Mean State

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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 [-] 0.616
CESM3_092H [-] 0.632 0.641 0.616 0.595 0.0245 3.42 0.375 0.456 0.799 0.543
CESM3_098bH [-] 0.652 0.661 0.616 0.619 0.0455 3.21 0.313 0.472 0.777 0.521
CMIP6_001 [-] 0.598 0.606 0.616 0.555 0.493 -0.00999 3.19 0.479 0.488 0.807 0.592
LE2_001 [-] 0.605 0.612 0.616 0.559 0.493 -0.00359 3.41 0.479 0.458 0.829 0.589
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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 [-] 0.505
CESM3_092H [-] 0.531 0.537 0.506 0.328 0.0309 1.25 0.751 0.823 0.946 0.840
CESM3_098bH [-] 0.571 0.577 0.505 0.361 0.0716 1.30 0.673 0.823 0.940 0.812
CMIP6_001 [-] 0.453 0.456 0.505 0.213 0.582 -0.0490 0.992 0.697 0.855 0.704 0.752
LE2_001 [-] 0.458 0.461 0.505 0.217 0.582 -0.0443 1.03 0.696 0.844 0.702 0.747
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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 [-] 0.483
CESM3_092H [-] 0.461 0.468 0.483 0.405 0.666 -0.0147 1.59 0.629 0.749 0.918 0.765
CESM3_098bH [-] 0.475 0.484 0.483 0.410 0.665 0.000743 1.58 0.618 0.749 0.909 0.759
CMIP6_001 [-] 0.492 0.497 0.483 0.445 0.500 0.0134 1.51 0.623 0.767 0.898 0.763
LE2_001 [-] 0.497 0.502 0.483 0.448 0.500 0.0189 1.42 0.617 0.789 0.913 0.773
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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 [-] 0.444
CESM3_092H [-] 0.633 0.654 0.444 0.529 0.211 1.27 0.193 0.842 0.317 0.451
CESM3_098bH [-] 0.641 0.664 0.444 0.525 0.221 1.18 0.180 0.855 0.326 0.454
CMIP6_001 [-] 0.532 0.539 0.444 0.489 0.483 0.0952 1.49 0.402 0.802 0.282 0.495
LE2_001 [-] 0.530 0.538 0.444 0.485 0.483 0.0937 1.40 0.403 0.815 0.280 0.499
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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 [-] 0.754
CESM3_092H [-] 0.765 0.770 0.754 0.765 0.765 0.0164 2.13 0.496 0.664 0.999 0.719
CESM3_098bH [-] 0.793 0.798 0.754 0.796 0.764 0.0443 2.22 0.334 0.642 0.982 0.653
CMIP6_001 [-] 0.733 0.737 0.754 0.732 0.742 -0.0178 2.15 0.437 0.663 0.995 0.698
LE2_001 [-] 0.724 0.728 0.754 0.722 0.742 -0.0266 2.36 0.398 0.625 0.944 0.656
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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 [-] 0.502
CESM3_092H [-] 0.672 0.676 0.502 0.594 0.467 0.175 1.41 0.328 0.794 0.992 0.705
CESM3_098bH [-] 0.686 0.690 0.502 0.589 0.467 0.189 1.52 0.309 0.781 0.992 0.694
CMIP6_001 [-] 0.580 0.580 0.502 0.550 0.506 0.0789 1.47 0.563 0.771 0.996 0.777
LE2_001 [-] 0.578 0.578 0.502 0.555 0.506 0.0762 1.28 0.565 0.798 0.996 0.786
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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 [-] 0.503
CESM3_092H [-] 0.505 0.518 0.503 0.442 0.0158 1.39 0.476 0.806 0.962 0.748
CESM3_098bH [-] 0.521 0.534 0.503 0.460 0.0316 1.38 0.484 0.809 0.970 0.755
CMIP6_001 [-] 0.466 0.479 0.503 0.399 0.667 -0.0230 1.28 0.440 0.824 0.977 0.747
LE2_001 [-] 0.471 0.484 0.503 0.405 0.667 -0.0183 1.26 0.429 0.827 0.977 0.744
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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 [-] 0.589
CESM3_092H [-] 0.567 0.570 0.589 0.560 0.738 -0.0202 1.70 0.667 0.774 0.904 0.782
CESM3_098bH [-] 0.600 0.605 0.589 0.585 0.737 0.0150 1.71 0.663 0.771 0.943 0.792
CMIP6_001 [-] 0.551 0.554 0.589 0.526 0.698 -0.0358 1.71 0.614 0.757 0.945 0.772
LE2_001 [-] 0.550 0.553 0.589 0.523 0.698 -0.0369 1.78 0.607 0.748 0.931 0.762
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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 [-] 0.467
CESM3_092H [-] 0.691 0.713 0.467 0.570 0.245 1.46 0.135 0.819 0.507 0.487
CESM3_098bH [-] 0.687 0.712 0.467 0.553 0.244 1.43 0.137 0.825 0.483 0.482
CMIP6_001 [-] 0.650 0.655 0.467 0.611 0.447 0.187 1.67 0.263 0.786 0.317 0.455
LE2_001 [-] 0.652 0.657 0.467 0.613 0.447 0.189 1.71 0.260 0.770 0.325 0.452
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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 [-] 0.350
CESM3_092H [-] 0.408 0.394 0.349 0.489 0.552 0.0445 1.24 0.563 0.832 0.960 0.785
CESM3_098bH [-] 0.405 0.391 0.350 0.485 0.552 0.0414 1.24 0.558 0.827 0.946 0.777
CMIP6_001 [-] 0.356 0.344 0.348 0.445 0.536 -0.00455 1.35 0.659 0.822 0.987 0.822
LE2_001 [-] 0.346 0.332 0.348 0.440 0.536 -0.0160 1.20 0.626 0.830 0.960 0.805
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 [-] 0.601
CESM3_092H [-] 0.561 0.583 0.602 0.481 0.496 -0.0186 1.40 0.380 0.765 0.982 0.709
CESM3_098bH [-] 0.577 0.601 0.601 0.492 0.498 -0.000462 1.31 0.424 0.783 0.987 0.731
CMIP6_001 [-] 0.527 0.544 0.601 0.452 0.601 -0.0574 1.53 0.397 0.746 0.972 0.705
LE2_001 [-] 0.524 0.541 0.601 0.448 0.601 -0.0603 1.48 0.387 0.756 0.971 0.704
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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
CESM3_092H [-] 0.518 0.555 0.521 0.395 0.604 0.0342 1.62 0.469 0.758 0.945 0.724
CESM3_098bH [-] 0.533 0.569 0.521 0.410 0.590 0.0485 1.61 0.454 0.760 0.947 0.720
CMIP6_001 [-] 0.480 0.516 0.521 0.332 0.566 -0.00490 1.59 0.493 0.765 0.955 0.738
LE2_001 [-] 0.481 0.516 0.521 0.336 0.569 -0.00435 1.55 0.488 0.769 0.954 0.737
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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 [-] 0.364
CESM3_092H [-] 0.185 0.287 0.364 0.146 -0.0780 2.05 0.411 0.692 0.879 0.660
CESM3_098bH [-] 0.206 0.307 0.364 0.168 -0.0579 1.92 0.439 0.710 0.880 0.676
CMIP6_001 [-] 0.143 0.247 0.364 0.101 0.345 -0.117 2.27 0.355 0.650 0.901 0.635
LE2_001 [-] 0.146 0.250 0.364 0.104 0.345 -0.114 2.23 0.363 0.661 0.899 0.641
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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 [-] 0.441
CESM3_092H [-] 0.612 0.655 0.441 0.522 0.214 1.65 0.161 0.777 0.441 0.460
CESM3_098bH [-] 0.617 0.663 0.441 0.517 0.484 0.222 1.71 0.149 0.767 0.435 0.450
CMIP6_001 [-] 0.604 0.620 0.440 0.562 0.471 0.180 1.64 0.200 0.778 0.542 0.506
LE2_001 [-] 0.606 0.623 0.440 0.563 0.465 0.183 1.58 0.196 0.785 0.533 0.505
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 [-] 0.538
CESM3_092H [-] 0.527 0.526 0.538 0.518 0.731 -0.0104 1.49 0.456 0.771 0.948 0.725
CESM3_098bH [-] 0.544 0.547 0.538 0.529 0.731 0.0105 1.40 0.439 0.792 0.915 0.715
CMIP6_001 [-] 0.480 0.483 0.538 0.467 0.613 -0.0523 1.78 0.432 0.742 0.976 0.717
LE2_001 [-] 0.483 0.487 0.538 0.470 0.613 -0.0488 1.75 0.440 0.743 0.976 0.720
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 [-] 0.667
CESM3_092H [-] 0.618 0.619 0.667 0.628 -0.0481 1.65 0.611 0.776 0.768 0.719
CESM3_098bH [-] 0.635 0.636 0.667 0.639 -0.0300 1.73 0.653 0.758 0.807 0.739
CMIP6_001 [-] 0.581 0.578 0.667 0.618 0.636 -0.0884 1.19 0.513 0.857 0.804 0.725
LE2_001 [-] 0.580 0.577 0.667 0.617 0.636 -0.0894 1.16 0.510 0.867 0.802 0.726
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 [-] 0.497
CESM3_092H [-] 0.611 0.613 0.497 0.592 0.116 1.39 0.452 0.781 0.977 0.737
CESM3_098bH [-] 0.620 0.624 0.497 0.592 0.126 1.36 0.423 0.787 0.978 0.729
CMIP6_001 [-] 0.526 0.529 0.497 0.514 0.504 0.0317 1.56 0.562 0.753 0.981 0.765
LE2_001 [-] 0.529 0.532 0.497 0.517 0.504 0.0350 1.51 0.566 0.758 0.982 0.768
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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 [-] 0.427
CESM3_092H [-] 0.421 0.423 0.427 0.379 -0.00371 1.85 0.553 0.736 0.966 0.751
CESM3_098bH [-] 0.444 0.448 0.427 0.369 0.0209 1.80 0.538 0.754 0.968 0.753
CMIP6_001 [-] 0.371 0.374 0.427 0.345 0.539 -0.0530 1.56 0.491 0.781 0.988 0.753
LE2_001 [-] 0.381 0.383 0.427 0.358 0.539 -0.0439 1.60 0.510 0.774 0.990 0.758
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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 [-] 0.733
CESM3_092H [-] 0.660 0.668 0.733 0.566 -0.0662 1.87 0.373 0.727 0.531 0.544
CESM3_098bH [-] 0.660 0.670 0.733 0.555 -0.0640 1.84 0.363 0.738 0.502 0.534
CMIP6_001 [-] 0.682 0.686 0.734 0.599 0.650 -0.0476 1.72 0.413 0.755 0.798 0.656
LE2_001 [-] 0.681 0.685 0.734 0.597 0.650 -0.0486 1.71 0.409 0.765 0.787 0.654
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 [-] 0.611
CESM3_092H [-] 0.545 0.543 0.611 0.562 0.617 -0.0670 1.78 0.576 0.741 0.905 0.741
CESM3_098bH [-] 0.536 0.535 0.610 0.535 0.615 -0.0748 1.78 0.551 0.736 0.828 0.705
CMIP6_001 [-] 0.542 0.541 0.611 0.549 0.650 -0.0692 1.63 0.580 0.760 0.895 0.745
LE2_001 [-] 0.533 0.533 0.611 0.534 0.650 -0.0773 1.53 0.568 0.776 0.849 0.731
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 [-] 0.382
CESM3_092H [-] 0.439 0.481 0.382 0.309 0.0994 1.57 0.316 0.747 0.732 0.599
CESM3_098bH [-] 0.450 0.492 0.382 0.321 0.110 1.45 0.301 0.768 0.737 0.602
CMIP6_001 [-] 0.366 0.400 0.381 0.217 0.483 0.0191 1.38 0.387 0.792 0.832 0.671
LE2_001 [-] 0.369 0.402 0.381 0.222 0.483 0.0210 1.28 0.391 0.816 0.840 0.682

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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BIAS SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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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
CESM3_092H
Data not available
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CESM3_098bH
Data not available
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CMIP6_001
Data not available
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LE2_001
Data not available
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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