format: '1.1'
variable: temp_surface
title: TEMP_SURFACE Validation Statistics
created: '2026-05-06 10:52:36'
area: AMM7
experiment: NetSW_LW
author: RT
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.941546
      bias: 0.420804
      mae: 0.739834
      correlation: 0.962714
      n_points: 151821276
      mean_model: 12.291548
      mean_obs: 11.870744
      std_model: 3.908034
      std_obs: 3.813303
      error_distribution:
        min: -12.981714
        p05: -0.906125
        p25: -0.074243
        median: 0.432408
        p75: 0.940394
        p95: 1.701762
        max: 9.25656
      monthly:
        Jan:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.056369
          bias: 0.440917
          mae: 0.822736
          correlation: 0.94849
          mean_model: 9.922927
          mean_obs: 9.48201
          std_model: 2.97215
          std_obs: 2.632231
          min_diff: -6.984949
          max_diff: 9.061123
          p05_diff: -0.985642
          p25_diff: -0.182404
          p50_diff: 0.422497
          p75_diff: 1.079043
          p95_diff: 1.944153
        Feb:
          variable: temp_surface
          n_points: 11742508
          rmse: 1.031773
          bias: 0.41609
          mae: 0.785067
          correlation: 0.952484
          mean_model: 9.368333
          mean_obs: 8.952243
          std_model: 3.031593
          std_obs: 2.690638
          min_diff: -6.111841
          max_diff: 8.940621
          p05_diff: -0.962116
          p25_diff: -0.174889
          p50_diff: 0.383067
          p75_diff: 1.004281
          p95_diff: 1.888247
        Mar:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.965107
          bias: 0.36363
          mae: 0.731749
          correlation: 0.957216
          mean_model: 9.194135
          mean_obs: 8.830504
          std_model: 3.017617
          std_obs: 2.696963
          min_diff: -6.601971
          max_diff: 7.943793
          p05_diff: -0.952902
          p25_diff: -0.172723
          p50_diff: 0.345985
          p75_diff: 0.908993
          p95_diff: 1.737632
        Apr:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.86324
          bias: 0.295726
          mae: 0.663857
          correlation: 0.965217
          mean_model: 9.731745
          mean_obs: 9.436019
          std_model: 2.973991
          std_obs: 2.640011
          min_diff: -5.510533
          max_diff: 6.752508
          p05_diff: -0.976498
          p25_diff: -0.168781
          p50_diff: 0.309447
          p75_diff: 0.7955
          p95_diff: 1.531721
        May:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.824798
          bias: 0.355839
          mae: 0.651417
          correlation: 0.97018
          mean_model: 11.263334
          mean_obs: 10.907496
          std_model: 3.023172
          std_obs: 2.803769
          min_diff: -12.214066
          max_diff: 6.15092
          p05_diff: -0.861862
          p25_diff: -0.075403
          p50_diff: 0.391137
          p75_diff: 0.825582
          p95_diff: 1.476918
        Jun:
          variable: temp_surface
          n_points: 12469920
          rmse: 1.01941
          bias: 0.531242
          mae: 0.808988
          correlation: 0.959344
          mean_model: 13.840748
          mean_obs: 13.309506
          std_model: 2.989992
          std_obs: 3.080145
          min_diff: -12.981714
          max_diff: 7.027802
          p05_diff: -0.924819
          p25_diff: 0.052638
          p50_diff: 0.5567
          p75_diff: 1.051053
          p95_diff: 1.874369
        Jul:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.060655
          bias: 0.554971
          mae: 0.842331
          correlation: 0.957978
          mean_model: 15.587102
          mean_obs: 15.032131
          std_model: 2.920831
          std_obs: 3.137288
          min_diff: -11.821
          max_diff: 7.961962
          p05_diff: -0.948177
          p25_diff: 0.057279
          p50_diff: 0.584878
          p75_diff: 1.07931
          p95_diff: 1.961096
        Aug:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.959059
          bias: 0.424874
          mae: 0.74137
          correlation: 0.961662
          mean_model: 16.224127
          mean_obs: 15.799252
          std_model: 2.953489
          std_obs: 3.128779
          min_diff: -8.055009
          max_diff: 7.531004
          p05_diff: -0.992182
          p25_diff: -0.042098
          p50_diff: 0.441422
          p75_diff: 0.913742
          p95_diff: 1.760812
        Sep:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.797023
          bias: 0.296102
          mae: 0.619326
          correlation: 0.974089
          mean_model: 15.431972
          mean_obs: 15.135869
          std_model: 3.188279
          std_obs: 3.271827
          min_diff: -7.331352
          max_diff: 7.247626
          p05_diff: -0.907491
          p25_diff: -0.150693
          p50_diff: 0.30795
          p75_diff: 0.75141
          p95_diff: 1.452687
        Oct:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.78894
          bias: 0.33376
          mae: 0.622239
          correlation: 0.974473
          mean_model: 13.728004
          mean_obs: 13.394244
          std_model: 3.162883
          std_obs: 3.164634
          min_diff: -5.829577
          max_diff: 5.225108
          p05_diff: -0.824659
          p25_diff: -0.119296
          p50_diff: 0.343223
          p75_diff: 0.782196
          p95_diff: 1.477424
        Nov:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.92224
          bias: 0.474107
          mae: 0.740834
          correlation: 0.964691
          mean_model: 12.134459
          mean_obs: 11.660352
          std_model: 2.994686
          std_obs: 2.828789
          min_diff: -6.591662
          max_diff: 7.069063
          p05_diff: -0.820293
          p25_diff: -0.040658
          p50_diff: 0.490245
          p75_diff: 0.987043
          p95_diff: 1.73188
        Dec:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.063262
          bias: 0.559191
          mae: 0.848029
          correlation: 0.954382
          mean_model: 10.87601
          mean_obs: 10.316819
          std_model: 2.972196
          std_obs: 2.662698
          min_diff: -6.711946
          max_diff: 9.25656
          p05_diff: -0.876414
          p25_diff: -0.025974
          p50_diff: 0.564606
          p75_diff: 1.160698
          p95_diff: 1.944739
    CCI-SST:
      rmse: 0.92828
      bias: 0.400564
      mae: 0.728755
      correlation: 0.962068
      n_points: 197655640
      mean_model: 12.47646
      mean_obs: 12.075923
      std_model: 3.791896
      std_obs: 3.750944
      error_distribution:
        min: -14.356458
        p05: -0.909683
        p25: -0.116701
        median: 0.40337
        p75: 0.924904
        p95: 1.69194
        max: 9.353168
      monthly:
        Jan:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.016133
          bias: 0.409701
          mae: 0.783892
          correlation: 0.94899
          mean_model: 10.238829
          mean_obs: 9.829197
          std_model: 2.927543
          std_obs: 2.665747
          min_diff: -7.387793
          max_diff: 8.184855
          p05_diff: -0.952095
          p25_diff: -0.212733
          p50_diff: 0.359485
          p75_diff: 1.017669
          p95_diff: 1.924466
        Feb:
          variable: temp_surface
          n_points: 15287454
          rmse: 0.993056
          bias: 0.408104
          mae: 0.752483
          correlation: 0.953115
          mean_model: 9.730677
          mean_obs: 9.322713
          std_model: 2.972133
          std_obs: 2.728761
          min_diff: -7.919001
          max_diff: 8.544373
          p05_diff: -0.891368
          p25_diff: -0.179908
          p50_diff: 0.353638
          p75_diff: 0.963992
          p95_diff: 1.868411
        Mar:
          variable: temp_surface
          n_points: 16775702
          rmse: 0.946508
          bias: 0.379254
          mae: 0.719924
          correlation: 0.956759
          mean_model: 9.568365
          mean_obs: 9.189193
          std_model: 2.958466
          std_obs: 2.723269
          min_diff: -7.642144
          max_diff: 7.45333
          p05_diff: -0.88193
          p25_diff: -0.16297
          p50_diff: 0.350603
          p75_diff: 0.909323
          p95_diff: 1.749457
        Apr:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.846624
          bias: 0.305941
          mae: 0.654105
          correlation: 0.964007
          mean_model: 10.058906
          mean_obs: 9.753018
          std_model: 2.914228
          std_obs: 2.658269
          min_diff: -6.850939
          max_diff: 6.13631
          p05_diff: -0.909189
          p25_diff: -0.176599
          p50_diff: 0.30676
          p75_diff: 0.796857
          p95_diff: 1.549218
        May:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.818074
          bias: 0.362352
          mae: 0.645899
          correlation: 0.968563
          mean_model: 11.475453
          mean_obs: 11.113115
          std_model: 2.942677
          std_obs: 2.804932
          min_diff: -12.029629
          max_diff: 6.472128
          p05_diff: -0.826199
          p25_diff: -0.077984
          p50_diff: 0.387091
          p75_diff: 0.830887
          p95_diff: 1.484241
        Jun:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.999223
          bias: 0.503896
          mae: 0.792646
          correlation: 0.958241
          mean_model: 13.871209
          mean_obs: 13.367288
          std_model: 2.884058
          std_obs: 3.017318
          min_diff: -14.356458
          max_diff: 7.062985
          p05_diff: -0.940335
          p25_diff: 0.031823
          p50_diff: 0.535337
          p75_diff: 1.02483
          p95_diff: 1.819074
        Jul:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.028467
          bias: 0.526396
          mae: 0.817691
          correlation: 0.959082
          mean_model: 15.569554
          mean_obs: 15.04313
          std_model: 2.853215
          std_obs: 3.094324
          min_diff: -11.674532
          max_diff: 7.79401
          p05_diff: -0.955899
          p25_diff: 0.029965
          p50_diff: 0.564369
          p75_diff: 1.044176
          p95_diff: 1.87602
        Aug:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.954679
          bias: 0.414073
          mae: 0.739844
          correlation: 0.962587
          mean_model: 16.231949
          mean_obs: 15.817849
          std_model: 2.929521
          std_obs: 3.151283
          min_diff: -9.170906
          max_diff: 8.060725
          p05_diff: -1.027777
          p25_diff: -0.061983
          p50_diff: 0.430894
          p75_diff: 0.910779
          p95_diff: 1.745988
        Sep:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.815448
          bias: 0.271778
          mae: 0.633945
          correlation: 0.972952
          mean_model: 15.492737
          mean_obs: 15.220938
          std_model: 3.181844
          std_obs: 3.321245
          min_diff: -7.692666
          max_diff: 6.754198
          p05_diff: -0.987246
          p25_diff: -0.199857
          p50_diff: 0.271655
          p75_diff: 0.758815
          p95_diff: 1.482775
        Oct:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.81185
          bias: 0.29143
          mae: 0.640115
          correlation: 0.972431
          mean_model: 13.85101
          mean_obs: 13.559578
          std_model: 3.175405
          std_obs: 3.248721
          min_diff: -6.796635
          max_diff: 6.950483
          p05_diff: -0.933474
          p25_diff: -0.203015
          p50_diff: 0.295382
          p75_diff: 0.782535
          p95_diff: 1.502329
        Nov:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.91482
          bias: 0.418773
          mae: 0.730421
          correlation: 0.962504
          mean_model: 12.309646
          mean_obs: 11.890895
          std_model: 2.998241
          std_obs: 2.889731
          min_diff: -6.388785
          max_diff: 7.104967
          p05_diff: -0.893607
          p25_diff: -0.135248
          p50_diff: 0.423111
          p75_diff: 0.960202
          p95_diff: 1.728383
        Dec:
          variable: temp_surface
          n_points: 16775684
          rmse: 1.051943
          bias: 0.512453
          mae: 0.832847
          correlation: 0.95109
          mean_model: 11.134516
          mean_obs: 10.622119
          std_model: 2.956269
          std_obs: 2.711731
          min_diff: -7.945211
          max_diff: 9.353168
          p05_diff: -0.929378
          p25_diff: -0.113403
          p50_diff: 0.502266
          p75_diff: 1.129715
          p95_diff: 1.959356
- period: '2016'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.848786
      bias: 0.146426
      mae: 0.658998
      correlation: 0.960248
      n_points: 19016628
      mean_model: 12.019954
      mean_obs: 11.873528
      std_model: 3.881758
      std_obs: 3.739195
      error_distribution:
        min: -10.890314
        p05: -1.149379
        p25: -0.326468
        median: 0.176248
        p75: 0.692857
        p95: 1.42246
        max: 6.828186
    CCI-SST:
      rmse: 0.81021
      bias: 0.145423
      mae: 0.627953
      correlation: 0.963301
      n_points: 24757704
      mean_model: 12.196735
      mean_obs: 12.05134
      std_model: 3.765535
      std_obs: 3.726592
      error_distribution:
        min: -10.85503
        p05: -1.108362
        p25: -0.30377
        median: 0.176361
        p75: 0.66704
        p95: 1.358987
        max: 7.431633
- period: '2017'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.912197
      bias: 0.418761
      mae: 0.72035
      correlation: 0.962844
      n_points: 18964670
      mean_model: 12.316182
      mean_obs: 11.897421
      std_model: 3.727297
      std_obs: 3.655781
      error_distribution:
        min: -6.711946
        p05: -0.884702
        p25: -0.06545
        median: 0.439421
        p75: 0.946208
        p95: 1.717442
        max: 9.25656
    CCI-SST:
      rmse: 0.883629
      bias: 0.384213
      mae: 0.696672
      correlation: 0.963964
      n_points: 24690059
      mean_model: 12.510497
      mean_obs: 12.126311
      std_model: 3.645694
      std_obs: 3.629038
      error_distribution:
        min: -7.945211
        p05: -0.911685
        p25: -0.10686
        median: 0.393884
        p75: 0.905264
        p95: 1.66143
        max: 7.116763
- period: '2018'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 1.006093
      bias: 0.51272
      mae: 0.793543
      correlation: 0.96149
      n_points: 18964670
      mean_model: 12.15663
      mean_obs: 11.64391
      std_model: 4.055267
      std_obs: 3.984365
      error_distribution:
        min: -12.214066
        p05: -0.862745
        p25: -0.009515
        median: 0.526261
        p75: 1.054756
        p95: 1.853646
        max: 8.841633
    CCI-SST:
      rmse: 0.991614
      bias: 0.533623
      mae: 0.778598
      correlation: 0.963141
      n_points: 24690050
      mean_model: 12.337712
      mean_obs: 11.804105
      std_model: 3.906355
      std_obs: 3.847574
      error_distribution:
        min: -12.029629
        p05: -0.752805
        p25: 0.020678
        median: 0.532883
        p75: 1.058075
        p95: 1.869268
        max: 7.45333
- period: '2019'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.933765
      bias: 0.492891
      mae: 0.738425
      correlation: 0.966127
      n_points: 18964670
      mean_model: 12.25604
      mean_obs: 11.763149
      std_model: 3.789483
      std_obs: 3.681743
      error_distribution:
        min: -8.02167
        p05: -0.761261
        p25: 0.010622
        median: 0.50208
        p75: 1.013775
        p95: 1.746629
        max: 7.61837
    CCI-SST:
      rmse: 0.941676
      bias: 0.506822
      mae: 0.744915
      correlation: 0.963972
      n_points: 24690060
      mean_model: 12.458911
      mean_obs: 11.952111
      std_model: 3.679893
      std_obs: 3.617721
      error_distribution:
        min: -9.767824
        p05: -0.727229
        p25: -0.00942
        median: 0.508692
        p75: 1.04208
        p95: 1.783384
        max: 6.975587
- period: '2020'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.941183
      bias: 0.448803
      mae: 0.734127
      correlation: 0.964155
      n_points: 19016628
      mean_model: 12.228177
      mean_obs: 11.779375
      std_model: 3.789171
      std_obs: 3.678296
      error_distribution:
        min: -9.901714
        p05: -0.831629
        p25: -0.03293
        median: 0.463348
        p75: 0.967377
        p95: 1.720595
        max: 7.961962
    CCI-SST:
      rmse: 0.942988
      bias: 0.488034
      mae: 0.739848
      correlation: 0.96444
      n_points: 24757704
      mean_model: 12.406237
      mean_obs: 11.918217
      std_model: 3.690989
      std_obs: 3.627947
      error_distribution:
        min: -14.32982
        p05: -0.758094
        p25: -0.009546
        median: 0.492083
        p75: 1.001134
        p95: 1.74722
        max: 7.79401
- period: '2021'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 1.049732
      bias: 0.544617
      mae: 0.819894
      correlation: 0.956088
      n_points: 18964670
      mean_model: 12.279693
      mean_obs: 11.735075
      std_model: 3.984592
      std_obs: 3.877599
      error_distribution:
        min: -11.821
        p05: -0.837287
        p25: 0.018887
        median: 0.542849
        p75: 1.101121
        p95: 1.943133
        max: 9.061123
    CCI-SST:
      rmse: 1.027659
      bias: 0.499698
      mae: 0.798259
      correlation: 0.955277
      n_points: 24689971
      mean_model: 12.478247
      mean_obs: 11.978606
      std_model: 3.866506
      std_obs: 3.826694
      error_distribution:
        min: -11.674532
        p05: -0.88381
        p25: -0.068439
        median: 0.486049
        p75: 1.057107
        p95: 1.93567
        max: 8.544373
- period: '2022'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.877078
      bias: 0.404145
      mae: 0.691031
      correlation: 0.969148
      n_points: 18964670
      mean_model: 12.455797
      mean_obs: 12.051652
      std_model: 3.921381
      std_obs: 3.858497
      error_distribution:
        min: -6.885152
        p05: -0.843438
        p25: -0.060799
        median: 0.424965
        p75: 0.904652
        p95: 1.615737
        max: 7.247626
    CCI-SST:
      rmse: 0.866318
      bias: 0.334689
      mae: 0.68188
      correlation: 0.965648
      n_points: 24690060
      mean_model: 12.636129
      mean_obs: 12.301463
      std_model: 3.799042
      std_obs: 3.77162
      error_distribution:
        min: -7.744211
        p05: -0.942604
        p25: -0.176311
        median: 0.344393
        p75: 0.862153
        p95: 1.602577
        max: 7.691666
- period: '2023'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-06 10:52:36'
  datasets:
    OSTIA:
      rmse: 0.961223
      bias: 0.398742
      mae: 0.762538
      correlation: 0.96232
      n_points: 18964670
      mean_model: 12.620829
      mean_obs: 12.222087
      std_model: 4.071008
      std_obs: 3.982147
      error_distribution:
        min: -12.981714
        p05: -1.050663
        p25: -0.101643
        median: 0.445265
        p75: 0.958861
        p95: 1.708022
        max: 7.582446
    CCI-SST:
      rmse: 0.960163
      bias: 0.312471
      mae: 0.762161
      correlation: 0.957462
      n_points: 24690032
      mean_model: 12.788174
      mean_obs: 12.475733
      std_model: 3.940314
      std_obs: 3.904137
      error_distribution:
        min: -14.356458
        p05: -1.16925
        p25: -0.271507
        median: 0.347992
        p75: 0.916571
        p95: 1.712086
        max: 9.353168