format: '1.1'
variable: SLCA
title: SLCA Profile Validation Statistics
created: '2026-05-29 12:43:09'
area: AMM7
experiment: CMEMS_prof
periods:
- period: 2016-2022
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 12:57:08'
  datasets:
    ICES point observations:
      rmse: 12.921775
      bias: 4.708256
      mae: 6.264337
      correlation: 0.370319
      n_points: 12046
      mean_model: 10.615347
      mean_obs: 5.907091
      std_model: 12.248505
      std_obs: 8.455644
      n_profiles: 6191
      error_distribution:
        min: -223.167183
        p05: -3.893368
        p25: 0.455685
        median: 2.177424
        p75: 5.096204
        p95: 25.2903
        max: 127.415791
      by_depth:
        0-10m:
          n: 6436
          bias: 6.98906
          rmse: 17.128846
          correlation: 0.317951
        10-25m:
          n: 1478
          bias: 2.78475
          rmse: 4.447216
          correlation: 0.674679
        25-50m:
          n: 1445
          bias: 2.314975
          rmse: 3.683887
          correlation: 0.54049
        50-100m:
          n: 911
          bias: 2.048349
          rmse: 3.278333
          correlation: 0.25986
        100-200m:
          n: 468
          bias: 1.376064
          rmse: 2.822293
          correlation: -0.139419
        200-500m:
          n: 438
          bias: 0.831544
          rmse: 3.932608
          correlation: -0.416591
        500-1000m:
          n: 408
          bias: -2.063056
          rmse: 4.289128
          correlation: 0.126137
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 15:17:11'
  datasets:
    ICES point observations:
      rmse: 80.615383
      bias: 11.834283
      mae: 13.513078
      correlation: 0.0407
      n_points: 14393
      mean_model: 17.699083
      mean_obs: 5.8648
      std_model: 79.599768
      std_obs: 9.036637
      n_profiles: 7388
      error_distribution:
        min: -223.167183
        p05: -3.436339
        p25: 0.427279
        median: 2.279832
        p75: 5.681495
        p95: 36.908868
        max: 5349.730035
      by_depth:
        0-10m:
          n: 7713
          bias: 7.794641
          rmse: 23.9388
          correlation: 0.185578
        10-25m:
          n: 1995
          bias: 16.533927
          rmse: 70.851136
          correlation: 0.020977
        25-50m:
          n: 1774
          bias: 32.360845
          rmse: 164.725497
          correlation: 0.027674
        50-100m:
          n: 1025
          bias: 15.404457
          rmse: 173.465748
          correlation: 0.161977
        100-200m:
          n: 540
          bias: 3.714014
          rmse: 10.550075
          correlation: -0.074702
        200-500m:
          n: 457
          bias: 1.107308
          rmse: 4.286202
          correlation: -0.356088
        500-1000m:
          n: 413
          bias: -1.971937
          rmse: 4.307778
          correlation: 0.105513