Mean State

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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 32.8
CLM4 [-] 49.5 50.3 0.182 32.8 0.0526 4.47 0.573 0.760 0.667
CLM4.5 [-] 45.4 45.4 0.235 32.8 0.0526 3.37 0.538 0.714 0.626
CLM5 [-] 38.5 38.7 0.241 32.8 0.0526 1.73 0.717 0.926 0.822
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.35
CLM4 [-] 7.61 6.74 0.0800 8.34 0.0114 -0.268 0.634 0.910 0.772
CLM4.5 [-] 2.26 1.89 0.152 8.34 0.0114 -1.12 0.444 0.398 0.421
CLM5 [-] 3.24 2.69 0.201 8.34 0.0114 -0.977 0.477 0.622 0.550
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.6
CLM4 [-] 10.9 10.4 0.214 10.6 0.0246 0.0746 0.549 0.640 0.595
CLM4.5 [-] 4.95 4.63 0.213 10.6 0.0246 -0.565 0.457 0.690 0.573
CLM5 [-] 12.3 11.7 0.363 10.6 0.0246 0.299 0.500 0.561 0.530
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 4.69
CLM4 [-] 0.798 0.806 0.0186 4.67 0.0241 -1.12 0.441 0.260 0.351
CLM4.5 [-] 3.11 3.09 0.0372 4.67 0.0241 -0.401 0.608 0.675 0.641
CLM5 [-] 4.17 4.12 0.0636 4.67 0.0241 -0.0436 0.581 0.798 0.689
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.8
CLM4 [-] 62.8 60.6 1.99 26.8 0.921 15.4 0.313 0.631 0.472
CLM4.5 [-] 54.1 52.1 1.81 26.8 0.921 13.0 0.392 0.824 0.608
CLM5 [-] 39.9 38.2 1.51 26.8 0.921 7.87 0.607 0.919 0.763
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 43.5
CLM4 [-] 26.8 26.1 0.0959 43.5 0.0288 -1.84 0.586 0.860 0.723
CLM4.5 [-] 31.7 31.0 0.174 43.5 0.0288 -1.27 0.588 0.855 0.721
CLM5 [-] 52.5 51.4 0.326 43.5 0.0288 1.03 0.493 0.626 0.560
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 32.0
CLM4 [-] 40.6 40.6 0.605 31.9 0.0804 0.794 0.564 0.774 0.669
CLM4.5 [-] 40.9 40.7 0.650 31.9 0.0804 0.833 0.516 0.737 0.626
CLM5 [-] 31.6 31.8 0.632 31.9 0.0804 0.262 0.606 0.861 0.734
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 21.1
CLM4 [-] 28.1 26.8 0.449 20.9 0.146 1.69 0.562 0.731 0.646
CLM4.5 [-] 22.9 21.6 0.529 20.9 0.146 1.10 0.491 0.656 0.574
CLM5 [-] 24.8 23.3 0.610 20.9 0.146 1.28 0.600 0.820 0.710
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.81
CLM4 [-] 0.743 0.815 0.0110 3.81 0.000319 -0.856 0.453 0.288 0.370
CLM4.5 [-] 3.24 3.34 0.0509 3.81 0.000319 -0.123 0.629 0.699 0.664
CLM5 [-] 6.88 7.17 0.0941 3.81 0.000319 1.03 0.512 0.754 0.633
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.16
CLM4 [-] 7.63 7.09 0.450 8.87 0.289 0.206 0.570 0.825 0.697
CLM4.5 [-] 7.65 7.05 0.527 8.87 0.289 0.239 0.580 0.838 0.709
CLM5 [-] 11.0 10.0 0.829 8.87 0.289 0.760 0.605 0.812 0.708
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.0
CLM4 [-] 5.40 5.21 0.116 12.0 0.0529 -0.977 0.535 0.665 0.600
CLM4.5 [-] 11.2 10.8 0.257 12.0 0.0529 0.212 0.629 0.849 0.739
CLM5 [-] 18.2 17.4 0.537 12.0 0.0529 1.77 0.466 0.349 0.407
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 368.
CLM4 [-] 467. 460. 6.82 363. 4.64 1.23 0.521 0.637 0.579
CLM4.5 [-] 453. 445. 8.16 363. 4.64 1.17 0.530 0.711 0.621
CLM5 [-] 487. 477. 9.77 363. 4.64 1.46 0.573 0.784 0.679
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.24
CLM4 [-] 1.32 1.18 0.143 1.23 0.00783 0.0265 0.555 0.774 0.665
CLM4.5 [-] 1.34 1.15 0.206 1.23 0.00783 0.0355 0.519 0.651 0.585
CLM5 [-] 1.55 1.22 0.341 1.23 0.00783 0.0659 0.507 0.738 0.623
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.62
CLM4 [-] 3.07 3.02 0.0260 5.59 0.0265 -0.391 0.590 0.695 0.643
CLM4.5 [-] 7.93 7.70 0.111 5.59 0.0265 0.446 0.602 0.865 0.733
CLM5 [-] 14.5 14.1 0.228 5.59 0.0265 1.60 0.345 0.405 0.375
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.21
CLM4 [-] 4.65 4.16 0.219 8.09 0.122 -0.578 0.464 0.538 0.501
CLM4.5 [-] 8.49 7.87 0.366 8.09 0.122 0.956 0.483 0.505 0.494
CLM5 [-] 10.2 9.46 0.474 8.09 0.122 1.74 0.539 0.599 0.569
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.8
CLM4 [-] 13.4 13.1 0.144 14.8 0.0147 -0.146 0.691 0.906 0.798
CLM4.5 [-] 14.7 14.3 0.191 14.8 0.0147 0.212 0.631 0.782 0.707
CLM5 [-] 12.0 11.7 0.182 14.8 0.0147 -0.425 0.652 0.870 0.761
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.1
CLM4 [-] 16.3 16.3 0.135 19.8 0.219 -0.452 0.595 0.782 0.688
CLM4.5 [-] 28.1 28.1 0.187 19.8 0.219 1.88 0.527 0.862 0.695
CLM5 [-] 43.6 43.6 0.247 19.8 0.219 4.91 0.403 0.721 0.562
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.04
CLM4 [-] 4.00 4.04 0.0137 7.99 0.0515 -0.912 0.516 0.275 0.396
CLM4.5 [-] 2.99 3.01 0.0287 7.99 0.0515 -1.13 0.487 0.259 0.373
CLM5 [-] 3.04 3.04 0.0352 7.99 0.0515 -1.10 0.511 0.490 0.500
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 88.9
CLM4 [-] 159. 158. 0.324 88.8 0.0655 8.54 0.467 0.552 0.510
CLM4.5 [-] 141. 141. 0.389 88.8 0.0655 6.54 0.547 0.736 0.641
CLM5 [-] 129. 128. 0.373 88.8 0.0655 5.00 0.646 0.945 0.795
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.09
CLM4 [-] 17.8 17.9 0.101 9.08 0.0128 1.48 0.405 0.245 0.325
CLM4.5 [-] 13.6 13.5 0.162 9.08 0.0128 0.827 0.473 0.282 0.377
CLM5 [-] 21.8 21.8 0.283 9.08 0.0128 2.13 0.323 0.298 0.311
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (intersection) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.45
CLM4 [-] 4.80 5.05 0.0796 2.40 0.0496 1.35 0.392 0.274 0.333
CLM4.5 [-] 5.01 5.08 0.102 2.40 0.0496 1.50 0.350 0.281 0.316
CLM5 [-] 6.26 6.15 0.140 2.40 0.0496 1.92 0.352 0.318 0.335

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS 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

All Models

Benchmark
Data not available
Data not available
CLM4
Data not available
Data not available
CLM4.5
Data not available
Data not available
CLM5
Data not available
Data not available

Data Information

  Approach: To convert the original data in0.25x0.25 to the final one at 0.5x0.5 degree resolution, Please see conversion steps listed in http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/readme_biomass. 3 codes below will be used in these steps. Code 1: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/read-GlobalCarbon.pro Code 2: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-GlobalCarbon.ncl Code 3: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/write-GlobalCarbon.ncl First, I used Code 1 to read above ground and below ground biomass carbon data in quater degree from the original geotiff file; then I used Code 2 to convert unit from the orignal unit of ton C per hectare to the final one of Kg C per m2, meanwhile I summed all available data points for both above and below ground data in each 0.5x0.5 grid cell to obtain the total biomass in 0.5x0.5 degree resolution; finally I used Code 3 to create the final file in netCDF format.

  Temporal resolution: climatology

  General information: This product was derived from global biomass carbon stocks data originally in 0.25x0.25 degree resolution.

  Spatial resolution: 0.5x0.5 degree

  Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/read-GlobalCarbon.pro http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-GlobalCarbon.ncl http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/write-GlobalCarbon.ncl