format: '1.1'
variable: PH
title: PH Profile Validation Statistics
created: '2026-05-29 12:57:24'
area: AMM7
experiment: CMEMS_prof
periods:
- period: 2016-2022
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 12:57:24'
  datasets:
    ICES point observations:
      rmse: 0.286292
      bias: -0.133406
      mae: 0.211351
      correlation: -0.033973
      n_points: 3644
      mean_model: 7.932411
      mean_obs: 8.065817
      std_model: 0.130788
      std_obs: 0.212577
      n_profiles: 2548
      error_distribution:
        min: -1.389168
        p05: -0.536106
        p25: -0.241538
        median: -0.139522
        p75: -0.034716
        p95: 0.204819
        max: 1.451317
      by_depth:
        0-10m:
          n: 2751
          bias: -0.100902
          rmse: 0.282919
          correlation: -0.043227
        10-25m:
          n: 442
          bias: -0.26429
          rmse: 0.338976
          correlation: 0.017329
        25-50m:
          n: 257
          bias: -0.230666
          rmse: 0.292339
          correlation: 0.462699
        50-100m:
          n: 57
          bias: -0.170461
          rmse: 0.176742
          correlation: 0.146264
        100-200m:
          n: 87
          bias: -0.161216
          rmse: 0.1655
          correlation: 0.378383
        200-500m:
          n: 50
          bias: -0.174213
          rmse: 0.17667
          correlation: 0.425394
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 15:17:28'
  datasets:
    ICES point observations:
      rmse: 0.786614
      bias: -0.046759
      mae: 0.307863
      correlation: 0.001266
      n_points: 3985
      mean_model: 8.02054
      mean_obs: 8.067299
      std_model: 0.758415
      std_obs: 0.204767
      n_profiles: 2667
      error_distribution:
        min: -2.03555
        p05: -0.548865
        p25: -0.241809
        median: -0.14138
        p75: -0.030551
        p95: 0.463319
        max: 6.917201
      by_depth:
        0-10m:
          n: 2879
          bias: -0.07921
          rmse: 0.455836
          correlation: -0.002532
        10-25m:
          n: 542
          bias: -0.006668
          rmse: 1.299031
          correlation: -0.00494
        25-50m:
          n: 319
          bias: -0.014643
          rmse: 1.112418
          correlation: 0.035093
        50-100m:
          n: 70
          bias: 0.167082
          rmse: 1.387492
          correlation: -0.034836
        100-200m:
          n: 111
          bias: 0.207356
          rmse: 1.498533
          correlation: -0.137249
        200-500m:
          n: 64
          bias: 0.238805
          rmse: 1.649594
          correlation: -0.230149