Mean State

Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 24.8
E3SMv3 lowECS 0051 [-] 25.7 0.885 1.52 0.508 0.504 0.468 0.966 0.602
E3SMv3 lowECS 0091 [-] 25.6 0.838 1.54 0.508 0.523 0.451 0.966 0.598
E3SMv3 lowECS 0101 [-] 25.6 0.809 1.39 0.508 0.535 0.484 0.966 0.617
E3SMv3 lowECS 0111 [-] 25.6 0.796 1.29 0.508 0.540 0.511 0.966 0.632
E3SMv3 lowECS 0121 [-] 25.7 0.895 1.56 0.508 0.501 0.474 0.966 0.604
E3SMv3 lowECS 0131 [-] 25.7 0.863 1.41 0.508 0.513 0.492 0.966 0.616
E3SMv3 lowECS 0141 [-] 25.7 0.917 1.43 0.508 0.493 0.490 0.966 0.610
E3SMv3 lowECS 0151 [-] 25.6 0.860 1.54 0.508 0.514 0.456 0.966 0.598
E3SMv3 lowECS 0161 [-] 25.6 0.860 1.38 0.508 0.514 0.498 0.966 0.619
E3SMv3 lowECS 0171 [-] 25.6 0.815 1.30 0.508 0.532 0.552 0.966 0.651
E3SMv3 lowECS 0181 [-] 25.7 0.892 1.41 0.508 0.502 0.512 0.966 0.623
E3SMv3 lowECS 0191 [-] 25.6 0.844 1.32 0.508 0.520 0.526 0.966 0.635
E3SMv3 lowECS 0201 [-] 25.7 0.884 1.38 0.508 0.504 0.481 0.966 0.608
E3SMv3 lowECS 0211 [-] 25.6 0.820 1.48 0.508 0.530 0.455 0.966 0.602
E3SMv3 lowECS 0221 [-] 25.6 0.844 1.47 0.508 0.520 0.479 0.966 0.611
E3SMv3 lowECS 0231 [-] 25.6 0.829 1.30 0.508 0.526 0.532 0.966 0.639
E3SMv3 lowECS 0241 [-] 25.7 0.916 1.47 0.508 0.493 0.474 0.966 0.602
E3SMv3 lowECS 0251 [-] 25.6 0.842 1.38 0.508 0.521 0.511 0.966 0.627
E3SMv3 lowECS 0261 [-] 25.6 0.830 1.39 0.508 0.526 0.478 0.966 0.612
E3SMv3 lowECS 0271 [-] 25.6 0.852 1.37 0.508 0.517 0.526 0.966 0.634
E3SMv3 lowECS 0281 [-] 25.6 0.780 1.37 0.508 0.546 0.469 0.966 0.613
E3SMv3 lowECS 0291 [-] 25.6 0.854 1.39 0.508 0.516 0.495 0.966 0.618
E3SMv3 lowECS 0301 [-] 25.6 0.815 1.29 0.508 0.532 0.533 0.966 0.641
E3SMv3 lowECS 0311 [-] 25.6 0.835 1.42 0.508 0.524 0.500 0.966 0.623
E3SMv3 lowECS 0321 [-] 25.7 0.896 1.48 0.508 0.500 0.475 0.966 0.604
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 25.3
E3SMv3 lowECS 0051 [-] 25.9 0.577 0.972 0.00 0.427 0.354 1.00 0.534
E3SMv3 lowECS 0091 [-] 25.9 0.525 0.985 0.00 0.461 0.358 1.00 0.544
E3SMv3 lowECS 0101 [-] 25.8 0.507 0.822 0.00 0.474 0.421 1.00 0.579
E3SMv3 lowECS 0111 [-] 25.9 0.552 1.01 0.00 0.443 0.306 1.00 0.514
E3SMv3 lowECS 0121 [-] 25.9 0.539 1.03 1.02 0.452 0.323 0.933 0.508
E3SMv3 lowECS 0131 [-] 25.8 0.502 0.805 0.00 0.477 0.378 1.00 0.558
E3SMv3 lowECS 0141 [-] 26.0 0.622 0.930 1.02 0.400 0.365 0.933 0.516
E3SMv3 lowECS 0151 [-] 25.9 0.557 0.966 0.00 0.440 0.336 1.00 0.528
E3SMv3 lowECS 0161 [-] 25.8 0.505 1.01 1.02 0.476 0.344 0.933 0.524
E3SMv3 lowECS 0171 [-] 25.9 0.543 1.12 0.00 0.449 0.299 1.00 0.512
E3SMv3 lowECS 0181 [-] 25.9 0.585 1.06 0.00 0.422 0.339 1.00 0.525
E3SMv3 lowECS 0191 [-] 25.9 0.554 0.883 1.02 0.442 0.392 0.933 0.540
E3SMv3 lowECS 0201 [-] 25.9 0.516 0.947 0.00 0.468 0.386 1.00 0.560
E3SMv3 lowECS 0211 [-] 25.9 0.553 0.890 1.02 0.443 0.358 0.933 0.523
E3SMv3 lowECS 0221 [-] 25.9 0.552 0.811 0.00 0.444 0.407 1.00 0.564
E3SMv3 lowECS 0231 [-] 25.9 0.585 0.968 0.00 0.423 0.401 1.00 0.556
E3SMv3 lowECS 0241 [-] 25.9 0.570 0.842 0.00 0.432 0.407 1.00 0.562
E3SMv3 lowECS 0251 [-] 25.9 0.585 0.842 1.02 0.423 0.367 0.933 0.522
E3SMv3 lowECS 0261 [-] 25.9 0.609 0.915 0.00 0.408 0.374 1.00 0.539
E3SMv3 lowECS 0271 [-] 25.9 0.530 1.00 0.00 0.458 0.334 1.00 0.532
E3SMv3 lowECS 0281 [-] 25.8 0.504 0.801 0.00 0.476 0.393 1.00 0.566
E3SMv3 lowECS 0291 [-] 25.9 0.563 0.836 1.02 0.436 0.376 0.933 0.531
E3SMv3 lowECS 0301 [-] 25.9 0.525 1.04 0.00 0.462 0.336 1.00 0.533
E3SMv3 lowECS 0311 [-] 25.9 0.566 0.921 0.00 0.434 0.364 1.00 0.541
E3SMv3 lowECS 0321 [-] 25.9 0.575 0.841 1.02 0.429 0.394 0.933 0.537
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 10.4
E3SMv3 lowECS 0051 [-] 10.5 0.0798 3.27 0.311 0.803 0.670 0.979 0.780
E3SMv3 lowECS 0091 [-] 10.2 -0.149 3.37 0.316 0.806 0.659 0.979 0.776
E3SMv3 lowECS 0101 [-] 10.2 -0.128 3.25 0.325 0.807 0.673 0.978 0.783
E3SMv3 lowECS 0111 [-] 10.2 -0.161 3.30 0.296 0.807 0.670 0.980 0.781
E3SMv3 lowECS 0121 [-] 10.3 -0.0456 3.34 0.382 0.800 0.667 0.975 0.777
E3SMv3 lowECS 0131 [-] 10.4 0.0220 3.33 0.362 0.807 0.662 0.976 0.777
E3SMv3 lowECS 0141 [-] 10.3 -0.0372 3.23 0.341 0.807 0.671 0.977 0.782
E3SMv3 lowECS 0151 [-] 10.3 -0.0245 3.32 0.321 0.809 0.665 0.979 0.779
E3SMv3 lowECS 0161 [-] 10.1 -0.251 3.38 0.261 0.807 0.662 0.983 0.778
E3SMv3 lowECS 0171 [-] 10.2 -0.204 3.29 0.311 0.808 0.668 0.979 0.781
E3SMv3 lowECS 0181 [-] 10.3 -0.106 3.27 0.311 0.804 0.669 0.979 0.780
E3SMv3 lowECS 0191 [-] 10.3 -0.0859 3.32 0.331 0.803 0.668 0.978 0.779
E3SMv3 lowECS 0201 [-] 10.4 0.0316 3.40 0.311 0.805 0.659 0.979 0.776
E3SMv3 lowECS 0211 [-] 10.3 -0.0893 3.32 0.301 0.806 0.664 0.980 0.778
E3SMv3 lowECS 0221 [-] 10.2 -0.155 3.29 0.326 0.804 0.669 0.978 0.780
E3SMv3 lowECS 0231 [-] 10.3 -0.0206 3.24 0.336 0.805 0.674 0.978 0.782
E3SMv3 lowECS 0241 [-] 10.2 -0.208 3.33 0.290 0.807 0.664 0.981 0.779
E3SMv3 lowECS 0251 [-] 10.2 -0.154 3.31 0.285 0.805 0.669 0.980 0.781
E3SMv3 lowECS 0261 [-] 10.5 0.0851 3.24 0.371 0.802 0.677 0.975 0.783
E3SMv3 lowECS 0271 [-] 10.3 -0.0672 3.28 0.321 0.807 0.670 0.978 0.781
E3SMv3 lowECS 0281 [-] 10.4 0.0156 3.35 0.316 0.809 0.661 0.979 0.777
E3SMv3 lowECS 0291 [-] 10.2 -0.130 3.26 0.311 0.806 0.671 0.979 0.782
E3SMv3 lowECS 0301 [-] 10.4 -0.00943 3.30 0.291 0.807 0.669 0.981 0.782
E3SMv3 lowECS 0311 [-] 10.2 -0.207 3.34 0.321 0.805 0.664 0.979 0.778
E3SMv3 lowECS 0321 [-] 10.2 -0.157 3.34 0.341 0.805 0.666 0.977 0.778
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.65
E3SMv3 lowECS 0051 [-] 3.06 0.407 3.86 0.0810 0.871 0.682 0.995 0.807
E3SMv3 lowECS 0091 [-] 2.70 0.0465 4.01 0.0810 0.884 0.663 0.995 0.801
E3SMv3 lowECS 0101 [-] 2.63 -0.0174 3.67 0.0810 0.885 0.691 0.995 0.815
E3SMv3 lowECS 0111 [-] 2.62 -0.0289 3.82 0.0810 0.890 0.682 0.995 0.812
E3SMv3 lowECS 0121 [-] 2.88 0.224 3.88 0.0810 0.871 0.681 0.995 0.807
E3SMv3 lowECS 0131 [-] 2.91 0.254 3.96 0.101 0.875 0.669 0.993 0.802
E3SMv3 lowECS 0141 [-] 2.86 0.211 3.84 0.0605 0.877 0.681 0.996 0.809
E3SMv3 lowECS 0151 [-] 2.81 0.162 3.84 0.0810 0.883 0.683 0.995 0.811
E3SMv3 lowECS 0161 [-] 2.36 -0.292 3.93 0.0810 0.882 0.670 0.995 0.804
E3SMv3 lowECS 0171 [-] 2.58 -0.0705 3.82 0.0810 0.890 0.677 0.995 0.810
E3SMv3 lowECS 0181 [-] 2.67 0.0142 3.68 0.0810 0.886 0.687 0.995 0.814
E3SMv3 lowECS 0191 [-] 2.80 0.151 3.89 0.0810 0.880 0.678 0.995 0.808
E3SMv3 lowECS 0201 [-] 2.92 0.273 4.05 0.0810 0.867 0.666 0.995 0.798
E3SMv3 lowECS 0211 [-] 2.67 0.0145 3.85 0.0810 0.882 0.678 0.995 0.808
E3SMv3 lowECS 0221 [-] 2.71 0.0578 4.02 0.182 0.879 0.665 0.988 0.799
E3SMv3 lowECS 0231 [-] 2.90 0.251 3.61 0.0608 0.872 0.697 0.996 0.815
E3SMv3 lowECS 0241 [-] 2.48 -0.169 3.98 0.0608 0.887 0.661 0.996 0.801
E3SMv3 lowECS 0251 [-] 2.71 0.0547 3.87 0.0810 0.883 0.677 0.995 0.808
E3SMv3 lowECS 0261 [-] 3.08 0.431 3.76 0.0810 0.863 0.694 0.995 0.811
E3SMv3 lowECS 0271 [-] 2.77 0.120 3.81 0.0810 0.880 0.678 0.995 0.808
E3SMv3 lowECS 0281 [-] 2.81 0.163 3.98 0.0810 0.882 0.666 0.995 0.802
E3SMv3 lowECS 0291 [-] 2.68 0.0317 3.90 0.0810 0.879 0.675 0.995 0.806
E3SMv3 lowECS 0301 [-] 2.86 0.207 3.95 0.0810 0.881 0.671 0.995 0.804
E3SMv3 lowECS 0311 [-] 2.50 -0.156 3.95 0.0810 0.882 0.677 0.995 0.808
E3SMv3 lowECS 0321 [-] 2.76 0.106 3.94 0.0810 0.882 0.672 0.995 0.805
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 25.8
E3SMv3 lowECS 0051 [-] 26.9 1.12 1.67 0.678 0.271 0.263 0.955 0.438
E3SMv3 lowECS 0091 [-] 26.9 1.10 1.80 0.678 0.276 0.246 0.955 0.430
E3SMv3 lowECS 0101 [-] 26.7 0.955 1.51 0.678 0.334 0.276 0.955 0.460
E3SMv3 lowECS 0111 [-] 26.7 0.905 1.51 0.678 0.357 0.261 0.955 0.458
E3SMv3 lowECS 0121 [-] 26.8 1.09 1.52 0.678 0.287 0.284 0.955 0.452
E3SMv3 lowECS 0131 [-] 26.8 1.03 1.61 0.678 0.297 0.268 0.955 0.447
E3SMv3 lowECS 0141 [-] 26.7 0.984 1.36 0.678 0.322 0.293 0.955 0.466
E3SMv3 lowECS 0151 [-] 26.8 1.03 1.64 0.678 0.299 0.264 0.955 0.446
E3SMv3 lowECS 0161 [-] 26.8 1.04 1.52 0.678 0.298 0.303 0.955 0.465
E3SMv3 lowECS 0171 [-] 26.8 1.06 1.66 0.678 0.305 0.268 0.955 0.449
E3SMv3 lowECS 0181 [-] 26.9 1.16 1.79 0.678 0.258 0.265 0.955 0.436
E3SMv3 lowECS 0191 [-] 26.9 1.17 1.55 0.678 0.268 0.298 0.955 0.455
E3SMv3 lowECS 0201 [-] 26.9 1.10 1.58 0.678 0.281 0.281 0.955 0.449
E3SMv3 lowECS 0211 [-] 26.9 1.10 1.70 0.678 0.287 0.260 0.955 0.440
E3SMv3 lowECS 0221 [-] 26.9 1.11 1.55 0.678 0.283 0.284 0.955 0.452
E3SMv3 lowECS 0231 [-] 26.9 1.13 1.78 0.678 0.271 0.244 0.955 0.429
E3SMv3 lowECS 0241 [-] 26.8 1.06 1.49 0.678 0.292 0.308 0.955 0.466
E3SMv3 lowECS 0251 [-] 26.8 1.04 1.43 0.678 0.295 0.306 0.955 0.466
E3SMv3 lowECS 0261 [-] 26.9 1.12 1.46 0.678 0.270 0.304 0.955 0.458
E3SMv3 lowECS 0271 [-] 26.8 1.05 1.36 0.678 0.294 0.313 0.955 0.469
E3SMv3 lowECS 0281 [-] 26.8 0.993 1.40 0.678 0.318 0.277 0.955 0.457
E3SMv3 lowECS 0291 [-] 26.8 1.02 1.67 0.678 0.307 0.253 0.955 0.442
E3SMv3 lowECS 0301 [-] 26.8 1.05 1.49 0.678 0.300 0.312 0.955 0.470
E3SMv3 lowECS 0311 [-] 26.9 1.12 1.54 0.678 0.281 0.297 0.955 0.457
E3SMv3 lowECS 0321 [-] 26.8 1.05 1.52 0.678 0.307 0.262 0.955 0.447
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 8.04
E3SMv3 lowECS 0051 [-] 8.25 0.264 3.45 0.225 0.844 0.699 0.985 0.807
E3SMv3 lowECS 0091 [-] 7.99 0.00255 3.59 0.225 0.848 0.683 0.985 0.800
E3SMv3 lowECS 0101 [-] 8.05 0.0597 3.45 0.232 0.846 0.698 0.984 0.806
E3SMv3 lowECS 0111 [-] 7.99 -0.00442 3.47 0.232 0.847 0.697 0.984 0.806
E3SMv3 lowECS 0121 [-] 8.12 0.127 3.54 0.316 0.842 0.694 0.979 0.802
E3SMv3 lowECS 0131 [-] 8.21 0.218 3.54 0.309 0.847 0.687 0.979 0.800
E3SMv3 lowECS 0141 [-] 8.13 0.140 3.42 0.274 0.851 0.696 0.982 0.806
E3SMv3 lowECS 0151 [-] 8.15 0.155 3.49 0.246 0.849 0.693 0.983 0.805
E3SMv3 lowECS 0161 [-] 7.90 -0.0916 3.63 0.183 0.849 0.680 0.988 0.799
E3SMv3 lowECS 0171 [-] 7.91 -0.0759 3.49 0.211 0.847 0.691 0.986 0.804
E3SMv3 lowECS 0181 [-] 8.04 0.0507 3.44 0.239 0.848 0.696 0.984 0.806
E3SMv3 lowECS 0191 [-] 8.08 0.0906 3.54 0.260 0.844 0.692 0.983 0.803
E3SMv3 lowECS 0201 [-] 8.24 0.245 3.65 0.239 0.845 0.678 0.984 0.797
E3SMv3 lowECS 0211 [-] 8.10 0.106 3.49 0.225 0.848 0.693 0.985 0.805
E3SMv3 lowECS 0221 [-] 7.96 -0.0282 3.47 0.246 0.844 0.694 0.983 0.804
E3SMv3 lowECS 0231 [-] 8.16 0.166 3.43 0.267 0.847 0.698 0.982 0.806
E3SMv3 lowECS 0241 [-] 7.93 -0.0611 3.51 0.197 0.848 0.689 0.987 0.803
E3SMv3 lowECS 0251 [-] 8.00 0.0112 3.52 0.204 0.847 0.693 0.986 0.805
E3SMv3 lowECS 0261 [-] 8.26 0.266 3.43 0.281 0.842 0.703 0.981 0.807
E3SMv3 lowECS 0271 [-] 8.10 0.108 3.50 0.239 0.847 0.690 0.984 0.803
E3SMv3 lowECS 0281 [-] 8.23 0.237 3.56 0.246 0.849 0.686 0.983 0.801
E3SMv3 lowECS 0291 [-] 8.02 0.0317 3.47 0.253 0.847 0.691 0.983 0.803
E3SMv3 lowECS 0301 [-] 8.20 0.209 3.53 0.218 0.848 0.690 0.985 0.803
E3SMv3 lowECS 0311 [-] 7.93 -0.0657 3.57 0.253 0.847 0.689 0.983 0.802
E3SMv3 lowECS 0321 [-] 7.97 -0.0222 3.58 0.274 0.846 0.685 0.982 0.800

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

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

Data Information

  Title:
Fluxnet2015

  Version:
2015

  Institutions:
The Fluxnet Community

  Source:
Data downloaded from the Fluxnet community data portal https://fluxnet.org/data/download-data/

  History:
2024-05-21: Data downloaded
2025-01-30: Converted to netcdf using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/Fluxnet2015/convert.py

  References:
Pastorello, Gilberto and Trotta, Carlo and Canfora, Eleonora and Chu, Housen and Christianson, Danielle and Cheah, You-Wei and Poindexter, Cristina and Chen, Jiquan and Elbashandy, Abdelrahman and Humphrey, Marty and Isaac, Peter and Polidori, Diego and Ribeca, Alessio and van Ingen, Catharine and Zhang, Leiming and Amiro, Brian and Ammann, Christof and Arain, M. 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