format: '1.1'
variable: temp
title: TEMP Validation Statistics
created: '2026-05-08 10:23:23'
area: AMM7
experiment: CMEMS
author: RT
project: OceanICU
institute: BB
periods:
- period: 2016-2023
  is_all_period: true
  model: pyGETM
  analysed: '2026-05-29 09:16:59'
  datasets:
    WOA:
      rmse: 2.77338
      bias: -0.973394
      mae: 1.959953
      correlation: 0.823894
      n_points: 115591776
      mean_model: 8.205706
      mean_obs: 9.179101
      std_model: 4.582144
      std_obs: 3.759792
      error_distribution:
        min: -8.945814
        p05: -6.064509
        p25: -2.348702
        median: -0.37646
        p75: 0.624758
        p95: 2.29914
        max: 12.364826
      monthly:
        Jan:
          variable: Jan
          n_points: 9632648
          rmse: 2.659363
          bias: -1.095894
          mae: 1.842675
          correlation: 0.791559
          mean_model: 7.618443
          mean_obs: 8.714337
          std_model: 3.949954
          std_obs: 3.338411
          min_diff: -8.842419
          max_diff: 11.338195
          p05_diff: -6.032452
          p25_diff: -2.355379
          p50_diff: -0.398656
          p75_diff: 0.502291
          p95_diff: 1.775221
        Feb:
          variable: Feb
          n_points: 9632648
          rmse: 2.646463
          bias: -1.107512
          mae: 1.826358
          correlation: 0.783242
          mean_model: 7.448579
          mean_obs: 8.55609
          std_model: 3.847738
          std_obs: 3.247242
          min_diff: -8.772632
          max_diff: 10.823522
          p05_diff: -6.053468
          p25_diff: -2.320619
          p50_diff: -0.41112
          p75_diff: 0.469341
          p95_diff: 1.72013
        Mar:
          variable: Mar
          n_points: 9632648
          rmse: 2.640644
          bias: -1.093634
          mae: 1.815444
          correlation: 0.776654
          mean_model: 7.375652
          mean_obs: 8.469286
          std_model: 3.788909
          std_obs: 3.226302
          min_diff: -8.756038
          max_diff: 10.737516
          p05_diff: -6.046977
          p25_diff: -2.275252
          p50_diff: -0.386787
          p75_diff: 0.486169
          p95_diff: 1.680551
        Apr:
          variable: Apr
          n_points: 9632648
          rmse: 2.642386
          bias: -1.06026
          mae: 1.812456
          correlation: 0.779262
          mean_model: 7.506195
          mean_obs: 8.566455
          std_model: 3.844461
          std_obs: 3.226593
          min_diff: -8.764575
          max_diff: 10.423417
          p05_diff: -6.068716
          p25_diff: -2.266395
          p50_diff: -0.332615
          p75_diff: 0.529022
          p95_diff: 1.750576
        May:
          variable: May
          n_points: 9632648
          rmse: 2.701717
          bias: -0.928146
          mae: 1.890403
          correlation: 0.789835
          mean_model: 7.900604
          mean_obs: 8.828749
          std_model: 4.128039
          std_obs: 3.427136
          min_diff: -8.808475
          max_diff: 10.338642
          p05_diff: -6.121104
          p25_diff: -2.17453
          p50_diff: -0.266571
          p75_diff: 0.698217
          p95_diff: 2.218632
        Jun:
          variable: Jun
          n_points: 9632648
          rmse: 2.920784
          bias: -0.736121
          mae: 2.120316
          correlation: 0.806324
          mean_model: 8.54055
          mean_obs: 9.276671
          std_model: 4.774421
          std_obs: 3.729531
          min_diff: -8.900006
          max_diff: 12.100016
          p05_diff: -6.091949
          p25_diff: -2.241237
          p50_diff: -0.295249
          p75_diff: 0.890681
          p95_diff: 3.492123
        Jul:
          variable: Jul
          n_points: 9632648
          rmse: 3.022564
          bias: -0.716395
          mae: 2.194753
          correlation: 0.832467
          mean_model: 8.98632
          mean_obs: 9.702715
          std_model: 5.282138
          std_obs: 4.158263
          min_diff: -8.945814
          max_diff: 12.364826
          p05_diff: -6.104555
          p25_diff: -2.282207
          p50_diff: -0.349761
          p75_diff: 0.898168
          p95_diff: 3.75865
        Aug:
          variable: Aug
          n_points: 9632648
          rmse: 2.992436
          bias: -0.771172
          mae: 2.189172
          correlation: 0.852088
          mean_model: 9.191711
          mean_obs: 9.962883
          std_model: 5.503125
          std_obs: 4.436803
          min_diff: -8.758548
          max_diff: 12.27832
          p05_diff: -6.053488
          p25_diff: -2.400625
          p50_diff: -0.385188
          p75_diff: 0.880762
          p95_diff: 3.493494
        Sep:
          variable: Sep
          n_points: 9632648
          rmse: 2.871499
          bias: -0.911061
          mae: 2.088498
          correlation: 0.86037
          mean_model: 9.062916
          mean_obs: 9.973977
          std_model: 5.326834
          std_obs: 4.371732
          min_diff: -8.881812
          max_diff: 12.019421
          p05_diff: -6.032297
          p25_diff: -2.451437
          p50_diff: -0.435396
          p75_diff: 0.741271
          p95_diff: 2.882045
        Oct:
          variable: Oct
          n_points: 9632648
          rmse: 2.760265
          bias: -1.084095
          mae: 1.963158
          correlation: 0.853624
          mean_model: 8.658871
          mean_obs: 9.742966
          std_model: 4.867643
          std_obs: 4.032526
          min_diff: -8.856311
          max_diff: 10.930026
          p05_diff: -6.090321
          p25_diff: -2.491885
          p50_diff: -0.466531
          p75_diff: 0.534399
          p95_diff: 2.213148
        Nov:
          variable: Nov
          n_points: 9632648
          rmse: 2.706071
          bias: -1.072952
          mae: 1.901705
          correlation: 0.830604
          mean_model: 8.258469
          mean_obs: 9.331421
          std_model: 4.461182
          std_obs: 3.701581
          min_diff: -8.79326
          max_diff: 12.032527
          p05_diff: -6.058078
          p25_diff: -2.436936
          p50_diff: -0.399845
          p75_diff: 0.567913
          p95_diff: 1.935423
        Dec:
          variable: Dec
          n_points: 9632648
          rmse: 2.675859
          bias: -1.10349
          mae: 1.874502
          correlation: 0.812869
          mean_model: 7.920165
          mean_obs: 9.023656
          std_model: 4.184429
          std_obs: 3.451917
          min_diff: -8.939812
          max_diff: 11.460073
          p05_diff: -6.024292
          p25_diff: -2.446426
          p50_diff: -0.416765
          p75_diff: 0.531411
          p95_diff: 1.857904