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 [-] 0.598
BCC-CSM2-MR [-] 0.758 0.602 0.600 0.925 0.000709 2.11 0.651 0.685 0.866 0.734
BGCv2LND.GSW [-] 0.600 0.599 0.598 0.629 0.00120 1.98 0.624 0.690 0.832 0.715
BGCv2LNDATM [-] 0.626 0.624 0.598 0.676 0.0266 1.84 0.612 0.710 0.903 0.742
CanESM5 [-] 0.781 0.679 0.598 0.902 0.0809 3.17 0.392 0.470 0.681 0.514
MeanCMIP6 [-] 0.798 0.675 0.598 0.925 0.0770 2.20 0.461 0.665 0.814 0.647
MIROC-ES2L [-] 0.837 0.750 0.598 0.943 0.153 2.46 0.302 0.598 0.716 0.539
UKESM1-0-LL [-] 0.770 0.610 0.598 0.938 0.0137 2.65 0.444 0.575 0.664 0.561
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 [-] 0.754
BCC-CSM2-MR [-] 0.919 0.846 0.754 0.940 0.0943 2.87 0.191 0.525 0.976 0.564
BGCv2LND.GSW [-] 0.787 0.813 0.754 0.737 0.0588 2.32 0.253 0.628 0.707 0.529
BGCv2LNDATM [-] 0.769 0.785 0.754 0.737 0.0310 2.47 0.299 0.596 0.698 0.531
CanESM5 [-] 0.904 0.885 0.754 0.909 0.132 3.03 0.0611 0.495 0.510 0.355
MeanCMIP6 [-] 0.924 0.890 0.754 0.934 0.136 2.56 0.0575 0.575 0.649 0.427
MIROC-ES2L [-] 0.936 0.934 0.754 0.937 0.179 2.42 0.0426 0.611 0.964 0.539
UKESM1-0-LL [-] 0.930 0.876 0.754 0.946 0.123 2.86 0.0868 0.536 0.987 0.537
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
BCC-CSM2-MR [-] 0.536 0.547 0.521 0.506 0.424 0.0264 2.03 0.430 0.685 0.909 0.675
BGCv2LND.GSW [-] 0.484 0.525 0.521 0.307 0.562 0.00393 1.41 0.570 0.789 0.925 0.761
BGCv2LNDATM [-] 0.553 0.592 0.521 0.418 0.523 0.0710 1.87 0.491 0.702 0.963 0.719
CanESM5 [-] 0.570 0.589 0.521 0.507 0.432 0.0686 1.74 0.377 0.733 0.910 0.673
MeanCMIP6 [-] 0.583 0.599 0.521 0.535 0.416 0.0779 1.84 0.421 0.714 0.943 0.693
MIROC-ES2L [-] 0.644 0.666 0.521 0.592 0.415 0.146 2.09 0.280 0.672 0.847 0.600
UKESM1-0-LL [-] 0.566 0.579 0.521 0.529 0.425 0.0582 1.51 0.395 0.773 0.869 0.679
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
BCC-CSM2-MR [-] 0.610 0.636 0.489 0.584 0.429 0.146 1.58 0.301 0.778 0.911 0.663
BGCv2LND.GSW [-] 0.537 0.529 0.489 0.586 0.474 0.0403 1.21 0.585 0.826 0.838 0.750
BGCv2LNDATM [-] 0.672 0.677 0.489 0.646 0.503 0.188 2.08 0.278 0.673 0.986 0.646
CanESM5 [-] 0.566 0.605 0.489 0.527 0.436 0.116 1.15 0.396 0.839 0.978 0.738
MeanCMIP6 [-] 0.609 0.628 0.489 0.585 0.421 0.139 1.49 0.329 0.802 0.979 0.703
MIROC-ES2L [-] 0.662 0.698 0.489 0.627 0.413 0.209 1.77 0.225 0.752 0.658 0.545
UKESM1-0-LL [-] 0.616 0.628 0.489 0.604 0.427 0.139 1.12 0.328 0.846 0.993 0.722
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 [-] 0.733
BCC-CSM2-MR [-] 0.673 0.655 0.733 0.869 -0.0783 1.86 0.258 0.724 0.674 0.552
BGCv2LND.GSW [-] 0.781 0.786 0.733 0.672 0.807 0.0528 2.13 0.329 0.669 0.688 0.562
BGCv2LNDATM [-] 0.741 0.743 0.733 0.693 0.00924 1.60 0.444 0.769 0.828 0.680
CanESM5 [-] 0.628 0.618 0.733 0.808 -0.115 1.94 0.183 0.707 0.338 0.409
MeanCMIP6 [-] 0.748 0.738 0.733 0.864 0.00486 1.87 0.359 0.711 0.751 0.607
MIROC-ES2L [-] 0.862 0.862 0.733 0.875 0.127 2.24 0.145 0.652 0.614 0.470
UKESM1-0-LL [-] 0.794 0.783 0.733 0.903 0.0498 2.04 0.249 0.688 0.633 0.524
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
BCC-CSM2-MR [-] 0.633 0.575 0.501 0.696 0.409 0.0745 2.23 0.395 0.637 0.836 0.623
BGCv2LND.GSW [-] 0.492 0.497 0.501 0.448 0.538 -0.00437 1.34 0.600 0.807 0.919 0.775
BGCv2LNDATM [-] 0.610 0.615 0.501 0.562 0.555 0.114 2.40 0.416 0.599 0.931 0.649
CanESM5 [-] 0.615 0.589 0.502 0.650 0.419 0.0875 1.52 0.420 0.776 0.898 0.698
MeanCMIP6 [-] 0.658 0.593 0.501 0.730 0.397 0.0918 2.00 0.410 0.688 0.915 0.671
MIROC-ES2L [-] 0.719 0.670 0.501 0.776 0.408 0.169 2.19 0.275 0.664 0.777 0.572
UKESM1-0-LL [-] 0.640 0.579 0.501 0.707 0.387 0.0777 1.42 0.422 0.804 0.888 0.704

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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
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
BCC-CSM2-MR
Data not available
Data not available
BGCv2LND.GSW
Data not available
Data not available
BGCv2LNDATM
Data not available
Data not available
CanESM5
Data not available
Data not available
MeanCMIP6
Data not available
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MIROC-ES2L
Data not available
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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