Mean State

Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 4.18
E3SMv3 lowECS 0051 [-] 7.85 3.67 4.91 3.01 0.440 0.371 0.508 0.422
E3SMv3 lowECS 0091 [-] 7.90 3.72 5.08 3.01 0.447 0.375 0.508 0.426
E3SMv3 lowECS 0101 [-] 7.81 3.64 5.05 3.01 0.417 0.353 0.508 0.408
E3SMv3 lowECS 0111 [-] 7.81 3.63 4.87 3.01 0.420 0.388 0.508 0.426
E3SMv3 lowECS 0121 [-] 7.85 3.67 5.07 3.01 0.436 0.368 0.508 0.420
E3SMv3 lowECS 0131 [-] 7.87 3.69 4.85 3.01 0.440 0.384 0.508 0.429
E3SMv3 lowECS 0141 [-] 7.83 3.65 5.02 3.01 0.422 0.375 0.508 0.420
E3SMv3 lowECS 0151 [-] 7.87 3.69 5.04 3.01 0.440 0.364 0.508 0.419
E3SMv3 lowECS 0161 [-] 7.88 3.70 4.99 3.01 0.430 0.377 0.508 0.423
E3SMv3 lowECS 0171 [-] 7.83 3.65 5.09 3.01 0.414 0.358 0.508 0.409
E3SMv3 lowECS 0181 [-] 7.85 3.67 5.03 3.01 0.429 0.372 0.508 0.420
E3SMv3 lowECS 0191 [-] 7.86 3.68 5.13 3.01 0.437 0.365 0.508 0.419
E3SMv3 lowECS 0201 [-] 7.89 3.71 4.82 3.01 0.438 0.370 0.508 0.421
E3SMv3 lowECS 0211 [-] 7.73 3.55 5.13 3.01 0.381 0.357 0.508 0.401
E3SMv3 lowECS 0221 [-] 7.89 3.72 4.83 3.01 0.443 0.380 0.508 0.428
E3SMv3 lowECS 0231 [-] 7.86 3.68 4.98 3.01 0.423 0.367 0.508 0.416
E3SMv3 lowECS 0241 [-] 7.82 3.64 5.02 3.01 0.404 0.381 0.508 0.418
E3SMv3 lowECS 0251 [-] 7.84 3.66 4.97 3.01 0.438 0.350 0.508 0.411
E3SMv3 lowECS 0261 [-] 7.83 3.65 4.94 3.01 0.419 0.376 0.508 0.420
E3SMv3 lowECS 0271 [-] 7.90 3.72 4.94 3.01 0.437 0.376 0.508 0.424
E3SMv3 lowECS 0281 [-] 7.74 3.56 4.96 3.01 0.400 0.380 0.508 0.417
E3SMv3 lowECS 0291 [-] 7.87 3.69 4.99 3.01 0.436 0.364 0.508 0.418
E3SMv3 lowECS 0301 [-] 7.83 3.65 4.86 3.01 0.441 0.358 0.508 0.416
E3SMv3 lowECS 0311 [-] 7.81 3.63 5.06 3.01 0.429 0.374 0.508 0.421
E3SMv3 lowECS 0321 [-] 7.90 3.72 5.03 2.52 0.434 0.369 0.591 0.441
Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 4.26
E3SMv3 lowECS 0051 [-] 10.6 6.33 6.44 0.00 0.000138 0.165 1.00 0.333
E3SMv3 lowECS 0091 [-] 10.5 6.22 6.07 0.00 0.000161 0.129 1.00 0.315
E3SMv3 lowECS 0101 [-] 10.6 6.35 6.55 0.00 0.000134 0.190 1.00 0.345
E3SMv3 lowECS 0111 [-] 10.5 6.26 6.31 0.00 0.000152 0.103 1.00 0.302
E3SMv3 lowECS 0121 [-] 10.5 6.21 6.21 0.00 0.000163 0.137 1.00 0.318
E3SMv3 lowECS 0131 [-] 10.8 6.58 6.58 0.00 9.73e-05 0.263 1.00 0.382
E3SMv3 lowECS 0141 [-] 10.4 6.15 6.29 0.00 0.000176 0.126 1.00 0.313
E3SMv3 lowECS 0151 [-] 10.7 6.41 6.88 0.00 0.000123 0.224 1.00 0.362
E3SMv3 lowECS 0161 [-] 10.5 6.22 6.05 0.00 0.000160 0.120 1.00 0.310
E3SMv3 lowECS 0171 [-] 10.6 6.37 6.48 0.00 0.000130 0.128 1.00 0.314
E3SMv3 lowECS 0181 [-] 10.5 6.28 6.60 0.00 0.000147 0.144 1.00 0.322
E3SMv3 lowECS 0191 [-] 10.5 6.19 6.50 0.00 0.000167 0.175 1.00 0.337
E3SMv3 lowECS 0201 [-] 10.5 6.27 6.41 0.00 0.000150 0.147 1.00 0.324
E3SMv3 lowECS 0211 [-] 10.4 6.17 6.73 0.00 0.000171 0.113 1.00 0.306
E3SMv3 lowECS 0221 [-] 10.7 6.46 6.75 0.00 0.000115 0.182 1.00 0.341
E3SMv3 lowECS 0231 [-] 10.7 6.40 6.99 0.00 0.000124 0.240 1.00 0.370
E3SMv3 lowECS 0241 [-] 10.6 6.33 6.88 0.00 0.000137 0.171 1.00 0.335
E3SMv3 lowECS 0251 [-] 10.7 6.41 6.82 0.00 0.000123 0.207 1.00 0.354
E3SMv3 lowECS 0261 [-] 10.7 6.43 6.65 0.00 0.000120 0.187 1.00 0.343
E3SMv3 lowECS 0271 [-] 10.6 6.35 6.31 0.00 0.000134 0.166 1.00 0.333
E3SMv3 lowECS 0281 [-] 10.6 6.37 6.35 0.00 0.000131 0.142 1.00 0.321
E3SMv3 lowECS 0291 [-] 10.6 6.31 6.70 0.00 0.000141 0.274 1.00 0.387
E3SMv3 lowECS 0301 [-] 10.6 6.32 6.40 0.00 0.000140 0.161 1.00 0.330
E3SMv3 lowECS 0311 [-] 10.6 6.37 6.33 0.00 0.000130 0.128 1.00 0.314
E3SMv3 lowECS 0321 [-] 10.5 6.21 6.49 0.00 0.000162 0.183 1.00 0.342
Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.70
E3SMv3 lowECS 0051 [-] 2.59 -0.106 1.90 0.799 0.485 0.447 0.902 0.570
E3SMv3 lowECS 0091 [-] 2.56 -0.131 1.91 0.814 0.479 0.449 0.898 0.569
E3SMv3 lowECS 0101 [-] 2.54 -0.158 1.89 0.787 0.491 0.452 0.902 0.574
E3SMv3 lowECS 0111 [-] 2.55 -0.149 1.92 0.828 0.495 0.448 0.894 0.571
E3SMv3 lowECS 0121 [-] 2.56 -0.131 1.89 0.819 0.484 0.446 0.897 0.568
E3SMv3 lowECS 0131 [-] 2.54 -0.152 1.90 0.794 0.486 0.448 0.898 0.570
E3SMv3 lowECS 0141 [-] 2.58 -0.121 1.89 0.799 0.486 0.451 0.900 0.572
E3SMv3 lowECS 0151 [-] 2.55 -0.145 1.91 0.814 0.488 0.449 0.892 0.570
E3SMv3 lowECS 0161 [-] 2.52 -0.177 1.91 0.783 0.485 0.445 0.905 0.570
E3SMv3 lowECS 0171 [-] 2.53 -0.165 1.91 0.754 0.491 0.447 0.909 0.573
E3SMv3 lowECS 0181 [-] 2.54 -0.157 1.93 0.828 0.477 0.448 0.892 0.566
E3SMv3 lowECS 0191 [-] 2.54 -0.152 1.91 0.844 0.482 0.451 0.890 0.568
E3SMv3 lowECS 0201 [-] 2.55 -0.142 1.90 0.784 0.486 0.444 0.907 0.570
E3SMv3 lowECS 0211 [-] 2.58 -0.115 1.91 0.819 0.485 0.447 0.900 0.570
E3SMv3 lowECS 0221 [-] 2.55 -0.145 1.88 0.763 0.483 0.451 0.911 0.574
E3SMv3 lowECS 0231 [-] 2.54 -0.153 1.89 0.769 0.481 0.449 0.904 0.571
E3SMv3 lowECS 0241 [-] 2.55 -0.143 1.91 0.868 0.488 0.450 0.892 0.570
E3SMv3 lowECS 0251 [-] 2.56 -0.138 1.89 0.803 0.480 0.452 0.899 0.571
E3SMv3 lowECS 0261 [-] 2.58 -0.113 1.90 0.784 0.491 0.447 0.908 0.573
E3SMv3 lowECS 0271 [-] 2.53 -0.164 1.90 0.793 0.489 0.449 0.902 0.572
E3SMv3 lowECS 0281 [-] 2.57 -0.128 1.91 0.819 0.482 0.449 0.904 0.571
E3SMv3 lowECS 0291 [-] 2.52 -0.176 1.90 0.778 0.482 0.447 0.909 0.571
E3SMv3 lowECS 0301 [-] 2.57 -0.125 1.91 0.873 0.484 0.451 0.884 0.567
E3SMv3 lowECS 0311 [-] 2.53 -0.165 1.88 0.804 0.484 0.447 0.900 0.569
E3SMv3 lowECS 0321 [-] 2.53 -0.171 1.90 0.779 0.484 0.447 0.900 0.570
Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.30
E3SMv3 lowECS 0051 [-] 2.01 -0.281 1.48 0.442 0.622 0.500 0.970 0.648
E3SMv3 lowECS 0091 [-] 1.91 -0.388 1.50 0.561 0.598 0.502 0.960 0.641
E3SMv3 lowECS 0101 [-] 1.90 -0.398 1.46 0.442 0.601 0.506 0.970 0.646
E3SMv3 lowECS 0111 [-] 1.94 -0.356 1.48 0.561 0.608 0.507 0.961 0.645
E3SMv3 lowECS 0121 [-] 1.93 -0.366 1.47 0.541 0.607 0.507 0.961 0.645
E3SMv3 lowECS 0131 [-] 1.92 -0.377 1.48 0.461 0.598 0.499 0.971 0.642
E3SMv3 lowECS 0141 [-] 1.96 -0.340 1.45 0.481 0.618 0.505 0.966 0.649
E3SMv3 lowECS 0151 [-] 1.93 -0.367 1.50 0.461 0.605 0.499 0.968 0.642
E3SMv3 lowECS 0161 [-] 1.89 -0.410 1.49 0.481 0.592 0.502 0.966 0.641
E3SMv3 lowECS 0171 [-] 1.91 -0.382 1.45 0.422 0.607 0.503 0.972 0.646
E3SMv3 lowECS 0181 [-] 1.92 -0.377 1.48 0.442 0.601 0.504 0.970 0.645
E3SMv3 lowECS 0191 [-] 1.92 -0.381 1.46 0.521 0.613 0.502 0.964 0.645
E3SMv3 lowECS 0201 [-] 1.93 -0.365 1.49 0.521 0.606 0.500 0.965 0.643
E3SMv3 lowECS 0211 [-] 1.94 -0.354 1.45 0.481 0.606 0.505 0.969 0.646
E3SMv3 lowECS 0221 [-] 1.90 -0.395 1.47 0.521 0.601 0.503 0.963 0.642
E3SMv3 lowECS 0231 [-] 1.93 -0.370 1.48 0.482 0.612 0.500 0.964 0.644
E3SMv3 lowECS 0241 [-] 1.91 -0.385 1.49 0.422 0.605 0.503 0.972 0.646
E3SMv3 lowECS 0251 [-] 1.92 -0.373 1.48 0.501 0.608 0.501 0.970 0.645
E3SMv3 lowECS 0261 [-] 2.02 -0.281 1.45 0.561 0.631 0.505 0.956 0.649
E3SMv3 lowECS 0271 [-] 1.95 -0.346 1.42 0.461 0.624 0.508 0.969 0.652
E3SMv3 lowECS 0281 [-] 1.96 -0.336 1.47 0.442 0.610 0.502 0.974 0.647
E3SMv3 lowECS 0291 [-] 1.89 -0.404 1.52 0.521 0.592 0.503 0.964 0.640
E3SMv3 lowECS 0301 [-] 1.95 -0.344 1.48 0.461 0.609 0.505 0.968 0.647
E3SMv3 lowECS 0311 [-] 1.91 -0.385 1.48 0.422 0.608 0.502 0.974 0.647
E3SMv3 lowECS 0321 [-] 1.87 -0.423 1.53 0.482 0.583 0.495 0.970 0.636
Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 9.45
E3SMv3 lowECS 0051 [-] 6.95 -2.50 3.44 1.36 0.245 0.241 0.834 0.390
E3SMv3 lowECS 0091 [-] 6.90 -2.55 3.91 1.69 0.229 0.231 0.811 0.375
E3SMv3 lowECS 0101 [-] 7.53 -1.92 3.06 2.02 0.367 0.237 0.726 0.392
E3SMv3 lowECS 0111 [-] 7.46 -1.99 3.11 2.00 0.345 0.253 0.676 0.381
E3SMv3 lowECS 0121 [-] 6.96 -2.49 3.37 1.68 0.249 0.245 0.749 0.372
E3SMv3 lowECS 0131 [-] 7.24 -2.21 3.13 2.00 0.291 0.254 0.676 0.368
E3SMv3 lowECS 0141 [-] 7.35 -2.10 2.98 1.36 0.321 0.249 0.834 0.413
E3SMv3 lowECS 0151 [-] 7.32 -2.13 3.21 2.34 0.310 0.250 0.653 0.366
E3SMv3 lowECS 0161 [-] 7.05 -2.40 3.25 1.68 0.269 0.262 0.749 0.386
E3SMv3 lowECS 0171 [-] 7.05 -2.40 3.44 1.36 0.278 0.253 0.834 0.404
E3SMv3 lowECS 0181 [-] 6.89 -2.56 3.65 1.68 0.233 0.226 0.749 0.359
E3SMv3 lowECS 0191 [-] 6.76 -2.69 3.49 1.36 0.222 0.244 0.834 0.386
E3SMv3 lowECS 0201 [-] 6.88 -2.57 3.62 1.36 0.237 0.232 0.834 0.384
E3SMv3 lowECS 0211 [-] 7.02 -2.42 3.48 1.36 0.270 0.247 0.834 0.399
E3SMv3 lowECS 0221 [-] 7.22 -2.23 3.07 1.69 0.313 0.253 0.811 0.407
E3SMv3 lowECS 0231 [-] 6.78 -2.67 3.55 1.36 0.215 0.248 0.834 0.386
E3SMv3 lowECS 0241 [-] 7.26 -2.18 3.06 1.36 0.308 0.268 0.834 0.419
E3SMv3 lowECS 0251 [-] 7.12 -2.32 2.99 1.36 0.273 0.278 0.834 0.416
E3SMv3 lowECS 0261 [-] 7.19 -2.26 2.95 1.36 0.288 0.264 0.834 0.413
E3SMv3 lowECS 0271 [-] 7.15 -2.30 2.88 2.34 0.280 0.264 0.653 0.365
E3SMv3 lowECS 0281 [-] 7.10 -2.35 3.00 1.36 0.278 0.249 0.834 0.403
E3SMv3 lowECS 0291 [-] 7.13 -2.32 3.44 1.36 0.279 0.243 0.834 0.399
E3SMv3 lowECS 0301 [-] 7.14 -2.31 3.15 1.69 0.287 0.267 0.811 0.408
E3SMv3 lowECS 0311 [-] 6.91 -2.54 3.24 1.36 0.242 0.257 0.834 0.398
E3SMv3 lowECS 0321 [-] 7.09 -2.36 3.41 2.00 0.287 0.256 0.676 0.369
Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.62
E3SMv3 lowECS 0051 [-] 2.29 -0.324 1.71 0.709 0.564 0.483 0.927 0.614
E3SMv3 lowECS 0091 [-] 2.23 -0.375 1.73 0.729 0.558 0.484 0.923 0.612
E3SMv3 lowECS 0101 [-] 2.21 -0.403 1.71 0.660 0.560 0.487 0.935 0.617
E3SMv3 lowECS 0111 [-] 2.20 -0.408 1.74 0.764 0.560 0.486 0.921 0.613
E3SMv3 lowECS 0121 [-] 2.24 -0.365 1.71 0.730 0.563 0.483 0.926 0.614
E3SMv3 lowECS 0131 [-] 2.21 -0.399 1.72 0.702 0.559 0.482 0.932 0.614
E3SMv3 lowECS 0141 [-] 2.24 -0.369 1.73 0.716 0.560 0.483 0.924 0.613
E3SMv3 lowECS 0151 [-] 2.21 -0.395 1.72 0.709 0.561 0.482 0.926 0.612
E3SMv3 lowECS 0161 [-] 2.19 -0.422 1.72 0.653 0.560 0.480 0.943 0.616
E3SMv3 lowECS 0171 [-] 2.21 -0.398 1.71 0.640 0.564 0.482 0.943 0.618
E3SMv3 lowECS 0181 [-] 2.23 -0.379 1.75 0.743 0.556 0.485 0.918 0.611
E3SMv3 lowECS 0191 [-] 2.23 -0.382 1.74 0.771 0.558 0.483 0.910 0.609
E3SMv3 lowECS 0201 [-] 2.22 -0.386 1.71 0.702 0.564 0.481 0.933 0.615
E3SMv3 lowECS 0211 [-] 2.24 -0.370 1.73 0.750 0.559 0.484 0.921 0.612
E3SMv3 lowECS 0221 [-] 2.22 -0.392 1.71 0.660 0.557 0.483 0.941 0.616
E3SMv3 lowECS 0231 [-] 2.22 -0.387 1.71 0.667 0.564 0.482 0.935 0.616
E3SMv3 lowECS 0241 [-] 2.22 -0.388 1.72 0.791 0.562 0.485 0.913 0.612
E3SMv3 lowECS 0251 [-] 2.22 -0.389 1.72 0.695 0.558 0.484 0.925 0.613
E3SMv3 lowECS 0261 [-] 2.26 -0.345 1.72 0.716 0.567 0.482 0.935 0.617
E3SMv3 lowECS 0271 [-] 2.20 -0.407 1.71 0.708 0.566 0.484 0.937 0.618
E3SMv3 lowECS 0281 [-] 2.24 -0.369 1.72 0.654 0.561 0.484 0.937 0.616
E3SMv3 lowECS 0291 [-] 2.19 -0.419 1.73 0.646 0.559 0.483 0.943 0.617
E3SMv3 lowECS 0301 [-] 2.24 -0.369 1.72 0.778 0.559 0.485 0.905 0.609
E3SMv3 lowECS 0311 [-] 2.20 -0.406 1.71 0.722 0.562 0.483 0.924 0.613
E3SMv3 lowECS 0321 [-] 2.19 -0.419 1.73 0.667 0.558 0.481 0.938 0.614

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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