format: '1.1'
variable: temp
title: TEMP Validation Statistics
created: '2026-05-07 08:00:00'
area: AMM7
experiment: Baseline
author: RT
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-07 18:47:19'
  datasets:
    WOA:
      rmse: 2.607289
      bias: -1.046243
      mae: 1.803862
      correlation: 0.840791
      n_points: 115638048
      mean_model: 8.134542
      mean_obs: 9.180785
      std_model: 4.410251
      std_obs: 3.763115
      error_distribution:
        min: -8.741735
        p05: -5.795679
        p25: -2.222036
        median: -0.477278
        p75: 0.347364
        p95: 1.933839
        max: 12.580668
      monthly:
        Jan:
          variable: Jan
          n_points: 9636504
          rmse: 2.516378
          bias: -1.115632
          mae: 1.704169
          correlation: 0.80912
          mean_model: 7.598298
          mean_obs: 8.713929
          std_model: 3.813958
          std_obs: 3.339605
          min_diff: -8.681312
          max_diff: 10.656719
          p05_diff: -5.783375
          p25_diff: -2.20113
          p50_diff: -0.443169
          p75_diff: 0.279952
          p95_diff: 1.531173
        Feb:
          variable: Feb
          n_points: 9636504
          rmse: 2.496185
          bias: -1.117597
          mae: 1.678914
          correlation: 0.801784
          mean_model: 7.437899
          mean_obs: 8.555496
          std_model: 3.706044
          std_obs: 3.248323
          min_diff: -8.723248
          max_diff: 10.164473
          p05_diff: -5.800375
          p25_diff: -2.145114
          p50_diff: -0.452636
          p75_diff: 0.262101
          p95_diff: 1.483456
        Mar:
          variable: Mar
          n_points: 9636504
          rmse: 2.481171
          bias: -1.114342
          mae: 1.661821
          correlation: 0.798755
          mean_model: 7.354635
          mean_obs: 8.468977
          std_model: 3.647408
          std_obs: 3.227526
          min_diff: -8.685798
          max_diff: 10.360797
          p05_diff: -5.776117
          p25_diff: -2.094932
          p50_diff: -0.441298
          p75_diff: 0.270533
          p95_diff: 1.426037
        Apr:
          variable: Apr
          n_points: 9636504
          rmse: 2.472705
          bias: -1.129806
          mae: 1.649881
          correlation: 0.805481
          mean_model: 7.436828
          mean_obs: 8.566635
          std_model: 3.685551
          std_obs: 3.228155
          min_diff: -8.593528
          max_diff: 10.285793
          p05_diff: -5.777091
          p25_diff: -2.113291
          p50_diff: -0.443601
          p75_diff: 0.250826
          p95_diff: 1.375607
        May:
          variable: May
          n_points: 9636504
          rmse: 2.515965
          bias: -1.049363
          mae: 1.705715
          correlation: 0.815809
          mean_model: 7.781019
          mean_obs: 8.830383
          std_model: 3.935892
          std_obs: 3.429533
          min_diff: -8.619434
          max_diff: 8.816159
          p05_diff: -5.832406
          p25_diff: -2.035156
          p50_diff: -0.409233
          p75_diff: 0.360573
          p95_diff: 1.723319
        Jun:
          variable: Jun
          n_points: 9636504
          rmse: 2.71011
          bias: -0.866879
          mae: 1.931971
          correlation: 0.826532
          mean_model: 8.413641
          mean_obs: 9.28052
          std_model: 4.561246
          std_obs: 3.73442
          min_diff: -8.741735
          max_diff: 11.133049
          p05_diff: -5.820738
          p25_diff: -2.129572
          p50_diff: -0.441344
          p75_diff: 0.561779
          p95_diff: 2.883733
        Jul:
          variable: Jul
          n_points: 9636504
          rmse: 2.839553
          bias: -0.816289
          mae: 2.035514
          correlation: 0.846283
          mean_model: 8.892
          mean_obs: 9.708288
          std_model: 5.097466
          std_obs: 4.164519
          min_diff: -8.695439
          max_diff: 12.580668
          p05_diff: -5.847407
          p25_diff: -2.194159
          p50_diff: -0.467369
          p75_diff: 0.611721
          p95_diff: 3.302276
        Aug:
          variable: Aug
          n_points: 9636504
          rmse: 2.826483
          bias: -0.862383
          mae: 2.040751
          correlation: 0.863367
          mean_model: 9.105705
          mean_obs: 9.968089
          std_model: 5.325747
          std_obs: 4.443085
          min_diff: -8.594491
          max_diff: 12.041047
          p05_diff: -5.792706
          p25_diff: -2.316619
          p50_diff: -0.510419
          p75_diff: 0.591286
          p95_diff: 3.178748
        Sep:
          variable: Sep
          n_points: 9636504
          rmse: 2.713105
          bias: -1.004528
          mae: 1.941594
          correlation: 0.871628
          mean_model: 8.972597
          mean_obs: 9.977126
          std_model: 5.137479
          std_obs: 4.375958
          min_diff: -8.596387
          max_diff: 11.036301
          p05_diff: -5.773563
          p25_diff: -2.351704
          p50_diff: -0.558054
          p75_diff: 0.420179
          p95_diff: 2.53005
        Oct:
          variable: Oct
          n_points: 9636504
          rmse: 2.607908
          bias: -1.162173
          mae: 1.821061
          correlation: 0.867424
          mean_model: 8.583053
          mean_obs: 9.745226
          std_model: 4.691591
          std_obs: 4.035821
          min_diff: -8.706373
          max_diff: 9.252474
          p05_diff: -5.814592
          p25_diff: -2.378647
          p50_diff: -0.566086
          p75_diff: 0.238102
          p95_diff: 1.861209
        Nov:
          variable: Nov
          n_points: 9636504
          rmse: 2.551896
          bias: -1.148604
          mae: 1.750298
          correlation: 0.847609
          mean_model: 8.182908
          mean_obs: 9.331511
          std_model: 4.29285
          std_obs: 3.703141
          min_diff: -8.686923
          max_diff: 11.1423
          p05_diff: -5.780541
          p25_diff: -2.323195
          p50_diff: -0.498054
          p75_diff: 0.287079
          p95_diff: 1.558857
        Dec:
          variable: Dec
          n_points: 9636504
          rmse: 2.518081
          bias: -1.167317
          mae: 1.724658
          correlation: 0.832547
          mean_model: 7.855927
          mean_obs: 9.023245
          std_model: 4.023369
          std_obs: 3.453127
          min_diff: -8.705972
          max_diff: 9.144204
          p05_diff: -5.749343
          p25_diff: -2.305757
          p50_diff: -0.522754
          p75_diff: 0.234556
          p95_diff: 1.511897