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]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.598
CanESM5 [-] 0.788 0.683 0.597 0.901 0.662 0.0863 3.00 0.404 0.504 0.768 0.559
E3SMv3 default 0051 [-] 0.662 0.658 0.598 0.763 0.0596 2.83 0.543 0.544 0.912 0.667
E3SMv3 default 0111 [-] 0.661 0.657 0.598 0.760 0.0586 2.64 0.543 0.581 0.906 0.677
E3SMv3 default 0161 [-] 0.663 0.659 0.598 0.764 0.0609 2.70 0.539 0.570 0.914 0.674
E3SMv3 default 0281 [-] 0.664 0.660 0.598 0.766 0.0616 2.84 0.540 0.544 0.917 0.667
E3SMv3 default 0311 [-] 0.663 0.659 0.598 0.763 0.0608 2.74 0.540 0.560 0.913 0.671
E3SMv3 highECS 0051 [-] 0.687 0.684 0.598 0.786 0.0853 2.62 0.507 0.587 0.975 0.690
E3SMv3 highECS 0111 [-] 0.685 0.681 0.598 0.785 0.0828 2.60 0.510 0.594 0.967 0.690
E3SMv3 highECS 0161 [-] 0.686 0.682 0.598 0.790 0.0839 2.70 0.506 0.572 0.963 0.680
E3SMv3 highECS 0281 [-] 0.684 0.680 0.598 0.784 0.0814 2.55 0.512 0.599 0.964 0.692
E3SMv3 highECS 0311 [-] 0.688 0.684 0.598 0.786 0.0855 2.73 0.505 0.569 0.972 0.682
E3SMv3 lowECS 0051 [-] 0.691 0.687 0.598 0.791 0.0886 2.03 0.477 0.686 0.938 0.700
E3SMv3 lowECS 0111 [-] 0.686 0.682 0.598 0.787 0.0834 2.23 0.487 0.662 0.927 0.692
E3SMv3 lowECS 0161 [-] 0.687 0.683 0.598 0.787 0.0844 2.10 0.482 0.676 0.925 0.694
E3SMv3 lowECS 0281 [-] 0.688 0.684 0.598 0.788 0.0853 2.25 0.480 0.657 0.926 0.688
E3SMv3 lowECS 0311 [-] 0.686 0.683 0.598 0.787 0.0842 2.25 0.487 0.661 0.934 0.694
IPSL-CM6A-LR [-] 0.773 0.647 0.598 0.906 0.658 0.0493 2.26 0.633 0.664 0.988 0.762
MIROC-ES2L [-] 0.847 0.757 0.597 0.941 0.662 0.160 2.47 0.308 0.594 0.823 0.575
NorESM2-LM [-] 0.724 0.561 0.598 0.900 0.658 -0.0369 2.15 0.647 0.662 0.860 0.723
UKESM1-0-LL [-] 0.771 0.614 0.598 0.936 0.646 0.0161 2.56 0.462 0.593 0.705 0.587
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]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.755
CanESM5 [-] 0.903 0.886 0.755 0.909 0.131 2.85 0.0590 0.521 0.335 0.305
E3SMv3 default 0051 [-] 0.814 0.807 0.755 0.827 0.0522 3.09 0.351 0.476 0.993 0.607
E3SMv3 default 0111 [-] 0.805 0.800 0.755 0.815 0.0448 2.93 0.377 0.507 0.996 0.627
E3SMv3 default 0161 [-] 0.812 0.806 0.755 0.824 0.0510 3.07 0.350 0.478 0.991 0.607
E3SMv3 default 0281 [-] 0.803 0.798 0.755 0.814 0.0436 3.05 0.373 0.486 0.982 0.614
E3SMv3 default 0311 [-] 0.804 0.799 0.755 0.815 0.0438 3.09 0.377 0.477 0.978 0.611
E3SMv3 highECS 0051 [-] 0.817 0.815 0.755 0.821 0.0603 2.62 0.290 0.566 0.982 0.613
E3SMv3 highECS 0111 [-] 0.815 0.813 0.755 0.820 0.0587 2.66 0.296 0.557 0.983 0.612
E3SMv3 highECS 0161 [-] 0.814 0.813 0.755 0.818 0.0581 2.64 0.298 0.558 0.979 0.611
E3SMv3 highECS 0281 [-] 0.822 0.819 0.755 0.828 0.0644 2.64 0.275 0.565 0.985 0.608
E3SMv3 highECS 0311 [-] 0.819 0.816 0.755 0.823 0.0615 2.57 0.285 0.577 0.984 0.615
E3SMv3 lowECS 0051 [-] 0.836 0.831 0.755 0.846 0.0759 2.59 0.263 0.579 0.981 0.608
E3SMv3 lowECS 0111 [-] 0.832 0.827 0.755 0.843 0.0726 2.54 0.274 0.586 0.986 0.615
E3SMv3 lowECS 0161 [-] 0.831 0.826 0.755 0.840 0.0713 2.64 0.280 0.568 0.981 0.610
E3SMv3 lowECS 0281 [-] 0.836 0.830 0.755 0.847 0.0754 2.62 0.265 0.570 0.980 0.605
E3SMv3 lowECS 0311 [-] 0.831 0.827 0.755 0.842 0.0719 2.74 0.276 0.548 0.969 0.598
IPSL-CM6A-LR [-] 0.886 0.837 0.755 0.901 0.0817 2.76 0.193 0.551 0.993 0.579
MIROC-ES2L [-] 0.942 0.937 0.755 0.942 0.182 2.18 0.0371 0.658 0.887 0.527
NorESM2-LM [-] 0.866 0.789 0.755 0.889 0.0346 2.75 0.347 0.563 0.997 0.636
UKESM1-0-LL [-] 0.930 0.878 0.755 0.945 0.124 2.87 0.0793 0.533 0.908 0.507
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]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.521
CanESM5 [-] 0.580 0.598 0.521 0.527 0.522 0.0773 1.73 0.383 0.737 0.955 0.692
E3SMv3 default 0051 [-] 0.530 0.567 0.521 0.399 0.523 0.0465 1.77 0.509 0.723 0.981 0.737
E3SMv3 default 0111 [-] 0.532 0.569 0.521 0.403 0.546 0.0479 1.71 0.508 0.733 0.982 0.741
E3SMv3 default 0161 [-] 0.531 0.568 0.521 0.401 0.554 0.0473 1.75 0.509 0.725 0.981 0.738
E3SMv3 default 0281 [-] 0.530 0.567 0.521 0.401 0.512 0.0462 1.76 0.509 0.724 0.981 0.738
E3SMv3 default 0311 [-] 0.530 0.568 0.521 0.399 0.509 0.0468 1.74 0.510 0.728 0.982 0.740
E3SMv3 highECS 0051 [-] 0.542 0.578 0.521 0.418 0.547 0.0569 1.80 0.504 0.719 0.985 0.736
E3SMv3 highECS 0111 [-] 0.542 0.578 0.521 0.417 0.516 0.0570 1.79 0.502 0.720 0.984 0.735
E3SMv3 highECS 0161 [-] 0.541 0.576 0.521 0.419 0.520 0.0551 1.81 0.502 0.716 0.984 0.734
E3SMv3 highECS 0281 [-] 0.538 0.575 0.521 0.413 0.554 0.0538 1.81 0.506 0.717 0.982 0.735
E3SMv3 highECS 0311 [-] 0.542 0.577 0.521 0.420 0.554 0.0559 1.80 0.505 0.717 0.983 0.735
E3SMv3 lowECS 0051 [-] 0.544 0.580 0.521 0.419 0.518 0.0592 1.58 0.494 0.760 0.988 0.747
E3SMv3 lowECS 0111 [-] 0.543 0.579 0.521 0.417 0.517 0.0580 1.55 0.499 0.763 0.988 0.750
E3SMv3 lowECS 0161 [-] 0.540 0.577 0.521 0.413 0.554 0.0556 1.55 0.499 0.762 0.988 0.750
E3SMv3 lowECS 0281 [-] 0.543 0.579 0.521 0.417 0.523 0.0583 1.61 0.497 0.753 0.988 0.746
E3SMv3 lowECS 0311 [-] 0.541 0.577 0.521 0.417 0.516 0.0564 1.62 0.496 0.752 0.987 0.745
IPSL-CM6A-LR [-] 0.570 0.586 0.521 0.520 0.518 0.0652 1.64 0.488 0.754 0.981 0.741
MIROC-ES2L [-] 0.659 0.680 0.521 0.609 0.541 0.159 2.10 0.274 0.671 0.902 0.616
NorESM2-LM [-] 0.531 0.540 0.521 0.504 0.511 0.0194 1.58 0.483 0.768 0.962 0.737
UKESM1-0-LL [-] 0.573 0.585 0.521 0.537 0.515 0.0641 1.46 0.399 0.780 0.892 0.690
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]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.489
CanESM5 [-] 0.571 0.610 0.488 0.530 0.533 0.121 1.18 0.377 0.835 0.996 0.736
E3SMv3 default 0051 [-] 0.607 0.606 0.489 0.613 0.506 0.117 1.80 0.408 0.724 0.989 0.707
E3SMv3 default 0111 [-] 0.607 0.605 0.489 0.614 0.541 0.116 1.79 0.409 0.726 0.989 0.708
E3SMv3 default 0161 [-] 0.607 0.606 0.489 0.614 0.531 0.117 1.78 0.407 0.728 0.990 0.708
E3SMv3 default 0281 [-] 0.608 0.607 0.489 0.614 0.500 0.118 1.83 0.408 0.720 0.990 0.706
E3SMv3 default 0311 [-] 0.607 0.606 0.489 0.614 0.499 0.117 1.79 0.410 0.727 0.991 0.709
E3SMv3 highECS 0051 [-] 0.617 0.614 0.489 0.635 0.542 0.125 1.91 0.395 0.702 0.986 0.694
E3SMv3 highECS 0111 [-] 0.617 0.615 0.489 0.630 0.515 0.126 1.89 0.383 0.707 0.985 0.692
E3SMv3 highECS 0161 [-] 0.616 0.614 0.489 0.628 0.507 0.125 1.95 0.390 0.699 0.985 0.691
E3SMv3 highECS 0281 [-] 0.614 0.611 0.489 0.627 0.549 0.123 1.94 0.394 0.700 0.985 0.693
E3SMv3 highECS 0311 [-] 0.614 0.611 0.489 0.630 0.549 0.122 1.93 0.398 0.702 0.986 0.695
E3SMv3 lowECS 0051 [-] 0.600 0.599 0.489 0.602 0.516 0.111 1.68 0.426 0.742 0.989 0.719
E3SMv3 lowECS 0111 [-] 0.598 0.597 0.489 0.598 0.511 0.109 1.59 0.425 0.757 0.988 0.723
E3SMv3 lowECS 0161 [-] 0.595 0.594 0.489 0.599 0.549 0.105 1.63 0.435 0.751 0.988 0.725
E3SMv3 lowECS 0281 [-] 0.600 0.599 0.489 0.601 0.503 0.110 1.66 0.426 0.747 0.989 0.721
E3SMv3 lowECS 0311 [-] 0.598 0.598 0.489 0.599 0.504 0.109 1.62 0.423 0.754 0.990 0.722
IPSL-CM6A-LR [-] 0.610 0.614 0.489 0.605 0.512 0.125 1.73 0.381 0.747 0.994 0.707
MIROC-ES2L [-] 0.681 0.712 0.488 0.650 0.709 0.224 1.80 0.203 0.746 0.757 0.569
NorESM2-LM [-] 0.583 0.600 0.489 0.564 0.496 0.112 1.50 0.412 0.787 0.945 0.715
UKESM1-0-LL [-] 0.618 0.633 0.489 0.603 0.497 0.144 1.10 0.315 0.850 0.993 0.719
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]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.734
CanESM5 [-] 0.630 0.617 0.734 0.786 -0.117 1.88 0.203 0.721 0.436 0.453
E3SMv3 default 0051 [-] 0.715 0.718 0.734 0.648 -0.0158 1.58 0.464 0.776 0.714 0.651
E3SMv3 default 0111 [-] 0.715 0.718 0.734 0.650 -0.0158 1.55 0.457 0.781 0.724 0.654
E3SMv3 default 0161 [-] 0.715 0.718 0.734 0.641 -0.0153 1.70 0.460 0.760 0.697 0.639
E3SMv3 default 0281 [-] 0.717 0.720 0.734 0.652 -0.0135 1.55 0.464 0.778 0.742 0.661
E3SMv3 default 0311 [-] 0.711 0.715 0.734 0.636 -0.0191 1.68 0.455 0.762 0.684 0.634
E3SMv3 highECS 0051 [-] 0.726 0.728 0.734 0.660 -0.00528 1.74 0.449 0.755 0.717 0.640
E3SMv3 highECS 0111 [-] 0.732 0.735 0.734 0.668 0.000888 1.72 0.446 0.754 0.746 0.649
E3SMv3 highECS 0161 [-] 0.723 0.726 0.734 0.655 -0.00764 1.71 0.456 0.752 0.719 0.642
E3SMv3 highECS 0281 [-] 0.724 0.727 0.734 0.659 -0.00703 1.68 0.457 0.762 0.734 0.651
E3SMv3 highECS 0311 [-] 0.728 0.731 0.734 0.662 -0.00259 1.72 0.453 0.751 0.739 0.647
E3SMv3 lowECS 0051 [-] 0.696 0.698 0.734 0.643 -0.0353 1.73 0.383 0.749 0.644 0.592
E3SMv3 lowECS 0111 [-] 0.698 0.700 0.734 0.646 -0.0338 1.71 0.397 0.750 0.673 0.607
E3SMv3 lowECS 0161 [-] 0.695 0.697 0.734 0.643 -0.0367 1.81 0.386 0.737 0.639 0.587
E3SMv3 lowECS 0281 [-] 0.697 0.699 0.734 0.642 -0.0346 1.74 0.394 0.751 0.658 0.601
E3SMv3 lowECS 0311 [-] 0.692 0.694 0.734 0.641 -0.0401 1.71 0.382 0.747 0.631 0.587
IPSL-CM6A-LR [-] 0.763 0.755 0.734 0.856 0.0216 1.80 0.516 0.744 0.998 0.753
MIROC-ES2L [-] 0.872 0.870 0.734 0.891 0.137 2.00 0.143 0.695 0.860 0.566
NorESM2-LM [-] 0.700 0.692 0.734 0.801 -0.0417 1.73 0.337 0.757 0.893 0.662
UKESM1-0-LL [-] 0.793 0.785 0.734 0.891 0.0513 2.06 0.261 0.686 0.669 0.539
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]
Phase Shift [months]
Bias Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.501
CanESM5 [-] 0.622 0.594 0.501 0.653 0.580 0.0931 1.56 0.426 0.767 0.952 0.715
E3SMv3 default 0051 [-] 0.561 0.568 0.501 0.509 0.623 0.0665 2.13 0.488 0.658 0.977 0.708
E3SMv3 default 0111 [-] 0.562 0.568 0.501 0.512 0.696 0.0671 2.04 0.489 0.672 0.978 0.713
E3SMv3 default 0161 [-] 0.560 0.567 0.501 0.510 0.623 0.0654 2.10 0.491 0.661 0.974 0.709
E3SMv3 default 0281 [-] 0.561 0.567 0.501 0.511 0.617 0.0662 2.14 0.490 0.657 0.977 0.708
E3SMv3 default 0311 [-] 0.563 0.569 0.501 0.513 0.648 0.0676 2.06 0.490 0.670 0.978 0.713
E3SMv3 highECS 0051 [-] 0.571 0.577 0.501 0.517 0.696 0.0761 2.21 0.484 0.640 0.980 0.701
E3SMv3 highECS 0111 [-] 0.571 0.578 0.501 0.516 0.696 0.0768 2.19 0.472 0.645 0.979 0.699
E3SMv3 highECS 0161 [-] 0.570 0.577 0.501 0.517 0.624 0.0752 2.26 0.475 0.633 0.979 0.696
E3SMv3 highECS 0281 [-] 0.568 0.575 0.501 0.517 0.696 0.0732 2.27 0.483 0.631 0.977 0.697
E3SMv3 highECS 0311 [-] 0.566 0.573 0.501 0.515 0.696 0.0712 2.25 0.483 0.632 0.973 0.696
E3SMv3 lowECS 0051 [-] 0.561 0.567 0.501 0.512 0.696 0.0658 1.84 0.500 0.710 0.983 0.731
E3SMv3 lowECS 0111 [-] 0.560 0.566 0.501 0.512 0.655 0.0648 1.79 0.503 0.719 0.988 0.736
E3SMv3 lowECS 0161 [-] 0.558 0.564 0.501 0.509 0.696 0.0623 1.77 0.503 0.722 0.985 0.736
E3SMv3 lowECS 0281 [-] 0.560 0.566 0.501 0.511 0.595 0.0650 1.87 0.501 0.707 0.983 0.730
E3SMv3 lowECS 0311 [-] 0.558 0.565 0.501 0.509 0.623 0.0633 1.86 0.497 0.706 0.983 0.729
IPSL-CM6A-LR [-] 0.643 0.585 0.501 0.706 0.566 0.0845 1.87 0.454 0.709 0.961 0.708
MIROC-ES2L [-] 0.731 0.680 0.501 0.786 0.582 0.180 2.25 0.262 0.651 0.832 0.582
NorESM2-LM [-] 0.608 0.531 0.501 0.692 0.581 0.0298 1.46 0.470 0.791 0.903 0.721
UKESM1-0-LL [-] 0.645 0.585 0.501 0.710 0.600 0.0842 1.31 0.420 0.819 0.911 0.717

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
Data not available
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BIAS 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
Data not available
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SEASONAL CYCLE SCORE
Data not available
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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
Data not available
CanESM5
Data not available
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E3SMv3 default 0051
Data not available
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E3SMv3 default 0111
Data not available
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E3SMv3 default 0161
Data not available
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E3SMv3 default 0281
Data not available
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E3SMv3 default 0311
Data not available
Data not available
E3SMv3 highECS 0051
Data not available
Data not available
E3SMv3 highECS 0111
Data not available
Data not available
E3SMv3 highECS 0161
Data not available
Data not available
E3SMv3 highECS 0281
Data not available
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E3SMv3 highECS 0311
Data not available
Data not available
E3SMv3 lowECS 0051
Data not available
Data not available
E3SMv3 lowECS 0111
Data not available
Data not available
E3SMv3 lowECS 0161
Data not available
Data not available
E3SMv3 lowECS 0281
Data not available
Data not available
E3SMv3 lowECS 0311
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
FLUXCOM (RS+METEO) Global Land Energy Fluxes using GSWP3 climate data

  Version:
1

  Institutions:
Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:
Data generated by machine learning to merge energy flux measurements from FLUXNET eddy covariance towers with MODIS remote sensing and GSWP3v1 meteorological data (RS+METEO)

  History:
2019-05-07: downloaded source from doi:10.17871/FLUXCOM_EnergyFluxes_v1
2019-06-28: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-sh-fluxcom.py

  References:
Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, G. Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, submitted, 1-12, https://arxiv.org/abs/1812.04951

Tramontana, G., M. Jung, C.R. Schwalm, K. Ichii, G. Camps-Valls, B. Raduly, M. Reichstein, M.A. Arain, A. Cescatti, G. Kiely, L. Merbold, P. Serrano-Ortiz, S. Sickert, S. Wolf, and D. Papale (2016), Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms, Biogeosciences, 13, 4291-4313, doi:10.5194/bg-13-4291-2016

  Comments:
time_period: 1980-01 through 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: MJ/m2/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: watt/m2

  Convention:
CF-1.7