format: '1.1' variable: salt title: SALT Validation Statistics created: '2026-05-29 12:09:50' 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 12:09:50' datasets: WOA: rmse: 0.452595 bias: -0.125307 mae: 0.232694 correlation: 0.71553 n_points: 118126680 mean_model: 35.164017 mean_obs: 35.289324 std_model: 0.622072 std_obs: 0.462167 error_distribution: min: -18.863454 p05: -0.732629 p25: -0.223891 median: -0.039122 p75: 0.057164 p95: 0.27312 max: 11.554144 monthly: Jan: variable: Jan n_points: 9843890 rmse: 0.378585 bias: -0.104209 mae: 0.215555 correlation: 0.69936 mean_model: 35.198318 mean_obs: 35.302531 std_model: 0.507251 std_obs: 0.386559 min_diff: -14.570555 max_diff: 5.861896 p05_diff: -0.686048 p25_diff: -0.207759 p50_diff: -0.031427 p75_diff: 0.066686 p95_diff: 0.287449 Feb: variable: Feb n_points: 9843890 rmse: 0.377627 bias: -0.097207 mae: 0.213587 correlation: 0.707852 mean_model: 35.195316 mean_obs: 35.29252 std_model: 0.507546 std_obs: 0.427265 min_diff: -15.150428 max_diff: 7.249414 p05_diff: -0.676267 p25_diff: -0.202574 p50_diff: -0.026363 p75_diff: 0.062047 p95_diff: 0.293153 Mar: variable: Mar n_points: 9843890 rmse: 0.38885 bias: -0.105307 mae: 0.212906 correlation: 0.737707 mean_model: 35.185684 mean_obs: 35.290991 std_model: 0.543721 std_obs: 0.474379 min_diff: -17.044576 max_diff: 11.554144 p05_diff: -0.6912 p25_diff: -0.206012 p50_diff: -0.029092 p75_diff: 0.059104 p95_diff: 0.268674 Apr: variable: Apr n_points: 9843890 rmse: 0.403378 bias: -0.121933 mae: 0.217113 correlation: 0.755513 mean_model: 35.172997 mean_obs: 35.294929 std_model: 0.586017 std_obs: 0.463992 min_diff: -18.005253 max_diff: 7.776767 p05_diff: -0.716728 p25_diff: -0.219945 p50_diff: -0.039823 p75_diff: 0.049834 p95_diff: 0.243362 May: variable: May n_points: 9843890 rmse: 0.452878 bias: -0.129293 mae: 0.233232 correlation: 0.752012 mean_model: 35.159298 mean_obs: 35.288591 std_model: 0.658359 std_obs: 0.487159 min_diff: -17.888189 max_diff: 7.369142 p05_diff: -0.745874 p25_diff: -0.227251 p50_diff: -0.041797 p75_diff: 0.054544 p95_diff: 0.267686 Jun: variable: Jun n_points: 9843890 rmse: 0.508923 bias: -0.146767 mae: 0.247035 correlation: 0.748066 mean_model: 35.143303 mean_obs: 35.290069 std_model: 0.731434 std_obs: 0.504136 min_diff: -18.863454 max_diff: 7.793264 p05_diff: -0.769263 p25_diff: -0.239611 p50_diff: -0.046305 p75_diff: 0.050919 p95_diff: 0.251005 Jul: variable: Jul n_points: 9843890 rmse: 0.527124 bias: -0.149393 mae: 0.252091 correlation: 0.727755 mean_model: 35.133362 mean_obs: 35.282758 std_model: 0.734747 std_obs: 0.494597 min_diff: -17.101705 max_diff: 6.768416 p05_diff: -0.785431 p25_diff: -0.237656 p50_diff: -0.04315 p75_diff: 0.053757 p95_diff: 0.2635 Aug: variable: Aug n_points: 9843890 rmse: 0.536419 bias: -0.149382 mae: 0.255097 correlation: 0.702626 mean_model: 35.13332 mean_obs: 35.282703 std_model: 0.723444 std_obs: 0.487372 min_diff: -16.428702 max_diff: 7.755709 p05_diff: -0.785073 p25_diff: -0.2357 p50_diff: -0.044635 p75_diff: 0.052374 p95_diff: 0.271287 Sep: variable: Sep n_points: 9843890 rmse: 0.525433 bias: -0.146467 mae: 0.250309 correlation: 0.698193 mean_model: 35.139851 mean_obs: 35.286316 std_model: 0.701314 std_obs: 0.439207 min_diff: -18.084967 max_diff: 5.261724 p05_diff: -0.762661 p25_diff: -0.23481 p50_diff: -0.042539 p75_diff: 0.057092 p95_diff: 0.268706 Oct: variable: Oct n_points: 9843890 rmse: 0.465657 bias: -0.112216 mae: 0.243888 correlation: 0.70172 mean_model: 35.155933 mean_obs: 35.268148 std_model: 0.609407 std_obs: 0.553078 min_diff: -15.101702 max_diff: 8.023845 p05_diff: -0.731449 p25_diff: -0.229454 p50_diff: -0.044731 p75_diff: 0.057966 p95_diff: 0.292239 Nov: variable: Nov n_points: 9843890 rmse: 0.407369 bias: -0.119444 mae: 0.227289 correlation: 0.705425 mean_model: 35.171928 mean_obs: 35.291374 std_model: 0.54797 std_obs: 0.415417 min_diff: -15.605604 max_diff: 5.442347 p05_diff: -0.725429 p25_diff: -0.22595 p50_diff: -0.039715 p75_diff: 0.063078 p95_diff: 0.280521 Dec: variable: Dec n_points: 9843890 rmse: 0.411929 bias: -0.122064 mae: 0.224225 correlation: 0.68148 mean_model: 35.178898 mean_obs: 35.300965 std_model: 0.537218 std_obs: 0.380736 min_diff: -14.081284 max_diff: 3.482076 p05_diff: -0.720439 p25_diff: -0.222256 p50_diff: -0.040599 p75_diff: 0.056624 p95_diff: 0.278759 - period: 2016-2023 is_all_period: true model: pyGETM analysed: '2026-05-29 16:14:21' datasets: WOA: rmse: 0.515403 bias: -0.134153 mae: 0.242233 correlation: 0.685323 n_points: 133595650 mean_model: 35.155041 mean_obs: 35.289196 std_model: 0.683305 std_obs: 0.462979 error_distribution: min: -18.860878 p05: -0.743671 p25: -0.226889 median: -0.037503 p75: 0.0605 p95: 0.27123 max: 11.554862 monthly: Jan: variable: Jan n_points: 11250160 rmse: 0.381318 bias: -0.105746 mae: 0.216827 correlation: 0.69578 mean_model: 35.196781 mean_obs: 35.302528 std_model: 0.507983 std_obs: 0.386574 min_diff: -14.569124 max_diff: 5.862391 p05_diff: -0.691233 p25_diff: -0.210713 p50_diff: -0.030479 p75_diff: 0.067859 p95_diff: 0.286867 Feb: variable: Feb n_points: 11250160 rmse: 0.390548 bias: -0.100856 mae: 0.216809 correlation: 0.69852 mean_model: 35.191662 mean_obs: 35.292514 std_model: 0.519519 std_obs: 0.427301 min_diff: -15.148701 max_diff: 7.25025 p05_diff: -0.684168 p25_diff: -0.206239 p50_diff: -0.025509 p75_diff: 0.063827 p95_diff: 0.290936 Mar: variable: Mar n_points: 11250160 rmse: 0.415163 bias: -0.112472 mae: 0.2191 correlation: 0.720398 mean_model: 35.178513 mean_obs: 35.290985 std_model: 0.568582 std_obs: 0.474422 min_diff: -17.043455 max_diff: 11.554862 p05_diff: -0.705565 p25_diff: -0.211309 p50_diff: -0.028112 p75_diff: 0.061038 p95_diff: 0.26231 Apr: variable: Apr n_points: 11250160 rmse: 0.453362 bias: -0.130208 mae: 0.224437 correlation: 0.736067 mean_model: 35.164719 mean_obs: 35.294924 std_model: 0.641424 std_obs: 0.46402 min_diff: -18.003676 max_diff: 7.777298 p05_diff: -0.731008 p25_diff: -0.224007 p50_diff: -0.038112 p75_diff: 0.052543 p95_diff: 0.236693 May: variable: May n_points: 11250160 rmse: 0.558861 bias: -0.143043 mae: 0.24721 correlation: 0.703442 mean_model: 35.145538 mean_obs: 35.288581 std_model: 0.757394 std_obs: 0.487213 min_diff: -17.886491 max_diff: 7.371006 p05_diff: -0.760383 p25_diff: -0.231126 p50_diff: -0.039631 p75_diff: 0.058641 p95_diff: 0.262616 Jun: variable: Jun n_points: 11250160 rmse: 0.659826 bias: -0.166357 mae: 0.268168 correlation: 0.683046 mean_model: 35.123703 mean_obs: 35.290058 std_model: 0.866006 std_obs: 0.504182 min_diff: -18.860878 max_diff: 7.793561 p05_diff: -0.784256 p25_diff: -0.243078 p50_diff: -0.044021 p75_diff: 0.055748 p95_diff: 0.249895 Jul: variable: Jul n_points: 11250160 rmse: 0.637724 bias: -0.164718 mae: 0.268611 correlation: 0.686952 mean_model: 35.118034 mean_obs: 35.282751 std_model: 0.840143 std_obs: 0.494629 min_diff: -17.101214 max_diff: 6.768544 p05_diff: -0.800891 p25_diff: -0.240015 p50_diff: -0.040987 p75_diff: 0.058641 p95_diff: 0.260754 Aug: variable: Aug n_points: 11250160 rmse: 0.619308 bias: -0.163324 mae: 0.271135 correlation: 0.668279 mean_model: 35.119377 mean_obs: 35.282698 std_model: 0.800485 std_obs: 0.487398 min_diff: -16.42723 max_diff: 7.755925 p05_diff: -0.803403 p25_diff: -0.23976 p50_diff: -0.043021 p75_diff: 0.057149 p95_diff: 0.272195 Sep: variable: Sep n_points: 11250160 rmse: 0.594253 bias: -0.156579 mae: 0.263231 correlation: 0.668604 mean_model: 35.12973 mean_obs: 35.286312 std_model: 0.764775 std_obs: 0.43923 min_diff: -18.084119 max_diff: 5.261906 p05_diff: -0.777634 p25_diff: -0.237764 p50_diff: -0.040882 p75_diff: 0.062297 p95_diff: 0.271389 Oct: variable: Oct n_points: 11250160 rmse: 0.49376 bias: -0.117948 mae: 0.249857 correlation: 0.692738 mean_model: 35.150192 mean_obs: 35.268141 std_model: 0.649182 std_obs: 0.553114 min_diff: -15.100264 max_diff: 8.024608 p05_diff: -0.741444 p25_diff: -0.23109 p50_diff: -0.042289 p75_diff: 0.063411 p95_diff: 0.292466 Nov: variable: Nov n_points: 11250160 rmse: 0.441947 bias: -0.125016 mae: 0.234935 correlation: 0.691375 mean_model: 35.166355 mean_obs: 35.29137 std_model: 0.586551 std_obs: 0.415439 min_diff: -15.604326 max_diff: 5.44275 p05_diff: -0.736988 p25_diff: -0.228128 p50_diff: -0.037914 p75_diff: 0.067688 p95_diff: 0.279875 Dec: variable: Dec n_points: 9843890 rmse: 0.411919 bias: -0.12206 mae: 0.224224 correlation: 0.681498 mean_model: 35.178898 mean_obs: 35.30096 std_model: 0.537218 std_obs: 0.380759 min_diff: -14.080832 max_diff: 3.4825 p05_diff: -0.720436 p25_diff: -0.222256 p50_diff: -0.040599 p75_diff: 0.056625 p95_diff: 0.278765