format: '1.1'
variable: salt_surface
title: SALT_SURFACE Validation Statistics
created: '2026-10-08 19:59:28'
area: NSe
experiment: CMEMS/v01P
periods:
- period: 2010-2013
  is_all_period: true
  model: pyGETM
  analysed: '2026-10-08 19:59:28'
  datasets:
    CCI-SSS:
      rmse: 3.384142
      bias: -1.532086
      mae: 1.755073
      correlation: 0.890843
      n_points: 40069386
      mean_model: 32.177902
      mean_obs: 33.709989
      std_model: 5.165257
      std_obs: 2.775861
      error_distribution:
        min: -33.181764
        p05: -7.994104
        p25: -1.889962
        median: -0.344268
        p75: 0.10619
        p95: 0.575619
        max: 8.338877
      monthly:
        Jan:
          variable: salt_surface
          n_points: 3400824
          rmse: 2.929431
          bias: -1.104292
          mae: 1.4167
          correlation: 0.874897
          mean_model: 32.813137
          mean_obs: 33.917429
          std_model: 4.592043
          std_obs: 2.463191
          min_diff: -32.763459
          max_diff: 8.338877
          p05_diff: -7.083298
          p25_diff: -1.027785
          p50_diff: -0.14232
          p75_diff: 0.200616
          p95_diff: 0.733333
        Feb:
          variable: salt_surface
          n_points: 3099138
          rmse: 2.892354
          bias: -1.159592
          mae: 1.402879
          correlation: 0.876047
          mean_model: 32.801734
          mean_obs: 33.961326
          std_model: 4.583265
          std_obs: 2.553578
          min_diff: -31.739426
          max_diff: 4.674308
          p05_diff: -6.907056
          p25_diff: -1.080672
          p50_diff: -0.188295
          p75_diff: 0.120761
          p95_diff: 0.624757
        Mar:
          variable: salt_surface
          n_points: 3400824
          rmse: 2.598545
          bias: -1.066339
          mae: 1.342523
          correlation: 0.890879
          mean_model: 32.765496
          mean_obs: 33.831836
          std_model: 4.448428
          std_obs: 2.725152
          min_diff: -32.849322
          max_diff: 4.695014
          p05_diff: -6.055058
          p25_diff: -1.165882
          p50_diff: -0.157702
          p75_diff: 0.199048
          p95_diff: 0.657026
        Apr:
          variable: salt_surface
          n_points: 3291120
          rmse: 2.629987
          bias: -1.158468
          mae: 1.391718
          correlation: 0.900886
          mean_model: 32.567982
          mean_obs: 33.72645
          std_model: 4.631501
          std_obs: 2.934162
          min_diff: -33.181764
          max_diff: 7.229984
          p05_diff: -5.763986
          p25_diff: -1.465585
          p50_diff: -0.280453
          p75_diff: 0.141198
          p95_diff: 0.5828
        May:
          variable: salt_surface
          n_points: 3400824
          rmse: 3.037796
          bias: -1.409438
          mae: 1.603752
          correlation: 0.899709
          mean_model: 32.210259
          mean_obs: 33.619697
          std_model: 5.140413
          std_obs: 3.139169
          min_diff: -31.057439
          max_diff: 5.320242
          p05_diff: -6.947111
          p25_diff: -1.739282
          p50_diff: -0.350246
          p75_diff: 0.091105
          p95_diff: 0.502285
        Jun:
          variable: salt_surface
          n_points: 3291120
          rmse: 3.395593
          bias: -1.690335
          mae: 1.894241
          correlation: 0.906309
          mean_model: 31.751521
          mean_obs: 33.441856
          std_model: 5.454071
          std_obs: 3.110074
          min_diff: -31.716796
          max_diff: 4.546251
          p05_diff: -8.126398
          p25_diff: -2.286366
          p50_diff: -0.483578
          p75_diff: 0.058138
          p95_diff: 0.597618
        Jul:
          variable: salt_surface
          n_points: 3400824
          rmse: 3.838889
          bias: -1.958669
          mae: 2.131627
          correlation: 0.902546
          mean_model: 31.44523
          mean_obs: 33.403899
          std_model: 5.760636
          std_obs: 3.020281
          min_diff: -31.241858
          max_diff: 3.701475
          p05_diff: -9.431587
          p25_diff: -2.573366
          p50_diff: -0.55835
          p75_diff: 0.004295
          p95_diff: 0.539218
        Aug:
          variable: salt_surface
          n_points: 3400824
          rmse: 4.432264
          bias: -2.323839
          mae: 2.458209
          correlation: 0.859732
          mean_model: 31.322729
          mean_obs: 33.646568
          std_model: 5.919719
          std_obs: 2.830306
          min_diff: -30.958241
          max_diff: 2.883424
          p05_diff: -11.349762
          p25_diff: -2.895058
          p50_diff: -0.603855
          p75_diff: -0.02593
          p95_diff: 0.425584
        Sep:
          variable: salt_surface
          n_points: 3291120
          rmse: 4.013395
          bias: -2.014941
          mae: 2.181647
          correlation: 0.865861
          mean_model: 31.645623
          mean_obs: 33.660563
          std_model: 5.545609
          std_obs: 2.716024
          min_diff: -32.099529
          max_diff: 6.5173
          p05_diff: -9.865108
          p25_diff: -2.418585
          p50_diff: -0.465782
          p75_diff: 0.023832
          p95_diff: 0.509878
        Oct:
          variable: salt_surface
          n_points: 3400824
          rmse: 3.609406
          bias: -1.623082
          mae: 1.855979
          correlation: 0.882488
          mean_model: 32.059678
          mean_obs: 33.68276
          std_model: 5.296031
          std_obs: 2.627031
          min_diff: -32.376852
          max_diff: 5.630396
          p05_diff: -9.286186
          p25_diff: -1.651956
          p50_diff: -0.301524
          p75_diff: 0.137799
          p95_diff: 0.617432
        Nov:
          variable: salt_surface
          n_points: 3291120
          rmse: 3.455992
          bias: -1.470363
          mae: 1.745388
          correlation: 0.882335
          mean_model: 32.264667
          mean_obs: 33.73503
          std_model: 5.13177
          std_obs: 2.54071
          min_diff: -32.644327
          max_diff: 3.506577
          p05_diff: -8.526926
          p25_diff: -1.377329
          p50_diff: -0.214561
          p75_diff: 0.178676
          p95_diff: 0.681246
        Dec:
          variable: salt_surface
          n_points: 3400824
          rmse: 3.215825
          bias: -1.37927
          mae: 1.611186
          correlation: 0.890384
          mean_model: 32.526571
          mean_obs: 33.905841
          std_model: 4.870835
          std_obs: 2.459965
          min_diff: -30.855383
          max_diff: 4.378567
          p05_diff: -7.792975
          p25_diff: -1.471175
          p50_diff: -0.210081
          p75_diff: 0.162604
          p95_diff: 0.542073
- period: '2010'
  is_all_period: false
  model: pyGETM
  analysed: '2026-10-08 19:59:28'
  datasets:
    CCI-SSS:
      rmse: 3.147815
      bias: -1.187782
      mae: 1.499718
      correlation: 0.900424
      n_points: 10010490
      mean_model: 32.520435
      mean_obs: 33.708217
      std_model: 5.064371
      std_obs: 2.768551
      error_distribution:
        min: -33.181764
        p05: -7.738123
        p25: -1.203614
        median: -0.213001
        p75: 0.203488
        p95: 0.708069
        max: 8.338877
- period: '2011'
  is_all_period: false
  model: pyGETM
  analysed: '2026-10-08 19:59:28'
  datasets:
    CCI-SSS:
      rmse: 3.395028
      bias: -1.570468
      mae: 1.748523
      correlation: 0.892034
      n_points: 10010490
      mean_model: 32.178776
      mean_obs: 33.749244
      std_model: 5.175374
      std_obs: 2.767101
      error_distribution:
        min: -32.763459
        p05: -7.954416
        p25: -1.783626
        median: -0.322645
        p75: 0.087674
        p95: 0.492958
        max: 5.245262
- period: '2012'
  is_all_period: false
  model: pyGETM
  analysed: '2026-10-08 19:59:28'
  datasets:
    CCI-SSS:
      rmse: 3.683386
      bias: -1.841306
      mae: 2.031443
      correlation: 0.886224
      n_points: 10037916
      mean_model: 31.862593
      mean_obs: 33.703898
      std_model: 5.367402
      std_obs: 2.783976
      error_distribution:
        min: -32.024779
        p05: -8.670437
        p25: -2.607195
        median: -0.428479
        p75: 0.060143
        p95: 0.525636
        max: 4.695014
- period: '2013'
  is_all_period: false
  model: pyGETM
  analysed: '2026-10-08 19:59:28'
  datasets:
    CCI-SSS:
      rmse: 3.286577
      bias: -1.527942
      mae: 1.739851
      correlation: 0.884441
      n_points: 10010490
      mean_model: 32.15067
      mean_obs: 33.678612
      std_model: 5.025394
      std_obs: 2.783286
      error_distribution:
        min: -31.739426
        p05: -7.601406
        p25: -1.814374
        median: -0.370362
        p75: 0.091708
        p95: 0.567528
        max: 7.229984
