format: '1.1'
variable: temp_surface
title: TEMP_SURFACE Validation Statistics
created: '2026-05-04 08:37:10'
area: NS
experiment: CMEMS
author: KB
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-07 07:54:54'
  datasets:
    OSTIA:
      rmse: 0.859833
      bias: 0.196991
      mae: 0.676138
      correlation: 0.901034
      n_points: 2003850
      mean_model: 11.172683
      mean_obs: 10.975692
      std_model: 4.240114
      std_obs: 3.942616
      error_distribution:
        min: -7.17442
        p05: -0.985274
        p25: -0.276826
        median: 0.166645
        p75: 0.631013
        p95: 1.402241
        max: 7.93951
      monthly:
        Jan:
          variable: temp_surface
          n_points: 169725
          rmse: 0.722907
          bias: -0.255012
          mae: 0.544883
          correlation: 0.939971
          mean_model: 7.284411
          mean_obs: 7.539423
          std_model: 1.796236
          std_obs: 1.974468
          min_diff: -5.559773
          max_diff: 6.924991
          p05_diff: -1.295734
          p25_diff: -0.634978
          p50_diff: -0.270382
          p75_diff: 0.099379
          p95_diff: 0.815028
        Feb:
          variable: temp_surface
          n_points: 158775
          rmse: 0.604155
          bias: -0.034032
          mae: 0.449328
          correlation: 0.92392
          mean_model: 6.550178
          mean_obs: 6.58421
          std_model: 1.509118
          std_obs: 1.568929
          min_diff: -3.363684
          max_diff: 6.279201
          p05_diff: -0.869406
          p25_diff: -0.401349
          p50_diff: -0.100997
          p75_diff: 0.268013
          p95_diff: 1.017541
        Mar:
          variable: temp_surface
          n_points: 169725
          rmse: 0.614923
          bias: -0.016975
          mae: 0.460582
          correlation: 0.887849
          mean_model: 6.257945
          mean_obs: 6.274921
          std_model: 1.270687
          std_obs: 1.317868
          min_diff: -3.419513
          max_diff: 6.934361
          p05_diff: -0.857987
          p25_diff: -0.399154
          p50_diff: -0.112754
          p75_diff: 0.296662
          p95_diff: 1.06087
        Apr:
          variable: temp_surface
          n_points: 164250
          rmse: 0.538218
          bias: -0.085221
          mae: 0.39393
          correlation: 0.823276
          mean_model: 7.414592
          mean_obs: 7.499813
          std_model: 0.851664
          std_obs: 0.921843
          min_diff: -2.827869
          max_diff: 7.501044
          p05_diff: -0.840302
          p25_diff: -0.392501
          p50_diff: -0.125677
          p75_diff: 0.189501
          p95_diff: 0.745527
        May:
          variable: temp_surface
          n_points: 169725
          rmse: 0.840416
          bias: 0.30308
          mae: 0.623721
          correlation: 0.904124
          mean_model: 10.214453
          mean_obs: 9.911373
          std_model: 1.819968
          std_obs: 1.546727
          min_diff: -6.12609
          max_diff: 6.025046
          p05_diff: -0.811758
          p25_diff: -0.194501
          p50_diff: 0.220597
          p75_diff: 0.756368
          p95_diff: 1.690471
        Jun:
          variable: temp_surface
          n_points: 164250
          rmse: 1.725138
          bias: 1.261236
          mae: 1.452351
          correlation: 0.845333
          mean_model: 14.566478
          mean_obs: 13.305242
          std_model: 2.1673
          std_obs: 2.043636
          min_diff: -7.17442
          max_diff: 7.93951
          p05_diff: -0.664002
          p25_diff: 0.548463
          p50_diff: 1.303782
          p75_diff: 2.019499
          p95_diff: 3.101132
        Jul:
          variable: temp_surface
          n_points: 169725
          rmse: 1.325702
          bias: 0.836471
          mae: 1.107933
          correlation: 0.869488
          mean_model: 16.278973
          mean_obs: 15.442502
          std_model: 2.08217
          std_obs: 1.810253
          min_diff: -6.309467
          max_diff: 7.245397
          p05_diff: -0.97297
          p25_diff: 0.277815
          p50_diff: 0.934546
          p75_diff: 1.487579
          p95_diff: 2.332812
        Aug:
          variable: temp_surface
          n_points: 169725
          rmse: 0.957737
          bias: 0.478895
          mae: 0.765454
          correlation: 0.92947
          mean_model: 16.423428
          mean_obs: 15.944533
          std_model: 2.202919
          std_obs: 1.88167
          min_diff: -6.614559
          max_diff: 4.262858
          p05_diff: -0.918804
          p25_diff: 0.045354
          p50_diff: 0.53509
          p75_diff: 0.973516
          p95_diff: 1.695547
        Sep:
          variable: temp_surface
          n_points: 164250
          rmse: 0.801576
          bias: 0.10338
          mae: 0.622026
          correlation: 0.96056
          mean_model: 16.210403
          mean_obs: 16.107024
          std_model: 2.499353
          std_obs: 2.015024
          min_diff: -4.473786
          max_diff: 3.950871
          p05_diff: -1.293014
          p25_diff: -0.369449
          p50_diff: 0.159073
          p75_diff: 0.584245
          p95_diff: 1.355785
        Oct:
          variable: temp_surface
          n_points: 169725
          rmse: 0.782337
          bias: -0.148038
          mae: 0.62675
          correlation: 0.930975
          mean_model: 13.19757
          mean_obs: 13.345608
          std_model: 2.074326
          std_obs: 1.802194
          min_diff: -3.433558
          max_diff: 4.263984
          p05_diff: -1.293489
          p25_diff: -0.679968
          p50_diff: -0.211634
          p75_diff: 0.34242
          p95_diff: 1.186934
        Nov:
          variable: temp_surface
          n_points: 164250
          rmse: 0.714473
          bias: -0.047074
          mae: 0.550895
          correlation: 0.906482
          mean_model: 10.52271
          mean_obs: 10.569784
          std_model: 1.68238
          std_obs: 1.58525
          min_diff: -7.161
          max_diff: 7.474253
          p05_diff: -1.098587
          p25_diff: -0.522343
          p50_diff: -0.083774
          p75_diff: 0.375541
          p95_diff: 1.120454
        Dec:
          variable: temp_surface
          n_points: 169725
          rmse: 0.675705
          bias: -0.033388
          mae: 0.511326
          correlation: 0.889584
          mean_model: 8.982616
          mean_obs: 9.016005
          std_model: 1.397055
          std_obs: 1.46245
          min_diff: -3.804661
          max_diff: 7.349347
          p05_diff: -1.022484
          p25_diff: -0.483499
          p50_diff: -0.056653
          p75_diff: 0.363475
          p95_diff: 1.014488
    CCI-SST:
      rmse: 0.854052
      bias: 0.402442
      mae: 0.6755
      correlation: 0.921338
      n_points: 17213415
      mean_model: 11.426628
      mean_obs: 11.024208
      std_model: 4.206583
      std_obs: 3.982373
      error_distribution:
        min: -7.840315
        p05: -0.704567
        p25: -0.036324
        median: 0.391628
        p75: 0.827037
        p95: 1.555226
        max: 8.491394
      monthly:
        Jan:
          variable: temp_surface
          n_points: 1460968
          rmse: 0.626237
          bias: 0.169047
          mae: 0.469875
          correlation: 0.935873
          mean_model: 7.702723
          mean_obs: 7.533676
          std_model: 1.676812
          std_obs: 1.689891
          min_diff: -6.306775
          max_diff: 7.290146
          p05_diff: -0.715337
          p25_diff: -0.2149
          p50_diff: 0.138389
          p75_diff: 0.518769
          p95_diff: 1.154231
        Feb:
          variable: temp_surface
          n_points: 1331311
          rmse: 0.628181
          bias: 0.168635
          mae: 0.458609
          correlation: 0.93989
          mean_model: 6.797732
          mean_obs: 6.629334
          std_model: 1.740988
          std_obs: 1.749509
          min_diff: -6.465319
          max_diff: 6.666501
          p05_diff: -0.687517
          p25_diff: -0.208586
          p50_diff: 0.127555
          p75_diff: 0.494904
          p95_diff: 1.144277
        Mar:
          variable: temp_surface
          n_points: 1460966
          rmse: 0.588952
          bias: 0.199744
          mae: 0.430211
          correlation: 0.94248
          mean_model: 6.648236
          mean_obs: 6.448501
          std_model: 1.600638
          std_obs: 1.652465
          min_diff: -4.227949
          max_diff: 5.362084
          p05_diff: -0.576239
          p25_diff: -0.152229
          p50_diff: 0.147374
          p75_diff: 0.492134
          p95_diff: 1.154144
        Apr:
          variable: temp_surface
          n_points: 1413840
          rmse: 0.568042
          bias: 0.226676
          mae: 0.42897
          correlation: 0.931325
          mean_model: 7.801836
          mean_obs: 7.57516
          std_model: 1.385609
          std_obs: 1.419463
          min_diff: -4.472157
          max_diff: 6.754338
          p05_diff: -0.535133
          p25_diff: -0.109559
          p50_diff: 0.187548
          p75_diff: 0.530576
          p95_diff: 1.134327
        May:
          variable: temp_surface
          n_points: 1460968
          rmse: 0.960236
          bias: 0.602186
          mae: 0.753069
          correlation: 0.915179
          mean_model: 10.584557
          mean_obs: 9.98237
          std_model: 1.851162
          std_obs: 1.746571
          min_diff: -5.114122
          max_diff: 6.800324
          p05_diff: -0.502585
          p25_diff: 0.113605
          p50_diff: 0.562339
          p75_diff: 1.04985
          p95_diff: 1.870997
        Jun:
          variable: temp_surface
          n_points: 1413840
          rmse: 1.492459
          bias: 1.0823
          mae: 1.253231
          correlation: 0.895152
          mean_model: 14.559077
          mean_obs: 13.476777
          std_model: 2.300877
          std_obs: 2.123842
          min_diff: -7.840315
          max_diff: 6.73962
          p05_diff: -0.596547
          p25_diff: 0.461804
          p50_diff: 1.136421
          p75_diff: 1.726212
          p95_diff: 2.675522
        Jul:
          variable: temp_surface
          n_points: 1460968
          rmse: 1.38473
          bias: 0.985885
          mae: 1.169798
          correlation: 0.901129
          mean_model: 16.547487
          mean_obs: 15.561604
          std_model: 2.241441
          std_obs: 1.985821
          min_diff: -7.593153
          max_diff: 7.753879
          p05_diff: -0.65296
          p25_diff: 0.448623
          p50_diff: 1.054219
          p75_diff: 1.587541
          p95_diff: 2.407869
        Aug:
          variable: temp_surface
          n_points: 1460968
          rmse: 1.072587
          bias: 0.657789
          mae: 0.86463
          correlation: 0.927312
          mean_model: 17.128839
          mean_obs: 16.47105
          std_model: 2.235514
          std_obs: 1.940203
          min_diff: -7.606047
          max_diff: 7.433704
          p05_diff: -0.703256
          p25_diff: 0.197579
          p50_diff: 0.686266
          p75_diff: 1.144032
          p95_diff: 1.944216
        Sep:
          variable: temp_surface
          n_points: 1413840
          rmse: 0.814788
          bias: 0.191096
          mae: 0.619364
          correlation: 0.949962
          mean_model: 15.714411
          mean_obs: 15.523316
          std_model: 2.389488
          std_obs: 2.004863
          min_diff: -5.388697
          max_diff: 5.18924
          p05_diff: -1.047523
          p25_diff: -0.292665
          p50_diff: 0.172029
          p75_diff: 0.662098
          p95_diff: 1.498284
        Oct:
          variable: temp_surface
          n_points: 1460968
          rmse: 0.747724
          bias: 0.047546
          mae: 0.575056
          correlation: 0.936028
          mean_model: 13.204976
          mean_obs: 13.157431
          std_model: 2.089326
          std_obs: 1.828467
          min_diff: -5.073934
          max_diff: 4.864631
          p05_diff: -1.091341
          p25_diff: -0.4288
          p50_diff: -0.007037
          p75_diff: 0.500368
          p95_diff: 1.325024
        Nov:
          variable: temp_surface
          n_points: 1413840
          rmse: 0.680068
          bias: 0.177201
          mae: 0.513717
          correlation: 0.92591
          mean_model: 11.080616
          mean_obs: 10.903415
          std_model: 1.729187
          std_obs: 1.667662
          min_diff: -5.300392
          max_diff: 6.728975
          p05_diff: -0.786302
          p25_diff: -0.252634
          p50_diff: 0.127411
          p75_diff: 0.567757
          p95_diff: 1.276345
        Dec:
          variable: temp_surface
          n_points: 1460938
          rmse: 0.751577
          bias: 0.302622
          mae: 0.553867
          correlation: 0.911147
          mean_model: 9.049447
          mean_obs: 8.746869
          std_model: 1.592213
          std_obs: 1.657607
          min_diff: -6.037645
          max_diff: 8.491394
          p05_diff: -0.669118
          p25_diff: -0.136256
          p50_diff: 0.254723
          p75_diff: 0.686045
          p95_diff: 1.404126
- period: '2016'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:54'
  datasets:
    OSTIA:
      rmse: 0.859833
      bias: 0.196991
      mae: 0.676138
      correlation: 0.901034
      n_points: 2003850
      mean_model: 11.172683
      mean_obs: 10.975692
      std_model: 4.240114
      std_obs: 3.942616
      error_distribution:
        min: -7.17442
        p05: -0.985274
        p25: -0.276826
        median: 0.166645
        p75: 0.631013
        p95: 1.402241
        max: 7.93951
    CCI-SST:
      rmse: 0.827051
      bias: 0.294404
      mae: 0.656035
      correlation: 0.925757
      n_points: 2156106
      mean_model: 11.304281
      mean_obs: 11.009877
      std_model: 4.219605
      std_obs: 3.920459
      error_distribution:
        min: -6.864558
        p05: -0.78951
        p25: -0.150377
        median: 0.264789
        p75: 0.703586
        p95: 1.429331
        max: 7.525248
- period: '2017'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:54'
  datasets:
    CCI-SST:
      rmse: 0.803182
      bias: 0.386284
      mae: 0.635817
      correlation: 0.926419
      n_points: 2150199
      mean_model: 11.320772
      mean_obs: 10.934525
      std_model: 4.005127
      std_obs: 3.791615
      error_distribution:
        min: -6.465319
        p05: -0.645615
        p25: -0.043037
        median: 0.370504
        p75: 0.791464
        p95: 1.440687
        max: 7.212028
- period: '2018'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:54'
  datasets:
    CCI-SST:
      rmse: 0.963725
      bias: 0.471487
      mae: 0.758986
      correlation: 0.924146
      n_points: 2150213
      mean_model: 11.24324
      mean_obs: 10.771758
      std_model: 4.721801
      std_obs: 4.515924
      error_distribution:
        min: -7.840315
        p05: -0.763631
        p25: -0.019648
        median: 0.453379
        p75: 0.938911
        p95: 1.769345
        max: 7.126465
- period: '2019'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:54'
  datasets:
    CCI-SST:
      rmse: 0.846184
      bias: 0.446337
      mae: 0.680457
      correlation: 0.927146
      n_points: 2150215
      mean_model: 11.366439
      mean_obs: 10.920102
      std_model: 4.047107
      std_obs: 3.761288
      error_distribution:
        min: -5.592931
        p05: -0.611259
        p25: 0.005632
        median: 0.419914
        p75: 0.846088
        p95: 1.528461
        max: 7.505712
- period: '2020'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:55'
  datasets:
    CCI-SST:
      rmse: 0.788268
      bias: 0.392642
      mae: 0.627775
      correlation: 0.922697
      n_points: 2156106
      mean_model: 11.493364
      mean_obs: 11.100721
      std_model: 3.871092
      std_obs: 3.625152
      error_distribution:
        min: -7.827645
        p05: -0.627983
        p25: -0.023087
        median: 0.37051
        p75: 0.780811
        p95: 1.441946
        max: 7.433704
- period: '2021'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:55'
  datasets:
    CCI-SST:
      rmse: 0.905582
      bias: 0.416798
      mae: 0.706887
      correlation: 0.904434
      n_points: 2150176
      mean_model: 11.264254
      mean_obs: 10.847553
      std_model: 4.381944
      std_obs: 4.159381
      error_distribution:
        min: -6.413339
        p05: -0.755144
        p25: -0.025405
        median: 0.409893
        p75: 0.839976
        p95: 1.637873
        max: 6.666501
- period: '2022'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:55'
  datasets:
    CCI-SST:
      rmse: 0.76198
      bias: 0.297886
      mae: 0.593186
      correlation: 0.930603
      n_points: 2150215
      mean_model: 11.640145
      mean_obs: 11.342259
      std_model: 4.108905
      std_obs: 3.994681
      error_distribution:
        min: -6.037645
        p05: -0.739915
        p25: -0.09989
        median: 0.286885
        p75: 0.685143
        p95: 1.38302
        max: 7.753879
- period: '2023'
  is_all_period: false
  model: pyGETM
  analysed: '2026-05-07 07:54:55'
  datasets:
    CCI-SST:
      rmse: 0.932591
      bias: 0.514021
      mae: 0.74504
      correlation: 0.914435
      n_points: 2150185
      mean_model: 11.780688
      mean_obs: 11.266698
      std_model: 4.208816
      std_obs: 3.989545
      error_distribution:
        min: -7.312209
        p05: -0.641433
        p25: 0.048101
        median: 0.503937
        p75: 0.951201
        p95: 1.693209
        max: 8.491394