format: '1.1'
variable: temp
title: TEMP Validation Statistics
created: '2026-05-04 08:53:34'
area: NS
experiment: CMEMS
author: KB
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-07 07:44:30'
  datasets:
    WOA:
      rmse: 1.670736
      bias: 1.018753
      mae: 1.218568
      correlation: 0.915878
      n_points: 13890240
      mean_model: 10.017617
      mean_obs: 8.998864
      std_model: 3.201722
      std_obs: 2.613992
      error_distribution:
        min: -6.644201
        p05: -0.717553
        p25: 0.221034
        median: 0.837003
        p75: 1.552752
        p95: 3.546969
        max: 13.198541
      monthly:
        Jan:
          variable: Jan
          n_points: 1157520
          rmse: 1.16786
          bias: 0.918835
          mae: 0.993525
          correlation: 0.808566
          mean_model: 8.303953
          mean_obs: 7.385118
          std_model: 1.167714
          std_obs: 1.162226
          min_diff: -3.676407
          max_diff: 3.822076
          p05_diff: -0.229689
          p25_diff: 0.46561
          p50_diff: 0.89497
          p75_diff: 1.401068
          p95_diff: 2.088439
        Feb:
          variable: Feb
          n_points: 1157520
          rmse: 1.09936
          bias: 0.724143
          mae: 0.907588
          correlation: 0.796598
          mean_model: 7.483541
          mean_obs: 6.759398
          std_model: 1.278225
          std_obs: 1.313437
          min_diff: -4.033469
          max_diff: 3.866597
          p05_diff: -0.678807
          p25_diff: 0.224235
          p50_diff: 0.74682
          p75_diff: 1.252871
          p95_diff: 2.05159
        Mar:
          variable: Mar
          n_points: 1157520
          rmse: 1.126096
          bias: 0.786457
          mae: 0.958747
          correlation: 0.786256
          mean_model: 7.161965
          mean_obs: 6.375508
          std_model: 1.240003
          std_obs: 1.224993
          min_diff: -3.817943
          max_diff: 3.762237
          p05_diff: -0.678093
          p25_diff: 0.332261
          p50_diff: 0.845946
          p75_diff: 1.322766
          p95_diff: 1.988748
        Apr:
          variable: Apr
          n_points: 1157520
          rmse: 1.123817
          bias: 0.877458
          mae: 0.965366
          correlation: 0.785006
          mean_model: 7.624553
          mean_obs: 6.747094
          std_model: 1.066959
          std_obs: 1.074537
          min_diff: -2.522032
          max_diff: 4.473926
          p05_diff: -0.349004
          p25_diff: 0.433142
          p50_diff: 0.930636
          p75_diff: 1.349041
          p95_diff: 1.953459
        May:
          variable: May
          n_points: 1157520
          rmse: 1.663592
          bias: 1.254868
          mae: 1.312139
          correlation: 0.738603
          mean_model: 8.927878
          mean_obs: 7.673011
          std_model: 1.617357
          std_obs: 1.258068
          min_diff: -2.119316
          max_diff: 10.211728
          p05_diff: -0.200905
          p25_diff: 0.524588
          p50_diff: 1.068149
          p75_diff: 1.826699
          p95_diff: 3.219023
        Jun:
          variable: Jun
          n_points: 1157520
          rmse: 2.517823
          bias: 1.707003
          mae: 1.824113
          correlation: 0.848689
          mean_model: 10.830536
          mean_obs: 9.123533
          std_model: 3.137859
          std_obs: 1.843714
          min_diff: -2.217356
          max_diff: 13.198541
          p05_diff: -0.468755
          p25_diff: 0.351918
          p50_diff: 1.138081
          p75_diff: 2.913455
          p95_diff: 5.159223
        Jul:
          variable: Jul
          n_points: 1157520
          rmse: 2.720561
          bias: 1.84895
          mae: 2.034987
          correlation: 0.901491
          mean_model: 12.158877
          mean_obs: 10.309928
          std_model: 3.961911
          std_obs: 2.550539
          min_diff: -4.250675
          max_diff: 12.511001
          p05_diff: -0.716152
          p25_diff: 0.342545
          p50_diff: 1.367975
          p75_diff: 3.199033
          p95_diff: 5.549345
        Aug:
          variable: Aug
          n_points: 1157520
          rmse: 2.344207
          bias: 1.533634
          mae: 1.819315
          correlation: 0.930759
          mean_model: 12.924549
          mean_obs: 11.390915
          std_model: 4.15646
          std_obs: 2.955612
          min_diff: -6.644201
          max_diff: 12.357328
          p05_diff: -0.995979
          p25_diff: 0.252708
          p50_diff: 1.341826
          p75_diff: 2.680216
          p95_diff: 4.628374
        Sep:
          variable: Sep
          n_points: 1157520
          rmse: 1.770389
          bias: 1.052831
          mae: 1.397971
          correlation: 0.927162
          mean_model: 12.785178
          mean_obs: 11.732347
          std_model: 3.502841
          std_obs: 2.696804
          min_diff: -6.473294
          max_diff: 9.836682
          p05_diff: -1.126692
          p25_diff: 0.097226
          p50_diff: 1.013372
          p75_diff: 1.926842
          p95_diff: 3.414909
        Oct:
          variable: Oct
          n_points: 1157520
          rmse: 1.202807
          bias: 0.553357
          mae: 0.926603
          correlation: 0.898259
          mean_model: 11.87308
          mean_obs: 11.319724
          std_model: 2.388261
          std_obs: 1.94789
          min_diff: -5.18774
          max_diff: 6.221906
          p05_diff: -1.097543
          p25_diff: -0.131432
          p50_diff: 0.481254
          p75_diff: 1.218898
          p95_diff: 2.391605
        Nov:
          variable: Nov
          n_points: 1157520
          rmse: 1.110664
          bias: 0.693737
          mae: 0.875671
          correlation: 0.843279
          mean_model: 10.747447
          mean_obs: 10.05371
          std_model: 1.556853
          std_obs: 1.084565
          min_diff: -3.908002
          max_diff: 4.590863
          p05_diff: -0.659204
          p25_diff: 0.152799
          p50_diff: 0.624715
          p75_diff: 1.227857
          p95_diff: 2.208107
        Dec:
          variable: Dec
          n_points: 1157520
          rmse: 0.757906
          bias: 0.273763
          mae: 0.606793
          correlation: 0.797833
          mean_model: 9.389845
          mean_obs: 9.116081
          std_model: 1.163745
          std_obs: 1.013538
          min_diff: -4.46931
          max_diff: 2.891838
          p05_diff: -0.86753
          p25_diff: -0.190079
          p50_diff: 0.298794
          p75_diff: 0.762013
          p95_diff: 1.394054