format: '1.1'
variable: temp_surface
title: TEMP_SURFACE Validation Statistics
created: '2026-05-28 09:43:10'
area: AMM7
experiment: CMEMS_prof
author: RT
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 1.027195
      bias: 0.419242
      mae: 0.801715
      correlation: 0.947934
      n_points: 132856606
      mean_model: 12.239834
      mean_obs: 11.820592
      std_model: 3.687837
      std_obs: 3.785929
      error_distribution:
        min: -12.579628
        p05: -1.114721
        p25: -0.090047
        median: 0.447853
        p75: 0.958285
        p95: 1.883593
        max: 9.915867
      monthly:
        Jan:
          variable: temp_surface
          n_points: 11274886
          rmse: 0.976427
          bias: 0.308161
          mae: 0.74555
          correlation: 0.938719
          mean_model: 9.752007
          mean_obs: 9.443845
          std_model: 2.664371
          std_obs: 2.623805
          min_diff: -6.791943
          max_diff: 7.096885
          p05_diff: -1.138021
          p25_diff: -0.266537
          p50_diff: 0.289093
          p75_diff: 0.838086
          p95_diff: 1.891484
        Feb:
          variable: temp_surface
          n_points: 10287684
          rmse: 0.923312
          bias: 0.276077
          mae: 0.685803
          correlation: 0.947894
          mean_model: 9.189726
          mean_obs: 8.91365
          std_model: 2.751415
          std_obs: 2.697051
          min_diff: -7.610758
          max_diff: 9.915867
          p05_diff: -1.053103
          p25_diff: -0.248193
          p50_diff: 0.239553
          p75_diff: 0.75319
          p95_diff: 1.770193
        Mar:
          variable: temp_surface
          n_points: 11274886
          rmse: 0.884767
          bias: 0.293068
          mae: 0.650509
          correlation: 0.952572
          mean_model: 9.093626
          mean_obs: 8.800559
          std_model: 2.731577
          std_obs: 2.679052
          min_diff: -5.187202
          max_diff: 9.102708
          p05_diff: -0.944677
          p25_diff: -0.186205
          p50_diff: 0.25244
          p75_diff: 0.735464
          p95_diff: 1.68735
        Apr:
          variable: temp_surface
          n_points: 10911180
          rmse: 0.83606
          bias: 0.37265
          mae: 0.640066
          correlation: 0.961451
          mean_model: 9.760124
          mean_obs: 9.387475
          std_model: 2.721445
          std_obs: 2.627803
          min_diff: -5.654202
          max_diff: 7.880832
          p05_diff: -0.791429
          p25_diff: -0.047672
          p50_diff: 0.367489
          p75_diff: 0.797128
          p95_diff: 1.57177
        May:
          variable: temp_surface
          n_points: 11274886
          rmse: 0.918218
          bias: 0.520923
          mae: 0.738382
          correlation: 0.962295
          mean_model: 11.384244
          mean_obs: 10.863321
          std_model: 2.737673
          std_obs: 2.765731
          min_diff: -9.214148
          max_diff: 6.470733
          p05_diff: -0.742593
          p25_diff: 0.095275
          p50_diff: 0.542696
          p75_diff: 0.987972
          p95_diff: 1.688721
        Jun:
          variable: temp_surface
          n_points: 10911180
          rmse: 1.200808
          bias: 0.660447
          mae: 0.974133
          correlation: 0.943312
          mean_model: 13.815575
          mean_obs: 13.155128
          std_model: 2.628372
          std_obs: 2.974064
          min_diff: -10.1822
          max_diff: 7.142995
          p05_diff: -1.043575
          p25_diff: 0.120103
          p50_diff: 0.726587
          p75_diff: 1.272546
          p95_diff: 2.151664
        Jul:
          variable: temp_surface
          n_points: 11274886
          rmse: 1.320159
          bias: 0.637361
          mae: 1.069438
          correlation: 0.933844
          mean_model: 15.603065
          mean_obs: 14.965705
          std_model: 2.671946
          std_obs: 3.145741
          min_diff: -12.579628
          max_diff: 9.030281
          p05_diff: -1.409122
          p25_diff: 0.056148
          p50_diff: 0.755433
          p75_diff: 1.338104
          p95_diff: 2.285352
        Aug:
          variable: temp_surface
          n_points: 11274886
          rmse: 1.204302
          bias: 0.467942
          mae: 0.956158
          correlation: 0.939157
          mean_model: 16.25318
          mean_obs: 15.785238
          std_model: 2.666222
          std_obs: 3.130618
          min_diff: -12.447546
          max_diff: 7.086307
          p05_diff: -1.508539
          p25_diff: -0.067435
          p50_diff: 0.593692
          p75_diff: 1.132701
          p95_diff: 2.021276
        Sep:
          variable: temp_surface
          n_points: 10911180
          rmse: 1.057628
          bias: 0.317418
          mae: 0.824096
          correlation: 0.953678
          mean_model: 15.366128
          mean_obs: 15.048711
          std_model: 2.822469
          std_obs: 3.2366
          min_diff: -10.102691
          max_diff: 7.137988
          p05_diff: -1.474289
          p25_diff: -0.175179
          p50_diff: 0.425682
          p75_diff: 0.935619
          p95_diff: 1.739634
        Oct:
          variable: temp_surface
          n_points: 11274886
          rmse: 0.976631
          bias: 0.309017
          mae: 0.755728
          correlation: 0.956949
          mean_model: 13.642551
          mean_obs: 13.333534
          std_model: 2.747513
          std_obs: 3.10076
          min_diff: -6.701508
          max_diff: 4.978419
          p05_diff: -1.294797
          p25_diff: -0.190502
          p50_diff: 0.351232
          p75_diff: 0.855397
          p95_diff: 1.773404
        Nov:
          variable: temp_surface
          n_points: 10911180
          rmse: 1.015235
          bias: 0.409045
          mae: 0.774098
          correlation: 0.944761
          mean_model: 12.068611
          mean_obs: 11.659565
          std_model: 2.594988
          std_obs: 2.825787
          min_diff: -5.726077
          max_diff: 5.86817
          p05_diff: -1.066306
          p25_diff: -0.142323
          p50_diff: 0.38027
          p75_diff: 0.926879
          p95_diff: 2.038006
        Dec:
          variable: temp_surface
          n_points: 11274886
          rmse: 1.039543
          bias: 0.448926
          mae: 0.796645
          correlation: 0.93565
          mean_model: 10.748276
          mean_obs: 10.299349
          std_model: 2.580341
          std_obs: 2.637414
          min_diff: -6.245602
          max_diff: 8.541289
          p05_diff: -1.013636
          p25_diff: -0.126248
          p50_diff: 0.421946
          p75_diff: 0.971205
          p95_diff: 2.109584
    CCI-SST:
      rmse: 1.003141
      bias: 0.475455
      mae: 0.785069
      correlation: 0.954953
      n_points: 172965608
      mean_model: 12.494281
      mean_obs: 12.018852
      std_model: 3.653545
      std_obs: 3.725064
      error_distribution:
        min: -12.917128
        p05: -0.926427
        p25: -0.025361
        median: 0.485065
        p75: 0.992558
        p95: 1.855347
        max: 9.42685
      monthly:
        Jan:
          variable: temp_surface
          n_points: 14678748
          rmse: 0.937987
          bias: 0.353182
          mae: 0.713334
          correlation: 0.948921
          mean_model: 10.148774
          mean_obs: 9.795673
          std_model: 2.748116
          std_obs: 2.665225
          min_diff: -6.878778
          max_diff: 6.907464
          p05_diff: -0.960256
          p25_diff: -0.199132
          p50_diff: 0.313022
          p75_diff: 0.854114
          p95_diff: 1.835746
        Feb:
          variable: temp_surface
          n_points: 13393422
          rmse: 0.894639
          bias: 0.34902
          mae: 0.668204
          correlation: 0.95643
          mean_model: 9.631944
          mean_obs: 9.283072
          std_model: 2.818586
          std_obs: 2.733694
          min_diff: -7.269227
          max_diff: 9.42685
          p05_diff: -0.866956
          p25_diff: -0.152066
          p50_diff: 0.306525
          p75_diff: 0.805039
          p95_diff: 1.714541
        Mar:
          variable: temp_surface
          n_points: 14678738
          rmse: 0.876291
          bias: 0.379842
          mae: 0.65201
          correlation: 0.959268
          mean_model: 9.531059
          mean_obs: 9.151298
          std_model: 2.793321
          std_obs: 2.710077
          min_diff: -4.946709
          max_diff: 8.380765
          p05_diff: -0.755171
          p25_diff: -0.091267
          p50_diff: 0.331608
          p75_diff: 0.811193
          p95_diff: 1.698611
        Apr:
          variable: temp_surface
          n_points: 14205240
          rmse: 0.849476
          bias: 0.442292
          mae: 0.657484
          correlation: 0.965352
          mean_model: 10.139789
          mean_obs: 9.69754
          std_model: 2.775935
          std_obs: 2.644247
          min_diff: -5.493087
          max_diff: 6.857573
          p05_diff: -0.648484
          p25_diff: 0.005678
          p50_diff: 0.421269
          p75_diff: 0.870289
          p95_diff: 1.632213
        May:
          variable: temp_surface
          n_points: 14678748
          rmse: 0.926495
          bias: 0.579637
          mae: 0.747079
          correlation: 0.965697
          mean_model: 11.635098
          mean_obs: 11.055456
          std_model: 2.757902
          std_obs: 2.760969
          min_diff: -9.134602
          max_diff: 7.206696
          p05_diff: -0.570222
          p25_diff: 0.146583
          p50_diff: 0.582409
          p75_diff: 1.034713
          p95_diff: 1.720663
        Jun:
          variable: temp_surface
          n_points: 14205240
          rmse: 1.156845
          bias: 0.697087
          mae: 0.940524
          correlation: 0.949848
          mean_model: 13.8936
          mean_obs: 13.196463
          std_model: 2.609671
          std_obs: 2.910501
          min_diff: -11.286915
          max_diff: 7.444203
          p05_diff: -0.826335
          p25_diff: 0.181936
          p50_diff: 0.743987
          p75_diff: 1.2666
          p95_diff: 2.066704
        Jul:
          variable: temp_surface
          n_points: 14678748
          rmse: 1.254434
          bias: 0.670333
          mae: 1.015607
          correlation: 0.942692
          mean_model: 15.645855
          mean_obs: 14.975475
          std_model: 2.678611
          std_obs: 3.095588
          min_diff: -12.917128
          max_diff: 8.664672
          p05_diff: -1.145951
          p25_diff: 0.119172
          p50_diff: 0.767306
          p75_diff: 1.307707
          p95_diff: 2.177148
        Aug:
          variable: temp_surface
          n_points: 14678748
          rmse: 1.166996
          bias: 0.535628
          mae: 0.9287
          correlation: 0.947865
          mean_model: 16.323229
          mean_obs: 15.787559
          std_model: 2.72791
          std_obs: 3.150736
          min_diff: -12.300702
          max_diff: 7.827274
          p05_diff: -1.248906
          p25_diff: 0.011208
          p50_diff: 0.629245
          p75_diff: 1.15442
          p95_diff: 2.004589
        Sep:
          variable: temp_surface
          n_points: 14205240
          rmse: 1.026381
          bias: 0.386602
          mae: 0.800761
          correlation: 0.960002
          mean_model: 15.518488
          mean_obs: 15.131871
          std_model: 2.93806
          std_obs: 3.297273
          min_diff: -10.426261
          max_diff: 6.320573
          p05_diff: -1.249745
          p25_diff: -0.096166
          p50_diff: 0.4495
          p75_diff: 0.969117
          p95_diff: 1.77575
        Oct:
          variable: temp_surface
          n_points: 14678748
          rmse: 0.963352
          bias: 0.364874
          mae: 0.742142
          correlation: 0.961923
          mean_model: 13.860572
          mean_obs: 13.495714
          std_model: 2.909039
          std_obs: 3.201671
          min_diff: -6.512777
          max_diff: 6.284804
          p05_diff: -1.128087
          p25_diff: -0.129113
          p50_diff: 0.37105
          p75_diff: 0.892336
          p95_diff: 1.797396
        Nov:
          variable: temp_surface
          n_points: 14205240
          rmse: 0.995664
          bias: 0.442232
          mae: 0.759246
          correlation: 0.951423
          mean_model: 12.323935
          mean_obs: 11.881744
          std_model: 2.739972
          std_obs: 2.896893
          min_diff: -5.749823
          max_diff: 6.303951
          p05_diff: -0.926642
          p25_diff: -0.112134
          p50_diff: 0.394128
          p75_diff: 0.95631
          p95_diff: 2.001315
        Dec:
          variable: temp_surface
          n_points: 14678748
          rmse: 1.022232
          bias: 0.495802
          mae: 0.786079
          correlation: 0.944835
          mean_model: 11.089641
          mean_obs: 10.593911
          std_model: 2.69565
          std_obs: 2.686754
          min_diff: -6.68674
          max_diff: 8.659574
          p05_diff: -0.854441
          p25_diff: -0.079191
          p50_diff: 0.456827
          p75_diff: 1.016304
          p95_diff: 2.045103
- period: '2016'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 0.971105
      bias: 0.251946
      mae: 0.758434
      correlation: 0.947452
      n_points: 19016628
      mean_model: 12.125474
      mean_obs: 11.873528
      std_model: 3.761074
      std_obs: 3.739195
      error_distribution:
        min: -10.603351
        p05: -1.267241
        p25: -0.257499
        median: 0.284601
        p75: 0.811917
        p95: 1.68579
        max: 6.467084
    CCI-SST:
      rmse: 0.910139
      bias: 0.292693
      mae: 0.708299
      correlation: 0.957549
      n_points: 24757704
      mean_model: 12.344004
      mean_obs: 12.05134
      std_model: 3.732515
      std_obs: 3.726592
      error_distribution:
        min: -11.025091
        p05: -1.077597
        p25: -0.184099
        median: 0.313359
        p75: 0.814488
        p95: 1.59564
        max: 7.301275
- period: '2017'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 0.984437
      bias: 0.39709
      mae: 0.77117
      correlation: 0.948974
      n_points: 18964670
      mean_model: 12.294511
      mean_obs: 11.897421
      std_model: 3.521192
      std_obs: 3.655781
      error_distribution:
        min: -11.124997
        p05: -1.084064
        p25: -0.090295
        median: 0.43542
        p75: 0.92026
        p95: 1.810007
        max: 9.030281
    CCI-SST:
      rmse: 0.946405
      bias: 0.413977
      mae: 0.744121
      correlation: 0.956877
      n_points: 24690059
      mean_model: 12.540258
      mean_obs: 12.126311
      std_model: 3.534178
      std_obs: 3.629038
      error_distribution:
        min: -11.029008
        p05: -0.962206
        p25: -0.07331
        median: 0.439193
        p75: 0.922175
        p95: 1.743893
        max: 7.173047
- period: '2018'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 1.105925
      bias: 0.492693
      mae: 0.861977
      correlation: 0.944401
      n_points: 18964670
      mean_model: 12.136603
      mean_obs: 11.64391
      std_model: 3.874065
      std_obs: 3.984365
      error_distribution:
        min: -10.35363
        p05: -1.103551
        p25: -0.059289
        median: 0.511128
        p75: 1.066517
        p95: 2.035616
        max: 9.102708
    CCI-SST:
      rmse: 1.085811
      bias: 0.557295
      mae: 0.848017
      correlation: 0.951761
      n_points: 24690050
      mean_model: 12.361384
      mean_obs: 11.804105
      std_model: 3.791733
      std_obs: 3.847574
      error_distribution:
        min: -10.189778
        p05: -0.873806
        p25: 0.018056
        median: 0.556043
        p75: 1.10746
        p95: 2.024049
        max: 8.380765
- period: '2019'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 1.037185
      bias: 0.47746
      mae: 0.816171
      correlation: 0.948033
      n_points: 18964670
      mean_model: 12.240609
      mean_obs: 11.763149
      std_model: 3.55779
      std_obs: 3.681743
      error_distribution:
        min: -10.160393
        p05: -1.01403
        p25: -0.042284
        median: 0.501184
        p75: 1.018801
        p95: 1.949431
        max: 7.086307
    CCI-SST:
      rmse: 1.028391
      bias: 0.544456
      mae: 0.808498
      correlation: 0.953603
      n_points: 24690060
      mean_model: 12.496545
      mean_obs: 11.952111
      std_model: 3.523715
      std_obs: 3.617721
      error_distribution:
        min: -10.755048
        p05: -0.809906
        p25: 0.017791
        median: 0.541417
        p75: 1.072428
        p95: 1.966427
        max: 6.985655
- period: '2020'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 0.994113
      bias: 0.374357
      mae: 0.7732
      correlation: 0.948216
      n_points: 19016628
      mean_model: 12.153732
      mean_obs: 11.779375
      std_model: 3.53249
      std_obs: 3.678296
      error_distribution:
        min: -12.579628
        p05: -1.177216
        p25: -0.118622
        median: 0.409565
        p75: 0.906492
        p95: 1.816212
        max: 8.081232
    CCI-SST:
      rmse: 0.989701
      bias: 0.474346
      mae: 0.776938
      correlation: 0.954647
      n_points: 24757704
      mean_model: 12.392552
      mean_obs: 11.918217
      std_model: 3.522137
      std_obs: 3.627947
      error_distribution:
        min: -12.917128
        p05: -0.944691
        p25: -0.011312
        median: 0.485083
        p75: 0.981797
        p95: 1.841599
        max: 8.664672
- period: '2021'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 1.084698
      bias: 0.515138
      mae: 0.853237
      correlation: 0.944391
      n_points: 18964670
      mean_model: 12.250213
      mean_obs: 11.735075
      std_model: 3.826388
      std_obs: 3.877599
      error_distribution:
        min: -9.49156
        p05: -1.040059
        p25: -0.017373
        median: 0.538101
        p75: 1.067309
        p95: 2.077806
        max: 9.915867
    CCI-SST:
      rmse: 1.075945
      bias: 0.575097
      mae: 0.846124
      correlation: 0.95143
      n_points: 24689971
      mean_model: 12.553647
      mean_obs: 11.978606
      std_model: 3.798065
      std_obs: 3.826694
      error_distribution:
        min: -11.286915
        p05: -0.873562
        p25: 0.046992
        median: 0.573702
        p75: 1.106812
        p95: 2.04688
        max: 9.42685
- period: '2022'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-28 09:43:10'
  datasets:
    OSTIA:
      rmse: 1.011438
      bias: 0.426594
      mae: 0.778012
      correlation: 0.954668
      n_points: 18964670
      mean_model: 12.478246
      mean_obs: 12.051652
      std_model: 3.712276
      std_obs: 3.858497
      error_distribution:
        min: -12.447546
        p05: -1.053485
        p25: -0.050373
        median: 0.448711
        p75: 0.92413
        p95: 1.87809
        max: 8.541289
    CCI-SST:
      rmse: 0.98471
      bias: 0.470826
      mae: 0.763721
      correlation: 0.959457
      n_points: 24690060
      mean_model: 12.77227
      mean_obs: 12.301463
      std_model: 3.641359
      std_obs: 3.77162
      error_distribution:
        min: -12.300702
        p05: -0.889807
        p25: -0.000418
        median: 0.483336
        p75: 0.950111
        p95: 1.826647
        max: 8.659574