Mean State

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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.76
ACCESS-ESM1-5 [-] 4.04 3.53 3.78 10.6 0.912 -0.122 2.29 0.397 0.726 0.674 0.956 0.918 0.789
BCC-CSM2-MR [-] 6.67 5.83 3.82 17.5 1.70 2.04 3.60 0.574 0.634 0.566 0.948 0.610 0.665
CESM2 [-] 7.40 6.04 3.84 25.4 0.516 2.28 3.69 0.498 0.627 0.570 0.956 0.647 0.674
IPSL-CM6A-LR [-] 7.60 6.03 3.79 34.2 0.802 2.30 3.91 0.631 0.620 0.566 0.938 0.345 0.607
UKESM1-0-LL [-] 10.5 2.09 3.80 107. 0.822 -1.58 3.45 0.560 0.631 0.558 0.950 0.851 0.710
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.65
ACCESS-ESM1-5 [-] 1.47 1.67 1.66 0.910 0.336 0.0543 1.17 0.806 0.743 0.652 0.898 0.907 0.770
BCC-CSM2-MR [-] 2.32 2.66 1.67 1.38 0.343 1.05 1.77 0.860 0.661 0.577 0.893 0.671 0.676
CESM2 [-] 3.05 3.14 1.66 2.81 0.221 1.61 2.35 0.847 0.672 0.580 0.897 0.132 0.572
IPSL-CM6A-LR [-] 2.85 2.99 1.66 2.42 0.235 1.31 2.17 0.943 0.593 0.512 0.881 0.399 0.579
UKESM1-0-LL [-] 8.23 1.52 1.66 25.9 0.271 0.00932 1.64 0.878 0.680 0.579 0.894 0.135 0.573
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.00181
ACCESS-ESM1-5 [-] 0.00129 0.00168 0.00165 1.71e-08 0.000395 0.000168 0.00401 2.17 0.889 0.764 0.649 0.241 0.661
BCC-CSM2-MR [-] 0.00188 0.00422 0.00160 3.12e-07 0.000424 0.00238 0.00715 2.13 0.848 0.717 0.652 0.0970 0.606
CESM2 [-] 0.000549 0.000849 0.00165 2.00e-11 0.000184 -0.000717 0.00266 2.09 0.895 0.773 0.658 0.623 0.744
IPSL-CM6A-LR [-] 0.0106 0.0170 0.00160 1.11e-05 0.00218 0.0226 0.0294 2.14 0.718 0.595 0.652 0.00130 0.512
UKESM1-0-LL [-] 0.00262 0.00374 0.00161 2.93e-07 0.000388 0.00224 0.00729 2.11 0.849 0.721 0.665 0.169 0.625
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.255
ACCESS-ESM1-5 [-] 0.153 0.147 0.250 0.347 -0.104 0.322 0.525 0.705 0.579 0.958 0.781 0.720
BCC-CSM2-MR [-] 0.587 0.575 0.260 1.19 0.00680 0.300 0.682 0.474 0.605 0.486 0.954 0.223 0.551
CESM2 [-] 0.282 0.281 0.250 0.457 0.00579 0.0572 0.355 0.494 0.649 0.503 0.962 0.796 0.683
IPSL-CM6A-LR [-] 0.813 0.906 0.238 0.784 0.0133 0.718 1.04 0.781 0.515 0.433 0.915 0.0243 0.464
UKESM1-0-LL [-] 0.258 0.266 0.254 0.710 0.00867 0.00361 0.404 0.563 0.662 0.552 0.953 0.795 0.703
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.24
ACCESS-ESM1-5 [-] 8.58 7.36 2.95 8.87 0.0360 3.42 7.38 0.774 0.402 0.352 0.936 0.748 0.558
BCC-CSM2-MR [-] 3.69 1.88 2.72 6.15 0.0640 -0.592 3.40 1.01 0.483 0.431 0.897 0.679 0.584
CESM2 [-] 10.4 6.44 3.05 11.1 0.111 2.40 5.30 0.734 0.486 0.439 0.940 0.406 0.542
IPSL-CM6A-LR [-] 14.1 9.03 3.24 14.1 0.0466 6.87 8.31 1.20 0.375 0.351 0.852 0.150 0.416
UKESM1-0-LL [-] 4.96 6.57 3.34 3.88 0.102 0.941 6.26 1.01 0.481 0.399 0.902 0.724 0.581
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.22
ACCESS-ESM1-5 [-] 1.03 1.02 1.18 1.30 0.141 -0.209 0.957 0.519 0.735 0.636 0.961 0.888 0.771
BCC-CSM2-MR [-] 1.60 1.57 1.21 4.67 0.173 0.303 1.14 0.448 0.709 0.595 0.966 0.798 0.733
CESM2 [-] 1.68 1.63 1.22 3.69 0.102 0.362 1.12 0.458 0.719 0.598 0.967 0.808 0.738
IPSL-CM6A-LR [-] 3.30 2.40 1.23 16.5 0.106 1.00 1.94 0.535 0.602 0.492 0.958 0.341 0.577
UKESM1-0-LL [-] 1.19 1.17 1.24 2.14 0.103 -0.115 1.29 0.442 0.685 0.554 0.968 0.833 0.719
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.000835
ACCESS-ESM1-5 [-] 1.48e-09 3.83e-08 0.000299 4.87e-15 -0.000494 0.000509 0.850 0.823 0.756 0.926 7.78e-09 0.652
BCC-CSM2-MR [-] 4.73e-08 1.20e-05 0.000294 1.02e-19 -0.000313 0.000527 0.673 0.822 0.735 0.939 0.0192 0.650
CESM2 [-] 1.92e-09 5.88e-08 0.000534 2.45e-10 -0.000360 0.000895 0.869 0.854 0.723 0.924 6.40e-08 0.645
IPSL-CM6A-LR [-] 1.73e-05 0.00362 0.000527 0.00 0.0138 0.00793 1.15 0.372 0.275 0.878 0.000200 0.360
UKESM1-0-LL [-] 1.89e-06 3.79e-05 0.000948 3.46e-07 -0.000808 0.00143 0.953 0.824 0.711 0.901 0.00437 0.630
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.00132
ACCESS-ESM1-5 [-] 8.79e-05 0.00247 0.00106 3.12e-11 0.000484 0.00406 0.00553 1.27 0.852 0.735 0.817 0.00392 0.628
BCC-CSM2-MR [-] 0.000639 0.00350 0.00108 4.14e-08 0.000922 0.00338 0.00725 1.25 0.808 0.691 0.818 0.0166 0.605
CESM2 [-] 2.83e-05 0.00162 0.00103 5.36e-08 0.000806 0.00221 0.00453 1.29 0.870 0.757 0.819 0.0116 0.643
IPSL-CM6A-LR [-] 0.00114 0.0505 0.00121 8.54e-06 0.000420 0.0647 0.0720 1.45 0.730 0.601 0.791 1.86e-05 0.545
UKESM1-0-LL [-] 0.000512 0.00858 0.00124 7.82e-07 0.000725 0.00643 0.0146 1.55 0.768 0.630 0.769 0.00301 0.560
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 4.38
ACCESS-ESM1-5 [-] 4.91 4.93 4.41 4.93 1.56 0.593 2.42 0.289 0.682 0.642 0.970 0.942 0.775
BCC-CSM2-MR [-] 7.18 7.53 4.46 5.98 1.50 3.26 4.35 0.562 0.497 0.517 0.950 0.789 0.654
CESM2 [-] 12.2 10.5 4.43 18.4 0.895 6.45 8.06 0.686 0.393 0.413 0.940 0.0464 0.441
IPSL-CM6A-LR [-] 7.80 7.01 4.42 13.9 0.674 2.59 4.25 0.583 0.551 0.540 0.944 0.426 0.600
UKESM1-0-LL [-] 48.1 5.13 4.45 223. 0.684 1.39 3.88 0.610 0.628 0.592 0.947 0.0328 0.558
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Period Mean (original grids) [cm]
Model Period Mean (intersection) [cm]
Benchmark Period Mean (intersection) [cm]
Model Period Mean (complement) [cm]
Benchmark Period Mean (complement) [cm]
Bias [cm]
RMSE [cm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.585
ACCESS-ESM1-5 [-] 0.362 0.355 0.568 0.381 0.00427 -0.210 0.593 0.602 0.730 0.618 0.951 0.835 0.751
BCC-CSM2-MR [-] 1.06 0.894 0.562 6.35 0.0156 0.345 0.815 0.624 0.651 0.554 0.948 0.374 0.616
CESM2 [-] 0.785 0.692 0.534 4.20 0.00968 0.131 0.605 0.519 0.704 0.565 0.960 0.769 0.713
IPSL-CM6A-LR [-] 1.75 1.87 0.546 12.5 0.0272 1.15 1.85 0.715 0.530 0.438 0.931 0.0427 0.476
UKESM1-0-LL [-] 0.731 0.731 0.565 0.793 0.0201 0.122 0.670 0.596 0.643 0.526 0.951 0.908 0.711

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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
Data not available
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BENCHMARK MAX MONTH
Data not available
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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
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

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

All Models

Benchmark
Data not available
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ACCESS-ESM1-5
Data not available
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BCC-CSM2-MR
Data not available
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CESM2
Data not available
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IPSL-CM6A-LR
Data not available
Data not available
UKESM1-0-LL
Data not available
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Data Information