format: '1.1'
variable: temp_surface
title: TEMP_SURFACE Validation Statistics
created: '2026-04-30 16:22:30'
area: AMM7
experiment: Baseline
author: RT
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.916018
      bias: 0.392014
      mae: 0.726611
      correlation: 0.965105
      n_points: 151821276
      mean_model: 12.262758
      mean_obs: 11.870744
      std_model: 4.016189
      std_obs: 3.813303
      error_distribution:
        min: -9.783397
        p05: -0.886789
        p25: -0.097623
        median: 0.399566
        p75: 0.899838
        p95: 1.652121
        max: 10.092068
      monthly:
        Jan:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.934035
          bias: 0.305023
          mae: 0.726315
          correlation: 0.955459
          mean_model: 9.787033
          mean_obs: 9.48201
          std_model: 2.934413
          std_obs: 2.632231
          min_diff: -6.107695
          max_diff: 8.318017
          p05_diff: -1.008665
          p25_diff: -0.271
          p50_diff: 0.280322
          p75_diff: 0.896547
          p95_diff: 1.72121
        Feb:
          variable: temp_surface
          n_points: 11742508
          rmse: 0.912053
          bias: 0.293606
          mae: 0.69725
          correlation: 0.958878
          mean_model: 9.245849
          mean_obs: 8.952243
          std_model: 2.983079
          std_obs: 2.690638
          min_diff: -5.947995
          max_diff: 8.211027
          p05_diff: -0.978067
          p25_diff: -0.253799
          p50_diff: 0.261818
          p75_diff: 0.846264
          p95_diff: 1.661878
        Mar:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.841466
          bias: 0.233069
          mae: 0.64045
          correlation: 0.963652
          mean_model: 9.063573
          mean_obs: 8.830504
          std_model: 2.965811
          std_obs: 2.696963
          min_diff: -6.151187
          max_diff: 7.514214
          p05_diff: -0.960895
          p25_diff: -0.262655
          p50_diff: 0.212616
          p75_diff: 0.75088
          p95_diff: 1.488895
        Apr:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.760431
          bias: 0.180699
          mae: 0.583549
          correlation: 0.970524
          mean_model: 9.616718
          mean_obs: 9.436019
          std_model: 2.9374
          std_obs: 2.640011
          min_diff: -4.858242
          max_diff: 6.768722
          p05_diff: -0.976211
          p25_diff: -0.255852
          p50_diff: 0.184613
          p75_diff: 0.655103
          p95_diff: 1.321627
        May:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.839121
          bias: 0.373515
          mae: 0.656544
          correlation: 0.971551
          mean_model: 11.281011
          mean_obs: 10.907496
          std_model: 3.075715
          std_obs: 2.803769
          min_diff: -9.071454
          max_diff: 8.011714
          p05_diff: -0.832249
          p25_diff: -0.076021
          p50_diff: 0.384629
          p75_diff: 0.83492
          p95_diff: 1.559625
        Jun:
          variable: temp_surface
          n_points: 12469920
          rmse: 1.228085
          bias: 0.797966
          mae: 0.995532
          correlation: 0.955242
          mean_model: 14.107472
          mean_obs: 13.309506
          std_model: 3.145215
          std_obs: 3.080145
          min_diff: -9.556284
          max_diff: 10.092068
          p05_diff: -0.708578
          p25_diff: 0.266547
          p50_diff: 0.799418
          p75_diff: 1.336286
          p95_diff: 2.308715
        Jul:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.303598
          bias: 0.895183
          mae: 1.086708
          correlation: 0.953443
          mean_model: 15.927315
          mean_obs: 15.032131
          std_model: 3.044843
          std_obs: 3.137288
          min_diff: -9.783397
          max_diff: 8.247383
          p05_diff: -0.706142
          p25_diff: 0.374559
          p50_diff: 0.936153
          p75_diff: 1.461213
          p95_diff: 2.349767
        Aug:
          variable: temp_surface
          n_points: 12885584
          rmse: 1.045459
          bias: 0.609347
          mae: 0.845134
          correlation: 0.962634
          mean_model: 16.4086
          mean_obs: 15.799252
          std_model: 3.07328
          std_obs: 3.128779
          min_diff: -8.418972
          max_diff: 8.302851
          p05_diff: -0.815562
          p25_diff: 0.167321
          p50_diff: 0.651167
          p75_diff: 1.102221
          p95_diff: 1.87743
        Sep:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.75547
          bias: 0.252777
          mae: 0.582154
          correlation: 0.976546
          mean_model: 15.388647
          mean_obs: 15.135869
          std_model: 3.297998
          std_obs: 3.271827
          min_diff: -6.380241
          max_diff: 6.936593
          p05_diff: -0.897103
          p25_diff: -0.167965
          p50_diff: 0.268759
          p75_diff: 0.683664
          p95_diff: 1.34979
        Oct:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.690179
          bias: 0.141529
          mae: 0.53745
          correlation: 0.977755
          mean_model: 13.535774
          mean_obs: 13.394244
          std_model: 3.219577
          std_obs: 3.164634
          min_diff: -5.04807
          max_diff: 5.37039
          p05_diff: -0.940764
          p25_diff: -0.2895
          p50_diff: 0.145745
          p75_diff: 0.569349
          p95_diff: 1.223521
        Nov:
          variable: temp_surface
          n_points: 12469920
          rmse: 0.789921
          bias: 0.24856
          mae: 0.627499
          correlation: 0.968787
          mean_model: 11.908913
          mean_obs: 11.660352
          std_model: 3.005918
          std_obs: 2.828789
          min_diff: -6.493394
          max_diff: 6.912089
          p05_diff: -0.958168
          p25_diff: -0.259631
          p50_diff: 0.251026
          p75_diff: 0.742114
          p95_diff: 1.47444
        Dec:
          variable: temp_surface
          n_points: 12885584
          rmse: 0.92699
          bias: 0.36132
          mae: 0.734344
          correlation: 0.959512
          mean_model: 10.678139
          mean_obs: 10.316819
          std_model: 2.962637
          std_obs: 2.662698
          min_diff: -6.124659
          max_diff: 8.692474
          p05_diff: -0.990585
          p25_diff: -0.208964
          p50_diff: 0.355908
          p75_diff: 0.943589
          p95_diff: 1.721541
    CCI-SST:
      rmse: 0.901832
      bias: 0.384061
      mae: 0.715173
      correlation: 0.964874
      n_points: 197655640
      mean_model: 12.459957
      mean_obs: 12.075923
      std_model: 3.890257
      std_obs: 3.750944
      error_distribution:
        min: -11.002635
        p05: -0.872084
        p25: -0.113606
        median: 0.381141
        p75: 0.888392
        p95: 1.639686
        max: 8.826496
      monthly:
        Jan:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.89968
          bias: 0.287463
          mae: 0.693879
          correlation: 0.956141
          mean_model: 10.116587
          mean_obs: 9.829197
          std_model: 2.891088
          std_obs: 2.665747
          min_diff: -6.236827
          max_diff: 7.44175
          p05_diff: -0.966189
          p25_diff: -0.278846
          p50_diff: 0.234524
          p75_diff: 0.842913
          p95_diff: 1.711224
        Feb:
          variable: temp_surface
          n_points: 15287454
          rmse: 0.877342
          bias: 0.297673
          mae: 0.667577
          correlation: 0.959824
          mean_model: 9.620242
          mean_obs: 9.322713
          std_model: 2.927231
          std_obs: 2.728761
          min_diff: -7.249604
          max_diff: 7.821699
          p05_diff: -0.894236
          p25_diff: -0.241695
          p50_diff: 0.242642
          p75_diff: 0.818507
          p95_diff: 1.65176
        Mar:
          variable: temp_surface
          n_points: 16775702
          rmse: 0.826285
          bias: 0.262471
          mae: 0.630508
          correlation: 0.963608
          mean_model: 9.451578
          mean_obs: 9.189193
          std_model: 2.913864
          std_obs: 2.723269
          min_diff: -6.889372
          max_diff: 6.953195
          p05_diff: -0.884531
          p25_diff: -0.232797
          p50_diff: 0.232075
          p75_diff: 0.759441
          p95_diff: 1.511846
        Apr:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.744371
          bias: 0.207706
          mae: 0.575117
          correlation: 0.970021
          mean_model: 9.960671
          mean_obs: 9.753018
          std_model: 2.884552
          std_obs: 2.658269
          min_diff: -5.338624
          max_diff: 6.100129
          p05_diff: -0.898943
          p25_diff: -0.233447
          p50_diff: 0.202251
          p75_diff: 0.666323
          p95_diff: 1.343111
        May:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.82602
          bias: 0.388691
          mae: 0.649048
          correlation: 0.970307
          mean_model: 11.501796
          mean_obs: 11.113115
          std_model: 2.987983
          std_obs: 2.804932
          min_diff: -9.27568
          max_diff: 6.384473
          p05_diff: -0.779735
          p25_diff: -0.053824
          p50_diff: 0.396278
          p75_diff: 0.84131
          p95_diff: 1.541972
        Jun:
          variable: temp_surface
          n_points: 16234560
          rmse: 1.184487
          bias: 0.757532
          mae: 0.961376
          correlation: 0.95438
          mean_model: 14.124853
          mean_obs: 13.367288
          std_model: 3.011704
          std_obs: 3.017318
          min_diff: -11.002635
          max_diff: 7.16822
          p05_diff: -0.720999
          p25_diff: 0.245117
          p50_diff: 0.767108
          p75_diff: 1.286521
          p95_diff: 2.225946
        Jul:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.259124
          bias: 0.846905
          mae: 1.045234
          correlation: 0.953588
          mean_model: 15.890068
          mean_obs: 15.04313
          std_model: 2.950464
          std_obs: 3.094324
          min_diff: -10.718001
          max_diff: 7.626175
          p05_diff: -0.742038
          p25_diff: 0.316476
          p50_diff: 0.894704
          p75_diff: 1.412398
          p95_diff: 2.263148
        Aug:
          variable: temp_surface
          n_points: 16775712
          rmse: 1.04362
          bias: 0.603573
          mae: 0.846229
          correlation: 0.962814
          mean_model: 16.421453
          mean_obs: 15.817849
          std_model: 3.029727
          std_obs: 3.151283
          min_diff: -7.955754
          max_diff: 8.224193
          p05_diff: -0.86073
          p25_diff: 0.148005
          p50_diff: 0.649744
          p75_diff: 1.106346
          p95_diff: 1.869218
        Sep:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.767787
          bias: 0.252094
          mae: 0.59318
          correlation: 0.975961
          mean_model: 15.473052
          mean_obs: 15.220938
          std_model: 3.28584
          std_obs: 3.321245
          min_diff: -6.741554
          max_diff: 6.842617
          p05_diff: -0.933664
          p25_diff: -0.180106
          p50_diff: 0.260777
          p75_diff: 0.700266
          p95_diff: 1.374106
        Oct:
          variable: temp_surface
          n_points: 16775712
          rmse: 0.713142
          bias: 0.132613
          mae: 0.556397
          correlation: 0.976643
          mean_model: 13.692191
          mean_obs: 13.559578
          std_model: 3.233719
          std_obs: 3.248721
          min_diff: -6.089501
          max_diff: 6.582584
          p05_diff: -0.981717
          p25_diff: -0.322712
          p50_diff: 0.125566
          p75_diff: 0.583301
          p95_diff: 1.263032
        Nov:
          variable: temp_surface
          n_points: 16234560
          rmse: 0.793939
          bias: 0.223484
          mae: 0.629323
          correlation: 0.967468
          mean_model: 12.114354
          mean_obs: 11.890895
          std_model: 3.009993
          std_obs: 2.889731
          min_diff: -6.347926
          max_diff: 6.488569
          p05_diff: -0.987378
          p25_diff: -0.300274
          p50_diff: 0.209894
          p75_diff: 0.731185
          p95_diff: 1.477406
        Dec:
          variable: temp_surface
          n_points: 16775684
          rmse: 0.921814
          bias: 0.33778
          mae: 0.726709
          correlation: 0.957366
          mean_model: 10.959837
          mean_obs: 10.622119
          std_model: 2.94541
          std_obs: 2.711731
          min_diff: -6.217514
          max_diff: 8.826496
          p05_diff: -0.992641
          p25_diff: -0.253181
          p50_diff: 0.312973
          p75_diff: 0.918897
          p95_diff: 1.735955
- period: '2016'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.876839
      bias: 0.195663
      mae: 0.68887
      correlation: 0.961007
      n_points: 19016628
      mean_model: 12.069192
      mean_obs: 11.873528
      std_model: 3.988614
      std_obs: 3.739195
      error_distribution:
        min: -8.42431
        p05: -1.096115
        p25: -0.290353
        median: 0.215001
        p75: 0.720319
        p95: 1.453673
        max: 6.984636
    CCI-SST:
      rmse: 0.829828
      bias: 0.193587
      mae: 0.651401
      correlation: 0.963761
      n_points: 24757704
      mean_model: 12.244899
      mean_obs: 12.05134
      std_model: 3.861563
      std_obs: 3.726592
      error_distribution:
        min: -8.974974
        p05: -1.040171
        p25: -0.270109
        median: 0.21294
        p75: 0.693915
        p95: 1.379285
        max: 7.126057
- period: '2017'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.880693
      bias: 0.39347
      mae: 0.700697
      correlation: 0.966244
      n_points: 18964670
      mean_model: 12.290891
      mean_obs: 11.897421
      std_model: 3.841162
      std_obs: 3.655781
      error_distribution:
        min: -6.13246
        p05: -0.844079
        p25: -0.080177
        median: 0.402572
        p75: 0.88283
        p95: 1.633314
        max: 8.692474
    CCI-SST:
      rmse: 0.852435
      bias: 0.365541
      mae: 0.678514
      correlation: 0.967111
      n_points: 24690059
      mean_model: 12.491825
      mean_obs: 12.126311
      std_model: 3.745653
      std_obs: 3.629038
      error_distribution:
        min: -6.547509
        p05: -0.861733
        p25: -0.108674
        median: 0.365306
        p75: 0.845763
        p95: 1.574917
        max: 6.706503
- period: '2018'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.98494
      bias: 0.477602
      mae: 0.781239
      correlation: 0.962934
      n_points: 18964670
      mean_model: 12.121512
      mean_obs: 11.64391
      std_model: 4.182127
      std_obs: 3.984365
      error_distribution:
        min: -9.783397
        p05: -0.879274
        p25: -0.04942
        median: 0.48116
        p75: 1.006266
        p95: 1.803997
        max: 8.302851
    CCI-SST:
      rmse: 0.969541
      bias: 0.50858
      mae: 0.764692
      correlation: 0.965084
      n_points: 24690050
      mean_model: 12.312669
      mean_obs: 11.804105
      std_model: 4.017796
      std_obs: 3.847574
      error_distribution:
        min: -10.78111
        p05: -0.744024
        p25: -0.001514
        median: 0.497071
        p75: 1.009269
        p95: 1.826626
        max: 8.224193
- period: '2019'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.911144
      bias: 0.473165
      mae: 0.732772
      correlation: 0.968717
      n_points: 18964670
      mean_model: 12.236314
      mean_obs: 11.763149
      std_model: 3.905953
      std_obs: 3.681743
      error_distribution:
        min: -7.178033
        p05: -0.748049
        p25: -0.010849
        median: 0.4761
        p75: 0.97996
        p95: 1.686084
        max: 7.327884
    CCI-SST:
      rmse: 0.922681
      bias: 0.508381
      mae: 0.742339
      correlation: 0.967036
      n_points: 24690060
      mean_model: 12.460469
      mean_obs: 11.952111
      std_model: 3.793538
      std_obs: 3.617721
      error_distribution:
        min: -8.699407
        p05: -0.692984
        p25: 0.002358
        median: 0.504402
        p75: 1.022587
        p95: 1.732071
        max: 6.940783
- period: '2020'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.899121
      bias: 0.420805
      mae: 0.711783
      correlation: 0.967293
      n_points: 19016628
      mean_model: 12.20018
      mean_obs: 11.779375
      std_model: 3.877108
      std_obs: 3.678296
      error_distribution:
        min: -8.241145
        p05: -0.805119
        p25: -0.05402
        median: 0.42407
        p75: 0.916304
        p95: 1.657508
        max: 8.345014
    CCI-SST:
      rmse: 0.897614
      bias: 0.466933
      mae: 0.714464
      correlation: 0.967911
      n_points: 24757704
      mean_model: 12.385136
      mean_obs: 11.918217
      std_model: 3.767975
      std_obs: 3.627947
      error_distribution:
        min: -9.96852
        p05: -0.720952
        p25: -0.010943
        median: 0.460606
        p75: 0.95064
        p95: 1.673598
        max: 7.180941
- period: '2021'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.980476
      bias: 0.456041
      mae: 0.774666
      correlation: 0.960065
      n_points: 18964670
      mean_model: 12.191116
      mean_obs: 11.735075
      std_model: 4.080213
      std_obs: 3.877599
      error_distribution:
        min: -8.519401
        p05: -0.865633
        p25: -0.065279
        median: 0.450923
        p75: 0.994402
        p95: 1.804566
        max: 8.318017
    CCI-SST:
      rmse: 0.962511
      bias: 0.427415
      mae: 0.755572
      correlation: 0.959809
      n_points: 24689971
      mean_model: 12.405963
      mean_obs: 11.978606
      std_model: 3.955821
      std_obs: 3.826694
      error_distribution:
        min: -10.718001
        p05: -0.879154
        p25: -0.115312
        median: 0.399868
        p75: 0.955279
        p95: 1.796643
        max: 7.821699
- period: '2022'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.845746
      bias: 0.352011
      mae: 0.66914
      correlation: 0.971315
      n_points: 18964670
      mean_model: 12.403663
      mean_obs: 12.051652
      std_model: 4.00733
      std_obs: 3.858497
      error_distribution:
        min: -6.493394
        p05: -0.845074
        p25: -0.116341
        median: 0.353552
        p75: 0.82642
        p95: 1.532612
        max: 6.972185
    CCI-SST:
      rmse: 0.836669
      bias: 0.302676
      mae: 0.663513
      correlation: 0.968828
      n_points: 24690060
      mean_model: 12.604117
      mean_obs: 12.301463
      std_model: 3.876688
      std_obs: 3.77162
      error_distribution:
        min: -7.875011
        p05: -0.914792
        p25: -0.18829
        median: 0.294821
        p75: 0.791137
        p95: 1.513451
        max: 7.023232
- period: '2023'
  is_all_period: false
  model: pyGETM
  analysed: '2026-04-30 16:22:30'
  datasets:
    OSTIA:
      rmse: 0.946367
      bias: 0.367813
      mae: 0.753864
      correlation: 0.963993
      n_points: 18964670
      mean_model: 12.5899
      mean_obs: 12.222087
      std_model: 4.206881
      std_obs: 3.982147
      error_distribution:
        min: -8.734104
        p05: -1.036473
        p25: -0.147291
        median: 0.391974
        p75: 0.912792
        p95: 1.673761
        max: 10.092068
    CCI-SST:
      rmse: 0.940398
      bias: 0.299667
      mae: 0.751067
      correlation: 0.96015
      n_points: 24690032
      mean_model: 12.775371
      mean_obs: 12.475733
      std_model: 4.065466
      std_obs: 3.904137
      error_distribution:
        min: -11.002635
        p05: -1.139919
        p25: -0.260594
        median: 0.308586
        p75: 0.87012
        p95: 1.671688
        max: 8.826496