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
CLM4 [-] 4.43 1.49 2.84 13.5 0.172 -1.82 0.41 0.63 0.52
CLM4.5 [-] 5.19 1.72 3.37 13.5 0.172 -1.79 0.41 0.65 0.53
CLM5 [-] 8.23 4.36 3.74 13.5 0.172 -1.24 0.46 0.57 0.51
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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
CLM4 [-] 4.03 3.43 0.292 9.93 0.106 -1.77 0.48 0.73 0.60
CLM4.5 [-] 9.75 9.03 0.466 9.93 0.106 0.567 0.52 0.66 0.59
CLM5 [-] 10.2 9.43 0.529 9.93 0.106 0.818 0.59 0.76 0.67
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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
CLM4 [-] 36.6 13.3 23.1 25.2 0.0842 -1.27 0.45 0.38 0.42
CLM4.5 [-] 35.6 12.9 22.3 25.2 0.0842 -1.37 0.43 0.39 0.41
CLM5 [-] 37.8 11.0 26.3 25.2 0.0842 -1.68 0.46 0.48 0.47
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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
CLM4 [-] 79.5 74.7 3.79 35.6 1.95 18.7 0.32 0.57 0.44
CLM4.5 [-] 67.5 63.1 3.39 35.6 1.95 14.7 0.40 0.82 0.61
CLM5 [-] 49.7 46.5 2.61 35.6 1.95 8.53 0.61 0.93 0.77
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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 [-] 582. 459. 123. 348. 3.81 2.37 0.47 0.48 0.48
CLM4.5 [-] 559. 404. 156. 348. 3.81 1.57 0.46 0.57 0.51
CLM5 [-] 589. 355. 233. 348. 3.81 0.826 0.59 0.77 0.68
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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
CLM4 [-] 1.46 0.00875 1.44 0.215 0.000273 -0.437 0.38 0.0062 0.19
CLM4.5 [-] 1.89 0.0235 1.85 0.215 0.000273 -0.405 0.39 0.058 0.22
CLM5 [-] 1.86 0.0260 1.82 0.215 0.000273 -0.400 0.39 0.053 0.22
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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 [-] 34.3
CLM4 [-] 41.8 38.0 0.222 34.3 0.0601 0.461 0.55 0.73 0.64
CLM4.5 [-] 36.9 32.6 0.274 34.3 0.0601 -0.0322 0.44 0.63 0.54
CLM5 [-] 29.2 26.3 0.282 34.3 0.0601 -0.644 0.61 0.90 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 [-] 30.6
CLM4 [-] 67.4 60.1 0.539 30.5 0.0685 11.1 0.38 0.46 0.42
CLM4.5 [-] 60.4 54.1 0.608 30.5 0.0685 9.13 0.40 0.55 0.47
CLM5 [-] 51.2 46.4 0.565 30.5 0.0685 6.46 0.59 0.87 0.73
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
CLM4 [-] 45.8 45.5 0.694 55.7 0.502 -0.620 0.65 0.84 0.74
CLM4.5 [-] 39.5 39.0 0.793 55.7 0.502 -1.31 0.54 0.74 0.64
CLM5 [-] 35.1 34.4 0.874 55.7 0.502 -1.92 0.61 0.88 0.74
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
CLM4 [-] 34.9 38.3 0.0908 38.3 0.0792 -0.00715 0.51 0.65 0.58
CLM4.5 [-] 28.5 32.3 0.106 38.3 0.0792 -0.602 0.45 0.61 0.53
CLM5 [-] 31.4 33.8 0.257 38.3 0.0792 -0.394 0.62 0.87 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 [-] 95.5
CLM4 [-] 166. 172. 0.375 95.3 0.198 5.20 0.43 0.45 0.44
CLM4.5 [-] 141. 146. 0.485 95.3 0.198 3.52 0.47 0.59 0.53
CLM5 [-] 128. 132. 0.703 95.3 0.198 2.66 0.60 0.79 0.70
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
CLM4 [-] 31.1 2.76 28.1 1.09 0.00 2.20 0.49 0.41 0.45
CLM4.5 [-] 35.5 2.97 32.2 1.09 0.00 2.47 0.47 0.35 0.41
CLM5 [-] 35.4 2.94 32.0 1.09 0.00 2.46 0.44 0.36 0.40

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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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
Data not available
CLM5
Data not available
Data not available

Data Information

  _NCProperties: version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.17

  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.