format: '1.1'
variable: PSAL
title: PSAL Profile Validation Statistics
created: '2026-05-29 12:50:20'
area: AMM7
experiment: CMEMS
periods:
- period: 2016-2022
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 12:50:20'
  datasets:
    ICES point observations:
      rmse: 0.86931
      bias: -0.079039
      mae: 0.357079
      correlation: 0.830948
      n_points: 3994080
      mean_model: 34.732464
      mean_obs: 34.811503
      std_model: 1.553447
      std_obs: 1.240781
      n_profiles: 28533
      error_distribution:
        min: -16.052028
        p05: -1.507265
        p25: -0.013114
        median: 0.08615
        p75: 0.19679
        p95: 0.39953
        max: 35.363032
      by_depth:
        0-10m:
          n: 253019
          bias: -0.61669
          rmse: 2.431832
          correlation: 0.803559
        10-25m:
          n: 378314
          bias: -0.507803
          rmse: 1.466507
          correlation: 0.818956
        25-50m:
          n: 515654
          bias: -0.243463
          rmse: 0.934003
          correlation: 0.809244
        50-100m:
          n: 694512
          bias: -0.048126
          rmse: 0.514387
          correlation: 0.801122
        100-200m:
          n: 607268
          bias: 0.052796
          rmse: 0.229992
          correlation: 0.775604
        200-500m:
          n: 686298
          bias: 0.119612
          rmse: 0.164208
          correlation: 0.785711
        500-1000m:
          n: 509815
          bias: 0.076209
          rmse: 0.137464
          correlation: 0.901065
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 15:32:24'
  datasets:
    ICES point observations:
      rmse: 1.020892
      bias: -0.125776
      mae: 0.400974
      correlation: 0.819051
      n_points: 4478542
      mean_model: 34.655997
      mean_obs: 34.781774
      std_model: 1.761522
      std_obs: 1.371741
      n_profiles: 32071
      error_distribution:
        min: -34.914286
        p05: -1.776637
        p25: -0.027557
        median: 0.077978
        p75: 0.194875
        p95: 0.394587
        max: 35.363032
      by_depth:
        0-10m:
          n: 287144
          bias: -0.766084
          rmse: 2.737689
          correlation: 0.795226
        10-25m:
          n: 420745
          bias: -0.666426
          rmse: 1.803331
          correlation: 0.794668
        25-50m:
          n: 567989
          bias: -0.348271
          rmse: 1.175879
          correlation: 0.778281
        50-100m:
          n: 763824
          bias: -0.087924
          rmse: 0.599135
          correlation: 0.780963
        100-200m:
          n: 681882
          bias: 0.048056
          rmse: 0.239162
          correlation: 0.767391
        200-500m:
          n: 782467
          bias: 0.119066
          rmse: 0.16688
          correlation: 0.766835
        500-1000m:
          n: 586611
          bias: 0.064061
          rmse: 0.13838
          correlation: 0.867742