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 [-] 6.34
CESM2 [-] 8.01 7.14 0.773 6.34 0.191 0.498 0.605 0.841 0.723
CMCC-ESM2 [-] 5.23 4.49 0.738 6.03 0.501 -0.193 0.549 0.747 0.648
ELM_CN [-] 8.23 8.16 0.0728 6.14 0.206 0.331 0.637 0.881 0.759
ELM_CNP [-] 7.92 7.85 0.0727 6.14 0.206 0.277 0.643 0.847 0.745
IPSL-CM6A-LR [-] 6.95 6.21 0.820 6.14 0.288 0.507 0.589 0.841 0.715
MPI-ESM1-2-LR [-] 16.4 15.7 0.751 5.05 1.31 1.49 0.503 0.756 0.629
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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 [-] 36.8
CESM2 [-] 49.6 49.3 0.230 37.9 0.0273 1.02 0.472 0.640 0.556
CMCC-ESM2 [-] 27.6 27.4 0.176 37.9 0.0460 -0.886 0.589 0.867 0.728
ELM_CN [-] 43.6 43.6 0.00484 36.7 0.0999 0.623 0.654 0.901 0.777
ELM_CNP [-] 42.9 42.9 0.00453 36.7 0.0999 0.558 0.654 0.906 0.780
IPSL-CM6A-LR [-] 16.2 16.4 0.119 36.8 0.0144 -1.73 0.549 0.665 0.607
MPI-ESM1-2-LR [-] 20.0 18.9 0.220 36.6 0.266 -1.56 0.511 0.613 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 [-] 19.1
CESM2 [-] 46.8 46.7 0.290 19.0 0.240 3.11 0.364 0.551 0.458
CMCC-ESM2 [-] 27.5 27.3 0.329 18.8 0.394 0.875 0.560 0.879 0.720
ELM_CN [-] 30.6 30.5 0.0753 18.8 0.278 1.32 0.528 0.900 0.714
ELM_CNP [-] 29.6 29.5 0.0680 18.8 0.278 1.21 0.537 0.902 0.720
IPSL-CM6A-LR [-] 15.5 15.6 0.134 18.8 0.298 -0.216 0.615 0.825 0.720
MPI-ESM1-2-LR [-] 24.8 25.7 0.314 18.2 0.910 0.831 0.549 0.857 0.703
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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 [-] 7.57
CESM2 [-] 8.60 7.96 0.447 7.28 0.0545 1.08 0.563 0.666 0.614
CMCC-ESM2 [-] 8.39 6.54 1.43 7.27 0.0717 -0.264 0.539 0.729 0.634
ELM_CN [-] 11.4 11.4 7.45 0.118 1.60 0.588 0.661 0.624
ELM_CNP [-] 11.0 11.0 7.45 0.118 1.42 0.599 0.690 0.644
IPSL-CM6A-LR [-] 6.89 6.69 0.803 7.56 0.132 0.832 0.592 0.773 0.683
MPI-ESM1-2-LR [-] 5.70 6.39 0.276 6.11 1.45 0.149 0.542 0.799 0.670
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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 [-] 34.1
CESM2 [-] 32.8 31.5 0.929 33.6 0.0915 0.113 0.579 0.847 0.713
CMCC-ESM2 [-] 32.0 29.9 1.84 33.5 0.258 -0.217 0.579 0.851 0.715
ELM_CN [-] 39.7 39.6 0.0825 33.7 0.406 0.356 0.592 0.898 0.745
ELM_CNP [-] 38.9 38.8 0.0797 33.7 0.406 0.308 0.595 0.900 0.747
IPSL-CM6A-LR [-] 14.3 12.9 0.552 34.0 0.125 -0.951 0.519 0.534 0.526
MPI-ESM1-2-LR [-] 23.7 21.9 1.25 32.3 1.82 -0.567 0.512 0.647 0.579
Download Data
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 [-] 28.1
CESM2 [-] 40.2 37.9 1.80 26.7 1.53 7.80 0.603 0.917 0.760
CMCC-ESM2 [-] 66.1 55.1 10.1 27.4 0.812 6.65 0.617 0.888 0.753
ELM_CN [-] 44.1 44.1 26.3 1.84 7.09 0.561 0.815 0.688
ELM_CNP [-] 41.7 41.7 26.3 1.84 6.06 0.583 0.843 0.713
IPSL-CM6A-LR [-] 29.5 24.8 3.47 27.7 0.435 4.34 0.706 0.712 0.709
MPI-ESM1-2-LR [-] 20.5 18.9 1.86 17.4 10.7 0.786 0.721 0.808 0.765
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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 [-] 13.6
CESM2 [-] 21.0 20.1 0.628 13.5 0.0773 1.76 0.472 0.356 0.414
CMCC-ESM2 [-] 14.9 13.5 1.19 13.5 0.139 0.00289 0.638 0.881 0.760
ELM_CN [-] 20.2 20.1 0.0485 13.4 0.240 1.22 0.573 0.827 0.700
ELM_CNP [-] 18.5 18.4 0.0486 13.4 0.240 0.910 0.567 0.803 0.685
IPSL-CM6A-LR [-] 11.3 10.6 0.358 13.5 0.0788 -0.0478 0.627 0.865 0.746
MPI-ESM1-2-LR [-] 10.7 10.1 0.347 12.5 1.12 -0.423 0.605 0.859 0.732
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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 [-] 364.
CESM2 [-] 489. 479. 7.75 362. 2.19 1.46 0.573 0.786 0.679
CMCC-ESM2 [-] 437. 416. 18.3 361. 3.14 0.438 0.579 0.818 0.698
ELM_CN [-] 622. 621. 1.04 360. 4.31 2.34 0.539 0.629 0.584
ELM_CNP [-] 569. 568. 1.01 360. 4.31 1.87 0.570 0.753 0.661
IPSL-CM6A-LR [-] 313. 304. 7.15 362. 2.07 -0.0328 0.650 0.869 0.760
MPI-ESM1-2-LR [-] 387. 378. 7.51 337. 27.2 0.377 0.625 0.864 0.744
Download Data
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 [-] 1.17
CESM2 [-] 1.61 1.31 0.279 1.14 0.0262 0.179 0.506 0.626 0.566
CMCC-ESM2 [-] 1.92 1.56 0.335 1.10 0.0674 0.110 0.543 0.772 0.658
ELM_CN [-] 2.50 2.45 0.0560 1.11 0.0615 0.373 0.518 0.697 0.608
ELM_CNP [-] 2.38 2.33 0.0540 1.11 0.0615 0.339 0.531 0.724 0.627
IPSL-CM6A-LR [-] 0.679 0.869 0.0738 1.11 0.0540 0.0495 0.557 0.790 0.673
MPI-ESM1-2-LR [-] 0.889 0.631 0.174 0.854 0.314 -0.0616 0.477 0.514 0.496
Download Data
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 [-] 26.7
CESM2 [-] 27.1 24.2 0.494 26.6 0.0438 -0.137 0.637 0.889 0.763
CMCC-ESM2 [-] 29.4 25.5 0.936 26.6 0.0392 -0.114 0.534 0.779 0.657
ELM_CN [-] 54.8 54.4 0.402 26.4 0.294 3.21 0.433 0.392 0.413
ELM_CNP [-] 46.2 45.8 0.385 26.4 0.294 2.24 0.506 0.550 0.528
IPSL-CM6A-LR [-] 25.8 25.6 0.536 26.6 0.0306 0.0516 0.720 0.914 0.817
MPI-ESM1-2-LR [-] 23.1 21.2 0.507 25.3 1.30 -0.496 0.661 0.885 0.773
Download Data
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 [-] 28.3
CESM2 [-] 44.1 40.1 0.477 28.2 0.0700 5.11 0.636 0.934 0.785
CMCC-ESM2 [-] 49.1 42.9 2.13 28.1 0.188 5.01 0.588 0.807 0.697
ELM_CN [-] 58.1 58.1 28.1 0.196 10.6 0.461 0.578 0.520
ELM_CNP [-] 54.0 54.0 28.1 0.196 9.18 0.496 0.692 0.594
IPSL-CM6A-LR [-] 26.7 26.7 0.564 28.3 0.0666 0.447 0.692 0.841 0.767
MPI-ESM1-2-LR [-] 33.4 30.6 0.336 26.9 1.41 1.35 0.728 0.883 0.805
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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 [-] 31.5
CESM2 [-] 33.9 33.4 0.695 30.5 0.349 0.979 0.633 0.880 0.757
CMCC-ESM2 [-] 37.1 33.3 4.04 30.7 0.167 0.321 0.562 0.824 0.693
ELM_CN [-] 46.4 46.3 0.0314 31.1 0.402 1.99 0.612 0.870 0.741
ELM_CNP [-] 45.7 45.6 0.0323 31.1 0.402 1.89 0.616 0.875 0.746
IPSL-CM6A-LR [-] 26.2 24.7 1.87 31.4 0.122 -0.181 0.645 0.839 0.742
MPI-ESM1-2-LR [-] 31.9 31.6 1.44 30.3 1.24 0.191 0.522 0.817 0.669
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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 [-] 23.7
CESM2 [-] 24.6 26.7 0.293 23.7 0.0475 0.396 0.635 0.901 0.768
CMCC-ESM2 [-] 19.6 22.2 0.348 23.7 0.0195 -0.189 0.539 0.819 0.679
ELM_CN [-] 52.4 52.3 0.147 23.6 0.0807 3.13 0.444 0.460 0.452
ELM_CNP [-] 42.1 41.9 0.146 23.6 0.0807 2.00 0.559 0.729 0.644
IPSL-CM6A-LR [-] 29.3 28.6 0.420 23.7 0.0216 0.664 0.665 0.881 0.773
MPI-ESM1-2-LR [-] 30.2 31.2 0.230 23.3 0.563 0.909 0.625 0.901 0.763
Download Data
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 [-] 72.3
CESM2 [-] 113. 116. 0.571 72.2 0.0879 3.13 0.598 0.865 0.732
CMCC-ESM2 [-] 90.8 93.5 1.24 72.2 0.123 1.35 0.600 0.818 0.709
ELM_CN [-] 160. 160. 0.00396 72.2 0.140 5.87 0.481 0.561 0.521
ELM_CNP [-] 139. 139. 0.00396 72.2 0.140 4.52 0.539 0.729 0.634
IPSL-CM6A-LR [-] 86.0 84.5 0.781 72.2 0.0448 1.05 0.732 0.910 0.821
MPI-ESM1-2-LR [-] 106. 108. 1.06 71.6 0.693 2.43 0.738 0.908 0.823
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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 [-] 27.3
CESM2 [-] 24.5 24.0 0.252 27.4 0.0588 -0.192 0.577 0.849 0.713
CMCC-ESM2 [-] 26.7 25.5 0.800 27.4 0.0410 -0.233 0.548 0.824 0.686
ELM_CN [-] 34.1 34.1 0.00156 27.0 0.284 0.836 0.600 0.890 0.745
ELM_CNP [-] 33.6 33.6 0.00156 27.0 0.284 0.778 0.603 0.890 0.746
IPSL-CM6A-LR [-] 16.1 15.2 0.241 27.1 0.151 -1.14 0.630 0.585 0.608
MPI-ESM1-2-LR [-] 33.3 31.1 0.375 26.7 0.585 0.535 0.634 0.792 0.713

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
CESM2
Data not available
Data not available
CMCC-ESM2
Data not available
Data not available
ELM_CN
Data not available
Data not available
ELM_CNP
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MPI-ESM1-2-LR
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