Mean State

Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 41.6 41.1 44.2 46.3 12.4 -3.02 17.8 2.26 0.438 0.588 0.665 0.811 0.618
DeadVeg_1940-1949 [-] 41.2 40.8 44.2 46.1 12.4 -3.39 17.7 2.29 0.440 0.591 0.657 0.827 0.621
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 51.9 52.1 57.5 67.5 20.8 -5.46 25.3 1.85 0.371 0.316 0.746 0.974 0.545
DeadVeg_1940-1949 [-] 51.9 52.1 57.5 67.6 20.8 -5.46 25.3 1.86 0.371 0.314 0.745 0.974 0.544
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 55.8 55.7 53.0 60.7 19.6 2.90 19.0 1.57 0.437 0.558 0.776 0.922 0.650
DeadVeg_1940-1949 [-] 55.7 55.6 53.0 60.6 19.6 2.85 19.0 1.58 0.438 0.558 0.774 0.923 0.650
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 9.34 9.55 18.1 4.67 5.64 -8.82 16.4 0.352 0.450 0.472 0.974 0.835 0.641
DeadVeg_1940-1949 [-] 9.34 9.54 18.1 4.65 5.64 -8.83 16.3 0.345 0.450 0.477 0.975 0.830 0.642
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 36.1 35.4 22.8 38.8 10.8 13.5 17.8 2.10 0.420 0.703 0.673 0.772 0.654
DeadVeg_1940-1949 [-] 36.1 35.4 22.8 38.8 10.8 13.5 17.8 2.10 0.419 0.703 0.672 0.772 0.654
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 17.7 17.6 27.1 17.4 8.81 -9.36 14.7 0.464 0.426 0.592 0.962 0.952 0.705
DeadVeg_1940-1949 [-] 17.6 17.6 27.1 17.2 8.81 -9.42 14.7 0.458 0.424 0.593 0.963 0.952 0.705
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 33.0 32.9 28.4 33.2 10.3 4.39 15.9 0.857 0.464 0.535 0.911 0.840 0.657
DeadVeg_1940-1949 [-] 33.0 32.9 28.4 33.2 10.3 4.40 15.9 0.854 0.464 0.535 0.912 0.840 0.657
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 40.6 40.5 40.6 42.4 11.0 -0.511 16.3 0.662 0.535 0.574 0.940 0.928 0.710
DeadVeg_1940-1949 [-] 40.7 40.5 40.6 42.4 11.0 -0.461 16.3 0.665 0.534 0.574 0.939 0.930 0.710
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 1.45 1.83 15.2 -3.69 3.78 -13.6 19.0 0.549 0.236 0.478 0.957 0.694 0.569
DeadVeg_1940-1949 [-] 1.45 1.83 15.2 -3.68 3.78 -13.6 18.9 0.539 0.236 0.481 0.959 0.693 0.570
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 63.0 63.6 56.9 50.8 15.0 6.04 14.5 0.719 0.470 0.633 0.945 0.890 0.714
DeadVeg_1940-1949 [-] 62.9 63.5 56.9 50.8 15.0 5.92 14.5 0.726 0.474 0.629 0.945 0.893 0.714
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 24.7 24.7 20.4 24.9 7.08 4.19 12.7 0.718 0.521 0.575 0.933 0.952 0.711
DeadVeg_1940-1949 [-] 24.7 24.7 20.4 25.0 7.08 4.19 12.7 0.717 0.521 0.576 0.933 0.952 0.711
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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 [-] 34.5
DeadVeg_1901-1920 [-] 26.7 35.3 34.7 -9.23 11.4 0.595 17.5 1.06 0.430 0.552 0.872 0.927 0.667
DeadVeg_1940-1949 [-] 26.7 35.3 34.7 -9.24 11.4 0.563 17.5 1.06 0.430 0.553 0.872 0.927 0.667
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 41.8 43.7 22.7 40.1 18.5 21.5 30.9 1.31 0.149 0.478 0.832 0.603 0.508
DeadVeg_1940-1949 [-] 41.8 43.7 22.7 40.1 18.5 21.5 30.9 1.31 0.150 0.478 0.832 0.602 0.508
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 6.31 6.79 17.0 -1.77 4.51 -10.7 19.5 0.752 0.361 0.378 0.930 0.841 0.578
DeadVeg_1940-1949 [-] 6.29 6.77 17.0 -1.82 4.51 -10.7 19.5 0.754 0.361 0.379 0.930 0.840 0.578
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 48.0 47.4 48.2 53.6 15.9 -0.718 21.1 0.675 0.296 0.614 0.933 0.676 0.627
DeadVeg_1940-1949 [-] 47.9 47.3 48.2 53.6 15.9 -0.827 21.1 0.688 0.293 0.615 0.931 0.669 0.625
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 32.2 32.3 28.7 31.1 12.1 3.75 10.6 0.699 0.592 0.653 0.926 0.984 0.762
DeadVeg_1940-1949 [-] 32.2 32.3 28.7 31.1 12.1 3.74 10.6 0.705 0.593 0.654 0.925 0.984 0.762
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 24.1 24.2 26.9 20.2 8.98 -2.79 13.1 0.628 0.554 0.553 0.947 0.957 0.713
DeadVeg_1940-1949 [-] 24.1 24.2 26.9 20.1 8.98 -2.85 13.1 0.630 0.552 0.554 0.946 0.957 0.713
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 38.8 38.8 49.8 48.6 11.0 -11.0 16.2 0.642 0.318 0.588 0.931 0.753 0.636
DeadVeg_1940-1949 [-] 38.7 38.7 49.8 48.8 11.0 -11.1 16.3 0.651 0.312 0.588 0.930 0.751 0.634
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 26.0 26.0 30.3 35.6 13.0 -4.04 13.8 1.85 0.525 0.690 0.731 0.658 0.659
DeadVeg_1940-1949 [-] 26.0 25.9 30.3 35.6 13.0 -4.05 13.8 1.85 0.526 0.690 0.730 0.658 0.659
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 42.5 42.6 40.4 38.0 9.36 2.20 12.2 1.46 0.582 0.677 0.811 0.928 0.735
DeadVeg_1940-1949 [-] 42.5 42.7 40.4 38.0 9.36 2.24 12.2 1.44 0.581 0.677 0.814 0.928 0.736
Download Data
Period Mean (original grids) [Watt/m2]
Model Period Mean (intersection) [Watt/m2]
Benchmark Period Mean (intersection) [Watt/m2]
Model Period Mean (complement) [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
DeadVeg_1901-1920 [-] 53.4 52.8 42.0 63.8 6.56 10.9 25.8 0.848 0.253 0.446 0.932 0.914 0.598
DeadVeg_1940-1949 [-] 53.4 52.8 42.0 63.8 6.56 10.9 25.8 0.843 0.254 0.445 0.933 0.914 0.598

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
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BIAS
Data not available
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BIAS SCORE
Data not available
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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
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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
DeadVeg_1901-1920
Data not available
Data not available
DeadVeg_1940-1949
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