format: '1.1'
variable: ALK
title: ALK Profile Validation Statistics
created: '2026-05-29 12:43:26'
area: AMM7
experiment: CMEMS_prof
periods:
- period: 2016-2022
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 12:57:33'
  datasets:
    ICES point observations:
      rmse: 439.929012
      bias: -356.57214
      mae: 356.57214
      correlation: 0.12957
      n_points: 2294
      mean_model: 1988.708331
      mean_obs: 2345.280471
      std_model: 256.519007
      std_obs: 74.776321
      n_profiles: 475
      error_distribution:
        min: -1658.177692
        p05: -869.316696
        p25: -421.318638
        median: -222.487469
        p75: -199.182829
        p95: -179.601175
        max: -160.003121
      by_depth:
        0-10m:
          n: 928
          bias: -489.172823
          rmse: 545.605618
          correlation: 0.233196
        10-25m:
          n: 114
          bias: -771.217265
          rmse: 892.427249
          correlation: 0.34315
        25-50m:
          n: 86
          bias: -420.097366
          rmse: 559.520932
          correlation: 0.161279
        50-100m:
          n: 81
          bias: -230.331195
          rmse: 234.170513
          correlation: 0.255935
        100-200m:
          n: 123
          bias: -212.769096
          rmse: 213.556491
          correlation: 0.454915
        200-500m:
          n: 173
          bias: -203.124614
          rmse: 203.316083
          correlation: 0.122904
        500-1000m:
          n: 239
          bias: -210.141042
          rmse: 211.38815
          correlation: 0.23415
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 15:17:44'
  datasets:
    ICES point observations:
      rmse: 434.240267
      bias: -354.148105
      mae: 354.148105
      correlation: 0.057574
      n_points: 2686
      mean_model: 1993.000295
      mean_obs: 2347.148399
      std_model: 244.800017
      std_obs: 72.735723
      n_profiles: 475
      error_distribution:
        min: -1658.177692
        p05: -852.303774
        p25: -425.138903
        median: -222.487469
        p75: -198.075341
        p95: -179.568562
        max: -160.003121
      by_depth:
        0-10m:
          n: 1141
          bias: -483.69106
          rmse: 539.183293
          correlation: 0.150596
        10-25m:
          n: 122
          bias: -737.208694
          rmse: 865.176538
          correlation: 0.356296
        25-50m:
          n: 101
          bias: -389.42834
          rmse: 522.879121
          correlation: 0.174614
        50-100m:
          n: 92
          bias: -228.108181
          rmse: 231.666075
          correlation: 0.269779
        100-200m:
          n: 141
          bias: -211.555399
          rmse: 212.31429
          correlation: 0.471226
        200-500m:
          n: 202
          bias: -202.153055
          rmse: 202.339964
          correlation: 0.096794
        500-1000m:
          n: 278
          bias: -207.61203
          rmse: 208.80669
          correlation: 0.257797