format: '1.1' variable: temp_surface title: TEMP_SURFACE Validation Statistics created: '2026-10-07 10:44:08' area: NSe experiment: CMEMS/v01P author: K.B. & R.T. project: OceanICU institute: BB periods: - period: 2010-2013 is_all_period: true model: pyGETM analysed: '2026-10-08 19:41:10' datasets: OSTIA: rmse: 1.023531 bias: 0.081506 mae: 0.770465 correlation: 0.907961 n_points: 42772236 mean_model: 10.720646 mean_obs: 10.63914 std_model: 4.464434 std_obs: 3.986499 error_distribution: min: -9.033078 p05: -1.262257 p25: -0.359354 median: 0.112922 p75: 0.543652 p95: 1.287734 max: 8.475628 monthly: Jan: variable: temp_surface n_points: 3630224 rmse: 1.067585 bias: -0.357055 mae: 0.794125 correlation: 0.907791 mean_model: 6.71196 mean_obs: 7.069015 std_model: 2.375216 std_obs: 2.296896 min_diff: -7.288829 max_diff: 8.393459 p05_diff: -2.00288 p25_diff: -0.883061 p50_diff: -0.338114 p75_diff: 0.200277 p95_diff: 1.194282 Feb: variable: temp_surface n_points: 3308188 rmse: 0.972076 bias: -0.39782 mae: 0.701445 correlation: 0.930385 mean_model: 5.647567 mean_obs: 6.045387 std_model: 2.402675 std_obs: 2.339781 min_diff: -6.377242 max_diff: 7.629513 p05_diff: -1.952232 p25_diff: -0.805646 p50_diff: -0.353598 p75_diff: 0.085618 p95_diff: 0.822173 Mar: variable: temp_surface n_points: 3630224 rmse: 0.807509 bias: -0.334727 mae: 0.573416 correlation: 0.944065 mean_model: 5.7164 mean_obs: 6.051127 std_model: 2.201546 std_obs: 2.192333 min_diff: -6.482052 max_diff: 5.717881 p05_diff: -1.47962 p25_diff: -0.672709 p50_diff: -0.305744 p75_diff: 0.042561 p95_diff: 0.647357 Apr: variable: temp_surface n_points: 3513120 rmse: 0.65024 bias: -0.171643 mae: 0.477657 correlation: 0.946632 mean_model: 7.173502 mean_obs: 7.345145 std_model: 1.944267 std_obs: 1.815318 min_diff: -5.110429 max_diff: 7.502056 p05_diff: -1.156615 p25_diff: -0.509768 p50_diff: -0.16588 p75_diff: 0.169281 p95_diff: 0.800078 May: variable: temp_surface n_points: 3630224 rmse: 0.846874 bias: 0.297352 mae: 0.626425 correlation: 0.911445 mean_model: 10.052782 mean_obs: 9.75543 std_model: 1.9268 std_obs: 1.73724 min_diff: -5.619808 max_diff: 8.475628 p05_diff: -0.896363 p25_diff: -0.165052 p50_diff: 0.252512 p75_diff: 0.724609 p95_diff: 1.644767 Jun: variable: temp_surface n_points: 3513120 rmse: 1.320008 bias: 0.914419 mae: 1.090922 correlation: 0.853235 mean_model: 13.496075 mean_obs: 12.581656 std_model: 1.81834 std_obs: 1.634903 min_diff: -6.227385 max_diff: 8.347093 p05_diff: -0.634818 p25_diff: 0.324971 p50_diff: 0.946779 p75_diff: 1.505577 p95_diff: 2.414086 Jul: variable: temp_surface n_points: 3630224 rmse: 1.477519 bias: 1.066388 mae: 1.236399 correlation: 0.868933 mean_model: 16.232248 mean_obs: 15.16586 std_model: 2.059061 std_obs: 1.874801 min_diff: -7.414473 max_diff: 8.439334 p05_diff: -0.597157 p25_diff: 0.505207 p50_diff: 1.096738 p75_diff: 1.652692 p95_diff: 2.653916 Aug: variable: temp_surface n_points: 3630224 rmse: 1.248806 bias: 0.876829 mae: 1.043064 correlation: 0.874642 mean_model: 16.990877 mean_obs: 16.114048 std_model: 1.831407 std_obs: 1.651615 min_diff: -8.040293 max_diff: 7.112081 p05_diff: -0.571696 p25_diff: 0.399206 p50_diff: 0.913726 p75_diff: 1.391606 p95_diff: 2.244296 Sep: variable: temp_surface n_points: 3513120 rmse: 0.832307 bias: 0.312747 mae: 0.641709 correlation: 0.917437 mean_model: 15.106754 mean_obs: 14.794007 std_model: 1.926044 std_obs: 1.67954 min_diff: -9.033078 max_diff: 5.061237 p05_diff: -0.944953 p25_diff: -0.133465 p50_diff: 0.332572 p75_diff: 0.772244 p95_diff: 1.515964 Oct: variable: temp_surface n_points: 3630224 rmse: 0.705471 bias: -0.114257 mae: 0.542064 correlation: 0.933027 mean_model: 12.79938 mean_obs: 12.913637 std_model: 1.92023 std_obs: 1.706321 min_diff: -6.279268 max_diff: 4.709299 p05_diff: -1.257583 p25_diff: -0.541271 p50_diff: -0.10653 p75_diff: 0.322453 p95_diff: 0.967574 Nov: variable: temp_surface n_points: 3513120 rmse: 0.866518 bias: -0.47274 mae: 0.666686 correlation: 0.925694 mean_model: 10.425892 mean_obs: 10.898632 std_model: 1.910209 std_obs: 1.69583 min_diff: -7.790869 max_diff: 4.915496 p05_diff: -1.685854 p25_diff: -0.902548 p50_diff: -0.426747 p75_diff: -0.016946 p95_diff: 0.614622 Dec: variable: temp_surface n_points: 3630224 rmse: 1.113771 bias: -0.675662 mae: 0.83894 correlation: 0.919693 mean_model: 7.95137 mean_obs: 8.627032 std_model: 2.255043 std_obs: 2.072587 min_diff: -7.359621 max_diff: 6.361163 p05_diff: -2.2132 p25_diff: -1.149086 p50_diff: -0.580028 p75_diff: -0.121518 p95_diff: 0.553517 CCI-SST: rmse: 1.013404 bias: 0.190346 mae: 0.762438 correlation: 0.914452 n_points: 43019271 mean_model: 10.716676 mean_obs: 10.528271 std_model: 4.475463 std_obs: 4.001562 error_distribution: min: -8.765207 p05: -1.106457 p25: -0.242335 median: 0.219334 p75: 0.637261 p95: 1.371946 max: 8.550762 monthly: Jan: variable: temp_surface n_points: 3650660 rmse: 1.018228 bias: -0.227997 mae: 0.753423 correlation: 0.911826 mean_model: 6.69367 mean_obs: 6.930107 std_model: 2.392287 std_obs: 2.336981 min_diff: -6.194479 max_diff: 7.966308 p05_diff: -1.839395 p25_diff: -0.763332 p50_diff: -0.22077 p75_diff: 0.317699 p95_diff: 1.329662 Feb: variable: temp_surface n_points: 3323337 rmse: 0.930035 bias: -0.283962 mae: 0.66244 correlation: 0.932357 mean_model: 5.627882 mean_obs: 5.926805 std_model: 2.421001 std_obs: 2.408764 min_diff: -6.367898 max_diff: 8.550762 p05_diff: -1.765519 p25_diff: -0.701273 p50_diff: -0.262521 p75_diff: 0.17371 p95_diff: 0.986329 Mar: variable: temp_surface n_points: 3651519 rmse: 0.766021 bias: -0.248693 mae: 0.533673 correlation: 0.945708 mean_model: 5.701938 mean_obs: 5.956452 std_model: 2.214064 std_obs: 2.185744 min_diff: -6.453322 max_diff: 6.413696 p05_diff: -1.357222 p25_diff: -0.582661 p50_diff: -0.22336 p75_diff: 0.123374 p95_diff: 0.72359 Apr: variable: temp_surface n_points: 3533880 rmse: 0.611749 bias: -0.092307 mae: 0.446046 correlation: 0.950816 mean_model: 7.168847 mean_obs: 7.263119 std_model: 1.948284 std_obs: 1.807114 min_diff: -4.750794 max_diff: 5.96895 p05_diff: -1.034921 p25_diff: -0.422284 p50_diff: -0.086415 p75_diff: 0.236054 p95_diff: 0.849207 May: variable: temp_surface n_points: 3651676 rmse: 0.856836 bias: 0.397663 mae: 0.643646 correlation: 0.919441 mean_model: 10.056656 mean_obs: 9.657455 std_model: 1.930038 std_obs: 1.745579 min_diff: -5.87863 max_diff: 6.899573 p05_diff: -0.743583 p25_diff: -0.050288 p50_diff: 0.355172 p75_diff: 0.808541 p95_diff: 1.693024 Jun: variable: temp_surface n_points: 3533880 rmse: 1.369777 bias: 1.0155 mae: 1.152129 correlation: 0.864108 mean_model: 13.50303 mean_obs: 12.484151 std_model: 1.825127 std_obs: 1.635008 min_diff: -7.240496 max_diff: 8.155571 p05_diff: -0.490187 p25_diff: 0.448856 p50_diff: 1.058708 p75_diff: 1.584982 p95_diff: 2.45147 Jul: variable: temp_surface n_points: 3651676 rmse: 1.535736 bias: 1.187747 mae: 1.319383 correlation: 0.883079 mean_model: 16.239848 mean_obs: 15.047747 std_model: 2.068305 std_obs: 1.916656 min_diff: -7.55047 max_diff: 7.084428 p05_diff: -0.417025 p25_diff: 0.670462 p50_diff: 1.243475 p75_diff: 1.743368 p95_diff: 2.64614 Aug: variable: temp_surface n_points: 3651676 rmse: 1.287612 bias: 0.956247 mae: 1.09322 correlation: 0.883252 mean_model: 16.995456 mean_obs: 16.035632 std_model: 1.837939 std_obs: 1.671933 min_diff: -7.615734 max_diff: 6.387636 p05_diff: -0.447702 p25_diff: 0.492283 p50_diff: 1.002581 p75_diff: 1.461728 p95_diff: 2.25447 Sep: variable: temp_surface n_points: 3533880 rmse: 0.848228 bias: 0.396241 mae: 0.664609 correlation: 0.922017 mean_model: 15.109062 mean_obs: 14.710664 std_model: 1.926402 std_obs: 1.695268 min_diff: -8.765207 max_diff: 5.384054 p05_diff: -0.829779 p25_diff: -0.038841 p50_diff: 0.420794 p75_diff: 0.848931 p95_diff: 1.542826 Oct: variable: temp_surface n_points: 3651676 rmse: 0.67524 bias: -0.010128 mae: 0.51871 correlation: 0.937429 mean_model: 12.796884 mean_obs: 12.807276 std_model: 1.919707 std_obs: 1.704514 min_diff: -6.194763 max_diff: 4.306386 p05_diff: -1.13096 p25_diff: -0.418605 p50_diff: 0.002295 p75_diff: 0.413207 p95_diff: 1.03906 Nov: variable: temp_surface n_points: 3533880 rmse: 0.77061 bias: -0.315682 mae: 0.587716 correlation: 0.93125 mean_model: 10.418559 mean_obs: 10.736638 std_model: 1.913472 std_obs: 1.688965 min_diff: -8.473366 max_diff: 5.058963 p05_diff: -1.465862 p25_diff: -0.739067 p50_diff: -0.279999 p75_diff: 0.114337 p95_diff: 0.772685 Dec: variable: temp_surface n_points: 3651531 rmse: 1.01626 bias: -0.525468 mae: 0.758834 correlation: 0.923237 mean_model: 7.936679 mean_obs: 8.467595 std_model: 2.268683 std_obs: 2.086193 min_diff: -7.494078 max_diff: 6.110764 p05_diff: -1.9742 p25_diff: -1.014454 p50_diff: -0.444153 p75_diff: 0.015644 p95_diff: 0.725575 OISST: rmse: 1.091367 bias: 0.189019 mae: 0.837329 correlation: 0.90762 n_points: 39162105 mean_model: 10.721919 mean_obs: 10.5329 std_model: 4.411032 std_obs: 3.800024 error_distribution: min: -9.029826 p05: -1.133353 p25: -0.251269 median: 0.222958 p75: 0.659147 p95: 1.373311 max: 8.432835 monthly: Jan: variable: temp_surface n_points: 3323820 rmse: 1.098942 bias: -0.33264 mae: 0.84025 correlation: 0.893798 mean_model: 6.795565 mean_obs: 7.128204 std_model: 2.322342 std_obs: 2.18662 min_diff: -6.339272 max_diff: 7.378801 p05_diff: -2.058528 p25_diff: -0.921311 p50_diff: -0.331282 p75_diff: 0.294179 p95_diff: 1.329011 Feb: variable: temp_surface n_points: 3028965 rmse: 0.993134 bias: -0.508154 mae: 0.739037 correlation: 0.932397 mean_model: 5.730787 mean_obs: 6.238941 std_model: 2.355927 std_obs: 2.2516 min_diff: -6.083253 max_diff: 7.435719 p05_diff: -1.98136 p25_diff: -0.932049 p50_diff: -0.455862 p75_diff: -0.02488 p95_diff: 0.685626 Mar: variable: temp_surface n_points: 3323820 rmse: 0.917385 bias: -0.570703 mae: 0.706753 correlation: 0.943967 mean_model: 5.757491 mean_obs: 6.328194 std_model: 2.175141 std_obs: 2.030029 min_diff: -6.19381 max_diff: 5.008592 p05_diff: -1.725607 p25_diff: -0.918001 p50_diff: -0.542089 p75_diff: -0.178899 p95_diff: 0.427065 Apr: variable: temp_surface n_points: 3216600 rmse: 0.673108 bias: -0.268564 mae: 0.516611 correlation: 0.947754 mean_model: 7.151767 mean_obs: 7.420331 std_model: 1.922351 std_obs: 1.751981 min_diff: -4.968645 max_diff: 4.986617 p05_diff: -1.245798 p25_diff: -0.628119 p50_diff: -0.270333 p75_diff: 0.095978 p95_diff: 0.705148 May: variable: temp_surface n_points: 3323820 rmse: 0.912684 bias: 0.439586 mae: 0.708307 correlation: 0.906976 mean_model: 10.000649 mean_obs: 9.561063 std_model: 1.891667 std_obs: 1.645241 min_diff: -4.533532 max_diff: 6.867774 p05_diff: -0.822892 p25_diff: -0.060113 p50_diff: 0.420967 p75_diff: 0.913722 p95_diff: 1.754487 Jun: variable: temp_surface n_points: 3216600 rmse: 1.505588 bias: 1.1939 mae: 1.293856 correlation: 0.851952 mean_model: 13.439885 mean_obs: 12.245984 std_model: 1.749176 std_obs: 1.540384 min_diff: -5.894525 max_diff: 7.893076 p05_diff: -0.345879 p25_diff: 0.628249 p50_diff: 1.237865 p75_diff: 1.782651 p95_diff: 2.624394 Jul: variable: temp_surface n_points: 3323820 rmse: 1.730566 bias: 1.415329 mae: 1.512434 correlation: 0.862991 mean_model: 16.188371 mean_obs: 14.773043 std_model: 1.970175 std_obs: 1.730945 min_diff: -6.690495 max_diff: 8.432835 p05_diff: -0.235817 p25_diff: 0.886344 p50_diff: 1.454281 p75_diff: 1.986368 p95_diff: 2.938567 Aug: variable: temp_surface n_points: 3323820 rmse: 1.320074 bias: 1.009848 mae: 1.130242 correlation: 0.873089 mean_model: 16.967043 mean_obs: 15.957196 std_model: 1.743668 std_obs: 1.529852 min_diff: -7.903001 max_diff: 6.695855 p05_diff: -0.364589 p25_diff: 0.559474 p50_diff: 1.056084 p75_diff: 1.496755 p95_diff: 2.302496 Sep: variable: temp_surface n_points: 3216600 rmse: 0.892179 bias: 0.479024 mae: 0.702775 correlation: 0.919112 mean_model: 15.073614 mean_obs: 14.59459 std_model: 1.892022 std_obs: 1.634949 min_diff: -9.029826 max_diff: 5.69379 p05_diff: -0.714244 p25_diff: 0.030571 p50_diff: 0.484978 p75_diff: 0.944175 p95_diff: 1.651092 Oct: variable: temp_surface n_points: 3323820 rmse: 0.691229 bias: 0.120193 mae: 0.540435 correlation: 0.936351 mean_model: 12.772147 mean_obs: 12.651954 std_model: 1.909739 std_obs: 1.670474 min_diff: -6.49121 max_diff: 3.631633 p05_diff: -1.014482 p25_diff: -0.305768 p50_diff: 0.125532 p75_diff: 0.559533 p95_diff: 1.20441 Nov: variable: temp_surface n_points: 3216600 rmse: 0.752003 bias: -0.248003 mae: 0.573435 correlation: 0.927882 mean_model: 10.432992 mean_obs: 10.680995 std_model: 1.893956 std_obs: 1.684738 min_diff: -8.042515 max_diff: 4.187768 p05_diff: -1.420239 p25_diff: -0.682051 p50_diff: -0.205898 p75_diff: 0.211458 p95_diff: 0.839321 Dec: variable: temp_surface n_points: 3323820 rmse: 1.042879 bias: -0.510525 mae: 0.766624 correlation: 0.910765 mean_model: 8.013522 mean_obs: 8.524048 std_model: 2.202261 std_obs: 2.008345 min_diff: -8.933631 max_diff: 5.353388 p05_diff: -2.040076 p25_diff: -0.98744 p50_diff: -0.432485 p75_diff: 0.050518 p95_diff: 0.794451 - period: '2010' is_all_period: false model: pyGETM analysed: '2026-10-08 19:41:10' datasets: OSTIA: rmse: 1.028615 bias: 0.229415 mae: 0.752464 correlation: 0.912173 n_points: 10685740 mean_model: 10.662004 mean_obs: 10.432589 std_model: 4.544893 std_obs: 4.197959 error_distribution: min: -9.033078 p05: -1.254546 p25: -0.275024 median: 0.202618 p75: 0.631736 p95: 1.426846 max: 8.393459 CCI-SST: rmse: 1.046733 bias: 0.332339 mae: 0.773937 correlation: 0.916075 n_points: 10744418 mean_model: 10.65728 mean_obs: 10.329135 std_model: 4.557643 std_obs: 4.231256 error_distribution: min: -8.765207 p05: -1.127434 p25: -0.169353 median: 0.301366 p75: 0.726398 p95: 1.551108 max: 8.550762 OISST: rmse: 1.09948 bias: 0.263829 mae: 0.838498 correlation: 0.911552 n_points: 9783825 mean_model: 10.675839 mean_obs: 10.412011 std_model: 4.47781 std_obs: 3.974581 error_distribution: min: -9.029826 p05: -1.274206 p25: -0.256849 median: 0.22727 p75: 0.666488 p95: 1.413163 max: 7.893076 - period: '2011' is_all_period: false model: pyGETM analysed: '2026-10-08 19:41:10' datasets: OSTIA: rmse: 0.944355 bias: 0.036322 mae: 0.717959 correlation: 0.914445 n_points: 10685740 mean_model: 10.861309 mean_obs: 10.824987 std_model: 4.383382 std_obs: 3.886566 error_distribution: min: -6.638009 p05: -1.257506 p25: -0.41464 median: 0.04398 p75: 0.447747 p95: 1.121253 max: 7.627602 CCI-SST: rmse: 0.957692 bias: 0.150927 mae: 0.729674 correlation: 0.917205 n_points: 10747789 mean_model: 10.857713 mean_obs: 10.708493 std_model: 4.395334 std_obs: 3.87938 error_distribution: min: -7.047593 p05: -1.127228 p25: -0.291667 median: 0.161044 p75: 0.557562 p95: 1.235018 max: 7.230829 OISST: rmse: 1.055666 bias: 0.143216 mae: 0.822534 correlation: 0.906976 n_points: 9783825 mean_model: 10.853726 mean_obs: 10.71051 std_model: 4.322033 std_obs: 3.644423 error_distribution: min: -7.12332 p05: -1.173582 p25: -0.320836 median: 0.152881 p75: 0.581954 p95: 1.224807 max: 6.293041 - period: '2012' is_all_period: false model: pyGETM analysed: '2026-10-08 19:41:10' datasets: OSTIA: rmse: 0.966287 bias: 0.021054 mae: 0.741946 correlation: 0.91016 n_points: 10715016 mean_model: 10.77067 mean_obs: 10.749616 std_model: 4.099391 std_obs: 3.623973 error_distribution: min: -7.493025 p05: -1.286851 p25: -0.461441 median: 0.01261 p75: 0.441515 p95: 1.135514 max: 8.475628 CCI-SST: rmse: 0.960094 bias: 0.127148 mae: 0.732486 correlation: 0.91573 n_points: 10778210 mean_model: 10.7668 mean_obs: 10.640716 std_model: 4.108653 std_obs: 3.62376 error_distribution: min: -7.01953 p05: -1.126396 p25: -0.34619 median: 0.125972 p75: 0.54623 p95: 1.225954 max: 6.257765 OISST: rmse: 0.99809 bias: 0.145166 mae: 0.77151 correlation: 0.912689 n_points: 9810630 mean_model: 10.767395 mean_obs: 10.62223 std_model: 4.050636 std_obs: 3.527178 error_distribution: min: -6.617233 p05: -1.110625 p25: -0.338505 median: 0.131976 p75: 0.552052 p95: 1.227249 max: 6.867774 - period: '2013' is_all_period: false model: pyGETM analysed: '2026-10-08 19:41:10' datasets: OSTIA: rmse: 1.143332 bias: 0.039398 mae: 0.869571 correlation: 0.895076 n_points: 10685740 mean_model: 10.588464 mean_obs: 10.549067 std_model: 4.797391 std_obs: 4.197292 error_distribution: min: -8.040293 p05: -1.456845 p25: -0.466997 median: 0.03734 p75: 0.493571 p95: 1.303051 max: 8.439334 CCI-SST: rmse: 1.083354 bias: 0.151198 mae: 0.81374 correlation: 0.908446 n_points: 10748854 mean_model: 10.58477 mean_obs: 10.434369 std_model: 4.807539 std_obs: 4.228496 error_distribution: min: -7.605181 p05: -1.238361 p25: -0.322751 median: 0.152065 p75: 0.577545 p95: 1.338651 max: 7.084428 OISST: rmse: 1.202244 bias: 0.203984 mae: 0.916955 correlation: 0.900954 n_points: 9783825 mean_model: 10.590591 mean_obs: 10.386606 std_model: 4.760248 std_obs: 4.021263 error_distribution: min: -7.903001 p05: -1.219712 p25: -0.286553 median: 0.204839 p75: 0.643532 p95: 1.421015 max: 8.432835