Mean State

Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 44.1
Calib [-] 54.3 53.9 58.1 44.2 12.4 9.85 16.9 1.47 0.368 0.256 0.753 0.966 0.520
Control [-] 43.3 42.8 49.5 44.2 12.4 -1.07 16.0 1.49 0.389 0.270 0.756 0.887 0.514
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 57.5
Calib [-] 56.7 56.7 68.7 57.5 20.8 -0.866 17.8 0.696 0.544 0.444 0.946 0.897 0.655
Control [-] 49.8 49.9 65.6 57.5 20.8 -7.61 20.4 0.622 0.433 0.432 0.954 0.916 0.633
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 52.8
Calib [-] 62.9 62.8 67.2 53.0 19.6 10.1 20.2 0.458 0.546 0.445 0.951 0.969 0.671
Control [-] 54.8 54.7 61.4 53.0 19.6 2.01 18.8 0.431 0.548 0.477 0.960 0.930 0.678
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.0
Calib [-] 14.5 14.9 7.16 18.1 5.64 -3.57 20.3 0.624 0.781 0.483 0.949 0.945 0.728
Control [-] 13.8 14.2 6.61 18.1 5.64 -4.27 20.9 0.697 0.775 0.472 0.945 0.950 0.723
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.1
Calib [-] 36.6 35.4 42.2 22.8 10.8 14.7 19.3 1.29 0.244 0.202 0.808 0.752 0.442
Control [-] 25.5 24.2 31.4 22.8 10.8 3.72 15.0 1.38 0.258 0.233 0.794 0.788 0.461
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.0
Calib [-] 24.3 24.3 24.9 27.1 8.81 -2.63 14.9 0.928 0.777 0.611 0.901 0.847 0.749
Control [-] 22.9 23.0 25.5 27.1 8.81 -3.97 14.5 0.576 0.779 0.615 0.940 0.904 0.771
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.4
Calib [-] 37.6 37.4 39.8 28.4 24.4 9.09 18.8 0.696 0.647 0.544 0.933 0.944 0.723
Control [-] 35.7 35.4 38.9 28.4 24.4 7.11 18.8 0.707 0.662 0.533 0.929 0.939 0.719
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 40.3
Calib [-] 40.9 40.4 47.5 40.6 11.0 -0.0615 18.6 0.490 0.549 0.510 0.960 0.909 0.687
Control [-] 34.4 33.9 39.2 40.6 11.0 -6.69 21.0 0.508 0.449 0.505 0.958 0.926 0.669
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.2
Calib [-] 5.07 5.47 -0.876 15.2 3.78 -9.90 22.5 1.04 0.664 0.477 0.906 0.883 0.682
Control [-] 4.43 4.84 -1.69 15.2 3.78 -10.5 23.3 1.12 0.649 0.465 0.903 0.860 0.668
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 56.5
Calib [-] 65.6 65.9 58.9 56.9 15.0 8.74 16.4 0.403 0.705 0.631 0.972 0.884 0.765
Control [-] 61.2 61.6 53.0 56.9 15.0 4.28 14.7 0.440 0.726 0.646 0.970 0.891 0.776
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.2
Calib [-] 21.3 20.8 30.9 20.4 7.08 1.52 15.8 0.808 0.714 0.619 0.919 0.758 0.726
Control [-] 20.1 19.6 30.0 20.4 7.08 0.378 15.5 0.827 0.719 0.617 0.917 0.817 0.738
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 34.3
Calib [-] 34.2 40.9 7.09 34.6 11.5 6.27 19.6 0.787 0.589 0.495 0.926 0.908 0.682
Control [-] 30.4 36.4 6.27 34.6 11.5 1.79 19.4 0.802 0.584 0.497 0.924 0.919 0.684
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.7
Calib [-] 46.6 49.8 43.6 22.8 18.3 27.9 37.2 1.24 0.511 0.503 0.933 0.788 0.648
Control [-] 45.6 48.3 43.1 22.8 18.3 26.4 36.5 1.21 0.506 0.506 0.938 0.785 0.649
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.0
Calib [-] 11.2 11.8 1.48 17.0 4.51 -5.76 20.9 0.912 0.753 0.501 0.918 0.901 0.715
Control [-] 9.85 10.4 0.738 17.0 4.51 -7.08 21.7 1.05 0.725 0.484 0.900 0.901 0.699
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 47.7
Calib [-] 57.3 56.8 62.9 48.2 15.9 8.70 24.2 0.428 0.512 0.519 0.960 0.918 0.686
Control [-] 49.5 49.1 54.7 48.2 15.9 0.642 22.4 0.467 0.512 0.518 0.958 0.946 0.690
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.6
Calib [-] 33.2 33.0 36.6 28.7 12.1 4.52 14.3 0.781 0.701 0.474 0.909 0.962 0.704
Control [-] 30.3 30.1 34.7 28.7 12.1 1.61 14.5 0.877 0.735 0.457 0.891 0.972 0.702
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.7
Calib [-] 27.6 27.6 26.0 26.9 8.98 0.629 14.6 0.600 0.814 0.624 0.947 0.968 0.795
Control [-] 26.1 26.1 27.0 26.9 8.98 -0.712 16.0 0.504 0.804 0.589 0.958 0.959 0.780
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.7
Calib [-] 48.9 48.7 71.0 49.8 11.0 -1.08 15.7 0.713 0.746 0.677 0.933 0.892 0.785
Control [-] 46.6 46.3 68.9 49.8 11.0 -3.49 16.5 0.824 0.735 0.659 0.919 0.892 0.773
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.2
Calib [-] 37.7 37.7 53.1 30.3 13.0 8.00 15.6 1.21 0.292 0.259 0.843 0.603 0.451
Control [-] 25.9 25.9 42.0 30.3 13.0 -3.73 14.1 1.52 0.360 0.273 0.789 0.601 0.459
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 40.3
Calib [-] 50.7 51.0 47.0 40.4 9.36 10.5 18.6 0.670 0.500 0.394 0.939 0.710 0.587
Control [-] 43.2 43.4 39.8 40.4 9.36 2.96 16.4 0.728 0.543 0.409 0.929 0.735 0.605
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (complement) [Watt/m2]
Bias [Watt/m2]
RMSE [Watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 41.5
Calib [-] 67.6 66.9 73.1 42.0 6.56 23.4 34.3 0.475 0.491 0.544 0.962 0.858 0.680
Control [-] 65.5 64.8 72.0 42.0 6.56 21.3 34.1 0.493 0.492 0.538 0.959 0.852 0.676

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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BIAS SCORE
Data not available
Data not available
RMSE
Data not available
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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
Calib
Data not available
Data not available
Control
Data not available
Data not available

Data Information

  Title:
derived GBAF in 0.5x0.5

  Source_file:
This product is generated from monthly Global Biosphere Amtospher Flux (GBAF) observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Tue Jul 28 15:54:11 PDT 2015

  Approach:
I read this variable from data file, and then save the data in NetCDF format by each month and each year. Meanwhile, I also converted the unit from MJoule*m-2*d-1 to Watt/m2.

  Temporal resolution:
monthly

  General information:
This product was derived from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.

  Spatial resolution:
0.5x0.5 degree

  Derived data code:
http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-sh-GBAF.ncl