Mean State

Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
RMSE [1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.15
E3SMv3 highECS 0051 [-] 2.98 3.00 2.16 0.828 0.883 0.845 1.70 3.12 0.183 0.488 0.455 0.668 0.457
E3SMv3 highECS 0091 [-] 2.96 2.98 2.16 0.803 0.883 0.826 1.67 3.02 0.187 0.494 0.489 0.663 0.465
E3SMv3 highECS 0101 [-] 2.99 3.01 2.16 0.819 0.883 0.853 1.70 3.10 0.184 0.487 0.472 0.666 0.459
E3SMv3 highECS 0111 [-] 2.98 3.00 2.16 0.816 0.883 0.841 1.69 3.10 0.186 0.487 0.468 0.664 0.458
E3SMv3 highECS 0121 [-] 2.98 3.00 2.16 0.834 0.883 0.847 1.70 3.03 0.185 0.494 0.479 0.662 0.463
E3SMv3 highECS 0131 [-] 2.97 2.99 2.16 0.823 0.883 0.831 1.68 3.10 0.186 0.488 0.463 0.664 0.458
E3SMv3 highECS 0141 [-] 2.99 3.01 2.16 0.824 0.883 0.858 1.70 3.10 0.186 0.489 0.454 0.663 0.456
E3SMv3 highECS 0151 [-] 2.98 3.00 2.16 0.821 0.883 0.841 1.69 3.10 0.185 0.497 0.467 0.656 0.460
E3SMv3 highECS 0161 [-] 3.00 3.02 2.16 0.823 0.883 0.861 1.71 3.09 0.184 0.493 0.473 0.659 0.461
E3SMv3 highECS 0171 [-] 2.97 2.99 2.16 0.835 0.883 0.839 1.70 3.08 0.183 0.489 0.476 0.663 0.460
E3SMv3 highECS 0181 [-] 2.96 2.98 2.16 0.824 0.883 0.823 1.69 3.12 0.184 0.486 0.457 0.667 0.456
E3SMv3 highECS 0191 [-] 3.00 3.02 2.16 0.827 0.883 0.861 1.70 3.16 0.185 0.493 0.442 0.660 0.454
E3SMv3 highECS 0201 [-] 3.01 3.03 2.16 0.842 0.883 0.870 1.71 3.07 0.185 0.489 0.466 0.668 0.459
E3SMv3 highECS 0211 [-] 2.95 2.97 2.16 0.825 0.883 0.812 1.67 3.05 0.186 0.493 0.481 0.669 0.464
E3SMv3 highECS 0221 [-] 3.01 3.03 2.16 0.847 0.883 0.871 1.72 3.16 0.184 0.489 0.457 0.665 0.457
E3SMv3 highECS 0231 [-] 2.98 3.00 2.16 0.827 0.883 0.842 1.69 3.20 0.184 0.491 0.446 0.664 0.455
E3SMv3 highECS 0241 [-] 2.95 2.97 2.16 0.822 0.883 0.819 1.67 3.03 0.187 0.487 0.483 0.666 0.462
E3SMv3 highECS 0251 [-] 2.96 2.98 2.16 0.822 0.883 0.826 1.68 3.10 0.187 0.491 0.466 0.664 0.460
E3SMv3 highECS 0261 [-] 2.98 3.00 2.16 0.832 0.883 0.846 1.70 3.14 0.183 0.494 0.452 0.657 0.456
E3SMv3 highECS 0271 [-] 2.97 2.99 2.16 0.821 0.883 0.838 1.69 3.08 0.184 0.491 0.463 0.663 0.458
E3SMv3 highECS 0281 [-] 2.97 2.99 2.16 0.806 0.883 0.838 1.69 3.05 0.184 0.488 0.481 0.663 0.461
E3SMv3 highECS 0291 [-] 2.99 3.01 2.16 0.815 0.883 0.850 1.71 3.12 0.182 0.494 0.465 0.662 0.459
E3SMv3 highECS 0301 [-] 2.98 3.00 2.16 0.819 0.883 0.842 1.69 3.09 0.186 0.490 0.474 0.668 0.462
E3SMv3 highECS 0311 [-] 2.99 3.01 2.16 0.839 0.883 0.859 1.70 3.12 0.185 0.489 0.474 0.664 0.460
E3SMv3 highECS 0321 [-] 2.95 2.97 2.16 0.819 0.883 0.816 1.68 3.09 0.185 0.490 0.474 0.665 0.461
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
RMSE [1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.88
E3SMv3 highECS 0051 [-] 5.12 5.26 3.93 2.53 3.21 1.34 2.26 3.19 0.157 0.692 0.488 0.722 0.550
E3SMv3 highECS 0091 [-] 5.15 5.30 3.93 2.57 3.21 1.38 2.29 3.08 0.158 0.697 0.506 0.716 0.555
E3SMv3 highECS 0101 [-] 5.09 5.23 3.93 2.53 3.21 1.31 2.26 3.18 0.156 0.692 0.488 0.714 0.549
E3SMv3 highECS 0111 [-] 5.11 5.26 3.93 2.54 3.21 1.33 2.27 3.16 0.157 0.695 0.492 0.716 0.551
E3SMv3 highECS 0121 [-] 5.14 5.28 3.93 2.56 3.21 1.36 2.28 3.20 0.157 0.694 0.488 0.717 0.550
E3SMv3 highECS 0131 [-] 5.08 5.22 3.93 2.53 3.21 1.30 2.24 3.16 0.155 0.696 0.491 0.720 0.552
E3SMv3 highECS 0141 [-] 5.11 5.25 3.93 2.56 3.21 1.32 2.25 3.23 0.159 0.693 0.484 0.730 0.552
E3SMv3 highECS 0151 [-] 5.18 5.32 3.93 2.59 3.21 1.40 2.30 3.17 0.158 0.696 0.493 0.714 0.551
E3SMv3 highECS 0161 [-] 5.10 5.25 3.93 2.55 3.21 1.32 2.26 3.20 0.156 0.694 0.485 0.719 0.550
E3SMv3 highECS 0171 [-] 5.14 5.28 3.93 2.56 3.21 1.36 2.28 3.20 0.158 0.694 0.486 0.717 0.550
E3SMv3 highECS 0181 [-] 5.11 5.25 3.93 2.55 3.21 1.33 2.26 3.18 0.157 0.694 0.490 0.715 0.550
E3SMv3 highECS 0191 [-] 5.13 5.27 3.93 2.56 3.21 1.35 2.28 3.22 0.156 0.696 0.482 0.712 0.548
E3SMv3 highECS 0201 [-] 5.07 5.22 3.93 2.52 3.21 1.29 2.25 3.17 0.155 0.693 0.490 0.713 0.549
E3SMv3 highECS 0211 [-] 5.12 5.26 3.93 2.54 3.21 1.34 2.26 3.18 0.158 0.695 0.488 0.725 0.552
E3SMv3 highECS 0221 [-] 5.10 5.25 3.93 2.56 3.21 1.32 2.26 3.19 0.156 0.695 0.490 0.716 0.551
E3SMv3 highECS 0231 [-] 5.10 5.25 3.93 2.55 3.21 1.32 2.26 3.22 0.156 0.691 0.484 0.717 0.548
E3SMv3 highECS 0241 [-] 5.13 5.28 3.93 2.57 3.21 1.35 2.27 3.19 0.157 0.694 0.492 0.719 0.551
E3SMv3 highECS 0251 [-] 5.19 5.34 3.93 2.60 3.21 1.42 2.31 3.24 0.158 0.699 0.482 0.715 0.551
E3SMv3 highECS 0261 [-] 5.14 5.29 3.93 2.56 3.21 1.36 2.28 3.15 0.157 0.700 0.495 0.717 0.554
E3SMv3 highECS 0271 [-] 5.15 5.30 3.93 2.58 3.21 1.37 2.28 3.21 0.158 0.698 0.484 0.721 0.552
E3SMv3 highECS 0281 [-] 5.13 5.27 3.93 2.57 3.21 1.35 2.27 3.16 0.157 0.700 0.493 0.717 0.553
E3SMv3 highECS 0291 [-] 5.08 5.22 3.93 2.53 3.21 1.30 2.25 3.20 0.157 0.690 0.489 0.719 0.549
E3SMv3 highECS 0301 [-] 5.14 5.28 3.93 2.56 3.21 1.36 2.28 3.21 0.156 0.692 0.489 0.715 0.549
E3SMv3 highECS 0311 [-] 5.15 5.30 3.93 2.57 3.21 1.37 2.29 3.18 0.155 0.696 0.491 0.711 0.550
E3SMv3 highECS 0321 [-] 5.15 5.30 3.93 2.56 3.21 1.37 2.29 3.15 0.157 0.694 0.495 0.716 0.551
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
RMSE [1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.23
E3SMv3 highECS 0051 [-] 1.44 1.60 1.23 0.0920 1.32 0.369 0.963 2.14 0.299 0.465 0.622 0.801 0.530
E3SMv3 highECS 0091 [-] 1.44 1.60 1.23 0.0916 1.32 0.368 0.960 2.14 0.300 0.467 0.627 0.798 0.532
E3SMv3 highECS 0101 [-] 1.44 1.59 1.23 0.0912 1.32 0.361 0.958 2.15 0.303 0.464 0.619 0.800 0.530
E3SMv3 highECS 0111 [-] 1.44 1.60 1.23 0.0916 1.32 0.370 0.957 2.15 0.300 0.468 0.619 0.798 0.530
E3SMv3 highECS 0121 [-] 1.45 1.60 1.23 0.0922 1.32 0.373 0.966 2.13 0.301 0.465 0.623 0.797 0.530
E3SMv3 highECS 0131 [-] 1.45 1.61 1.23 0.0916 1.32 0.378 0.966 2.15 0.301 0.462 0.617 0.798 0.528
E3SMv3 highECS 0141 [-] 1.44 1.60 1.23 0.0916 1.32 0.366 0.959 2.14 0.301 0.466 0.619 0.800 0.530
E3SMv3 highECS 0151 [-] 1.44 1.59 1.23 0.0918 1.32 0.361 0.955 2.16 0.303 0.468 0.619 0.798 0.531
E3SMv3 highECS 0161 [-] 1.43 1.58 1.23 0.0912 1.32 0.351 0.952 2.16 0.303 0.465 0.620 0.802 0.531
E3SMv3 highECS 0171 [-] 1.44 1.59 1.23 0.0919 1.32 0.363 0.963 2.16 0.299 0.463 0.619 0.799 0.529
E3SMv3 highECS 0181 [-] 1.44 1.60 1.23 0.0916 1.32 0.366 0.962 2.16 0.298 0.465 0.616 0.798 0.528
E3SMv3 highECS 0191 [-] 1.44 1.60 1.23 0.0918 1.32 0.366 0.962 2.16 0.298 0.466 0.617 0.797 0.529
E3SMv3 highECS 0201 [-] 1.44 1.60 1.23 0.0912 1.32 0.364 0.958 2.17 0.303 0.463 0.619 0.800 0.530
E3SMv3 highECS 0211 [-] 1.45 1.60 1.23 0.0918 1.32 0.371 0.959 2.14 0.302 0.466 0.623 0.801 0.532
E3SMv3 highECS 0221 [-] 1.45 1.60 1.23 0.0922 1.32 0.371 0.966 2.17 0.298 0.467 0.617 0.797 0.529
E3SMv3 highECS 0231 [-] 1.45 1.60 1.23 0.0922 1.32 0.371 0.964 2.15 0.301 0.464 0.618 0.799 0.529
E3SMv3 highECS 0241 [-] 1.44 1.60 1.23 0.0921 1.32 0.366 0.961 2.12 0.300 0.467 0.626 0.799 0.532
E3SMv3 highECS 0251 [-] 1.45 1.60 1.23 0.0928 1.32 0.371 0.960 2.16 0.303 0.465 0.620 0.797 0.530
E3SMv3 highECS 0261 [-] 1.45 1.60 1.23 0.0920 1.32 0.370 0.967 2.15 0.299 0.467 0.619 0.794 0.529
E3SMv3 highECS 0271 [-] 1.44 1.60 1.23 0.0926 1.32 0.366 0.960 2.14 0.301 0.465 0.620 0.800 0.530
E3SMv3 highECS 0281 [-] 1.43 1.59 1.23 0.0919 1.32 0.357 0.954 2.16 0.302 0.465 0.622 0.799 0.531
E3SMv3 highECS 0291 [-] 1.44 1.59 1.23 0.0916 1.32 0.360 0.957 2.15 0.300 0.467 0.619 0.799 0.530
E3SMv3 highECS 0301 [-] 1.44 1.59 1.23 0.0918 1.32 0.362 0.956 2.14 0.302 0.464 0.621 0.803 0.531
E3SMv3 highECS 0311 [-] 1.44 1.60 1.23 0.0923 1.32 0.364 0.955 2.17 0.301 0.467 0.616 0.798 0.530
E3SMv3 highECS 0321 [-] 1.44 1.60 1.23 0.0918 1.32 0.365 0.957 2.13 0.300 0.468 0.626 0.797 0.532
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
RMSE [1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.793
E3SMv3 highECS 0051 [-] 1.00 1.01 0.800 0.306 0.375 0.214 0.795 1.65 0.546 0.425 0.824 0.699 0.584
E3SMv3 highECS 0091 [-] 0.983 0.995 0.800 0.301 0.375 0.196 0.781 1.66 0.551 0.427 0.825 0.708 0.587
E3SMv3 highECS 0101 [-] 0.988 1.00 0.800 0.303 0.375 0.201 0.785 1.64 0.550 0.426 0.828 0.705 0.587
E3SMv3 highECS 0111 [-] 0.988 1.00 0.800 0.302 0.375 0.201 0.779 1.66 0.553 0.427 0.826 0.707 0.588
E3SMv3 highECS 0121 [-] 0.994 1.01 0.800 0.302 0.375 0.207 0.791 1.67 0.549 0.423 0.820 0.701 0.583
E3SMv3 highECS 0131 [-] 0.993 1.01 0.800 0.305 0.375 0.206 0.788 1.62 0.548 0.427 0.831 0.703 0.587
E3SMv3 highECS 0141 [-] 0.986 0.999 0.800 0.304 0.375 0.199 0.784 1.63 0.549 0.428 0.828 0.708 0.588
E3SMv3 highECS 0151 [-] 0.981 0.993 0.800 0.302 0.375 0.193 0.779 1.64 0.552 0.427 0.827 0.708 0.588
E3SMv3 highECS 0161 [-] 0.979 0.991 0.800 0.302 0.375 0.191 0.778 1.69 0.552 0.427 0.816 0.711 0.587
E3SMv3 highECS 0171 [-] 0.979 0.992 0.800 0.302 0.375 0.192 0.778 1.65 0.551 0.427 0.823 0.708 0.587
E3SMv3 highECS 0181 [-] 0.989 1.00 0.800 0.303 0.375 0.202 0.783 1.65 0.553 0.426 0.823 0.705 0.586
E3SMv3 highECS 0191 [-] 0.977 0.990 0.800 0.302 0.375 0.190 0.778 1.65 0.548 0.429 0.827 0.709 0.588
E3SMv3 highECS 0201 [-] 0.979 0.992 0.800 0.302 0.375 0.192 0.777 1.64 0.551 0.429 0.828 0.710 0.589
E3SMv3 highECS 0211 [-] 0.992 1.00 0.800 0.303 0.375 0.205 0.785 1.61 0.548 0.428 0.834 0.703 0.588
E3SMv3 highECS 0221 [-] 0.989 1.00 0.800 0.305 0.375 0.202 0.786 1.65 0.549 0.426 0.826 0.707 0.587
E3SMv3 highECS 0231 [-] 0.990 1.00 0.800 0.307 0.375 0.203 0.787 1.64 0.549 0.425 0.824 0.706 0.586
E3SMv3 highECS 0241 [-] 0.998 1.01 0.800 0.307 0.375 0.211 0.799 1.64 0.542 0.425 0.826 0.698 0.583
E3SMv3 highECS 0251 [-] 0.985 0.998 0.800 0.304 0.375 0.198 0.781 1.64 0.549 0.428 0.829 0.703 0.588
E3SMv3 highECS 0261 [-] 0.979 0.992 0.800 0.302 0.375 0.192 0.777 1.67 0.555 0.427 0.820 0.714 0.588
E3SMv3 highECS 0271 [-] 0.989 1.00 0.800 0.304 0.375 0.202 0.783 1.63 0.548 0.429 0.829 0.704 0.588
E3SMv3 highECS 0281 [-] 0.972 0.984 0.800 0.300 0.375 0.184 0.772 1.68 0.557 0.428 0.820 0.717 0.590
E3SMv3 highECS 0291 [-] 0.976 0.988 0.800 0.302 0.375 0.189 0.776 1.66 0.550 0.430 0.825 0.710 0.589
E3SMv3 highECS 0301 [-] 0.988 1.00 0.800 0.305 0.375 0.201 0.782 1.64 0.550 0.427 0.827 0.707 0.587
E3SMv3 highECS 0311 [-] 0.974 0.987 0.800 0.302 0.375 0.187 0.775 1.66 0.551 0.428 0.825 0.710 0.588
E3SMv3 highECS 0321 [-] 0.976 0.988 0.800 0.302 0.375 0.189 0.773 1.61 0.554 0.430 0.831 0.715 0.592
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
RMSE [1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 4.44
E3SMv3 highECS 0051 [-] 5.19 5.21 4.45 1.61 0.641 0.768 1.48 3.07 0.212 0.442 0.473 0.856 0.485
E3SMv3 highECS 0091 [-] 5.21 5.24 4.45 1.60 0.641 0.796 1.48 3.10 0.210 0.447 0.468 0.858 0.486
E3SMv3 highECS 0101 [-] 5.17 5.20 4.45 1.58 0.641 0.755 1.47 3.12 0.218 0.440 0.463 0.858 0.484
E3SMv3 highECS 0111 [-] 5.28 5.30 4.45 1.60 0.641 0.858 1.51 3.14 0.206 0.453 0.462 0.856 0.486
E3SMv3 highECS 0121 [-] 5.20 5.22 4.45 1.61 0.641 0.776 1.47 3.10 0.217 0.443 0.469 0.860 0.486
E3SMv3 highECS 0131 [-] 5.18 5.21 4.45 1.62 0.641 0.761 1.48 3.16 0.223 0.436 0.458 0.864 0.483
E3SMv3 highECS 0141 [-] 5.19 5.21 4.45 1.56 0.641 0.767 1.45 3.10 0.218 0.443 0.467 0.864 0.487
E3SMv3 highECS 0151 [-] 5.20 5.23 4.45 1.62 0.641 0.779 1.47 3.12 0.218 0.448 0.470 0.860 0.489
E3SMv3 highECS 0161 [-] 5.15 5.18 4.45 1.58 0.641 0.731 1.44 3.10 0.224 0.439 0.471 0.866 0.488
E3SMv3 highECS 0171 [-] 5.20 5.23 4.45 1.60 0.641 0.784 1.48 3.12 0.214 0.440 0.466 0.861 0.484
E3SMv3 highECS 0181 [-] 5.24 5.26 4.45 1.61 0.641 0.817 1.50 3.14 0.205 0.445 0.464 0.858 0.483
E3SMv3 highECS 0191 [-] 5.22 5.24 4.45 1.60 0.641 0.798 1.48 3.10 0.209 0.444 0.469 0.860 0.485
E3SMv3 highECS 0201 [-] 5.17 5.20 4.45 1.59 0.641 0.755 1.45 3.12 0.221 0.439 0.466 0.866 0.486
E3SMv3 highECS 0211 [-] 5.18 5.21 4.45 1.62 0.641 0.762 1.46 3.10 0.221 0.443 0.473 0.864 0.489
E3SMv3 highECS 0221 [-] 5.22 5.24 4.45 1.60 0.641 0.797 1.48 3.11 0.209 0.451 0.464 0.856 0.486
E3SMv3 highECS 0231 [-] 5.18 5.20 4.45 1.63 0.641 0.758 1.46 3.13 0.222 0.442 0.465 0.867 0.487
E3SMv3 highECS 0241 [-] 5.19 5.22 4.45 1.61 0.641 0.774 1.49 3.11 0.219 0.447 0.466 0.857 0.487
E3SMv3 highECS 0251 [-] 5.18 5.20 4.45 1.64 0.641 0.758 1.47 3.08 0.225 0.439 0.476 0.864 0.489
E3SMv3 highECS 0261 [-] 5.22 5.25 4.45 1.60 0.641 0.804 1.49 3.11 0.211 0.447 0.463 0.859 0.486
E3SMv3 highECS 0271 [-] 5.19 5.22 4.45 1.62 0.641 0.769 1.48 3.10 0.218 0.441 0.469 0.863 0.486
E3SMv3 highECS 0281 [-] 5.18 5.21 4.45 1.58 0.641 0.761 1.47 3.11 0.215 0.441 0.468 0.862 0.485
E3SMv3 highECS 0291 [-] 5.21 5.23 4.45 1.59 0.641 0.788 1.48 3.12 0.213 0.447 0.465 0.856 0.485
E3SMv3 highECS 0301 [-] 5.20 5.22 4.45 1.62 0.641 0.776 1.47 3.09 0.217 0.438 0.467 0.862 0.484
E3SMv3 highECS 0311 [-] 5.24 5.27 4.45 1.62 0.641 0.824 1.49 3.13 0.209 0.445 0.461 0.863 0.485
E3SMv3 highECS 0321 [-] 5.25 5.28 4.45 1.60 0.641 0.831 1.49 3.10 0.205 0.454 0.470 0.859 0.488
Download Data
Period Mean (original grids) [1]
Model Period Mean (intersection) [1]
Benchmark Period Mean (intersection) [1]
Model Period Mean (complement) [1]
Benchmark Period Mean (complement) [1]
Bias [1]
RMSE [1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.856
E3SMv3 highECS 0051 [-] 1.08 1.10 0.858 0.247 0.680 0.241 0.792 1.58 0.525 0.440 0.836 0.700 0.588
E3SMv3 highECS 0091 [-] 1.07 1.09 0.858 0.244 0.680 0.231 0.788 1.59 0.527 0.438 0.837 0.705 0.589
E3SMv3 highECS 0101 [-] 1.07 1.09 0.858 0.245 0.680 0.236 0.793 1.56 0.525 0.437 0.838 0.695 0.586
E3SMv3 highECS 0111 [-] 1.07 1.09 0.858 0.244 0.680 0.231 0.783 1.60 0.529 0.440 0.836 0.704 0.590
E3SMv3 highECS 0121 [-] 1.08 1.10 0.858 0.245 0.680 0.240 0.796 1.59 0.527 0.435 0.834 0.694 0.585
E3SMv3 highECS 0131 [-] 1.08 1.10 0.858 0.247 0.680 0.242 0.792 1.56 0.525 0.439 0.840 0.694 0.587
E3SMv3 highECS 0141 [-] 1.07 1.09 0.858 0.246 0.680 0.232 0.787 1.55 0.526 0.440 0.839 0.702 0.590
E3SMv3 highECS 0151 [-] 1.06 1.08 0.858 0.245 0.680 0.220 0.780 1.57 0.531 0.440 0.838 0.709 0.592
E3SMv3 highECS 0161 [-] 1.06 1.08 0.858 0.243 0.680 0.220 0.782 1.62 0.528 0.439 0.830 0.709 0.589
E3SMv3 highECS 0171 [-] 1.07 1.09 0.858 0.243 0.680 0.232 0.793 1.61 0.524 0.436 0.833 0.694 0.585
E3SMv3 highECS 0181 [-] 1.07 1.09 0.858 0.245 0.680 0.233 0.790 1.58 0.528 0.437 0.836 0.702 0.588
E3SMv3 highECS 0191 [-] 1.07 1.09 0.858 0.245 0.680 0.229 0.787 1.57 0.526 0.438 0.838 0.707 0.589
E3SMv3 highECS 0201 [-] 1.06 1.08 0.858 0.245 0.680 0.225 0.783 1.60 0.528 0.439 0.834 0.707 0.589
E3SMv3 highECS 0211 [-] 1.07 1.10 0.858 0.246 0.680 0.237 0.789 1.55 0.527 0.440 0.842 0.698 0.590
E3SMv3 highECS 0221 [-] 1.08 1.10 0.858 0.247 0.680 0.243 0.797 1.58 0.523 0.436 0.836 0.695 0.585
E3SMv3 highECS 0231 [-] 1.08 1.10 0.858 0.247 0.680 0.239 0.796 1.57 0.524 0.436 0.836 0.697 0.586
E3SMv3 highECS 0241 [-] 1.08 1.10 0.858 0.247 0.680 0.239 0.795 1.59 0.521 0.441 0.834 0.690 0.585
E3SMv3 highECS 0251 [-] 1.07 1.09 0.858 0.246 0.680 0.228 0.785 1.59 0.526 0.440 0.837 0.699 0.588
E3SMv3 highECS 0261 [-] 1.06 1.08 0.858 0.244 0.680 0.225 0.784 1.61 0.529 0.438 0.831 0.709 0.589
E3SMv3 highECS 0271 [-] 1.07 1.09 0.858 0.246 0.680 0.228 0.783 1.57 0.526 0.442 0.839 0.701 0.590
E3SMv3 highECS 0281 [-] 1.06 1.08 0.858 0.244 0.680 0.222 0.780 1.61 0.534 0.438 0.832 0.706 0.590
E3SMv3 highECS 0291 [-] 1.06 1.08 0.858 0.245 0.680 0.219 0.779 1.58 0.528 0.441 0.837 0.711 0.592
E3SMv3 highECS 0301 [-] 1.07 1.09 0.858 0.247 0.680 0.230 0.783 1.58 0.528 0.439 0.836 0.707 0.590
E3SMv3 highECS 0311 [-] 1.06 1.08 0.858 0.243 0.680 0.218 0.778 1.58 0.528 0.442 0.836 0.704 0.590
E3SMv3 highECS 0321 [-] 1.06 1.08 0.858 0.244 0.680 0.218 0.776 1.56 0.532 0.441 0.839 0.716 0.594

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
SEASONAL CYCLE SCORE
Data not available
Data not available

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

Relationships

Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
Overall Score [1]
E3SMv3 highECS 0051 [-] 0.627 0.549 0.549
E3SMv3 highECS 0091 [-] 0.622 0.487 0.487
E3SMv3 highECS 0101 [-] 0.623 0.530 0.530
E3SMv3 highECS 0111 [-] 0.630 0.478 0.478
E3SMv3 highECS 0121 [-] 0.631 0.489 0.489
E3SMv3 highECS 0131 [-] 0.626 0.530 0.530
E3SMv3 highECS 0141 [-] 0.619 0.531 0.531
E3SMv3 highECS 0151 [-] 0.614 0.548 0.548
E3SMv3 highECS 0161 [-] 0.614 0.553 0.553
E3SMv3 highECS 0171 [-] 0.629 0.496 0.496
E3SMv3 highECS 0181 [-] 0.622 0.486 0.486
E3SMv3 highECS 0191 [-] 0.626 0.538 0.538
E3SMv3 highECS 0201 [-] 0.629 0.515 0.515
E3SMv3 highECS 0211 [-] 0.622 0.520 0.520
E3SMv3 highECS 0221 [-] 0.626 0.582 0.582
E3SMv3 highECS 0231 [-] 0.615 0.508 0.508
E3SMv3 highECS 0241 [-] 0.621 0.489 0.489
E3SMv3 highECS 0251 [-] 0.618 0.515 0.515
E3SMv3 highECS 0261 [-] 0.632 0.521 0.521
E3SMv3 highECS 0271 [-] 0.633 0.480 0.480
E3SMv3 highECS 0281 [-] 0.634 0.530 0.530
E3SMv3 highECS 0291 [-] 0.621 0.542 0.542
E3SMv3 highECS 0301 [-] 0.628 0.531 0.531
E3SMv3 highECS 0311 [-] 0.624 0.511 0.511
E3SMv3 highECS 0321 [-] 0.630 0.523 0.523
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
Overall Score [1]
E3SMv3 highECS 0051 [-] 0.730 0.741 0.741
E3SMv3 highECS 0091 [-] 0.735 0.667 0.667
E3SMv3 highECS 0101 [-] 0.717 0.680 0.680
E3SMv3 highECS 0111 [-] 0.726 0.696 0.696
E3SMv3 highECS 0121 [-] 0.742 0.727 0.727
E3SMv3 highECS 0131 [-] 0.725 0.722 0.722
E3SMv3 highECS 0141 [-] 0.733 0.704 0.704
E3SMv3 highECS 0151 [-] 0.745 0.732 0.732
E3SMv3 highECS 0161 [-] 0.747 0.695 0.695
E3SMv3 highECS 0171 [-] 0.747 0.727 0.727
E3SMv3 highECS 0181 [-] 0.737 0.714 0.714
E3SMv3 highECS 0191 [-] 0.735 0.703 0.703
E3SMv3 highECS 0201 [-] 0.716 0.689 0.689
E3SMv3 highECS 0211 [-] 0.735 0.740 0.740
E3SMv3 highECS 0221 [-] 0.722 0.747 0.747
E3SMv3 highECS 0231 [-] 0.740 0.730 0.730
E3SMv3 highECS 0241 [-] 0.717 0.757 0.757
E3SMv3 highECS 0251 [-] 0.706 0.739 0.739
E3SMv3 highECS 0261 [-] 0.728 0.729 0.729
E3SMv3 highECS 0271 [-] 0.736 0.757 0.757
E3SMv3 highECS 0281 [-] 0.735 0.715 0.715
E3SMv3 highECS 0291 [-] 0.725 0.703 0.703
E3SMv3 highECS 0301 [-] 0.737 0.699 0.699
E3SMv3 highECS 0311 [-] 0.746 0.721 0.721
E3SMv3 highECS 0321 [-] 0.729 0.696 0.696
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
Overall Score [1]
E3SMv3 highECS 0051 [-] 0.701 0.773 0.773
E3SMv3 highECS 0091 [-] 0.704 0.769 0.769
E3SMv3 highECS 0101 [-] 0.702 0.779 0.779
E3SMv3 highECS 0111 [-] 0.701 0.768 0.768
E3SMv3 highECS 0121 [-] 0.700 0.770 0.770
E3SMv3 highECS 0131 [-] 0.703 0.776 0.776
E3SMv3 highECS 0141 [-] 0.703 0.779 0.779
E3SMv3 highECS 0151 [-] 0.702 0.781 0.781
E3SMv3 highECS 0161 [-] 0.702 0.779 0.779
E3SMv3 highECS 0171 [-] 0.704 0.770 0.770
E3SMv3 highECS 0181 [-] 0.699 0.773 0.773
E3SMv3 highECS 0191 [-] 0.702 0.775 0.775
E3SMv3 highECS 0201 [-] 0.702 0.773 0.773
E3SMv3 highECS 0211 [-] 0.703 0.779 0.779
E3SMv3 highECS 0221 [-] 0.701 0.773 0.773
E3SMv3 highECS 0231 [-] 0.701 0.769 0.769
E3SMv3 highECS 0241 [-] 0.699 0.778 0.778
E3SMv3 highECS 0251 [-] 0.699 0.774 0.774
E3SMv3 highECS 0261 [-] 0.700 0.771 0.771
E3SMv3 highECS 0271 [-] 0.700 0.781 0.781
E3SMv3 highECS 0281 [-] 0.704 0.776 0.776
E3SMv3 highECS 0291 [-] 0.701 0.768 0.768
E3SMv3 highECS 0301 [-] 0.703 0.779 0.779
E3SMv3 highECS 0311 [-] 0.702 0.776 0.776
E3SMv3 highECS 0321 [-] 0.702 0.769 0.769
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
Overall Score [1]
E3SMv3 highECS 0051 [-] 0.682 0.644 0.644
E3SMv3 highECS 0091 [-] 0.690 0.629 0.629
E3SMv3 highECS 0101 [-] 0.683 0.655 0.655
E3SMv3 highECS 0111 [-] 0.702 0.644 0.644
E3SMv3 highECS 0121 [-] 0.695 0.632 0.632
E3SMv3 highECS 0131 [-] 0.681 0.649 0.649
E3SMv3 highECS 0141 [-] 0.687 0.627 0.627
E3SMv3 highECS 0151 [-] 0.689 0.635 0.635
E3SMv3 highECS 0161 [-] 0.686 0.662 0.662
E3SMv3 highECS 0171 [-] 0.688 0.643 0.643
E3SMv3 highECS 0181 [-] 0.688 0.651 0.651
E3SMv3 highECS 0191 [-] 0.683 0.652 0.652
E3SMv3 highECS 0201 [-] 0.686 0.659 0.659
E3SMv3 highECS 0211 [-] 0.691 0.625 0.625
E3SMv3 highECS 0221 [-] 0.690 0.628 0.628
E3SMv3 highECS 0231 [-] 0.688 0.626 0.626
E3SMv3 highECS 0241 [-] 0.695 0.627 0.627
E3SMv3 highECS 0251 [-] 0.700 0.645 0.645
E3SMv3 highECS 0261 [-] 0.685 0.650 0.650
E3SMv3 highECS 0271 [-] 0.705 0.645 0.645
E3SMv3 highECS 0281 [-] 0.688 0.649 0.649
E3SMv3 highECS 0291 [-] 0.678 0.665 0.665
E3SMv3 highECS 0301 [-] 0.704 0.638 0.638
E3SMv3 highECS 0311 [-] 0.692 0.655 0.655
E3SMv3 highECS 0321 [-] 0.701 0.637 0.637
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
Overall Score [1]
E3SMv3 highECS 0051 [-] 0.620 0.720 0.720
E3SMv3 highECS 0091 [-] 0.630 0.723 0.723
E3SMv3 highECS 0101 [-] 0.625 0.721 0.721
E3SMv3 highECS 0111 [-] 0.617 0.724 0.724
E3SMv3 highECS 0121 [-] 0.628 0.709 0.709
E3SMv3 highECS 0131 [-] 0.637 0.726 0.726
E3SMv3 highECS 0141 [-] 0.643 0.719 0.719
E3SMv3 highECS 0151 [-] 0.620 0.725 0.725
E3SMv3 highECS 0161 [-] 0.614 0.717 0.717
E3SMv3 highECS 0171 [-] 0.599 0.716 0.716
E3SMv3 highECS 0181 [-] 0.618 0.717 0.717
E3SMv3 highECS 0191 [-] 0.611 0.713 0.713
E3SMv3 highECS 0201 [-] 0.630 0.724 0.724
E3SMv3 highECS 0211 [-] 0.618 0.725 0.725
E3SMv3 highECS 0221 [-] 0.608 0.721 0.721
E3SMv3 highECS 0231 [-] 0.636 0.723 0.723
E3SMv3 highECS 0241 [-] 0.630 0.715 0.715
E3SMv3 highECS 0251 [-] 0.628 0.732 0.732
E3SMv3 highECS 0261 [-] 0.622 0.720 0.720
E3SMv3 highECS 0271 [-] 0.630 0.726 0.726
E3SMv3 highECS 0281 [-] 0.608 0.721 0.721
E3SMv3 highECS 0291 [-] 0.616 0.719 0.719
E3SMv3 highECS 0301 [-] 0.608 0.708 0.708
E3SMv3 highECS 0311 [-] 0.617 0.728 0.728
E3SMv3 highECS 0321 [-] 0.609 0.720 0.720
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
Overall Score [1]
E3SMv3 highECS 0051 [-] 0.701 0.675 0.675
E3SMv3 highECS 0091 [-] 0.712 0.680 0.680
E3SMv3 highECS 0101 [-] 0.703 0.655 0.655
E3SMv3 highECS 0111 [-] 0.702 0.676 0.676
E3SMv3 highECS 0121 [-] 0.706 0.694 0.694
E3SMv3 highECS 0131 [-] 0.705 0.666 0.666
E3SMv3 highECS 0141 [-] 0.698 0.643 0.643
E3SMv3 highECS 0151 [-] 0.706 0.679 0.679
E3SMv3 highECS 0161 [-] 0.701 0.668 0.668
E3SMv3 highECS 0171 [-] 0.705 0.642 0.642
E3SMv3 highECS 0181 [-] 0.699 0.686 0.686
E3SMv3 highECS 0191 [-] 0.700 0.681 0.681
E3SMv3 highECS 0201 [-] 0.697 0.659 0.659
E3SMv3 highECS 0211 [-] 0.700 0.695 0.695
E3SMv3 highECS 0221 [-] 0.703 0.627 0.627
E3SMv3 highECS 0231 [-] 0.702 0.678 0.678
E3SMv3 highECS 0241 [-] 0.698 0.655 0.655
E3SMv3 highECS 0251 [-] 0.704 0.665 0.665
E3SMv3 highECS 0261 [-] 0.704 0.676 0.676
E3SMv3 highECS 0271 [-] 0.702 0.666 0.666
E3SMv3 highECS 0281 [-] 0.706 0.658 0.658
E3SMv3 highECS 0291 [-] 0.703 0.677 0.677
E3SMv3 highECS 0301 [-] 0.701 0.682 0.682
E3SMv3 highECS 0311 [-] 0.709 0.670 0.670
E3SMv3 highECS 0321 [-] 0.709 0.686 0.686

Precipitation/GPCPv2.3

Data not available
Data not available
Data not available

All Models

Benchmark
Data not available
Data not available
E3SMv3 highECS 0051
Data not available
Data not available
E3SMv3 highECS 0091
Data not available
Data not available
E3SMv3 highECS 0101
Data not available
Data not available
E3SMv3 highECS 0111
Data not available
Data not available
E3SMv3 highECS 0121
Data not available
Data not available
E3SMv3 highECS 0131
Data not available
Data not available
E3SMv3 highECS 0141
Data not available
Data not available
E3SMv3 highECS 0151
Data not available
Data not available
E3SMv3 highECS 0161
Data not available
Data not available
E3SMv3 highECS 0171
Data not available
Data not available
E3SMv3 highECS 0181
Data not available
Data not available
E3SMv3 highECS 0191
Data not available
Data not available
E3SMv3 highECS 0201
Data not available
Data not available
E3SMv3 highECS 0211
Data not available
Data not available
E3SMv3 highECS 0221
Data not available
Data not available
E3SMv3 highECS 0231
Data not available
Data not available
E3SMv3 highECS 0241
Data not available
Data not available
E3SMv3 highECS 0251
Data not available
Data not available
E3SMv3 highECS 0261
Data not available
Data not available
E3SMv3 highECS 0271
Data not available
Data not available
E3SMv3 highECS 0281
Data not available
Data not available
E3SMv3 highECS 0291
Data not available
Data not available
E3SMv3 highECS 0301
Data not available
Data not available
E3SMv3 highECS 0311
Data not available
Data not available
E3SMv3 highECS 0321
Data not available
Data not available

Data Information

  Title:
NOAA Climate Data Record (CDR) of AVHRR Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), AVH15C1

  Version:
5

  Institutions:
Goddard Space Flight Center (GSFC), NASA, USA
University of Maryland (UMD), USA
Climate Data Record (CDR), NOAA, USA
National Centers for Environmental Information (NCEI), NESDIS, NOAA, U.S. Department of Commerce

  Source:
This daily gridded Leaf Area Index (LAI) derived from the NOAA Climate Data Record (CDR) of Advanced Very High Resolution Radiometer (AVHRR) Surface Reflectance.

  History:
2019-08-23: downloaded source from https://www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.ncdc:C01559/html
2019-09-12: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-lai-avh15c1.py

  References:
Vermote, Eric (2019), NOAA Climate Data Record (CDR) of AVHRR Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) Version 5, NOAA National Centers for Environmental Information, , , doi:10.7289/V5TT4P69

Claverie, M., Matthews, J., Vermote, E., and Justice, C. (2016), A 30+ Year AVHRR LAI and FAPAR Climate Data Record: Algorithm Description and Validation, Remote Sensing, 8, 263, doi:10.3390/rs8030263

  Comments:
time_period: 1981-01 through 2019-12
original_temporal_resolution: daily
original_spatial_resolution: 0.05 degree
original_units: 1
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: 1

  Convention:
CF-1.7