Mean State

Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 70.6
CRUNCEPv7 [-] 83.0 83.7 73.3 70.7 18.1 12.5 23.9 2.41 0.209 0.113 0.532 0.947 0.383
GSWP3v1 [-] 70.8 71.3 62.2 70.7 18.1 -0.0585 16.6 1.34 0.385 0.166 0.811 0.990 0.504
WATCH [-] 50.5 50.9 49.8 70.4 18.0 -19.8 28.4 1.61 0.113 0.195 0.734 0.721 0.392
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 47.3
CRUNCEPv7 [-] 48.4 47.6 37.9 47.3 34.2 0.0734 21.1 1.02 0.739 0.477 0.825 0.987 0.701
GSWP3v1 [-] 46.7 46.1 37.1 47.3 34.2 -1.40 22.7 1.43 0.701 0.452 0.726 0.922 0.651
WATCH [-] 40.4 40.0 35.5 46.9 34.2 -7.01 29.5 1.93 0.592 0.363 0.636 0.768 0.544
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 52.1
CRUNCEPv7 [-] 55.2 54.8 60.8 52.2 23.6 2.70 21.3 0.967 0.606 0.453 0.874 0.942 0.666
GSWP3v1 [-] 48.3 48.2 51.1 52.2 23.6 -4.01 21.5 1.24 0.578 0.452 0.816 0.972 0.654
WATCH [-] 44.1 43.8 49.8 52.3 23.8 -8.28 22.6 1.68 0.538 0.436 0.721 0.946 0.616
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.9
CRUNCEPv7 [-] 13.7 14.0 8.81 15.0 3.59 -1.39 11.6 0.201 0.831 0.631 1.00 0.803 0.780
GSWP3v1 [-] 15.5 15.7 11.3 15.0 3.59 0.460 12.0 0.219 0.857 0.612 1.00 0.698 0.757
WATCH [-] 12.9 12.9 12.2 14.8 3.56 -1.88 8.96 0.140 0.841 0.714 1.01 0.557 0.767
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 77.5
CRUNCEPv7 [-] 127. 127. 126. 80.4 34.5 45.9 48.4 2.07 0.0312 0.109 0.684 0.597 0.306
GSWP3v1 [-] 95.5 94.9 98.6 80.4 34.5 15.1 25.4 2.16 0.262 0.174 0.660 0.278 0.310
WATCH [-] 75.6 73.0 90.1 80.3 34.5 -3.06 32.3 2.20 0.0825 0.139 0.661 0.790 0.362
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.3
CRUNCEPv7 [-] 29.3 29.4 24.8 26.3 3.49 3.00 12.5 0.288 0.850 0.672 0.981 0.965 0.828
GSWP3v1 [-] 25.1 25.0 25.4 26.3 3.49 -1.27 10.8 0.351 0.884 0.708 0.977 0.990 0.853
WATCH [-] 21.8 21.7 23.3 26.3 3.71 -4.54 9.95 0.513 0.827 0.745 0.966 0.896 0.836
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.0
CRUNCEPv7 [-] 30.3 30.5 24.6 28.1 13.0 2.94 15.3 0.566 0.750 0.547 0.969 0.969 0.756
GSWP3v1 [-] 26.2 26.5 20.0 28.1 13.0 -1.20 14.1 0.647 0.715 0.610 0.956 0.927 0.763
WATCH [-] 24.1 24.2 19.7 28.0 12.8 -3.40 14.6 0.754 0.660 0.621 0.940 0.815 0.731
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 57.0
CRUNCEPv7 [-] 68.8 67.9 87.5 57.2 29.3 13.3 28.0 1.22 0.520 0.363 0.841 0.947 0.607
GSWP3v1 [-] 56.9 56.1 71.3 57.2 29.3 0.854 25.7 1.75 0.570 0.355 0.733 0.960 0.595
WATCH [-] 48.3 47.6 65.3 56.9 29.3 -7.00 29.3 2.07 0.414 0.347 0.670 0.899 0.535
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.7
CRUNCEPv7 [-] 15.9 16.4 6.06 15.8 -6.07 0.228 12.8 0.0919 0.890 0.595 1.01 0.882 0.795
GSWP3v1 [-] 16.7 17.1 9.17 15.8 -6.07 1.09 14.3 0.101 0.921 0.550 1.01 0.753 0.756
WATCH [-] 12.6 12.9 9.41 15.7 -6.08 -2.93 10.4 0.191 0.837 0.676 1.00 0.557 0.749
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.8
CRUNCEPv7 [-] 33.2 32.2 52.2 26.9 19.3 7.11 18.3 0.630 0.636 0.385 0.945 0.847 0.640
GSWP3v1 [-] 32.6 31.6 52.1 26.9 19.3 6.35 16.8 0.693 0.667 0.412 0.935 0.916 0.669
WATCH [-] 32.0 31.1 50.4 27.3 19.5 5.42 16.8 0.906 0.677 0.411 0.916 0.942 0.672
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.2
CRUNCEPv7 [-] 38.9 38.9 38.5 31.7 9.65 7.13 19.9 0.324 0.773 0.519 0.981 0.814 0.721
GSWP3v1 [-] 33.4 33.4 33.3 31.7 9.65 1.79 15.3 0.325 0.795 0.612 0.982 0.724 0.745
WATCH [-] 25.1 24.9 29.8 31.5 9.61 -6.01 15.9 0.465 0.654 0.671 0.973 0.654 0.725
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 39.1
CRUNCEPv7 [-] 38.6 45.8 8.48 39.4 16.4 6.99 19.5 0.843 0.518 0.384 0.849 0.937 0.615
GSWP3v1 [-] 33.9 40.2 7.50 39.4 16.4 1.20 16.5 0.895 0.611 0.424 0.849 0.973 0.656
WATCH [-] 29.6 35.0 6.97 39.4 16.5 -3.82 17.5 1.06 0.503 0.433 0.812 0.928 0.622
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.45
CRUNCEPv7 [-] 7.94 14.3 2.14 8.47 5.81 6.22 13.5 1.06 0.545 0.238 0.928 0.933 0.576
GSWP3v1 [-] 8.46 14.3 3.21 8.47 5.81 6.13 13.3 1.12 0.549 0.258 0.927 0.932 0.585
WATCH [-] 7.72 13.5 2.48 8.46 5.81 5.37 13.2 1.20 0.577 0.275 0.908 0.904 0.588
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.0
CRUNCEPv7 [-] 13.8 14.2 5.57 14.0 1.27 -0.298 12.0 0.243 0.804 0.565 0.995 0.926 0.771
GSWP3v1 [-] 15.9 16.3 7.53 14.0 1.27 1.78 12.9 0.293 0.850 0.544 0.988 0.887 0.763
WATCH [-] 13.9 14.2 8.33 14.0 1.25 -0.00689 9.94 0.363 0.832 0.651 0.983 0.763 0.776
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 50.4
CRUNCEPv7 [-] 62.0 60.9 73.8 50.9 20.2 13.9 27.3 0.907 0.416 0.299 0.885 0.863 0.552
GSWP3v1 [-] 57.0 56.5 63.8 50.9 20.2 8.13 21.5 0.909 0.499 0.361 0.887 0.961 0.614
WATCH [-] 48.9 48.2 57.1 50.8 20.1 0.186 21.2 1.04 0.413 0.383 0.856 0.948 0.597
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.7
CRUNCEPv7 [-] 56.4 56.4 65.6 49.8 19.0 7.17 19.9 0.578 0.801 0.614 0.959 0.980 0.793
GSWP3v1 [-] 50.0 49.8 59.9 49.8 19.0 0.529 15.5 0.470 0.831 0.703 0.963 0.847 0.809
WATCH [-] 45.8 45.7 53.1 49.8 19.0 -3.81 15.2 0.496 0.779 0.719 0.963 0.778 0.791
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 25.2
CRUNCEPv7 [-] 34.5 34.6 35.3 25.4 10.7 9.12 18.1 0.323 0.713 0.552 0.979 0.975 0.754
GSWP3v1 [-] 30.4 30.4 34.3 25.4 10.7 4.98 13.7 0.267 0.814 0.625 0.984 0.921 0.794
WATCH [-] 26.5 26.5 32.7 25.4 11.1 1.22 9.89 0.277 0.848 0.721 0.982 0.866 0.828
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.2
CRUNCEPv7 [-] 25.7 26.1 37.1 27.2 14.3 -0.950 12.9 0.710 0.741 0.543 0.940 0.979 0.749
GSWP3v1 [-] 25.9 26.4 31.7 27.2 14.3 -0.645 13.1 0.668 0.729 0.542 0.946 0.978 0.748
WATCH [-] 26.7 27.0 34.5 27.3 14.4 -0.149 13.2 0.717 0.723 0.545 0.940 0.955 0.742
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 90.0
CRUNCEPv7 [-] 114. 114. 112. 90.2 27.7 23.7 30.3 2.08 0.0925 0.121 0.688 0.965 0.397
GSWP3v1 [-] 91.4 91.5 87.6 90.2 27.7 1.06 14.5 1.90 0.445 0.203 0.727 0.920 0.499
WATCH [-] 78.2 78.1 81.5 90.1 27.9 -12.1 19.7 2.11 0.190 0.196 0.693 0.989 0.453
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 69.7
CRUNCEPv7 [-] 74.2 73.7 82.3 69.8 17.5 4.18 24.7 0.843 0.520 0.429 0.911 0.835 0.625
GSWP3v1 [-] 65.2 64.8 69.8 69.8 17.5 -4.76 20.5 0.946 0.636 0.469 0.905 0.990 0.694
WATCH [-] 62.1 61.8 64.7 69.9 17.5 -8.06 19.6 1.08 0.600 0.516 0.868 0.989 0.698
Download Data
Period Mean (original grids) [W/m2]
Model Period Mean (intersection) [W/m2]
Model Period Mean (complement) [W/m2]
Benchmark Period Mean (intersection) [W/m2]
Benchmark Period Mean (complement) [W/m2]
Bias [W/m2]
RMSE [W/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.7
CRUNCEPv7 [-] 25.0 25.2 17.3 23.0 8.02 3.14 15.7 0.807 0.466 0.371 0.936 0.892 0.607
GSWP3v1 [-] 27.6 27.9 17.3 23.0 8.02 4.79 15.2 0.929 0.510 0.376 0.917 0.948 0.625
WATCH [-] 21.1 21.2 14.9 23.0 7.98 -1.61 14.3 0.842 0.480 0.409 0.924 0.920 0.629

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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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
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
SEASONAL CYCLE SCORE
Data not available
Data not available

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
CRUNCEPv7
Data not available
Data not available
GSWP3v1
Data not available
Data not available
WATCH
Data not available
Data not available

Data Information

  creation_date: Thu Dec 5 00:02:00 PST 2013

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

  source_file: This product is generated from monthly FluxNet MTE observations

  title: derived FluxNet MTE in 0.5x0.5

  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 g C m-2 day-1 to Kg C m-2 s-1.

  Temporal resolution: monthly

  General information: This product was derived from Fluxnet-MTE originally 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-FluxNet-MTE.ncl