format: '1.1'
variable: temp_surface
title: TEMP_SURFACE Validation Statistics
created: '2026-05-08 16:35:31'
area: AMM7
experiment: CMEMS
author: RT
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.141335
      bias: 0.687975
      mae: 0.930421
      correlation: 0.960994
      n_points: 151821276
      mean_model: 12.55872
      mean_obs: 11.870744
      std_model: 4.124967
      std_obs: 3.813303
      error_distribution:
        min: -8.764082
        p05: -0.71541
        p25: 0.156935
        median: 0.693765
        p75: 1.240337
        p95: 2.057734
        max: 10.351106
      monthly:
        Jan:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.066159
          bias: 0.415803
          mae: 0.831386
          correlation: 0.951609
          mean_model: 9.897813
          mean_obs: 9.48201
          std_model: 3.06115
          std_obs: 2.632231
          min_diff: -7.224013
          max_diff: 6.749666
          p05_diff: -1.132564
          p25_diff: -0.192141
          p50_diff: 0.396719
          p75_diff: 1.076472
          p95_diff: 1.962186
        Feb:
          variable: temp_surface
          n_points: 11742508
          rmse: 1.034191
          bias: 0.399648
          mae: 0.802561
          correlation: 0.956895
          mean_model: 9.351892
          mean_obs: 8.952243
          std_model: 3.12161
          std_obs: 2.690638
          min_diff: -6.977142
          max_diff: 8.990953
          p05_diff: -1.153036
          p25_diff: -0.151918
          p50_diff: 0.396942
          p75_diff: 1.029909
          p95_diff: 1.866234
        Mar:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.986511
          bias: 0.397609
          mae: 0.768189
          correlation: 0.960083
          mean_model: 9.228113
          mean_obs: 8.830504
          std_model: 3.085316
          std_obs: 2.696963
          min_diff: -6.114317
          max_diff: 8.308551
          p05_diff: -1.112861
          p25_diff: -0.093874
          p50_diff: 0.413865
          p75_diff: 0.98405
          p95_diff: 1.753584
        Apr:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.975133
          bias: 0.523153
          mae: 0.778688
          correlation: 0.965913
          mean_model: 9.959172
          mean_obs: 9.436019
          std_model: 3.008439
          std_obs: 2.640011
          min_diff: -5.652082
          max_diff: 7.835277
          p05_diff: -0.8273
          p25_diff: 0.056961
          p50_diff: 0.542833
          p75_diff: 1.052901
          p95_diff: 1.760832
        May:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.205306
          bias: 0.877853
          mae: 0.99083
          correlation: 0.965674
          mean_model: 11.785348
          mean_obs: 10.907496
          std_model: 3.097042
          std_obs: 2.803769
          min_diff: -5.9199
          max_diff: 8.356491
          p05_diff: -0.386859
          p25_diff: 0.360943
          p50_diff: 0.863695
          p75_diff: 1.368569
          p95_diff: 2.242295
        Jun:
          variable: temp_surface
          n_points: 12469920
          rmse: 1.685829
          bias: 1.327534
          mae: 1.410393
          correlation: 0.944338
          mean_model: 14.637041
          mean_obs: 13.309506
          std_model: 3.138709
          std_obs: 3.080145
          min_diff: -7.780222
          max_diff: 9.318759
          p05_diff: -0.255533
          p25_diff: 0.667463
          p50_diff: 1.264894
          p75_diff: 1.935553
          p95_diff: 3.116837
        Jul:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.644684
          bias: 1.296101
          mae: 1.395439
          correlation: 0.947188
          mean_model: 16.328234
          mean_obs: 15.032131
          std_model: 3.085343
          std_obs: 3.137288
          min_diff: -8.764082
          max_diff: 10.351106
          p05_diff: -0.312217
          p25_diff: 0.695886
          p50_diff: 1.275381
          p75_diff: 1.886543
          p95_diff: 2.958169
        Aug:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.322948
          bias: 0.986615
          mae: 1.10599
          correlation: 0.959866
          mean_model: 16.785868
          mean_obs: 15.799252
          std_model: 3.085603
          std_obs: 3.128779
          min_diff: -6.807583
          max_diff: 8.528743
          p05_diff: -0.394566
          p25_diff: 0.483903
          p50_diff: 0.985477
          p75_diff: 1.490577
          p95_diff: 2.384214
        Sep:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.963677
          bias: 0.6132
          mae: 0.773204
          correlation: 0.975028
          mean_model: 15.749069
          mean_obs: 15.135869
          std_model: 3.34724
          std_obs: 3.271827
          min_diff: -5.969386
          max_diff: 7.040574
          p05_diff: -0.553914
          p25_diff: 0.166646
          p50_diff: 0.615887
          p75_diff: 1.050813
          p95_diff: 1.792612
        Oct:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.830085
          bias: 0.406034
          mae: 0.662763
          correlation: 0.97553
          mean_model: 13.800278
          mean_obs: 13.394244
          std_model: 3.287303
          std_obs: 3.164634
          min_diff: -5.117961
          max_diff: 5.531644
          p05_diff: -0.77857
          p25_diff: -0.060424
          p50_diff: 0.425966
          p75_diff: 0.868739
          p95_diff: 1.554226
        Nov:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.960039
          bias: 0.464611
          mae: 0.766865
          correlation: 0.963388
          mean_model: 12.124965
          mean_obs: 11.660352
          std_model: 3.086589
          std_obs: 2.828789
          min_diff: -6.236458
          max_diff: 6.968876
          p05_diff: -0.907436
          p25_diff: -0.090998
          p50_diff: 0.478677
          p75_diff: 1.010173
          p95_diff: 1.820713
        Dec:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.087058
          bias: 0.527662
          mae: 0.867644
          correlation: 0.955305
          mean_model: 10.844481
          mean_obs: 10.316819
          std_model: 3.076285
          std_obs: 2.662698
          min_diff: -6.056357
          max_diff: 8.541289
          p05_diff: -1.007429
          p25_diff: -0.080542
          p50_diff: 0.533957
          p75_diff: 1.171029
          p95_diff: 2.010105
    CCI-SST:
      rmse: 1.09877
      bias: 0.677666
      mae: 0.885002
      correlation: 0.962967
      n_points: 197655640
      mean_model: 12.753559
      mean_obs: 12.075923
      std_model: 3.997462
      std_obs: 3.750944
      error_distribution:
        min: -8.611572
        p05: -0.614296
        p25: 0.152632
        median: 0.657637
        p75: 1.200084
        p95: 2.024744
        max: 9.814974
      monthly:
        Jan:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.015653
          bias: 0.420454
          mae: 0.783246
          correlation: 0.954679
          mean_model: 10.249564
          mean_obs: 9.829197
          std_model: 3.019605
          std_obs: 2.665747
          min_diff: -7.472661
          max_diff: 7.07367
          p05_diff: -1.015084
          p25_diff: -0.148681
          p50_diff: 0.383326
          p75_diff: 1.001937
          p95_diff: 1.932491
        Feb:
          variable: temp_surface
          n_points: 15287454
          rmse: 0.987359
          bias: 0.425949
          mae: 0.758469
          correlation: 0.959397
          mean_model: 9.748508
          mean_obs: 9.322713
          std_model: 3.066506
          std_obs: 2.728761
          min_diff: -7.393422
          max_diff: 8.800845
          p05_diff: -0.982052
          p25_diff: -0.09028
          p50_diff: 0.399545
          p75_diff: 0.975864
          p95_diff: 1.855792
        Mar:
          variable: temp_surface
          n_points: 16775702
          rmse: 0.956069
          bias: 0.437169
          mae: 0.741318
          correlation: 0.961889
          mean_model: 9.626273
          mean_obs: 9.189193
          std_model: 3.029967
          std_obs: 2.723269
          min_diff: -6.153242
          max_diff: 8.081643
          p05_diff: -0.917449
          p25_diff: -0.038413
          p50_diff: 0.427649
          p75_diff: 0.966031
          p95_diff: 1.774743
        Apr:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.94376
          bias: 0.534151
          mae: 0.748012
          correlation: 0.967034
          mean_model: 10.287125
          mean_obs: 9.753018
          std_model: 2.954242
          std_obs: 2.658269
          min_diff: -5.205306
          max_diff: 6.719884
          p05_diff: -0.688213
          p25_diff: 0.071034
          p50_diff: 0.526823
          p75_diff: 1.025714
          p95_diff: 1.762112
        May:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.162225
          bias: 0.852696
          mae: 0.945072
          correlation: 0.965684
          mean_model: 11.965816
          mean_obs: 11.113115
          std_model: 3.013592
          std_obs: 2.804932
          min_diff: -6.042847
          max_diff: 8.436529
          p05_diff: -0.31141
          p25_diff: 0.335746
          p50_diff: 0.812887
          p75_diff: 1.325367
          p95_diff: 2.188228
        Jun:
          variable: temp_surface
          n_points: 16234560
          rmse: 1.597916
          bias: 1.244524
          mae: 1.318403
          correlation: 0.944904
          mean_model: 14.611861
          mean_obs: 13.367288
          std_model: 3.021168
          std_obs: 3.017318
          min_diff: -8.611572
          max_diff: 9.427257
          p05_diff: -0.234017
          p25_diff: 0.57561
          p50_diff: 1.169049
          p75_diff: 1.834421
          p95_diff: 3.000837
        Jul:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.564656
          bias: 1.220529
          mae: 1.306833
          correlation: 0.948908
          mean_model: 16.263702
          mean_obs: 15.04313
          std_model: 3.00733
          std_obs: 3.094324
          min_diff: -7.963366
          max_diff: 9.814974
          p05_diff: -0.281619
          p25_diff: 0.590292
          p50_diff: 1.196085
          p75_diff: 1.799693
          p95_diff: 2.849899
        Aug:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.292119
          bias: 0.964287
          mae: 1.065528
          correlation: 0.9621
          mean_model: 16.782175
          mean_obs: 15.817849
          std_model: 3.067209
          std_obs: 3.151283
          min_diff: -6.712856
          max_diff: 8.820801
          p05_diff: -0.335325
          p25_diff: 0.429957
          p50_diff: 0.945877
          p75_diff: 1.466038
          p95_diff: 2.360835
        Sep:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.951609
          bias: 0.612777
          mae: 0.756224
          correlation: 0.976266
          mean_model: 15.833732
          mean_obs: 15.220938
          std_model: 3.354944
          std_obs: 3.321245
          min_diff: -6.09952
          max_diff: 6.787966
          p05_diff: -0.497948
          p25_diff: 0.150408
          p50_diff: 0.595514
          p75_diff: 1.048834
          p95_diff: 1.795608
        Oct:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.812406
          bias: 0.409828
          mae: 0.63754
          correlation: 0.977462
          mean_model: 13.969389
          mean_obs: 13.559578
          std_model: 3.322654
          std_obs: 3.248721
          min_diff: -5.350142
          max_diff: 6.636063
          p05_diff: -0.686954
          p25_diff: -0.054494
          p50_diff: 0.39159
          p75_diff: 0.861841
          p95_diff: 1.551649
        Nov:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.918606
          bias: 0.456805
          mae: 0.722566
          correlation: 0.966918
          mean_model: 12.347656
          mean_obs: 11.890895
          std_model: 3.097108
          std_obs: 2.889731
          min_diff: -5.67012
          max_diff: 7.035777
          p05_diff: -0.79541
          p25_diff: -0.076259
          p50_diff: 0.434754
          p75_diff: 0.974388
          p95_diff: 1.777668
        Dec:
          variable: temp_surface
          n_points: 16775684
          rmse: 1.049361
          bias: 0.534932
          mae: 0.825759
          correlation: 0.957922
          mean_model: 11.156957
          mean_obs: 10.622119
          std_model: 3.055069
          std_obs: 2.711731
          min_diff: -6.436079
          max_diff: 8.65171
          p05_diff: -0.873122
          p25_diff: -0.045279
          p50_diff: 0.508096
          p75_diff: 1.122005
          p95_diff: 2.007969
- period: '2016'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.037178
      bias: 0.430429
      mae: 0.826131
      correlation: 0.955359
      n_points: 19016628
      mean_model: 12.303957
      mean_obs: 11.873528
      std_model: 4.087365
      std_obs: 3.739195
      error_distribution:
        min: -7.780222
        p05: -1.010096
        p25: -0.119035
        median: 0.448086
        p75: 0.998517
        p95: 1.79147
        max: 7.770221
    CCI-SST:
      rmse: 0.963227
      bias: 0.389583
      mae: 0.755231
      correlation: 0.959596
      n_points: 24757704
      mean_model: 12.440896
      mean_obs: 12.05134
      std_model: 3.988821
      std_obs: 3.726592
      error_distribution:
        min: -7.471879
        p05: -0.929068
        p25: -0.132698
        median: 0.382499
        p75: 0.926387
        p95: 1.695253
        max: 9.145923
- period: '2017'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.096565
      bias: 0.657967
      mae: 0.901686
      correlation: 0.962206
      n_points: 18964670
      mean_model: 12.555388
      mean_obs: 11.897421
      std_model: 3.945725
      std_obs: 3.655781
      error_distribution:
        min: -6.977142
        p05: -0.738109
        p25: 0.115152
        median: 0.658425
        p75: 1.200768
        p95: 2.006756
        max: 9.792646
    CCI-SST:
      rmse: 1.043198
      bias: 0.630307
      mae: 0.848522
      correlation: 0.965687
      n_points: 24690059
      mean_model: 12.756586
      mean_obs: 12.126311
      std_model: 3.865533
      std_obs: 3.629038
      error_distribution:
        min: -6.635611
        p05: -0.671873
        p25: 0.1014
        median: 0.608395
        p75: 1.144556
        p95: 1.941942
        max: 7.072324
- period: '2018'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.205645
      bias: 0.75219
      mae: 0.987097
      correlation: 0.959175
      n_points: 18964670
      mean_model: 12.3961
      mean_obs: 11.64391
      std_model: 4.303378
      std_obs: 3.984365
      error_distribution:
        min: -7.263251
        p05: -0.758583
        p25: 0.179231
        median: 0.750521
        p75: 1.326961
        p95: 2.14971
        max: 10.351106
    CCI-SST:
      rmse: 1.171465
      bias: 0.757631
      mae: 0.948996
      correlation: 0.962482
      n_points: 24690050
      mean_model: 12.561716
      mean_obs: 11.804105
      std_model: 4.140353
      std_obs: 3.847574
      error_distribution:
        min: -8.611572
        p05: -0.598343
        p25: 0.191852
        median: 0.729608
        p75: 1.306072
        p95: 2.144437
        max: 9.814974
- period: '2019'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.124261
      bias: 0.697729
      mae: 0.924842
      correlation: 0.963727
      n_points: 18964670
      mean_model: 12.460878
      mean_obs: 11.763149
      std_model: 4.007862
      std_obs: 3.681743
      error_distribution:
        min: -6.530352
        p05: -0.695098
        p25: 0.170169
        median: 0.696708
        p75: 1.244045
        p95: 2.040452
        max: 8.085388
    CCI-SST:
      rmse: 1.102812
      bias: 0.717079
      mae: 0.896022
      correlation: 0.963826
      n_points: 24690060
      mean_model: 12.669167
      mean_obs: 11.952111
      std_model: 3.877882
      std_obs: 3.617721
      error_distribution:
        min: -6.359419
        p05: -0.569992
        p25: 0.184845
        median: 0.697557
        p75: 1.241887
        p95: 2.049925
        max: 8.386059
- period: '2020'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.102375
      bias: 0.686367
      mae: 0.895648
      correlation: 0.963482
      n_points: 19016628
      mean_model: 12.465742
      mean_obs: 11.779375
      std_model: 3.956679
      std_obs: 3.678296
      error_distribution:
        min: -7.2009
        p05: -0.676578
        p25: 0.172028
        median: 0.681168
        p75: 1.206953
        p95: 2.025132
        max: 8.529845
    CCI-SST:
      rmse: 1.086654
      bias: 0.721357
      mae: 0.882304
      correlation: 0.965755
      n_points: 24757704
      mean_model: 12.63956
      mean_obs: 11.918217
      std_model: 3.851009
      std_obs: 3.627947
      error_distribution:
        min: -6.342649
        p05: -0.534655
        p25: 0.216593
        median: 0.693225
        p75: 1.207019
        p95: 2.014528
        max: 9.587723
- period: '2021'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.237858
      bias: 0.824483
      mae: 1.020745
      correlation: 0.956411
      n_points: 18964670
      mean_model: 12.559559
      mean_obs: 11.735075
      std_model: 4.188144
      std_obs: 3.877599
      error_distribution:
        min: -8.764082
        p05: -0.613737
        p25: 0.25712
        median: 0.817896
        p75: 1.394054
        p95: 2.215832
        max: 9.799038
    CCI-SST:
      rmse: 1.192719
      bias: 0.798264
      mae: 0.964549
      correlation: 0.958098
      n_points: 24689971
      mean_model: 12.77681
      mean_obs: 11.978606
      std_model: 4.063505
      std_obs: 3.826694
      error_distribution:
        min: -7.963366
        p05: -0.519628
        p25: 0.223332
        median: 0.754983
        p75: 1.33897
        p95: 2.203605
        max: 9.397326
- period: '2022'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.109967
      bias: 0.697533
      mae: 0.901562
      correlation: 0.967239
      n_points: 18964670
      mean_model: 12.749186
      mean_obs: 12.051652
      std_model: 4.129177
      std_obs: 3.858497
      error_distribution:
        min: -6.613408
        p05: -0.622944
        p25: 0.2163
        median: 0.688272
        p75: 1.203847
        p95: 1.98852
        max: 8.541289
    CCI-SST:
      rmse: 1.066202
      bias: 0.68584
      mae: 0.858521
      correlation: 0.968013
      n_points: 24690060
      mean_model: 12.987278
      mean_obs: 12.301463
      std_model: 3.973451
      std_obs: 3.77162
      error_distribution:
        min: -6.544607
        p05: -0.532982
        p25: 0.212328
        median: 0.660913
        p75: 1.151533
        p95: 1.95791
        max: 8.785037
- period: '2023'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-08 16:35:31'
  datasets:
    OSTIA:
      rmse: 1.213724
      bias: 0.757816
      mae: 0.98604
      correlation: 0.96145
      n_points: 18964670
      mean_model: 12.979903
      mean_obs: 12.222087
      std_model: 4.324427
      std_obs: 3.982147
      error_distribution:
        min: -7.203417
        p05: -0.7201
        p25: 0.170425
        median: 0.742137
        p75: 1.325289
        p95: 2.196451
        max: 9.318759
    CCI-SST:
      rmse: 1.160681
      bias: 0.721938
      mae: 0.926238
      correlation: 0.961145
      n_points: 24690032
      mean_model: 13.197627
      mean_obs: 12.475733
      std_model: 4.155648
      std_obs: 3.904137
      error_distribution:
        min: -7.487133
        p05: -0.656704
        p25: 0.145976
        median: 0.680556
        p75: 1.259114
        p95: 2.172813
        max: 8.820801