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 [-] 0.616
I62_CRUJRA [-] 0.618 0.624 0.616 0.562 0.493 0.00757 2.58 0.401 0.523 0.779 0.567
I63_CRUJRA [-] 0.618 0.624 0.616 0.562 0.493 0.00756 2.58 0.401 0.522 0.778 0.567
I65_CRUJRA [-] 0.633 0.639 0.616 0.580 0.493 0.0218 2.63 0.354 0.512 0.749 0.538
I67_GSWP3 [-] 0.628 0.639 0.616 0.537 0.0223 1.78 0.367 0.698 0.797 0.621
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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
I62_CRUJRA [-] 0.453 0.455 0.505 0.269 0.582 -0.0500 1.54 0.704 0.736 0.865 0.768
I63_CRUJRA [-] 0.453 0.455 0.505 0.269 0.582 -0.0500 1.54 0.704 0.736 0.865 0.768
I65_CRUJRA [-] 0.457 0.459 0.505 0.267 0.582 -0.0457 1.41 0.724 0.758 0.896 0.793
I67_GSWP3 [-] 0.450 0.451 0.505 0.322 -0.0532 0.992 0.756 0.854 0.986 0.865
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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
I62_CRUJRA [-] 0.445 0.449 0.483 0.403 0.500 -0.0339 0.972 0.616 0.878 0.829 0.774
I63_CRUJRA [-] 0.445 0.449 0.483 0.403 0.500 -0.0339 0.972 0.616 0.878 0.829 0.774
I65_CRUJRA [-] 0.444 0.447 0.483 0.415 0.500 -0.0362 0.965 0.634 0.879 0.844 0.786
I67_GSWP3 [-] 0.444 0.446 0.483 0.418 0.666 -0.0369 1.48 0.702 0.773 0.955 0.810
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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
I62_CRUJRA [-] 0.546 0.548 0.444 0.535 0.483 0.105 0.683 0.389 0.920 0.306 0.538
I63_CRUJRA [-] 0.547 0.548 0.444 0.547 0.483 0.104 0.726 0.390 0.914 0.279 0.528
I65_CRUJRA [-] 0.523 0.523 0.444 0.525 0.483 0.0796 0.661 0.430 0.921 0.282 0.544
I67_GSWP3 [-] 0.553 0.564 0.444 0.493 0.120 0.596 0.375 0.953 0.245 0.524
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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
I62_CRUJRA [-] 0.738 0.744 0.754 0.727 0.742 -0.00945 2.81 0.350 0.549 0.854 0.584
I63_CRUJRA [-] 0.738 0.744 0.754 0.727 0.742 -0.00944 2.81 0.350 0.550 0.854 0.585
I65_CRUJRA [-] 0.767 0.774 0.754 0.756 0.742 0.0199 2.74 0.337 0.563 0.801 0.567
I67_GSWP3 [-] 0.806 0.832 0.754 0.782 0.765 0.0776 2.10 0.246 0.662 0.806 0.571
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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
I62_CRUJRA [-] 0.552 0.553 0.502 0.509 0.506 0.0516 0.643 0.646 0.920 0.981 0.849
I63_CRUJRA [-] 0.557 0.558 0.502 0.515 0.506 0.0566 0.665 0.633 0.916 0.966 0.838
I65_CRUJRA [-] 0.546 0.546 0.502 0.491 0.506 0.0450 0.934 0.630 0.875 0.933 0.813
I67_GSWP3 [-] 0.556 0.558 0.502 0.477 0.467 0.0570 0.752 0.604 0.931 0.879 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 [-] 0.503
I62_CRUJRA [-] 0.443 0.461 0.503 0.340 0.667 -0.0407 1.10 0.511 0.862 0.971 0.781
I63_CRUJRA [-] 0.445 0.463 0.503 0.341 0.667 -0.0388 1.10 0.513 0.862 0.971 0.782
I65_CRUJRA [-] 0.445 0.463 0.503 0.343 0.667 -0.0394 1.09 0.518 0.864 0.970 0.784
I67_GSWP3 [-] 0.444 0.466 0.503 0.336 -0.0365 1.19 0.576 0.850 0.924 0.784
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 [-] 0.589
I62_CRUJRA [-] 0.577 0.585 0.589 0.536 0.698 -0.00364 1.16 0.659 0.847 0.950 0.819
I63_CRUJRA [-] 0.577 0.585 0.589 0.536 0.698 -0.00354 1.16 0.659 0.847 0.951 0.819
I65_CRUJRA [-] 0.586 0.593 0.589 0.552 0.698 0.00453 1.15 0.653 0.849 0.931 0.811
I67_GSWP3 [-] 0.615 0.624 0.589 0.585 0.738 0.0333 1.56 0.613 0.771 0.958 0.781
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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
I62_CRUJRA [-] 0.660 0.661 0.467 0.647 0.447 0.192 0.777 0.257 0.925 0.395 0.526
I63_CRUJRA [-] 0.682 0.682 0.467 0.672 0.447 0.214 0.855 0.221 0.909 0.374 0.501
I65_CRUJRA [-] 0.653 0.653 0.467 0.650 0.447 0.184 0.869 0.281 0.903 0.344 0.509
I67_GSWP3 [-] 0.674 0.685 0.467 0.606 0.216 0.751 0.207 0.942 0.358 0.502
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 [-] 0.350
I62_CRUJRA [-] 0.349 0.331 0.348 0.488 0.536 -0.0170 1.15 0.669 0.844 0.965 0.826
I63_CRUJRA [-] 0.349 0.330 0.348 0.488 0.536 -0.0170 1.15 0.669 0.843 0.965 0.826
I65_CRUJRA [-] 0.352 0.333 0.348 0.492 0.536 -0.0145 1.15 0.673 0.841 0.965 0.826
I67_GSWP3 [-] 0.377 0.355 0.349 0.500 0.552 0.00565 1.34 0.721 0.804 0.974 0.833
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
I62_CRUJRA [-] 0.530 0.538 0.601 0.498 0.601 -0.0635 2.03 0.393 0.651 0.751 0.598
I63_CRUJRA [-] 0.531 0.539 0.601 0.500 0.601 -0.0620 2.04 0.393 0.649 0.781 0.608
I65_CRUJRA [-] 0.527 0.536 0.601 0.493 0.601 -0.0651 2.17 0.396 0.629 0.767 0.597
I67_GSWP3 [-] 0.574 0.597 0.602 0.487 0.495 -0.00461 1.74 0.516 0.715 0.983 0.738
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
I62_CRUJRA [-] 0.482 0.519 0.521 0.333 0.551 -0.00181 1.38 0.522 0.789 0.941 0.751
I63_CRUJRA [-] 0.484 0.521 0.521 0.334 0.543 0.000388 1.39 0.520 0.788 0.934 0.747
I65_CRUJRA [-] 0.486 0.522 0.521 0.336 0.551 0.00164 1.41 0.512 0.784 0.929 0.741
I67_GSWP3 [-] 0.498 0.540 0.521 0.359 0.505 0.0191 1.31 0.521 0.809 0.911 0.747
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 [-] 0.364
I62_CRUJRA [-] 0.172 0.310 0.364 0.116 0.345 -0.0544 1.82 0.454 0.716 0.859 0.676
I63_CRUJRA [-] 0.172 0.310 0.364 0.116 0.345 -0.0543 1.83 0.456 0.714 0.858 0.676
I65_CRUJRA [-] 0.172 0.311 0.364 0.116 0.345 -0.0532 1.81 0.459 0.717 0.854 0.676
I67_GSWP3 [-] 0.163 0.301 0.364 0.109 -0.0631 1.79 0.440 0.696 0.817 0.651
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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
I62_CRUJRA [-] 0.543 0.556 0.441 0.514 0.420 0.115 1.33 0.317 0.833 0.399 0.516
I63_CRUJRA [-] 0.562 0.572 0.441 0.538 0.437 0.131 1.32 0.300 0.835 0.371 0.502
I65_CRUJRA [-] 0.538 0.550 0.441 0.509 0.420 0.109 1.32 0.333 0.834 0.395 0.521
I67_GSWP3 [-] 0.549 0.591 0.441 0.458 0.149 0.837 0.242 0.915 0.354 0.504
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
I62_CRUJRA [-] 0.521 0.516 0.538 0.533 0.613 -0.0214 1.33 0.586 0.783 0.990 0.786
I63_CRUJRA [-] 0.521 0.516 0.538 0.533 0.613 -0.0214 1.32 0.586 0.783 0.990 0.786
I65_CRUJRA [-] 0.531 0.526 0.538 0.545 0.613 -0.0117 1.36 0.575 0.779 0.982 0.779
I67_GSWP3 [-] 0.547 0.534 0.538 0.561 0.731 -0.00390 1.40 0.577 0.778 0.979 0.778
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
I62_CRUJRA [-] 0.597 0.595 0.667 0.621 0.636 -0.0712 1.31 0.549 0.820 0.998 0.789
I63_CRUJRA [-] 0.599 0.596 0.667 0.621 0.636 -0.0697 1.35 0.555 0.812 0.997 0.788
I65_CRUJRA [-] 0.603 0.600 0.667 0.632 0.636 -0.0659 1.23 0.571 0.834 0.997 0.801
I67_GSWP3 [-] 0.641 0.645 0.667 0.621 -0.0214 0.632 0.735 0.945 0.997 0.892
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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 [-] 0.497
I62_CRUJRA [-] 0.520 0.519 0.497 0.545 0.504 0.0218 1.28 0.638 0.795 0.990 0.807
I63_CRUJRA [-] 0.522 0.520 0.497 0.548 0.504 0.0237 1.32 0.638 0.789 0.994 0.807
I65_CRUJRA [-] 0.519 0.519 0.497 0.533 0.504 0.0227 1.37 0.643 0.785 0.987 0.805
I67_GSWP3 [-] 0.579 0.585 0.497 0.532 0.0875 1.13 0.500 0.852 0.985 0.779
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 [-] 0.427
I62_CRUJRA [-] 0.399 0.402 0.427 0.404 0.539 -0.0257 1.60 0.589 0.773 0.972 0.778
I63_CRUJRA [-] 0.400 0.403 0.427 0.404 0.539 -0.0244 1.64 0.587 0.766 0.969 0.774
I65_CRUJRA [-] 0.396 0.400 0.427 0.402 0.539 -0.0282 1.57 0.584 0.779 0.968 0.777
I67_GSWP3 [-] 0.397 0.402 0.427 0.398 -0.0256 1.46 0.590 0.803 0.934 0.776
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
I62_CRUJRA [-] 0.772 0.777 0.734 0.693 0.650 0.0435 1.74 0.371 0.749 0.763 0.628
I63_CRUJRA [-] 0.772 0.777 0.734 0.693 0.650 0.0435 1.74 0.371 0.749 0.763 0.628
I65_CRUJRA [-] 0.804 0.809 0.734 0.714 0.650 0.0754 1.84 0.236 0.732 0.704 0.557
I67_GSWP3 [-] 0.811 0.820 0.733 0.695 0.0860 1.77 0.223 0.727 0.683 0.544
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
I62_CRUJRA [-] 0.594 0.592 0.611 0.612 0.650 -0.0187 1.76 0.630 0.730 0.840 0.733
I63_CRUJRA [-] 0.594 0.592 0.611 0.612 0.650 -0.0187 1.76 0.630 0.731 0.840 0.734
I65_CRUJRA [-] 0.604 0.601 0.611 0.643 0.650 -0.00920 1.82 0.630 0.720 0.816 0.722
I67_GSWP3 [-] 0.606 0.603 0.611 0.615 0.617 -0.00785 1.60 0.648 0.774 0.825 0.749
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
I62_CRUJRA [-] 0.309 0.338 0.381 0.180 0.483 -0.0423 1.77 0.343 0.730 0.735 0.603
I63_CRUJRA [-] 0.309 0.338 0.381 0.180 0.483 -0.0425 1.73 0.343 0.736 0.734 0.605
I65_CRUJRA [-] 0.309 0.339 0.381 0.180 0.483 -0.0419 1.77 0.345 0.730 0.736 0.603
I67_GSWP3 [-] 0.346 0.388 0.382 0.222 0.00722 1.54 0.335 0.765 0.565 0.555

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
I62_CRUJRA
Data not available
Data not available
I63_CRUJRA
Data not available
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I65_CRUJRA
Data not available
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I67_GSWP3
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