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 [-] 0.620
h0 [-] 0.636 0.647 0.621 0.527 0.335 0.0262 2.36 0.346 0.605 0.806 0.586
h0a [-] 0.636 0.647 0.621 0.527 0.335 0.0262 2.36 0.346 0.605 0.806 0.586
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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 [-] 0.507
h0 [-] 0.463 0.465 0.507 0.304 0.593 -0.0408 1.80 0.751 0.694 0.926 0.790
h0a [-] 0.463 0.465 0.507 0.304 0.593 -0.0408 1.80 0.751 0.694 0.926 0.790
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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 [-] 0.487
h0 [-] 0.419 0.422 0.487 0.389 0.460 -0.0645 1.63 0.610 0.745 0.898 0.751
h0a [-] 0.419 0.422 0.487 0.389 0.460 -0.0645 1.63 0.610 0.745 0.898 0.751
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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 [-] 0.446
h0 [-] 0.450 0.447 0.446 0.480 0.450 0.000632 0.743 0.472 0.932 0.161 0.521
h0a [-] 0.450 0.447 0.446 0.480 0.450 0.000632 0.743 0.472 0.932 0.161 0.521
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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 [-] 0.760
h0 [-] 0.782 0.808 0.760 0.745 0.760 0.0479 1.81 0.249 0.722 0.761 0.577
h0a [-] 0.782 0.808 0.760 0.745 0.760 0.0479 1.81 0.249 0.722 0.761 0.577
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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
h0 [-] 0.518 0.519 0.503 0.436 0.481 0.0164 0.933 0.630 0.889 0.680 0.733
h0a [-] 0.518 0.519 0.503 0.436 0.481 0.0164 0.933 0.630 0.889 0.680 0.733
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 [-] 0.502
h0 [-] 0.439 0.460 0.502 0.324 0.703 -0.0416 1.36 0.511 0.816 0.905 0.744
h0a [-] 0.439 0.460 0.502 0.324 0.703 -0.0416 1.36 0.511 0.816 0.905 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 [-] 0.590
h0 [-] 0.581 0.592 0.590 0.530 0.744 0.00118 1.50 0.568 0.780 0.822 0.723
h0a [-] 0.581 0.592 0.590 0.530 0.744 0.00118 1.50 0.568 0.780 0.822 0.723
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 [-] 0.468
h0 [-] 0.655 0.658 0.468 0.619 0.494 0.188 0.892 0.289 0.886 0.218 0.464
h0a [-] 0.655 0.658 0.468 0.619 0.494 0.188 0.892 0.289 0.886 0.218 0.464
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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 [-] 0.352
h0 [-] 0.354 0.332 0.352 0.495 0.523 -0.0187 1.52 0.632 0.794 0.912 0.779
h0a [-] 0.354 0.332 0.352 0.495 0.523 -0.0187 1.52 0.632 0.794 0.912 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 [-] 0.603
h0 [-] 0.555 0.583 0.603 0.442 0.518 -0.0208 1.99 0.529 0.682 0.994 0.735
h0a [-] 0.555 0.583 0.603 0.442 0.518 -0.0208 1.99 0.529 0.682 0.994 0.735
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
h0 [-] 0.480 0.518 0.521 0.328 0.542 -0.00382 1.54 0.503 0.767 0.879 0.716
h0a [-] 0.480 0.518 0.521 0.328 0.542 -0.00382 1.54 0.503 0.767 0.879 0.716
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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 [-] 0.363
h0 [-] 0.165 0.292 0.362 0.114 0.418 -0.0709 1.44 0.408 0.781 0.828 0.673
h0a [-] 0.165 0.292 0.362 0.114 0.418 -0.0709 1.44 0.408 0.781 0.828 0.673
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 [-] 0.441
h0 [-] 0.572 0.587 0.441 0.533 0.411 0.146 1.05 0.269 0.887 0.321 0.492
h0a [-] 0.572 0.587 0.441 0.533 0.411 0.146 1.05 0.269 0.887 0.321 0.492
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 [-] 0.537
h0 [-] 0.524 0.518 0.537 0.526 0.696 -0.0189 1.57 0.528 0.761 0.926 0.738
h0a [-] 0.524 0.518 0.537 0.526 0.696 -0.0189 1.57 0.528 0.761 0.926 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 [-] 0.666
h0 [-] 0.624 0.626 0.666 0.616 0.637 -0.0386 1.04 0.667 0.887 0.816 0.790
h0a [-] 0.624 0.626 0.666 0.616 0.637 -0.0386 1.04 0.667 0.887 0.816 0.790
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 [-] 0.498
h0 [-] 0.549 0.556 0.498 0.495 0.555 0.0581 1.44 0.559 0.790 0.985 0.778
h0a [-] 0.549 0.556 0.498 0.495 0.555 0.0581 1.44 0.559 0.790 0.985 0.778
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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 [-] 0.419
h0 [-] 0.335 0.338 0.419 0.347 0.529 -0.0805 1.98 0.435 0.717 0.977 0.710
h0a [-] 0.335 0.338 0.419 0.347 0.529 -0.0805 1.98 0.435 0.717 0.977 0.710
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 [-] 0.735
h0 [-] 0.778 0.786 0.735 0.650 0.781 0.0504 2.08 0.321 0.677 0.635 0.544
h0a [-] 0.778 0.786 0.735 0.650 0.781 0.0504 2.08 0.321 0.677 0.635 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
h0 [-] 0.575 0.572 0.611 0.596 0.649 -0.0385 1.95 0.580 0.690 0.685 0.651
h0a [-] 0.575 0.572 0.611 0.596 0.649 -0.0385 1.95 0.580 0.690 0.685 0.651
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
h0 [-] 0.331 0.371 0.382 0.191 0.415 -0.00857 1.78 0.267 0.698 0.473 0.479
h0a [-] 0.331 0.371 0.382 0.191 0.415 -0.00857 1.78 0.267 0.698 0.473 0.479

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
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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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
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h0
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h0a
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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