
        p95: 0.71069
        max: 34.516334
      by_depth:
        0-10m:
          n: 288165
          bias: 1.314689
          rmse: 3.646082
          correlation: 0.5575
        10-25m:
          n: 420745
          bias: 0.500401
          rmse: 1.443435
          correlation: 0.680541
        25-50m:
          n: 567989
          bias: 0.204591
          rmse: 0.526776
          correlation: 0.764168
        50-100m:
          n: 763824
          bias: 0.144295
          rmse: 0.298265
          correlation: 0.79171
        100-200m:
          n: 681882
          bias: 0.089444
          rmse: 0.180302
          correlation: 0.808799
        200-500m:
          n: 782467
          bias: 0.103801
          rmse: 0.145602
          correlation: 0.831519
        500-1000m:
          n: 586611
          bias: 0.062463
          rmse: 0.132634
          correlation: 0.889658