Mean State

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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.12
CESM2 [-] 4.43 3.97 0.438 3.10 0.0351 0.520 1.27 2.12 0.437 0.215 0.787 0.774 0.486
CMCC-ESM2 [-] 3.28 2.77 0.503 3.05 0.0869 -0.0957 0.769 1.63 0.521 0.357 0.858 0.940 0.606
ELM_CN [-] 3.60 3.47 0.130 3.07 0.0429 0.179 0.992 1.84 0.583 0.222 0.838 0.866 0.546
ELM_CNP [-] 3.54 3.42 0.113 3.07 0.0429 0.159 0.979 1.86 0.584 0.224 0.834 0.877 0.549
IPSL-CM6A-LR [-] 3.39 3.07 0.331 3.08 0.0434 0.245 1.06 1.83 0.473 0.242 0.827 0.859 0.529
MPI-ESM1-2-LR [-] 4.28 3.97 0.311 2.82 0.294 0.431 1.20 1.80 0.432 0.166 0.837 0.890 0.498
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.97
CESM2 [-] 8.58 8.45 0.0941 7.17 0.00386 0.326 1.57 0.358 0.764 0.593 0.970 0.938 0.772
CMCC-ESM2 [-] 6.66 6.53 0.119 7.16 0.0147 -0.150 1.10 0.476 0.811 0.660 0.960 0.944 0.807
ELM_CN [-] 7.97 7.97 0.00734 6.95 0.0171 0.256 1.14 0.354 0.840 0.657 0.969 0.982 0.821
ELM_CNP [-] 7.78 7.77 0.00576 6.95 0.0171 0.208 1.10 0.362 0.843 0.662 0.968 0.982 0.823
IPSL-CM6A-LR [-] 5.15 5.21 0.0608 6.94 0.00761 -0.387 0.932 0.0979 0.811 0.700 0.992 0.966 0.834
MPI-ESM1-2-LR [-] 8.59 7.80 0.115 6.88 0.0831 0.228 1.15 0.286 0.856 0.633 0.983 0.983 0.818
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.59
CESM2 [-] 6.71 6.61 0.111 3.58 0.0269 0.886 1.74 0.590 0.477 0.382 0.967 0.635 0.568
CMCC-ESM2 [-] 5.88 5.73 0.171 3.55 0.0480 0.584 1.30 1.17 0.561 0.440 0.938 0.683 0.613
ELM_CN [-] 5.97 5.96 0.00604 3.55 0.0337 0.685 1.46 1.09 0.536 0.391 0.963 0.724 0.601
ELM_CNP [-] 5.75 5.75 0.00290 3.55 0.0337 0.624 1.38 1.11 0.559 0.411 0.961 0.732 0.615
IPSL-CM6A-LR [-] 4.22 4.19 0.0843 3.55 0.0356 0.238 0.742 0.267 0.718 0.603 0.991 0.886 0.760
MPI-ESM1-2-LR [-] 5.89 5.89 0.220 3.44 0.143 0.709 1.39 0.281 0.610 0.465 0.989 0.922 0.690
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.56
CESM2 [-] 3.04 2.64 0.378 3.44 0.0211 -0.153 1.82 1.41 0.404 0.378 0.800 0.949 0.582
CMCC-ESM2 [-] 3.83 2.75 1.04 3.44 0.0170 -0.686 2.08 1.41 0.308 0.334 0.795 0.928 0.540
ELM_CN [-] 3.69 3.58 0.108 3.52 0.0442 0.167 1.71 0.959 0.508 0.301 0.898 0.964 0.595
ELM_CNP [-] 3.62 3.52 0.0912 3.52 0.0442 0.107 1.68 0.957 0.506 0.305 0.898 0.966 0.596
IPSL-CM6A-LR [-] 2.83 2.62 0.493 3.54 0.0520 -0.00960 1.78 1.38 0.447 0.344 0.789 0.955 0.576
MPI-ESM1-2-LR [-] 3.23 2.93 0.532 2.83 0.730 0.143 1.82 1.07 0.438 0.289 0.831 0.944 0.558
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.66
CESM2 [-] 10.4 10.1 0.282 8.62 0.0123 0.251 1.18 1.14 0.739 0.514 0.924 0.954 0.729
CMCC-ESM2 [-] 10.4 9.60 0.794 8.56 0.0722 0.129 0.953 1.01 0.715 0.558 0.956 0.931 0.743
ELM_CN [-] 9.67 9.61 0.0598 8.60 0.0621 0.144 0.906 1.27 0.715 0.572 0.946 0.915 0.744
ELM_CNP [-] 9.48 9.43 0.0472 8.60 0.0621 0.120 0.902 1.34 0.714 0.572 0.943 0.915 0.743
IPSL-CM6A-LR [-] 7.97 7.28 0.314 8.63 0.0288 -0.0883 0.800 0.968 0.753 0.605 0.950 0.957 0.774
MPI-ESM1-2-LR [-] 10.9 10.6 0.481 8.23 0.434 0.318 1.16 1.07 0.746 0.508 0.924 0.950 0.727
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.25
CESM2 [-] 6.37 5.18 1.09 6.98 0.265 0.137 2.42 2.08 0.0912 0.187 0.698 0.285 0.290
CMCC-ESM2 [-] 14.9 8.81 5.85 7.10 0.152 1.54 2.87 2.31 0.171 0.133 0.647 0.806 0.378
ELM_CN [-] 8.77 8.22 0.555 6.89 0.362 1.80 2.29 1.82 0.106 0.172 0.734 0.899 0.416
ELM_CNP [-] 8.51 8.05 0.463 6.89 0.362 1.60 2.17 1.83 0.119 0.175 0.732 0.971 0.434
IPSL-CM6A-LR [-] 7.35 5.18 1.82 7.18 0.0739 0.858 2.40 3.52 0.153 0.198 0.409 0.549 0.301
MPI-ESM1-2-LR [-] 6.93 5.70 1.49 4.59 2.66 1.77 2.18 3.10 0.116 0.110 0.503 0.398 0.247
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.05
CESM2 [-] 5.97 5.60 0.277 6.01 0.0437 0.187 1.74 0.333 0.734 0.577 0.980 0.821 0.738
CMCC-ESM2 [-] 6.46 5.62 0.741 5.98 0.0754 -0.167 1.53 0.494 0.739 0.578 0.965 0.851 0.742
ELM_CN [-] 5.59 5.57 0.0207 5.94 0.109 -0.119 1.29 0.349 0.807 0.619 0.978 0.975 0.800
ELM_CNP [-] 5.27 5.26 0.0159 5.94 0.109 -0.271 1.32 0.357 0.782 0.620 0.978 0.971 0.794
IPSL-CM6A-LR [-] 5.70 5.24 0.304 6.00 0.0506 0.0973 1.33 0.282 0.791 0.640 0.982 0.875 0.786
MPI-ESM1-2-LR [-] 6.23 5.85 0.271 5.33 0.728 0.283 1.71 0.374 0.771 0.561 0.974 0.974 0.768
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 118.
CESM2 [-] 116. 110. 4.70 118. 0.473 0.0301 1.62 1.33 0.435 0.384 0.785 0.933 0.584
CMCC-ESM2 [-] 119. 105. 12.7 118. 0.781 -0.274 1.48 1.33 0.419 0.386 0.761 0.944 0.579
ELM_CN [-] 135. 133. 1.75 117. 1.05 0.377 1.41 1.26 0.510 0.357 0.807 0.966 0.599
ELM_CNP [-] 131. 129. 1.53 117. 1.05 0.301 1.37 1.29 0.513 0.363 0.804 0.970 0.602
IPSL-CM6A-LR [-] 110. 104. 4.86 118. 0.486 -0.0420 1.26 1.25 0.493 0.396 0.751 0.964 0.600
MPI-ESM1-2-LR [-] 137. 132. 6.03 110. 8.63 0.512 1.63 1.50 0.530 0.318 0.676 0.967 0.562
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.03
CESM2 [-] 1.68 1.55 0.117 1.01 0.0165 0.330 0.856 2.19 0.470 0.217 0.903 0.872 0.536
CMCC-ESM2 [-] 1.59 1.35 0.233 0.988 0.0420 0.145 0.490 2.06 0.505 0.344 0.884 0.899 0.595
ELM_CN [-] 0.989 0.976 0.0130 1.00 0.0301 0.00630 0.385 2.00 0.571 0.382 0.895 0.935 0.633
ELM_CNP [-] 0.947 0.935 0.0114 1.00 0.0301 -0.0121 0.382 2.06 0.563 0.386 0.890 0.926 0.630
IPSL-CM6A-LR [-] 0.737 0.800 0.0817 0.999 0.0306 0.0241 0.515 2.00 0.509 0.302 0.895 0.891 0.580
MPI-ESM1-2-LR [-] 1.92 1.55 0.236 0.786 0.244 0.351 0.906 2.33 0.462 0.188 0.893 0.856 0.517
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.6
CESM2 [-] 10.2 9.57 0.253 10.6 0.00883 -0.209 1.58 1.81 0.475 0.363 0.664 0.942 0.561
CMCC-ESM2 [-] 8.76 7.64 0.694 10.6 0.00714 -0.750 1.57 1.49 0.388 0.371 0.695 0.952 0.555
ELM_CN [-] 13.1 13.0 0.110 10.6 0.0648 0.628 1.64 1.63 0.475 0.287 0.699 0.959 0.541
ELM_CNP [-] 12.8 12.7 0.0938 10.6 0.0648 0.547 1.58 1.64 0.517 0.295 0.695 0.969 0.554
IPSL-CM6A-LR [-] 12.5 12.3 0.320 10.6 0.00236 0.521 1.56 1.62 0.505 0.333 0.724 0.976 0.574
MPI-ESM1-2-LR [-] 13.6 12.9 0.270 10.2 0.391 0.668 2.07 2.36 0.517 0.215 0.484 0.969 0.480
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.43
CESM2 [-] 7.35 6.74 0.173 7.41 0.0168 -0.184 2.16 2.65 0.117 0.150 0.565 0.920 0.380
CMCC-ESM2 [-] 8.34 7.06 0.705 7.36 0.0626 -0.275 2.26 3.29 0.154 0.106 0.407 0.876 0.330
ELM_CN [-] 8.94 8.92 0.0140 7.35 0.0743 1.57 2.48 3.19 0.127 0.0723 0.424 0.989 0.337
ELM_CNP [-] 8.81 8.80 0.0140 7.35 0.0743 1.45 2.40 3.21 0.141 0.0732 0.420 0.989 0.339
IPSL-CM6A-LR [-] 6.63 6.53 0.215 7.41 0.0156 -0.263 1.80 3.08 0.191 0.136 0.434 0.958 0.371
MPI-ESM1-2-LR [-] 8.40 7.61 0.225 6.94 0.483 0.655 2.10 3.10 0.211 0.0582 0.478 0.977 0.357
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.0
CESM2 [-] 9.44 8.90 0.564 10.8 0.0706 -0.349 2.01 2.24 0.511 0.428 0.680 0.954 0.600
CMCC-ESM2 [-] 13.6 11.1 2.56 10.8 0.0413 0.0907 2.06 0.882 0.466 0.447 0.892 0.943 0.639
ELM_CN [-] 13.1 12.9 0.212 10.9 0.113 0.724 1.89 1.04 0.556 0.430 0.881 0.978 0.655
ELM_CNP [-] 12.9 12.7 0.180 10.9 0.113 0.681 1.88 1.08 0.557 0.432 0.879 0.977 0.655
IPSL-CM6A-LR [-] 9.79 9.03 0.990 11.0 0.0273 -0.252 1.79 1.48 0.505 0.451 0.795 0.920 0.625
MPI-ESM1-2-LR [-] 16.2 15.0 1.55 10.5 0.485 1.57 2.70 2.03 0.479 0.381 0.664 0.955 0.572
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.2
CESM2 [-] 8.52 8.59 0.281 12.2 0.0231 -0.957 2.02 1.46 0.340 0.338 0.767 0.935 0.544
CMCC-ESM2 [-] 7.00 6.79 0.600 12.2 0.00842 -1.55 2.14 1.87 0.272 0.375 0.645 0.924 0.519
ELM_CN [-] 12.7 12.6 0.131 12.2 0.0355 0.127 1.77 1.25 0.544 0.277 0.781 0.971 0.570
ELM_CNP [-] 12.2 12.1 0.114 12.2 0.0355 -0.00718 1.70 1.27 0.550 0.291 0.774 0.980 0.577
IPSL-CM6A-LR [-] 11.9 11.4 0.361 12.2 0.00600 -0.0834 1.67 1.34 0.531 0.316 0.789 0.951 0.581
MPI-ESM1-2-LR [-] 12.3 12.4 0.223 11.8 0.412 0.183 1.91 2.14 0.528 0.247 0.582 0.979 0.517
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.3
CESM2 [-] 23.9 23.8 0.451 27.3 0.0232 -0.519 1.91 1.58 0.284 0.340 0.755 0.923 0.529
CMCC-ESM2 [-] 20.7 20.2 1.07 27.3 0.0491 -1.32 2.16 1.97 0.239 0.301 0.653 0.952 0.489
ELM_CN [-] 29.3 29.0 0.246 27.3 0.0564 0.330 1.87 1.63 0.411 0.262 0.741 0.983 0.532
ELM_CNP [-] 28.3 28.0 0.240 27.3 0.0564 0.151 1.81 1.65 0.397 0.270 0.738 0.985 0.532
IPSL-CM6A-LR [-] 23.9 23.2 0.511 27.3 0.0233 -0.611 1.80 2.06 0.322 0.291 0.628 0.939 0.494
MPI-ESM1-2-LR [-] 29.5 29.4 0.654 26.9 0.450 0.480 2.10 2.54 0.469 0.221 0.509 0.979 0.480
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.44
CESM2 [-] 7.31 7.19 0.0965 7.52 0.00676 -0.0435 1.47 0.786 0.702 0.579 0.943 0.950 0.751
CMCC-ESM2 [-] 8.14 7.76 0.319 7.53 0.00482 0.0630 1.31 0.804 0.754 0.565 0.943 0.970 0.759
ELM_CN [-] 8.33 8.32 0.0108 7.40 0.0399 0.298 1.19 0.745 0.767 0.610 0.951 0.952 0.778
ELM_CNP [-] 8.24 8.23 0.00669 7.40 0.0399 0.271 1.17 0.748 0.767 0.614 0.952 0.951 0.780
IPSL-CM6A-LR [-] 7.68 7.29 0.106 7.42 0.0140 0.0834 1.18 0.647 0.762 0.622 0.939 0.976 0.784
MPI-ESM1-2-LR [-] 9.39 8.81 0.168 7.30 0.137 0.480 1.54 0.749 0.742 0.528 0.940 0.958 0.740

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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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

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Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.442 0.369 0.337 0.355 0.290 0.492 0.312 0.725 0.615 0.647 0.558
CMCC-ESM2 [-] 0.325 0.251 0.182 0.751 0.771 0.821 0.781
ELM_CN [-] 0.196 0.179 0.364 0.242 0.135 0.417 0.348 0.815 0.756 0.798 0.627
ELM_CNP [-] 0.194 0.180 0.366 0.246 0.137 0.483 0.362 0.803 0.728 0.809 0.637
IPSL-CM6A-LR [-] 0.360 0.285 0.360 0.364 0.284 0.528 0.434 0.741 0.544 0.653 0.580
MPI-ESM1-2-LR [-] 0.333 0.324 0.254 0.286 0.718 0.660 0.555
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.427 0.384 0.299 0.380 0.358 0.762 0.743 0.749 0.779 0.717 0.750
CMCC-ESM2 [-] 0.260 0.261 0.338 0.810 0.839 0.854 0.835
ELM_CN [-] 0.495 0.388 0.289 0.294 0.329 0.689 0.744 0.806 0.859 0.804 0.781
ELM_CNP [-] 0.476 0.381 0.269 0.285 0.310 0.701 0.753 0.817 0.869 0.836 0.795
IPSL-CM6A-LR [-] 0.338 0.347 0.289 0.435 0.367 0.886 0.703 0.770 0.719 0.822 0.780
MPI-ESM1-2-LR [-] 0.345 0.267 0.229 0.754 0.788 0.848 0.797
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.431 0.403 0.487 0.493 0.370 0.460 0.441 0.332 0.399 0.342 0.395
CMCC-ESM2 [-] 0.449 0.453 0.352 0.404 0.433 0.451 0.429
ELM_CN [-] 0.406 0.407 0.542 0.500 0.367 0.540 0.457 0.395 0.497 0.487 0.475
ELM_CNP [-] 0.393 0.394 0.539 0.480 0.361 0.561 0.481 0.417 0.518 0.518 0.499
IPSL-CM6A-LR [-] 0.300 0.277 0.381 0.368 0.276 0.686 0.740 0.610 0.773 0.585 0.679
MPI-ESM1-2-LR [-] 0.395 0.511 0.442 0.540 0.407 0.434 0.461
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.329 0.270 0.287 0.293 0.286 0.826 0.849 0.816 0.702 0.838 0.806
CMCC-ESM2 [-] 0.341 0.327 0.280 0.688 0.736 0.808 0.744
ELM_CN [-] 0.298 0.293 0.328 0.296 0.193 0.865 0.782 0.831 0.841 0.870 0.838
ELM_CNP [-] 0.303 0.293 0.326 0.300 0.205 0.861 0.792 0.834 0.841 0.891 0.844
IPSL-CM6A-LR [-] 0.365 0.312 0.325 0.289 0.209 0.812 0.805 0.858 0.925 0.874 0.855
MPI-ESM1-2-LR [-] 0.357 0.356 0.277 0.728 0.746 0.813 0.762
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.218 0.314 0.302 0.275 0.212 0.859 0.774 0.777 0.589 0.761 0.752
CMCC-ESM2 [-] 0.293 0.306 0.231 0.759 0.653 0.680 0.697
ELM_CN [-] 0.244 0.246 0.297 0.304 0.200 0.763 0.614 0.871 0.717 0.693 0.731
ELM_CNP [-] 0.248 0.239 0.299 0.307 0.202 0.766 0.621 0.870 0.720 0.702 0.736
IPSL-CM6A-LR [-] 0.251 0.182 0.315 0.234 0.209 0.879 0.784 0.797 0.688 0.780 0.786
MPI-ESM1-2-LR [-] 0.316 0.264 0.220 0.613 0.814 0.757 0.728
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.479 0.335 0.448 0.485 0.490 0.944 0.729 0.566 0.655 0.946 0.768
CMCC-ESM2 [-] 0.293 0.271 0.276 0.490 0.605 0.806 0.634
ELM_CN [-] 0.214 0.240 0.237 0.211 0.255 0.833 0.589 0.461 0.596 0.666 0.629
ELM_CNP [-] 0.238 0.229 0.242 0.215 0.253 0.846 0.622 0.492 0.630 0.680 0.654
IPSL-CM6A-LR [-] 0.406 0.322 0.413 0.410 0.358 0.966 0.697 0.567 0.681 0.856 0.753
MPI-ESM1-2-LR [-] 0.177 0.197 0.211 0.609 0.652 0.634 0.632
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.319 0.296 0.326 0.295 0.305 0.750 0.728 0.740 0.748 0.674 0.728
CMCC-ESM2 [-] 0.356 0.337 0.322 0.799 0.833 0.798 0.810
ELM_CN [-] 0.286 0.303 0.255 0.234 0.230 0.850 0.744 0.887 0.884 0.852 0.843
ELM_CNP [-] 0.275 0.306 0.272 0.260 0.248 0.852 0.785 0.869 0.864 0.851 0.844
IPSL-CM6A-LR [-] 0.272 0.288 0.230 0.205 0.208 0.870 0.706 0.857 0.818 0.877 0.826
MPI-ESM1-2-LR [-] 0.347 0.279 0.279 0.784 0.811 0.759 0.785
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.295 0.299 0.293 0.297 0.275 0.866 0.895 0.822 0.840 0.803 0.845
CMCC-ESM2 [-] 0.259 0.248 0.244 0.834 0.875 0.804 0.838
ELM_CN [-] 0.241 0.260 0.251 0.226 0.225 0.916 0.799 0.822 0.836 0.811 0.837
ELM_CNP [-] 0.233 0.243 0.243 0.219 0.215 0.929 0.823 0.837 0.856 0.833 0.856
IPSL-CM6A-LR [-] 0.187 0.172 0.230 0.234 0.184 0.949 0.910 0.881 0.854 0.939 0.907
MPI-ESM1-2-LR [-] 0.310 0.259 0.225 0.778 0.812 0.791 0.793
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.297 0.378 0.337 0.342 0.267 0.734 0.598 0.673 0.403 0.452 0.572
CMCC-ESM2 [-] 0.261 0.318 0.178 0.597 0.605 0.743 0.648
ELM_CN [-] 0.223 0.265 0.271 0.269 0.145 0.827 0.835 0.756 0.697 0.753 0.773
ELM_CNP [-] 0.226 0.252 0.273 0.274 0.144 0.798 0.837 0.743 0.688 0.759 0.765
IPSL-CM6A-LR [-] 0.136 0.193 0.269 0.234 0.148 0.858 0.716 0.591 0.529 0.798 0.698
MPI-ESM1-2-LR [-] 0.349 0.343 0.245 0.503 0.738 0.266 0.502
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.348 0.328 0.331 0.326 0.265 0.752 0.787 0.868 0.787 0.839 0.807
CMCC-ESM2 [-] 0.356 0.331 0.348 0.811 0.784 0.803 0.799
ELM_CN [-] 0.224 0.342 0.267 0.274 0.222 0.936 0.706 0.792 0.717 0.651 0.760
ELM_CNP [-] 0.226 0.328 0.262 0.263 0.212 0.936 0.732 0.820 0.739 0.662 0.778
IPSL-CM6A-LR [-] 0.308 0.360 0.297 0.281 0.269 0.875 0.743 0.901 0.783 0.845 0.829
MPI-ESM1-2-LR [-] 0.338 0.319 0.237 0.712 0.868 0.664 0.748
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.381 0.348 0.392 0.397 0.363 0.836 0.854 0.850 0.905 0.930 0.875
CMCC-ESM2 [-] 0.306 0.295 0.334 0.754 0.812 0.653 0.739
ELM_CN [-] 0.274 0.288 0.237 0.260 0.232 0.820 0.716 0.672 0.750 0.730 0.738
ELM_CNP [-] 0.276 0.294 0.238 0.263 0.239 0.827 0.728 0.677 0.758 0.734 0.745
IPSL-CM6A-LR [-] 0.368 0.368 0.344 0.354 0.304 0.787 0.836 0.912 0.784 0.912 0.846
MPI-ESM1-2-LR [-] 0.290 0.246 0.231 0.834 0.848 0.901 0.861
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.367 0.274 0.309 0.313 0.281 0.797 0.830 0.808 0.794 0.713 0.788
CMCC-ESM2 [-] 0.364 0.347 0.295 0.531 0.553 0.666 0.583
ELM_CN [-] 0.286 0.296 0.310 0.304 0.266 0.756 0.693 0.760 0.727 0.644 0.716
ELM_CNP [-] 0.285 0.286 0.313 0.313 0.268 0.758 0.699 0.765 0.737 0.646 0.721
IPSL-CM6A-LR [-] 0.298 0.289 0.298 0.308 0.238 0.815 0.851 0.807 0.785 0.831 0.818
MPI-ESM1-2-LR [-] 0.313 0.285 0.321 0.556 0.712 0.664 0.644
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.363 0.358 0.363 0.357 0.381 0.672 0.797 0.811 0.786 0.747 0.763
CMCC-ESM2 [-] 0.364 0.445 0.491 0.739 0.790 0.609 0.713
ELM_CN [-] 0.297 0.256 0.252 0.197 0.163 0.825 0.817 0.854 0.904 0.677 0.816
ELM_CNP [-] 0.309 0.254 0.235 0.193 0.159 0.812 0.858 0.890 0.921 0.678 0.832
IPSL-CM6A-LR [-] 0.302 0.245 0.249 0.249 0.185 0.800 0.920 0.893 0.896 0.950 0.892
MPI-ESM1-2-LR [-] 0.269 0.261 0.206 0.830 0.861 0.704 0.799
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.407 0.406 0.418 0.434 0.451 0.814 0.795 0.782 0.773 0.825 0.798
CMCC-ESM2 [-] 0.450 0.448 0.392 0.736 0.742 0.751 0.743
ELM_CN [-] 0.312 0.397 0.303 0.301 0.290 0.912 0.852 0.787 0.800 0.856 0.841
ELM_CNP [-] 0.319 0.395 0.324 0.316 0.294 0.913 0.866 0.787 0.801 0.869 0.847
IPSL-CM6A-LR [-] 0.303 0.346 0.324 0.314 0.263 0.867 0.814 0.759 0.767 0.861 0.814
MPI-ESM1-2-LR [-] 0.363 0.294 0.297 0.855 0.796 0.822 0.824
Download Data
Evapotranspiration Hellinger Distance [1]
Precipitation Hellinger Distance [1]
SurfaceDownwardSWRadiation Hellinger Distance [1]
SurfaceNetSWRadiation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Evapotranspiration RMSE Score [1]
Precipitation RMSE Score [1]
SurfaceDownwardSWRadiation RMSE Score [1]
SurfaceNetSWRadiation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CESM2 [-] 0.401 0.291 0.324 0.298 0.266 0.823 0.781 0.829 0.850 0.871 0.831
CMCC-ESM2 [-] 0.282 0.285 0.253 0.865 0.791 0.786 0.814
ELM_CN [-] 0.363 0.316 0.289 0.260 0.263 0.834 0.796 0.800 0.836 0.812 0.815
ELM_CNP [-] 0.367 0.309 0.293 0.262 0.264 0.838 0.802 0.798 0.837 0.819 0.819
IPSL-CM6A-LR [-] 0.277 0.295 0.278 0.228 0.214 0.884 0.860 0.834 0.885 0.877 0.868
MPI-ESM1-2-LR [-] 0.302 0.291 0.345 0.699 0.788 0.702 0.730

Evapotranspiration/GLEAM

Data not available
Data not available
Data not available
Data not available

Precipitation/GPCP2

Data not available
Data not available
Data not available
Data not available

SurfaceDownwardSWRadiation/CERES

Data not available
Data not available
Data not available
Data not available

SurfaceNetSWRadiation/CERES

Data not available
Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU

Data not available
Data not available
Data not available
Data not available

All Models

Benchmark
Data not available
Data not available
CESM2
Data not available
Data not available
CMCC-ESM2
Data not available
Data not available
ELM_CN
Data not available
Data not available
ELM_CNP
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MPI-ESM1-2-LR
Data not available
Data not available

Data Information

  Title:
derived FluxNet MTE in 0.5x0.5

  Source_file:
This product is generated from monthly FluxNet MTE observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Wed Dec 4 23:59:04 PST 2013

  Approach:
I read this variable from data file, and then save the data in NetCDF format by each month and each year. Meanwhile, I also converted the unit from g C m-2 day-1 to Kg C m-2 s-1.

  Temporal resolution:
monthly

  General information:
This product was derived from Fluxnet-MTE originally from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.

  Spatial resolution:
0.5x0.5 degree

  Derived data code:
http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-FluxNet-MTE.ncl