format: '1.1' variable: temp_surface title: TEMP_SURFACE Validation Statistics created: '2026-05-05 08:37:50' area: AMM7 experiment: ObsKd author: RT project: OceanICU institute: BB periods: - period: 2016-2023 is_all_period: true model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 0.987956 bias: 0.573479 mae: 0.800011 correlation: 0.965386 n_points: 151821276 mean_model: 12.444224 mean_obs: 11.870744 std_model: 3.916936 std_obs: 3.813303 error_distribution: min: -9.620303 p05: -0.723803 p25: 0.113357 median: 0.597035 p75: 1.0669 p95: 1.797028 max: 9.272725 monthly: Jan: variable: temp_surface n_points: 12885584 rmse: 1.080785 bias: 0.548378 mae: 0.85956 correlation: 0.950487 mean_model: 10.030388 mean_obs: 9.48201 std_model: 2.947159 std_obs: 2.632231 min_diff: -6.218562 max_diff: 8.986758 p05_diff: -0.871563 p25_diff: -0.055274 p50_diff: 0.555337 p75_diff: 1.167175 p95_diff: 2.021932 Feb: variable: temp_surface n_points: 11742508 rmse: 1.04569 bias: 0.522104 mae: 0.812491 correlation: 0.954553 mean_model: 9.474347 mean_obs: 8.952243 std_model: 2.99001 std_obs: 2.690638 min_diff: -6.486066 max_diff: 8.897275 p05_diff: -0.837642 p25_diff: -0.035348 p50_diff: 0.511217 p75_diff: 1.079373 p95_diff: 1.960231 Mar: variable: temp_surface n_points: 12885584 rmse: 0.970726 bias: 0.475811 mae: 0.758056 correlation: 0.959659 mean_model: 9.306315 mean_obs: 8.830504 std_model: 2.963538 std_obs: 2.696963 min_diff: -6.145113 max_diff: 7.905662 p05_diff: -0.83052 p25_diff: -0.00996 p50_diff: 0.481858 p75_diff: 0.98768 p95_diff: 1.791971 Apr: variable: temp_surface n_points: 12469920 rmse: 0.86911 bias: 0.43054 mae: 0.698004 correlation: 0.968079 mean_model: 9.86656 mean_obs: 9.436019 std_model: 2.919237 std_obs: 2.640011 min_diff: -5.006665 max_diff: 6.930973 p05_diff: -0.820388 p25_diff: 0.013785 p50_diff: 0.473099 p75_diff: 0.901937 p95_diff: 1.566993 May: variable: temp_surface n_points: 12885584 rmse: 0.872239 bias: 0.528974 mae: 0.717107 correlation: 0.973265 mean_model: 11.43647 mean_obs: 10.907496 std_model: 2.986247 std_obs: 2.803769 min_diff: -9.466479 max_diff: 6.557014 p05_diff: -0.63314 p25_diff: 0.129881 p50_diff: 0.575299 p75_diff: 0.970804 p95_diff: 1.56382 Jun: variable: temp_surface n_points: 12469920 rmse: 1.106809 bias: 0.726337 mae: 0.908457 correlation: 0.962551 mean_model: 14.035845 mean_obs: 13.309506 std_model: 2.978667 std_obs: 3.080145 min_diff: -9.620303 max_diff: 7.518145 p05_diff: -0.661898 p25_diff: 0.271431 p50_diff: 0.7467 p75_diff: 1.218123 p95_diff: 2.022739 Jul: variable: temp_surface n_points: 12885584 rmse: 1.142896 bias: 0.750713 mae: 0.939232 correlation: 0.961954 mean_model: 15.782845 mean_obs: 15.032131 std_model: 2.928815 std_obs: 3.137288 min_diff: -9.143373 max_diff: 7.893073 p05_diff: -0.685403 p25_diff: 0.285094 p50_diff: 0.778207 p75_diff: 1.246258 p95_diff: 2.085704 Aug: variable: temp_surface n_points: 12885584 rmse: 1.029043 bias: 0.623316 mae: 0.828477 correlation: 0.965299 mean_model: 16.422569 mean_obs: 15.799252 std_model: 2.967319 std_obs: 3.128779 min_diff: -7.547925 max_diff: 7.448038 p05_diff: -0.725454 p25_diff: 0.190325 p50_diff: 0.643091 p75_diff: 1.083526 p95_diff: 1.884656 Sep: variable: temp_surface n_points: 12469920 rmse: 0.861226 bias: 0.485019 mae: 0.687213 correlation: 0.976065 mean_model: 15.620889 mean_obs: 15.135869 std_model: 3.205802 std_obs: 3.271827 min_diff: -6.395054 max_diff: 7.069598 p05_diff: -0.679363 p25_diff: 0.065998 p50_diff: 0.500959 p75_diff: 0.916958 p95_diff: 1.586345 Oct: variable: temp_surface n_points: 12885584 rmse: 0.846387 bias: 0.494076 mae: 0.681972 correlation: 0.976494 mean_model: 13.888319 mean_obs: 13.394244 std_model: 3.173764 std_obs: 3.164634 min_diff: -5.031437 max_diff: 5.653036 p05_diff: -0.629485 p25_diff: 0.067983 p50_diff: 0.510662 p75_diff: 0.923051 p95_diff: 1.580994 Nov: variable: temp_surface n_points: 12469920 rmse: 0.977118 bias: 0.610368 mae: 0.801553 correlation: 0.967237 mean_model: 12.270721 mean_obs: 11.660352 std_model: 2.993903 std_obs: 2.828789 min_diff: -5.719996 max_diff: 7.255218 p05_diff: -0.667077 p25_diff: 0.124318 p50_diff: 0.636971 p75_diff: 1.106212 p95_diff: 1.822911 Dec: variable: temp_surface n_points: 12885584 rmse: 1.108789 bias: 0.680211 mae: 0.905734 correlation: 0.957039 mean_model: 10.997031 mean_obs: 10.316819 std_model: 2.961381 std_obs: 2.662698 min_diff: -5.929255 max_diff: 9.272725 p05_diff: -0.751615 p25_diff: 0.127756 p50_diff: 0.70467 p75_diff: 1.264213 p95_diff: 2.027613 CCI-SST: rmse: 0.980128 bias: 0.549093 mae: 0.791595 correlation: 0.963934 n_points: 197655640 mean_model: 12.624991 mean_obs: 12.075923 std_model: 3.809774 std_obs: 3.750944 error_distribution: min: -10.784934 p05: -0.756893 p25: 0.052747 median: 0.571217 p75: 1.0612 p95: 1.790299 max: 9.421558 monthly: Jan: variable: temp_surface n_points: 16775712 rmse: 1.049837 bias: 0.510243 mae: 0.824723 correlation: 0.949785 mean_model: 10.33937 mean_obs: 9.829197 std_model: 2.914098 std_obs: 2.665747 min_diff: -6.271367 max_diff: 8.11049 p05_diff: -0.861079 p25_diff: -0.119098 p50_diff: 0.483665 p75_diff: 1.127742 p95_diff: 2.004213 Feb: variable: temp_surface n_points: 15287454 rmse: 1.019111 bias: 0.506634 mae: 0.787859 correlation: 0.954238 mean_model: 9.829207 mean_obs: 9.322713 std_model: 2.944628 std_obs: 2.728761 min_diff: -7.544848 max_diff: 8.363163 p05_diff: -0.793226 p25_diff: -0.078047 p50_diff: 0.474941 p75_diff: 1.058848 p95_diff: 1.947505 Mar: variable: temp_surface n_points: 16775702 rmse: 0.966718 bias: 0.484717 mae: 0.756628 correlation: 0.958545 mean_model: 9.673828 mean_obs: 9.189193 std_model: 2.922628 std_obs: 2.723269 min_diff: -7.036768 max_diff: 7.513334 p05_diff: -0.780556 p25_diff: -0.040638 p50_diff: 0.483771 p75_diff: 1.002931 p95_diff: 1.809178 Apr: variable: temp_surface n_points: 16234560 rmse: 0.865648 bias: 0.434207 mae: 0.694052 correlation: 0.96643 mean_model: 10.187175 mean_obs: 9.753018 std_model: 2.876186 std_obs: 2.658269 min_diff: -6.036562 max_diff: 6.364119 p05_diff: -0.776614 p25_diff: -0.023714 p50_diff: 0.46296 p75_diff: 0.916012 p95_diff: 1.596509 May: variable: temp_surface n_points: 16775712 rmse: 0.875658 bias: 0.529073 mae: 0.717851 correlation: 0.971042 mean_model: 11.642178 mean_obs: 11.113115 std_model: 2.91812 std_obs: 2.804932 min_diff: -8.915569 max_diff: 6.608317 p05_diff: -0.63723 p25_diff: 0.11098 p50_diff: 0.570035 p75_diff: 0.983849 p95_diff: 1.579715 Jun: variable: temp_surface n_points: 16234560 rmse: 1.086707 bias: 0.694492 mae: 0.893805 correlation: 0.960888 mean_model: 14.06181 mean_obs: 13.367288 std_model: 2.87995 std_obs: 3.017318 min_diff: -10.784934 max_diff: 7.103183 p05_diff: -0.71087 p25_diff: 0.247551 p50_diff: 0.729423 p75_diff: 1.195374 p95_diff: 1.962006 Jul: variable: temp_surface n_points: 16775712 rmse: 1.113399 bias: 0.719852 mae: 0.915797 correlation: 0.962251 mean_model: 15.763014 mean_obs: 15.04313 std_model: 2.866924 std_obs: 3.094324 min_diff: -10.215148 max_diff: 7.546803 p05_diff: -0.722757 p25_diff: 0.254684 p50_diff: 0.761914 p75_diff: 1.214944 p95_diff: 2.001288 Aug: variable: temp_surface n_points: 16775712 rmse: 1.029444 bias: 0.610732 mae: 0.830581 correlation: 0.965256 mean_model: 16.42861 mean_obs: 15.817849 std_model: 2.948549 std_obs: 3.151283 min_diff: -7.740023 max_diff: 7.768278 p05_diff: -0.800197 p25_diff: 0.167213 p50_diff: 0.637645 p75_diff: 1.086016 p95_diff: 1.873051 Sep: variable: temp_surface n_points: 16234560 rmse: 0.876548 bias: 0.459421 mae: 0.697748 correlation: 0.974456 mean_model: 15.680381 mean_obs: 15.220938 std_model: 3.205923 std_obs: 3.321245 min_diff: -6.756367 max_diff: 6.903032 p05_diff: -0.791377 p25_diff: 0.01806 p50_diff: 0.472263 p75_diff: 0.927586 p95_diff: 1.612724 Oct: variable: temp_surface n_points: 16775712 rmse: 0.865783 bias: 0.452261 mae: 0.693826 correlation: 0.973888 mean_model: 14.01184 mean_obs: 13.559578 std_model: 3.19637 std_obs: 3.248721 min_diff: -6.044222 max_diff: 6.712037 p05_diff: -0.764861 p25_diff: -0.016798 p50_diff: 0.468572 p75_diff: 0.93181 p95_diff: 1.611917 Nov: variable: temp_surface n_points: 16234560 rmse: 0.971518 bias: 0.552954 mae: 0.789836 correlation: 0.964092 mean_model: 12.443827 mean_obs: 11.890895 std_model: 3.007674 std_obs: 2.889731 min_diff: -5.517119 max_diff: 7.309275 p05_diff: -0.769384 p25_diff: 0.017498 p50_diff: 0.576207 p75_diff: 1.090034 p95_diff: 1.825074 Dec: variable: temp_surface n_points: 16775684 rmse: 1.104026 bias: 0.628983 mae: 0.893166 correlation: 0.952348 mean_model: 11.251043 mean_obs: 10.622119 std_model: 2.955544 std_obs: 2.711731 min_diff: -6.134511 max_diff: 9.421558 p05_diff: -0.833353 p25_diff: 0.009749 p50_diff: 0.649223 p75_diff: 1.24815 p95_diff: 2.042447 - period: '2016' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 0.874816 bias: 0.314698 mae: 0.686484 correlation: 0.963106 n_points: 19016628 mean_model: 12.188226 mean_obs: 11.873528 std_model: 3.922197 std_obs: 3.739195 error_distribution: min: -8.348602 p05: -0.960645 p25: -0.129503 median: 0.351546 p75: 0.836473 p95: 1.532336 max: 6.807649 CCI-SST: rmse: 0.835543 bias: 0.302155 mae: 0.657075 correlation: 0.965479 n_points: 24757704 mean_model: 12.353469 mean_obs: 12.05134 std_model: 3.810966 std_obs: 3.726592 error_distribution: min: -8.766785 p05: -0.936365 p25: -0.126728 median: 0.338747 p75: 0.805907 p95: 1.464711 max: 7.239821 - period: '2017' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 0.966261 bias: 0.579249 mae: 0.784505 correlation: 0.965648 n_points: 18964670 mean_model: 12.47667 mean_obs: 11.897421 std_model: 3.73313 std_obs: 3.655781 error_distribution: min: -5.929255 p05: -0.680634 p25: 0.124207 median: 0.606253 p75: 1.078902 p95: 1.803674 max: 9.272725 CCI-SST: rmse: 0.940594 bias: 0.530314 mae: 0.761075 correlation: 0.965204 n_points: 24690059 mean_model: 12.656598 mean_obs: 12.126311 std_model: 3.654916 std_obs: 3.629038 error_distribution: min: -6.134511 p05: -0.752062 p25: 0.048088 median: 0.551662 p75: 1.043821 p95: 1.756819 max: 7.229967 - period: '2018' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 1.08242 bias: 0.677301 mae: 0.873701 correlation: 0.962891 n_points: 18964670 mean_model: 12.32121 mean_obs: 11.64391 std_model: 4.08144 std_obs: 3.984365 error_distribution: min: -9.466479 p05: -0.676333 p25: 0.171872 median: 0.690234 p75: 1.197408 p95: 2.012727 max: 8.779972 CCI-SST: rmse: 1.075931 bias: 0.68824 mae: 0.865606 correlation: 0.963767 n_points: 24690050 mean_model: 12.492329 mean_obs: 11.804105 std_model: 3.933467 std_obs: 3.847574 error_distribution: min: -10.351666 p05: -0.592126 p25: 0.173751 median: 0.69254 p75: 1.206534 p95: 2.025155 max: 7.513334 - period: '2019' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 0.984278 bias: 0.633953 mae: 0.805696 correlation: 0.968531 n_points: 18964670 mean_model: 12.397102 mean_obs: 11.763149 std_model: 3.775121 std_obs: 3.681743 error_distribution: min: -7.093045 p05: -0.596689 p25: 0.179757 median: 0.653253 p75: 1.122489 p95: 1.852312 max: 7.717284 CCI-SST: rmse: 1.009628 bias: 0.653641 mae: 0.822893 correlation: 0.965803 n_points: 24690060 mean_model: 12.605731 mean_obs: 11.952111 std_model: 3.68557 std_obs: 3.617721 error_distribution: min: -8.525497 p05: -0.582293 p25: 0.151299 median: 0.674006 p75: 1.168814 p95: 1.899301 max: 7.068677 - period: '2020' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 0.951774 bias: 0.56473 mae: 0.773681 correlation: 0.9679 n_points: 19016628 mean_model: 12.344105 mean_obs: 11.779375 std_model: 3.770212 std_obs: 3.678296 error_distribution: min: -7.685617 p05: -0.676337 p25: 0.136649 median: 0.601782 p75: 1.04921 p95: 1.736907 max: 7.893073 CCI-SST: rmse: 0.968724 bias: 0.604401 mae: 0.790808 correlation: 0.967996 n_points: 24757704 mean_model: 12.522606 mean_obs: 11.918217 std_model: 3.688564 std_obs: 3.627947 error_distribution: min: -10.784934 p05: -0.616603 p25: 0.141992 median: 0.635741 p75: 1.097584 p95: 1.772394 max: 7.546803 - period: '2021' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 1.063754 bias: 0.667487 mae: 0.865427 correlation: 0.960864 n_points: 18964670 mean_model: 12.402562 mean_obs: 11.735075 std_model: 3.975372 std_obs: 3.877599 error_distribution: min: -9.143373 p05: -0.671962 p25: 0.195191 median: 0.693651 p75: 1.1853 p95: 1.937296 max: 8.986758 CCI-SST: rmse: 1.051515 bias: 0.625102 mae: 0.84899 correlation: 0.959326 n_points: 24689971 mean_model: 12.603654 mean_obs: 11.978606 std_model: 3.870782 std_obs: 3.826694 error_distribution: min: -10.215148 p05: -0.747017 p25: 0.093727 median: 0.647342 p75: 1.165116 p95: 1.94221 max: 8.363163 - period: '2022' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 0.952977 bias: 0.576066 mae: 0.77343 correlation: 0.970771 n_points: 18964670 mean_model: 12.627719 mean_obs: 12.051652 std_model: 3.953217 std_obs: 3.858497 error_distribution: min: -5.722223 p05: -0.656291 p25: 0.13385 median: 0.602189 p75: 1.051633 p95: 1.751417 max: 7.057366 CCI-SST: rmse: 0.937272 bias: 0.504126 mae: 0.756494 correlation: 0.966543 n_points: 24690060 mean_model: 12.805568 mean_obs: 12.301463 std_model: 3.83204 std_obs: 3.77162 error_distribution: min: -7.429396 p05: -0.795508 p25: 0.00636 median: 0.531432 p75: 1.015583 p95: 1.735815 max: 7.612075 - period: '2023' is_all_period: false model: pyGETM analysed: '2026-05-05 08:37:50' datasets: OSTIA: rmse: 1.025159 bias: 0.575082 mae: 0.837545 correlation: 0.96411 n_points: 18964670 mean_model: 12.797169 mean_obs: 12.222087 std_model: 4.07582 std_obs: 3.982147 error_distribution: min: -9.620303 p05: -0.87132 p25: 0.103604 median: 0.624947 p75: 1.111153 p95: 1.859158 max: 7.624224 CCI-SST: rmse: 1.019849 bias: 0.485291 mae: 0.830187 correlation: 0.958034 n_points: 24690032 mean_model: 12.960995 mean_obs: 12.475733 std_model: 3.956974 std_obs: 3.904137 error_distribution: min: -10.16139 p05: -1.039716 p25: -0.082458 median: 0.542345 p75: 1.079733 p95: 1.858562 max: 9.421558