format: '1.1' variable: temp title: TEMP Validation Statistics created: '2026-05-29 11:42:11' area: AMM7 experiment: CMEMS_prof author: RT project: OceanICU institute: BB periods: - period: 2016-2022 is_all_period: true model: pyGETM analysed: '2026-05-29 11:42:11' datasets: WOA: rmse: 2.955635 bias: -1.350523 mae: 2.169898 correlation: 0.801889 n_points: 118126680 mean_model: 7.856611 mean_obs: 9.207133 std_model: 4.387867 std_obs: 3.715863 error_distribution: min: -8.940117 p05: -6.023242 p25: -3.209222 median: -0.721651 p75: 0.332074 p95: 2.206809 max: 13.881592 monthly: Jan: variable: Jan n_points: 9843890 rmse: 2.824807 bias: -1.438035 mae: 2.010146 correlation: 0.770455 mean_model: 7.328511 mean_obs: 8.766546 std_model: 3.755027 std_obs: 3.318837 min_diff: -8.845575 max_diff: 11.561745 p05_diff: -5.970012 p25_diff: -3.112043 p50_diff: -0.675323 p75_diff: 0.179695 p95_diff: 1.524578 Feb: variable: Feb n_points: 9843890 rmse: 2.799187 bias: -1.464741 mae: 1.965232 correlation: 0.764328 mean_model: 7.145891 mean_obs: 8.610632 std_model: 3.630846 std_obs: 3.231716 min_diff: -8.830487 max_diff: 11.896095 p05_diff: -5.988504 p25_diff: -3.088218 p50_diff: -0.662193 p75_diff: 0.135523 p95_diff: 1.334496 Mar: variable: Mar n_points: 9843890 rmse: 2.807696 bias: -1.454379 mae: 1.972065 correlation: 0.753751 mean_model: 7.069263 mean_obs: 8.523642 std_model: 3.566774 std_obs: 3.211787 min_diff: -8.595395 max_diff: 10.998901 p05_diff: -5.995277 p25_diff: -3.098833 p50_diff: -0.648811 p75_diff: 0.16622 p95_diff: 1.348919 Apr: variable: Apr n_points: 9843890 rmse: 2.822369 bias: -1.436983 mae: 1.997063 correlation: 0.755282 mean_model: 7.180482 mean_obs: 8.617465 std_model: 3.639111 std_obs: 3.209297 min_diff: -8.458515 max_diff: 10.707291 p05_diff: -6.012552 p25_diff: -3.14322 p50_diff: -0.624075 p75_diff: 0.241074 p95_diff: 1.414632 May: variable: May n_points: 9843890 rmse: 2.880995 bias: -1.334134 mae: 2.102444 correlation: 0.764572 mean_model: 7.532281 mean_obs: 8.866415 std_model: 3.910527 std_obs: 3.399005 min_diff: -8.512712 max_diff: 10.863541 p05_diff: -6.038606 p25_diff: -3.128327 p50_diff: -0.641678 p75_diff: 0.405042 p95_diff: 1.993732 Jun: variable: Jun n_points: 9843890 rmse: 3.020443 bias: -1.198731 mae: 2.279948 correlation: 0.786432 mean_model: 8.096051 mean_obs: 9.294782 std_model: 4.480853 std_obs: 3.684682 min_diff: -8.705927 max_diff: 13.121765 p05_diff: -6.009522 p25_diff: -3.186452 p50_diff: -0.69841 p75_diff: 0.565366 p95_diff: 2.889022 Jul: variable: Jul n_points: 9843890 rmse: 3.151038 bias: -1.145542 mae: 2.402905 correlation: 0.811952 mean_model: 8.555691 mean_obs: 9.701233 std_model: 5.028757 std_obs: 4.094954 min_diff: -8.776275 max_diff: 11.657133 p05_diff: -6.012369 p25_diff: -3.241687 p50_diff: -0.786796 p75_diff: 0.598324 p95_diff: 3.596063 Aug: variable: Aug n_points: 9843890 rmse: 3.188273 bias: -1.155443 mae: 2.450568 correlation: 0.829622 mean_model: 8.7966 mean_obs: 9.952044 std_model: 5.321444 std_obs: 4.36375 min_diff: -8.690909 max_diff: 11.669271 p05_diff: -5.981507 p25_diff: -3.324834 p50_diff: -0.840059 p75_diff: 0.616347 p95_diff: 3.821604 Sep: variable: Sep n_points: 9843890 rmse: 3.097587 bias: -1.277521 mae: 2.370512 correlation: 0.838502 mean_model: 8.690269 mean_obs: 9.96779 std_model: 5.178177 std_obs: 4.301162 min_diff: -8.637074 max_diff: 12.6758 p05_diff: -6.003323 p25_diff: -3.360328 p50_diff: -0.856613 p75_diff: 0.493167 p95_diff: 3.21944 Oct: variable: Oct n_points: 9843890 rmse: 3.005282 bias: -1.42841 mae: 2.245001 correlation: 0.831191 mean_model: 8.325459 mean_obs: 9.75387 std_model: 4.755496 std_obs: 3.978096 min_diff: -8.781027 max_diff: 12.195542 p05_diff: -6.100754 p25_diff: -3.342521 p50_diff: -0.853785 p75_diff: 0.353656 p95_diff: 2.339563 Nov: variable: Nov n_points: 9843890 rmse: 2.948094 bias: -1.415064 mae: 2.157695 correlation: 0.804353 mean_model: 7.947427 mean_obs: 9.362491 std_model: 4.343464 std_obs: 3.663818 min_diff: -8.861164 max_diff: 13.881592 p05_diff: -6.110605 p25_diff: -3.25903 p50_diff: -0.724159 p75_diff: 0.35943 p95_diff: 1.95062 Dec: variable: Dec n_points: 9843890 rmse: 2.886185 bias: -1.457291 mae: 2.085194 correlation: 0.787232 mean_model: 7.611394 mean_obs: 9.068685 std_model: 4.017807 std_obs: 3.423381 min_diff: -8.940117 max_diff: 11.946174 p05_diff: -6.056316 p25_diff: -3.204457 p50_diff: -0.726703 p75_diff: 0.237925 p95_diff: 1.681758 - period: 2016-2023 is_all_period: true model: pyGETM analysed: '2026-05-29 15:57:33' datasets: WOA: rmse: 2.96388 bias: -1.327598 mae: 2.179145 correlation: 0.800898 n_points: 133595650 mean_model: 7.881029 mean_obs: 9.208627 std_model: 4.414809 std_obs: 3.718818 error_distribution: min: -8.940121 p05: -6.029074 p25: -3.206563 median: -0.698545 p75: 0.380053 p95: 2.262558 max: 13.881571 monthly: Jan: variable: Jan n_points: 11250160 rmse: 2.837101 bias: -1.4266 mae: 2.019162 correlation: 0.767877 mean_model: 7.339957 mean_obs: 8.766557 std_model: 3.770722 std_obs: 3.318838 min_diff: -8.845576 max_diff: 11.931623 p05_diff: -5.991675 p25_diff: -3.118915 p50_diff: -0.658663 p75_diff: 0.219348 p95_diff: 1.548174 Feb: variable: Feb n_points: 11250160 rmse: 2.81137 bias: -1.45454 mae: 1.975664 correlation: 0.761659 mean_model: 7.156099 mean_obs: 8.610641 std_model: 3.645925 std_obs: 3.231716 min_diff: -8.830488 max_diff: 11.8961 p05_diff: -6.010418 p25_diff: -3.099206 p50_diff: -0.648156 p75_diff: 0.178696 p95_diff: 1.346697 Mar: variable: Mar n_points: 11250160 rmse: 2.817427 bias: -1.448688 mae: 1.980531 correlation: 0.75211 mean_model: 7.074966 mean_obs: 8.523654 std_model: 3.581306 std_obs: 3.211787 min_diff: -8.598198 max_diff: 10.998904 p05_diff: -6.012194 p25_diff: -3.10931 p50_diff: -0.640076 p75_diff: 0.200712 p95_diff: 1.338646 Apr: variable: Apr n_points: 11250160 rmse: 2.827249 bias: -1.418004 mae: 2.001851 correlation: 0.753805 mean_model: 7.199478 mean_obs: 8.617482 std_model: 3.658319 std_obs: 3.209299 min_diff: -8.458522 max_diff: 10.758079 p05_diff: -6.025249 p25_diff: -3.139482 p50_diff: -0.599891 p75_diff: 0.293761 p95_diff: 1.421755 May: variable: May n_points: 11250160 rmse: 2.887787 bias: -1.307282 mae: 2.111597 correlation: 0.763291 mean_model: 7.559166 mean_obs: 8.866448 std_model: 3.939105 std_obs: 3.399019 min_diff: -8.51272 max_diff: 10.863541 p05_diff: -6.043858 p25_diff: -3.124099 p50_diff: -0.610659 p75_diff: 0.471539 p95_diff: 2.019509 Jun: variable: Jun n_points: 11250160 rmse: 3.044995 bias: -1.144396 mae: 2.309735 correlation: 0.784026 mean_model: 8.150444 mean_obs: 9.29484 std_model: 4.541493 std_obs: 3.684719 min_diff: -8.705931 max_diff: 13.121752 p05_diff: -6.008419 p25_diff: -3.172545 p50_diff: -0.66412 p75_diff: 0.651033 p95_diff: 3.08817 Jul: variable: Jul n_points: 11250160 rmse: 3.15695 bias: -1.109137 mae: 2.411815 correlation: 0.811362 mean_model: 8.592175 mean_obs: 9.701311 std_model: 5.056396 std_obs: 4.095012 min_diff: -8.776281 max_diff: 11.656986 p05_diff: -5.999354 p25_diff: -3.226358 p50_diff: -0.750161 p75_diff: 0.671556 p95_diff: 3.645424 Aug: variable: Aug n_points: 11250160 rmse: 3.187522 bias: -1.133584 mae: 2.450658 correlation: 0.829336 mean_model: 8.818543 mean_obs: 9.952127 std_model: 5.330814 std_obs: 4.363813 min_diff: -8.690917 max_diff: 11.669293 p05_diff: -5.98109 p25_diff: -3.317273 p50_diff: -0.808705 p75_diff: 0.661544 p95_diff: 3.847466 Sep: variable: Sep n_points: 11250160 rmse: 3.109165 bias: -1.244329 mae: 2.38438 correlation: 0.837359 mean_model: 8.723522 mean_obs: 9.967852 std_model: 5.211028 std_obs: 4.301202 min_diff: -8.637077 max_diff: 12.675795 p05_diff: -6.008688 p25_diff: -3.357043 p50_diff: -0.826665 p75_diff: 0.564846 p95_diff: 3.280598 Oct: variable: Oct n_points: 11250160 rmse: 3.009315 bias: -1.402175 mae: 2.250763 correlation: 0.830641 mean_model: 8.35174 mean_obs: 9.753914 std_model: 4.782041 std_obs: 3.978121 min_diff: -8.78103 max_diff: 12.195467 p05_diff: -6.106669 p25_diff: -3.337348 p50_diff: -0.823353 p75_diff: 0.409875 p95_diff: 2.37753 Nov: variable: Nov n_points: 11250160 rmse: 2.946711 bias: -1.401354 mae: 2.156635 correlation: 0.804362 mean_model: 7.961157 mean_obs: 9.362511 std_model: 4.354438 std_obs: 3.663825 min_diff: -8.861167 max_diff: 13.881571 p05_diff: -6.109084 p25_diff: -3.25383 p50_diff: -0.703687 p75_diff: 0.392876 p95_diff: 1.950928 Dec: variable: Dec n_points: 9843890 rmse: 2.886192 bias: -1.457304 mae: 2.085203 correlation: 0.787232 mean_model: 7.611394 mean_obs: 9.068698 std_model: 4.017807 std_obs: 3.423383 min_diff: -8.940121 max_diff: 11.946157 p05_diff: -6.056327 p25_diff: -3.204472 p50_diff: -0.726729 p75_diff: 0.237918 p95_diff: 1.681744