################################################################################ SALT Validation Statistics ################################################################################ Format: 1.1 Created: 2026-05-04 08:56:01 Author: KB Project: OceanICU Institute: BB Area: NS Experiment: CMEMS ################################################################################ ================================================================================ Period: 2016-2023 | Model: pyGETM ================================================================================ Analysed: 2026-05-07 07:47:04 --- WOA --- RMSE: 1.8657 Bias: -0.4047 MAE: 0.6013 Correlation: 0.8484 N points: 13,890,240 Model mean: 34.2831 Obs mean: 34.6877 Model std: 2.9459 Obs std: 1.5586 Error distribution: Min: -24.5625 5th pct: -1.8974 25th pct: -0.3434 Median: -0.0322 75th pct: +0.1224 95th pct: +0.4691 Max: +3.3153 Monthly breakdown: Month RMSE Bias MAE Corr -------------------------------------------- Jan 1.7050 -0.3468 0.5380 0.8623 Feb 1.7717 -0.3784 0.5559 0.8529 Mar 1.8752 -0.4176 0.6083 0.8424 Apr 1.9813 -0.4203 0.6472 0.8255 May 2.0577 -0.4902 0.6740 0.8301 Jun 2.0936 -0.5069 0.6727 0.8243 Jul 1.8502 -0.4147 0.6128 0.8580 Aug 1.8730 -0.3900 0.6055 0.8505 Sep 1.8779 -0.3860 0.6026 0.8536 Oct 1.7620 -0.3621 0.5784 0.8582 Nov 1.7447 -0.3609 0.5628 0.8665 Dec 1.7492 -0.3820 0.5578 0.8667 -------------------------------------------- All 1.8657 -0.4047 0.6013 0.8484