Mean State

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Period Mean (original grids) [1e-6 mol L-1]
Model Period Mean (intersection) [1e-6 mol L-1]
Model Period Mean (complement) [1e-6 mol L-1]
Benchmark Period Mean (intersection) [1e-6 mol L-1]
Benchmark Period Mean (complement) [1e-6 mol L-1]
Bias [1e-6 mol L-1]
RMSE [1e-6 mol L-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.04
CanESM2 [-] 2.11 6.98 4.15 5.09 3.26 1.88 4.13 2.64 0.266 0.343 0.577 0.783 0.462
CanESM5 [-] 5.62 5.74 2.78 5.04 7.07 0.697 2.57 2.52 0.290 0.359 0.602 0.940 0.510
CESM1-BGC [-] 6.32 6.17 10.3 5.04 9.54 1.13 2.78 2.28 0.388 0.251 0.647 0.517 0.411
CESM2 [-] 3.06 4.77 2.07 5.05 4.06 -0.284 2.13 2.32 0.355 0.259 0.638 0.930 0.488
GFDL-ESM2G [-] 5.05 5.10 3.51 5.07 2.55 0.0299 1.97 2.36 0.394 0.320 0.630 0.970 0.527
GFDL-ESM4 [-] 7.25 5.12 5.45 5.05 1.18 0.0776 1.91 2.39 0.390 0.297 0.629 0.980 0.518
HadGEM2-ES [-] 3.74 4.76 3.59 5.06 2.88 -0.299 2.38 2.42 0.357 0.294 0.622 0.981 0.509
IPSL-CM5A-LR [-] 4.41 4.49 2.27 5.07 2.97 -0.587 2.05 2.46 0.343 0.355 0.613 0.977 0.529
IPSL-CM6A-LR [-] 4.36 4.45 2.32 5.05 4.83 -0.598 1.82 2.36 0.379 0.350 0.633 0.981 0.539
meanCMIP5 [-] 4.29 5.83 0.797 5.04 0.792 2.09 2.29 0.246 0.332 0.645 0.912 0.494
meanCMIP6 [-] 5.53 5.58 4.93 5.04 0.837 0.535 1.72 2.28 0.380 0.318 0.647 0.978 0.528
MIROC-ES2L [-] 5.93 5.97 4.26 5.08 1.77 0.894 2.29 2.35 0.350 0.343 0.632 0.964 0.526
MPI-ESM-LR [-] 4.42 4.47 2.96 5.06 1.97 -0.585 2.42 2.44 0.417 0.258 0.616 0.914 0.493
MPI-ESM1-2-LR [-] 3.62 3.67 2.23 5.05 0.795 -1.39 2.43 2.46 0.373 0.310 0.613 0.880 0.497
NorESM1-ME [-] 6.21 6.27 4.76 5.04 9.59 1.22 2.60 2.42 0.215 0.246 0.621 0.933 0.452
NorESM2-LM [-] 7.22 7.21 7.68 5.05 0.596 2.16 3.01 2.41 0.208 0.246 0.620 0.894 0.443
UKESM [-] 7.75 7.86 4.92 5.04 5.28 2.82 3.65 2.30 0.266 0.295 0.645 0.942 0.489

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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SEASONAL CYCLE SCORE
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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Relationships

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Temperaturesurface Hellinger Distance [1]
Temperaturesurface RMSE Score [1]
Overall Score [1]
CanESM2 [-] 0.324 0.583 0.583
CanESM5 [-] 0.358 0.813 0.813
CESM1-BGC [-] 0.372 0.676 0.676
CESM2 [-] 0.385 0.876 0.876
GFDL-ESM2G [-] 0.357 0.788 0.788
GFDL-ESM4 [-] 0.298 0.902 0.902
HadGEM2-ES [-] 0.306 0.876 0.876
IPSL-CM5A-LR [-] 0.264 0.810 0.810
IPSL-CM6A-LR [-] 0.246 0.828 0.828
meanCMIP5 [-] 0.343 0.852 0.852
meanCMIP6 [-] 0.316 0.900 0.900
MIROC-ES2L [-] 0.398 0.680 0.680
MPI-ESM-LR [-] 0.268 0.933 0.933
MPI-ESM1-2-LR [-] 0.344 0.822 0.822
NorESM1-ME [-] 0.476 0.790 0.790
NorESM2-LM [-]
UKESM [-] 0.394 0.736 0.736

Temperaturesurface/WOA2018

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All Models

Benchmark
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CanESM2
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CanESM5
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CESM1-BGC
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CESM2
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GFDL-ESM2G
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GFDL-ESM4
Data not available
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HadGEM2-ES
Data not available
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IPSL-CM5A-LR
Data not available
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IPSL-CM6A-LR
Data not available
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meanCMIP5
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meanCMIP6
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MIROC-ES2L
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MPI-ESM-LR
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MPI-ESM1-2-LR
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NorESM1-ME
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NorESM2-LM
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UKESM
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Data Information