format: '1.1'
variable: DOXY
title: DOXY Profile Validation Statistics
created: '2026-05-29 12:42:18'
area: AMM7
experiment: CMEMS_prof
periods:
- period: 2016-2022
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 12:56:38'
  datasets:
    ICES point observations:
      rmse: 22.393432
      bias: 0.858303
      mae: 16.548555
      correlation: 0.720323
      n_points: 788493
      mean_model: 261.317773
      mean_obs: 260.45947
      std_model: 25.888504
      std_obs: 31.999719
      n_profiles: 8867
      error_distribution:
        min: -265.940891
        p05: -30.113189
        p25: -12.67281
        median: -0.205865
        p75: 13.16361
        p95: 38.03674
        max: 218.308665
      by_depth:
        0-10m:
          n: 72290
          bias: 5.38261
          rmse: 24.04545
          correlation: 0.773129
        10-25m:
          n: 94367
          bias: 5.051545
          rmse: 25.706171
          correlation: 0.656879
        25-50m:
          n: 109714
          bias: 4.418778
          rmse: 26.374929
          correlation: 0.635669
        50-100m:
          n: 111067
          bias: 2.513989
          rmse: 20.947637
          correlation: 0.690345
        100-200m:
          n: 81293
          bias: -3.219569
          rmse: 17.251887
          correlation: 0.660713
        200-500m:
          n: 119756
          bias: -7.012326
          rmse: 18.993433
          correlation: 0.742281
        500-1000m:
          n: 107712
          bias: 6.083367
          rmse: 23.61918
          correlation: 0.876119
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 15:16:21'
  datasets:
    ICES point observations:
      rmse: 25.982507
      bias: 1.518454
      mae: 18.228925
      correlation: 0.675814
      n_points: 968855
      mean_model: 258.895777
      mean_obs: 257.377324
      std_model: 29.504036
      std_obs: 34.076826
      n_profiles: 10067
      error_distribution:
        min: -925.775434
        p05: -31.929909
        p25: -12.254387
        median: 0.697947
        p75: 15.094952
        p95: 44.016351
        max: 218.308665
      by_depth:
        0-10m:
          n: 93782
          bias: 4.821832
          rmse: 24.550564
          correlation: 0.777173
        10-25m:
          n: 114682
          bias: 2.317251
          rmse: 31.152043
          correlation: 0.59466
        25-50m:
          n: 129274
          bias: 1.396287
          rmse: 33.698464
          correlation: 0.538308
        50-100m:
          n: 130004
          bias: 0.343745
          rmse: 24.791292
          correlation: 0.604646
        100-200m:
          n: 97589
          bias: -4.181341
          rmse: 18.332285
          correlation: 0.62962
        200-500m:
          n: 148259
          bias: -5.259217
          rmse: 18.711506
          correlation: 0.743759
        500-1000m:
          n: 144578
          bias: 13.045145
          rmse: 28.466598
          correlation: 0.861038