format: '1.1'
variable: PSAL
title: PSAL Profile Validation Statistics
created: '2026-05-04 08:33:44'
area: NS
experiment: CMEMS
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-07 07:47:45'
  datasets:
    ICES point observations:
      rmse: 2.919288
      bias: -0.851862
      mae: 1.170273
      correlation: 0.952654
      n_points: 2237954
      mean_model: 31.322461
      mean_obs: 32.174323
      std_model: 8.113209
      std_obs: 6.420991
      n_profiles: 27972
      error_distribution:
        min: -25.922058
        p05: -7.594544
        p25: -0.331193
        median: -0.015664
        p75: 0.103543
        p95: 0.688978
        max: 34.156409
      by_depth:
        0-10m:
          n: 389613
          bias: -2.4538
          rmse: 4.838945
          correlation: 0.936672
        10-25m:
          n: 412998
          bias: -1.99754
          rmse: 4.590058
          correlation: 0.927256
        25-50m:
          n: 407979
          bias: -0.303007
          rmse: 1.700575
          correlation: 0.921517
        50-100m:
          n: 463619
          bias: -0.029155
          rmse: 0.347921
          correlation: 0.76667
        100-200m:
          n: 324278
          bias: 0.019763
          rmse: 0.179958
          correlation: 0.626834
        200-500m:
          n: 224657
          bias: 0.020824
          rmse: 0.08449
          correlation: 0.342645
        500-1000m:
          n: 14810
          bias: 0.042893
          rmse: 0.060669
          correlation: 0.283157