format: '1.1'
variable: PSAL
title: PSAL Profile Validation Statistics
created: '2026-05-04 11:51:39'
area: NS
experiment: ObsKd
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-04 12:41:44'
  datasets:
    ICES point observations:
      rmse: 2.643433
      bias: 0.573954
      mae: 1.268017
      correlation: 0.953088
      n_points: 2239479
      mean_model: 32.741158
      mean_obs: 32.167204
      std_model: 4.43208
      std_obs: 6.42837
      n_profiles: 27982
      error_distribution:
        min: -17.160463
        p05: -1.161656
        p25: -0.528074
        median: -0.184985
        p75: 0.138632
        p95: 7.441838
        max: 33.67545
      by_depth:
        0-10m:
          n: 391138
          bias: 3.369356
          rmse: 5.392851
          correlation: 0.924756
        10-25m:
          n: 412998
          bias: 0.8098
          rmse: 2.841208
          correlation: 0.953755
        25-50m:
          n: 407979
          bias: -0.201372
          rmse: 1.349075
          correlation: 0.956598
        50-100m:
          n: 463619
          bias: -0.341369
          rmse: 0.546878
          correlation: 0.593183
        100-200m:
          n: 324278
          bias: -0.272722
          rmse: 0.38144
          correlation: 0.592857
        200-500m:
          n: 224657
          bias: -0.160255
          rmse: 0.21931
          correlation: 0.629838
        500-1000m:
          n: 14810
          bias: -0.142442
          rmse: 0.165625
          correlation: 0.608398