format: '1.1'
variable: temp_surface
title: TEMP_SURFACE Validation Statistics
created: '2026-10-07 11:11:45'
area: NSe
experiment: CMEMS/spinup
author: K.B. & R.T.
project: OceanICU
institute: BB
periods:
- period: 2011-2013
  is_all_period: true
  model: pyGETM
  analysed: '2026-10-07 13:59:52'
  datasets:
    OSTIA:
      rmse: 1.115154
      bias: 0.506704
      mae: 0.835964
      correlation: 0.903053
      n_points: 10685740
      mean_model: 11.33169
      mean_obs: 10.824986
      std_model: 3.921061
      std_obs: 3.886565
      error_distribution:
        min: -7.822854
        p05: -0.801784
        p25: -0.016004
        median: 0.453371
        p75: 0.892566
        p95: 1.71414
        max: 8.451395
      monthly:
        Jan:
          variable: temp_surface
          n_points: 907556
          rmse: 1.984233
          bias: 1.614104
          mae: 1.661123
          correlation: 0.89094
          mean_model: 7.855385
          mean_obs: 6.241281
          std_model: 1.994957
          std_obs: 2.492296
          min_diff: -4.51064
          max_diff: 8.451395
          p05_diff: -0.12236
          p25_diff: 0.975155
          p50_diff: 1.444917
          p75_diff: 2.110885
          p95_diff: 3.889308
        Feb:
          variable: temp_surface
          n_points: 819728
          rmse: 1.078937
          bias: 0.727303
          mae: 0.848718
          correlation: 0.934151
          mean_model: 6.788968
          mean_obs: 6.061665
          std_model: 2.130522
          std_obs: 2.229033
          min_diff: -3.317168
          max_diff: 6.343155
          p05_diff: -0.428785
          p25_diff: 0.193704
          p50_diff: 0.721559
          p75_diff: 1.157509
          p95_diff: 2.007496
        Mar:
          variable: temp_surface
          n_points: 907556
          rmse: 0.829952
          bias: 0.444009
          mae: 0.590831
          correlation: 0.94888
          mean_model: 6.483366
          mean_obs: 6.039356
          std_model: 2.109528
          std_obs: 2.221518
          min_diff: -3.725477
          max_diff: 5.897136
          p05_diff: -0.467179
          p25_diff: 0.024006
          p50_diff: 0.388747
          p75_diff: 0.725266
          p95_diff: 1.63493
        Apr:
          variable: temp_surface
          n_points: 878280
          rmse: 0.797725
          bias: 0.336559
          mae: 0.597804
          correlation: 0.933621
          mean_model: 8.529846
          mean_obs: 8.193287
          std_model: 2.017196
          std_obs: 1.854609
          min_diff: -4.395677
          max_diff: 7.317515
          p05_diff: -0.788933
          p25_diff: -0.078827
          p50_diff: 0.30633
          p75_diff: 0.711127
          p95_diff: 1.591523
        May:
          variable: temp_surface
          n_points: 907556
          rmse: 0.900113
          bias: 0.465767
          mae: 0.718864
          correlation: 0.860412
          mean_model: 11.057358
          mean_obs: 10.591591
          std_model: 1.50821
          std_obs: 1.348115
          min_diff: -4.635774
          max_diff: 6.116083
          p05_diff: -0.818822
          p25_diff: 0.03509
          p50_diff: 0.512494
          p75_diff: 0.923443
          p95_diff: 1.636348
        Jun:
          variable: temp_surface
          n_points: 878280
          rmse: 1.363488
          bias: 1.018547
          mae: 1.150345
          correlation: 0.859155
          mean_model: 14.03138
          mean_obs: 13.012833
          std_model: 1.767573
          std_obs: 1.578205
          min_diff: -6.118167
          max_diff: 7.507915
          p05_diff: -0.452317
          p25_diff: 0.443037
          p50_diff: 1.062668
          p75_diff: 1.619865
          p95_diff: 2.420212
        Jul:
          variable: temp_surface
          n_points: 907556
          rmse: 1.495161
          bias: 1.127244
          mae: 1.269596
          correlation: 0.816559
          mean_model: 16.329928
          mean_obs: 15.202684
          std_model: 1.686619
          std_obs: 1.507183
          min_diff: -6.734525
          max_diff: 5.892001
          p05_diff: -0.464798
          p25_diff: 0.545892
          p50_diff: 1.176982
          p75_diff: 1.733821
          p95_diff: 2.654035
        Aug:
          variable: temp_surface
          n_points: 907556
          rmse: 1.214189
          bias: 0.863768
          mae: 1.012878
          correlation: 0.869802
          mean_model: 16.474557
          mean_obs: 15.610789
          std_model: 1.723121
          std_obs: 1.571824
          min_diff: -7.822854
          max_diff: 6.096676
          p05_diff: -0.502318
          p25_diff: 0.390999
          p50_diff: 0.896992
          p75_diff: 1.374635
          p95_diff: 2.12305
        Sep:
          variable: temp_surface
          n_points: 878280
          rmse: 0.736165
          bias: 0.22308
          mae: 0.555344
          correlation: 0.915165
          mean_model: 14.793235
          mean_obs: 14.570155
          std_model: 1.726027
          std_obs: 1.489367
          min_diff: -5.860069
          max_diff: 4.638748
          p05_diff: -0.905807
          p25_diff: -0.168308
          p50_diff: 0.229708
          p75_diff: 0.629819
          p95_diff: 1.294281
        Oct:
          variable: temp_surface
          n_points: 907556
          rmse: 0.662046
          bias: -0.104877
          mae: 0.492147
          correlation: 0.946009
          mean_model: 13.015071
          mean_obs: 13.119948
          std_model: 1.980774
          std_obs: 1.751046
          min_diff: -4.908404
          max_diff: 4.109727
          p05_diff: -1.192808
          p25_diff: -0.466865
          p50_diff: -0.088283
          p75_diff: 0.282448
          p95_diff: 0.869591
        Nov:
          variable: temp_surface
          n_points: 878280
          rmse: 0.65379
          bias: -0.195542
          mae: 0.498253
          correlation: 0.93307
          mean_model: 11.314346
          mean_obs: 11.509888
          std_model: 1.731933
          std_obs: 1.649422
          min_diff: -5.312253
          max_diff: 4.310019
          p05_diff: -1.220524
          p25_diff: -0.570037
          p50_diff: -0.178696
          p75_diff: 0.177946
          p95_diff: 0.787026
        Dec:
          variable: temp_surface
          n_points: 907556
          rmse: 0.808223
          bias: -0.438945
          mae: 0.619413
          correlation: 0.929055
          mean_model: 8.975036
          mean_obs: 9.41398
          std_model: 1.834376
          std_obs: 1.710566
          min_diff: -5.632696
          max_diff: 4.769607
          p05_diff: -1.635039
          p25_diff: -0.863189
          p50_diff: -0.365157
          p75_diff: 0.015096
          p95_diff: 0.565584
- period: '2011'
  is_all_period: false
  model: pyGETM
  analysed: '2026-10-07 13:59:52'
  datasets:
    OSTIA:
      rmse: 1.115154
      bias: 0.506704
      mae: 0.835964
      correlation: 0.903053
      n_points: 10685740
      mean_model: 11.33169
      mean_obs: 10.824986
      std_model: 3.921061
      std_obs: 3.886565
      error_distribution:
        min: -7.822854
        p05: -0.801784
        p25: -0.016004
        median: 0.453371
        p75: 0.892566
        p95: 1.71414
        max: 8.451395