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 [-] 38.7
CLM4 [-] 49.5 50.3 0.175 38.7 0.0457 2.84 0.647 0.812 0.729
CLM4.5 [-] 45.4 45.4 0.214 38.7 0.0457 1.81 0.606 0.776 0.691
CLM5 [-] 38.5 38.7 0.202 38.7 0.0457 0.293 0.774 0.952 0.863
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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 [-] 11.9
CLM4 [-] 7.62 6.82 0.00883 11.9 0.0196 -0.754 0.580 0.883 0.731
CLM4.5 [-] 2.26 2.02 0.0241 11.9 0.0196 -1.47 0.428 0.379 0.404
CLM5 [-] 3.25 2.85 0.0430 11.9 0.0196 -1.35 0.454 0.594 0.524
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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 [-] 24.6
CLM4 [-] 10.9 10.4 0.239 24.5 0.0612 -1.42 0.526 0.842 0.684
CLM4.5 [-] 4.94 4.60 0.227 24.5 0.0612 -2.04 0.441 0.697 0.569
CLM5 [-] 12.3 11.7 0.367 24.5 0.0612 -1.21 0.507 0.799 0.653
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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
CLM4 [-] 62.7 60.1 2.37 35.7 1.10 12.8 0.454 0.682 0.568
CLM4.5 [-] 54.1 51.6 2.16 35.7 1.10 10.3 0.535 0.872 0.703
CLM5 [-] 39.9 37.9 1.80 35.7 1.10 5.14 0.715 0.918 0.817
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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 [-] 38.4
CLM4 [-] 40.6 30.7 10.5 38.3 0.0891 -0.539 0.580 0.644 0.612
CLM4.5 [-] 40.9 30.9 10.3 38.3 0.0891 -0.477 0.530 0.603 0.567
CLM5 [-] 31.6 23.2 9.15 38.3 0.0891 -1.53 0.586 0.801 0.694
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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 [-] 43.7
CLM4 [-] 28.1 26.8 0.491 43.4 0.257 -1.57 0.607 0.856 0.731
CLM4.5 [-] 22.9 21.6 0.572 43.4 0.257 -2.15 0.527 0.785 0.656
CLM5 [-] 24.8 23.2 0.670 43.4 0.257 -1.98 0.606 0.890 0.748
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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
CLM4 [-] 7.61 1.66 5.85 13.5 0.139 -1.85 0.418 0.581 0.499
CLM4.5 [-] 7.63 1.55 6.01 13.5 0.139 -1.85 0.413 0.544 0.479
CLM5 [-] 11.0 3.66 7.16 13.5 0.139 -1.38 0.445 0.638 0.541
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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 [-] 352.
CLM4 [-] 467. 376. 90.9 348. 3.81 0.986 0.539 0.628 0.583
CLM4.5 [-] 452. 327. 125. 348. 3.81 0.359 0.537 0.704 0.621
CLM5 [-] 486. 309. 178. 348. 3.81 0.0653 0.638 0.854 0.746
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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 [-] 2.53
CLM4 [-] 1.32 0.117 1.21 2.53 0.00250 -1.09 0.385 0.0111 0.198
CLM4.5 [-] 1.34 0.119 1.24 2.53 0.00250 -1.08 0.385 0.0203 0.203
CLM5 [-] 1.55 0.211 1.35 2.53 0.00250 -1.04 0.395 0.0211 0.208
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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 [-] 11.1
CLM4 [-] 4.64 4.09 0.284 10.9 0.149 -1.52 0.455 0.665 0.560
CLM4.5 [-] 8.47 7.78 0.434 10.9 0.149 0.0277 0.535 0.684 0.610
CLM5 [-] 10.2 9.38 0.547 10.9 0.149 0.813 0.607 0.775 0.691
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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 [-] 1.55
CLM4 [-] 13.4 2.27 11.0 1.52 0.0247 1.54 0.638 0.767 0.703
CLM4.5 [-] 14.7 1.63 12.9 1.52 0.0247 0.864 0.600 0.764 0.682
CLM5 [-] 11.9 1.32 10.5 1.52 0.0247 0.434 0.550 0.683 0.617
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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 [-] 0.219
CLM4 [-] 3.99 0.100 3.95 0.219 -0.388 0.491 0.192 0.341
CLM4.5 [-] 2.99 0.0814 2.95 0.219 -0.445 0.467 0.128 0.297
CLM5 [-] 3.04 0.0844 2.99 0.219 -0.433 0.468 0.0819 0.275
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 [-] 100.
CLM4 [-] 159. 158. 0.331 100. 0.0690 7.20 0.511 0.493 0.502
CLM4.5 [-] 141. 141. 0.404 100. 0.0690 5.17 0.585 0.674 0.630
CLM5 [-] 128. 128. 0.396 100. 0.0690 3.63 0.709 0.919 0.814
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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 [-] 18.4
CLM4 [-] 17.8 17.9 0.122 18.4 0.0281 0.0899 0.547 0.530 0.539
CLM4.5 [-] 13.5 13.4 0.195 18.4 0.0281 -0.573 0.515 0.570 0.543
CLM5 [-] 21.8 21.8 0.347 18.4 0.0281 0.735 0.546 0.579 0.563
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 [-] 7.28
CLM4 [-] 4.80 5.04 0.0866 7.15 0.128 -0.164 0.492 0.496 0.494
CLM4.5 [-] 5.00 5.06 0.113 7.15 0.128 -0.0225 0.468 0.509 0.488
CLM5 [-] 6.25 6.14 0.145 7.15 0.128 0.387 0.524 0.568 0.546

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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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
Data not available
CLM4
Data not available
Data not available
CLM4.5
Data not available
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CLM5
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)

  institute_id: NASA-JPL

  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

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

  Conventions: CF-1.6

  product: observations

  data_structure: grid

  realm: land

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

  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.