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 [-] 13.7
CESM2 [-] 7.99 3.76 4.14 13.5 0.172 -1.33 0.444 0.597 0.520
CMCC-ESM2 [-] 5.20 1.49 3.71 13.4 0.336 -1.93 0.405 0.507 0.456
ELM_CN [-] 8.16 4.99 3.17 13.5 0.237 -1.38 0.517 0.819 0.668
ELM_CNP [-] 7.86 4.93 2.93 13.5 0.237 -1.40 0.518 0.842 0.680
IPSL-CM6A-LR [-] 6.93 3.89 3.11 13.6 0.139 -1.21 0.473 0.594 0.534
MPI-ESM1-2-LR [-] 16.4 13.4 2.97 12.6 1.08 0.118 0.681 0.676 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 [-] 10.3
CESM2 [-] 8.59 7.92 0.476 9.93 0.106 0.160 0.618 0.833 0.725
CMCC-ESM2 [-] 8.38 6.47 1.50 9.92 0.120 -1.18 0.557 0.840 0.698
ELM_CN [-] 11.4 11.4 10.1 0.224 0.647 0.666 0.841 0.754
ELM_CNP [-] 11.0 11.0 10.1 0.224 0.468 0.673 0.866 0.769
IPSL-CM6A-LR [-] 6.89 6.66 0.833 10.2 0.231 -0.0601 0.598 0.868 0.733
MPI-ESM1-2-LR [-] 5.70 6.37 0.292 8.25 2.08 -0.749 0.534 0.672 0.603
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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 [-] 24.2
CESM2 [-] 32.8 11.9 20.5 25.2 0.0842 -1.63 0.493 0.570 0.532
CMCC-ESM2 [-] 32.0 13.0 18.7 25.0 0.193 -1.89 0.486 0.608 0.547
ELM_CN [-] 39.7 15.5 24.2 23.8 0.312 -1.31 0.529 0.537 0.533
ELM_CNP [-] 38.9 15.1 23.9 23.8 0.312 -1.38 0.530 0.548 0.539
IPSL-CM6A-LR [-] 14.3 5.89 7.55 24.0 0.113 -2.56 0.479 0.796 0.637
MPI-ESM1-2-LR [-] 23.7 11.1 12.1 23.0 1.16 -1.93 0.504 0.687 0.596
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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 [-] 37.5
CESM2 [-] 40.2 37.6 2.09 35.6 1.95 5.16 0.714 0.918 0.816
CMCC-ESM2 [-] 66.0 53.3 11.8 36.6 1.05 4.13 0.698 0.919 0.808
ELM_CN [-] 44.1 44.1 35.0 2.55 4.02 0.707 0.784 0.746
ELM_CNP [-] 41.7 41.7 35.0 2.55 3.00 0.724 0.812 0.768
IPSL-CM6A-LR [-] 29.5 24.3 4.02 36.9 0.594 1.81 0.699 0.653 0.676
MPI-ESM1-2-LR [-] 20.4 18.7 2.04 22.7 14.8 -2.05 0.696 0.812 0.754
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 [-] 349.
CESM2 [-] 488. 309. 178. 347. 2.11 0.0359 0.639 0.856 0.747
CMCC-ESM2 [-] 436. 295. 139. 346. 2.69 -0.764 0.578 0.813 0.695
ELM_CN [-] 622. 460. 161. 344. 4.58 1.83 0.591 0.589 0.590
ELM_CNP [-] 569. 412. 156. 344. 4.58 1.09 0.626 0.727 0.677
IPSL-CM6A-LR [-] 313. 234. 75.9 347. 1.46 -1.01 0.661 0.906 0.784
MPI-ESM1-2-LR [-] 387. 277. 109. 319. 30.2 -0.657 0.651 0.906 0.778
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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 [-] 0.216
CESM2 [-] 1.60 0.0207 1.57 0.215 0.000273 -0.410 0.387 0.0454 0.216
CMCC-ESM2 [-] 1.91 0.0167 1.87 0.215 0.000783 -0.414 0.383 0.0304 0.207
ELM_CN [-] 2.49 0.00323 2.49 0.215 0.00107 -0.529 0.371 0.00646 0.189
ELM_CNP [-] 2.38 0.00293 2.37 0.215 0.00107 -0.529 0.370 0.00635 0.188
IPSL-CM6A-LR [-] 0.675 0.000791 0.936 0.216 3.83e-05 -0.490 0.369 6.33e-05 0.184
MPI-ESM1-2-LR [-] 0.883 0.00691 0.793 0.197 0.0191 -0.484 0.377 0.00258 0.190
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 [-] 34.3
CESM2 [-] 27.1 24.4 0.294 34.3 0.0601 -0.826 0.649 0.929 0.789
CMCC-ESM2 [-] 29.4 25.6 0.815 34.3 0.0537 -0.813 0.554 0.844 0.699
ELM_CN [-] 54.9 54.8 0.0330 34.0 0.376 2.03 0.509 0.459 0.484
ELM_CNP [-] 46.3 46.3 0.0316 34.0 0.376 1.21 0.575 0.627 0.601
IPSL-CM6A-LR [-] 25.8 25.7 0.447 34.3 0.0503 -0.666 0.687 0.887 0.787
MPI-ESM1-2-LR [-] 23.1 21.4 0.299 32.6 1.69 -1.11 0.610 0.838 0.724
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 [-] 30.6
CESM2 [-] 44.0 40.0 0.501 30.5 0.0685 4.27 0.693 0.932 0.812
CMCC-ESM2 [-] 49.0 42.7 2.20 30.4 0.205 4.15 0.612 0.763 0.687
ELM_CN [-] 58.0 58.0 30.4 0.244 9.79 0.504 0.504 0.504
ELM_CNP [-] 54.0 54.0 30.4 0.244 8.39 0.533 0.619 0.576
IPSL-CM6A-LR [-] 26.7 26.6 0.619 30.5 0.0643 -0.325 0.763 0.908 0.836
MPI-ESM1-2-LR [-] 33.3 30.4 0.373 28.9 1.68 0.557 0.790 0.931 0.861
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 [-] 57.3
CESM2 [-] 33.9 33.3 0.781 55.7 0.502 -2.12 0.637 0.910 0.774
CMCC-ESM2 [-] 37.1 32.8 4.56 55.9 0.315 -2.74 0.567 0.854 0.711
ELM_CN [-] 46.4 46.4 0.000890 56.6 0.708 -1.20 0.688 0.915 0.801
ELM_CNP [-] 45.7 45.6 0.000790 56.6 0.708 -1.30 0.688 0.919 0.803
IPSL-CM6A-LR [-] 26.1 24.5 2.03 57.1 0.190 -3.19 0.576 0.799 0.687
MPI-ESM1-2-LR [-] 31.9 31.3 1.69 54.8 2.49 -2.91 0.554 0.837 0.695
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 [-] 38.4
CESM2 [-] 24.6 26.7 0.255 38.3 0.0792 -1.10 0.623 0.915 0.769
CMCC-ESM2 [-] 19.6 22.2 0.324 38.3 0.0313 -1.66 0.529 0.832 0.681
ELM_CN [-] 52.4 52.3 0.0105 38.2 0.151 1.50 0.576 0.500 0.538
ELM_CNP [-] 42.0 41.9 0.0105 38.2 0.151 0.406 0.667 0.770 0.718
IPSL-CM6A-LR [-] 29.2 28.6 0.364 38.3 0.0378 -0.840 0.689 0.877 0.783
MPI-ESM1-2-LR [-] 30.2 31.3 0.153 37.5 0.992 -0.639 0.631 0.916 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 [-] 95.5
CESM2 [-] 113. 116. 0.647 95.3 0.198 1.60 0.668 0.878 0.773
CMCC-ESM2 [-] 90.7 93.2 1.40 95.2 0.294 -0.175 0.605 0.818 0.712
ELM_CN [-] 160. 160. 0.00147 95.2 0.324 4.31 0.575 0.567 0.571
ELM_CNP [-] 139. 139. 0.00132 95.2 0.324 2.97 0.625 0.738 0.681
IPSL-CM6A-LR [-] 85.9 84.3 0.833 95.4 0.132 -0.463 0.723 0.925 0.824
MPI-ESM1-2-LR [-] 106. 108. 1.15 93.8 1.68 0.929 0.724 0.930 0.827
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 [-] 0.794
CESM2 [-] 24.5 0.959 23.3 1.09 0.00 0.107 0.505 0.696 0.601
CMCC-ESM2 [-] 26.7 1.36 24.9 1.09 0.00 0.387 0.575 0.775 0.675
ELM_CN [-] 34.1 2.45 31.6 0.792 0.00223 2.28 0.564 0.534 0.549
ELM_CNP [-] 33.6 2.44 31.2 0.792 0.00223 2.26 0.565 0.536 0.551
IPSL-CM6A-LR [-] 16.1 1.34 14.0 0.794 0.00 1.09 0.604 0.680 0.642
MPI-ESM1-2-LR [-] 33.2 2.73 28.7 0.788 0.00563 2.73 0.515 0.561 0.538

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

Data Information

  Title:
Global Tropical Forest Biomass

  Institution:
NASA-JPL (NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California 91109, USA)

  Source:
4079 in situ inventory plots, satellite light detection and ranging (LiDAR) samples of forest structure, and optical and microwave imagery (1-km resolution) to extrapolate estimates

  History:
2015-01-08-T06:37:41Z Converted from 1 km x 1 km to 0.5 degree x 0.5 degree by Mingquan Mu (mmu@uci.edu) on Fri Jan 9 10:37:41 PST 2015

  References:
Saatchi, S. S., N. L. Harris, S. Brown, M. Lefsky, E. T. A. Mitchard, W. Salas, B. R. Zutta, W. Buermann, S. L. Lewis, S. Hagen, S. Petrova, L. White, M. Silman, and A. Morel (2011), Benchmark map of forest carbon stocks in tropical regions across three continents, Proc. Nat. Acad. Sci., 108(24):9899-9904, doi:10.1073/pnas.1019576108.

  Conventions:
CF-1.6

  Institute_id:
NASA-JPL

  Creation_date:
2015-01-08-T06:37:41Z

  Product:
observations

  Data_structure:
grid

  Realm:
land

  Contact:
Prof. James T. Randerson (jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu)