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 0.65 0.81 0.73
CLM4.5 [-] 45.4 45.4 0.214 38.7 0.0457 1.81 0.61 0.78 0.69
CLM5 [-] 38.5 38.7 0.202 38.7 0.0457 0.293 0.77 0.95 0.86
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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 0.58 0.88 0.73
CLM4.5 [-] 2.26 2.02 0.0241 11.9 0.0196 -1.47 0.43 0.38 0.40
CLM5 [-] 3.25 2.85 0.0430 11.9 0.0196 -1.35 0.45 0.59 0.52
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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 0.53 0.84 0.68
CLM4.5 [-] 4.94 4.60 0.227 24.5 0.0612 -2.04 0.44 0.70 0.57
CLM5 [-] 12.3 11.7 0.367 24.5 0.0612 -1.21 0.51 0.80 0.65
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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 0.45 0.68 0.57
CLM4.5 [-] 54.1 51.6 2.16 35.7 1.10 10.3 0.53 0.87 0.70
CLM5 [-] 39.9 37.9 1.80 35.7 1.10 5.14 0.72 0.92 0.82
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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 0.58 0.64 0.61
CLM4.5 [-] 40.9 30.9 10.3 38.3 0.0891 -0.477 0.53 0.60 0.57
CLM5 [-] 31.6 23.2 9.15 38.3 0.0891 -1.53 0.59 0.80 0.69
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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 0.61 0.86 0.73
CLM4.5 [-] 22.9 21.6 0.572 43.4 0.257 -2.15 0.53 0.79 0.66
CLM5 [-] 24.8 23.2 0.670 43.4 0.257 -1.98 0.61 0.89 0.75
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 [-] 13.7
CLM4 [-] 7.61 1.66 5.85 13.5 0.139 -1.85 0.42 0.58 0.50
CLM4.5 [-] 7.63 1.55 6.01 13.5 0.139 -1.85 0.41 0.54 0.48
CLM5 [-] 11.0 3.66 7.16 13.5 0.139 -1.38 0.44 0.64 0.54
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 [-] 352.
CLM4 [-] 467. 376. 90.9 348. 3.81 0.986 0.54 0.63 0.58
CLM4.5 [-] 452. 327. 125. 348. 3.81 0.359 0.54 0.70 0.62
CLM5 [-] 486. 309. 178. 348. 3.81 0.0653 0.64 0.85 0.75
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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 0.39 0.011 0.20
CLM4.5 [-] 1.34 0.119 1.24 2.53 0.00250 -1.08 0.39 0.020 0.20
CLM5 [-] 1.55 0.211 1.35 2.53 0.00250 -1.04 0.39 0.021 0.21
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 [-] 11.1
CLM4 [-] 4.64 4.09 0.284 10.9 0.149 -1.52 0.45 0.66 0.56
CLM4.5 [-] 8.47 7.78 0.434 10.9 0.149 0.0277 0.54 0.68 0.61
CLM5 [-] 10.2 9.38 0.547 10.9 0.149 0.813 0.61 0.77 0.69
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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 0.64 0.77 0.70
CLM4.5 [-] 14.7 1.63 12.9 1.52 0.0247 0.864 0.60 0.76 0.68
CLM5 [-] 11.9 1.32 10.5 1.52 0.0247 0.434 0.55 0.68 0.62
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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 0.00 -0.388 0.49 0.19 0.34
CLM4.5 [-] 2.99 0.0814 2.95 0.219 0.00 -0.445 0.47 0.13 0.30
CLM5 [-] 3.04 0.0844 2.99 0.219 0.00 -0.433 0.47 0.082 0.27
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 0.51 0.49 0.50
CLM4.5 [-] 141. 141. 0.404 100. 0.0690 5.17 0.59 0.67 0.63
CLM5 [-] 128. 128. 0.396 100. 0.0690 3.63 0.71 0.92 0.81
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 [-] 18.4
CLM4 [-] 17.8 17.9 0.122 18.4 0.0281 0.0899 0.55 0.53 0.54
CLM4.5 [-] 13.5 13.4 0.195 18.4 0.0281 -0.573 0.52 0.57 0.54
CLM5 [-] 21.8 21.8 0.347 18.4 0.0281 0.735 0.55 0.58 0.56
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 0.49 0.50 0.49
CLM4.5 [-] 5.00 5.06 0.113 7.15 0.128 -0.0225 0.47 0.51 0.49
CLM5 [-] 6.25 6.14 0.145 7.15 0.128 0.387 0.52 0.57 0.55

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
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.