Mean State

Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.77
CLM-CRUJRA [-] 108. 0.586 5.77 107. -3.89 0.401 0.666 0.533
CLM-GSWP3 [-] 89.8 1.60 5.77 87.7 -3.10 0.466 0.585 0.525
CLM-Princeton [-] 139. 2.61 5.77 135. -2.35 0.532 0.510 0.521
ISBA-CTRIP-CRUJRA [-] 56.7 0.599 5.77 56.8 -3.75 0.408 0.582 0.495
ISBA-CTRIP-GSWP3 [-] 50.8 0.759 5.77 50.7 -3.60 0.409 0.468 0.438
ISBA-CTRIP-Princeton [-] 76.6 0.915 5.77 76.7 -3.46 0.415 0.386 0.401
JSBACH-CRUJRA [-] 24.6 0.535 5.77 24.2 -3.94 0.401 0.685 0.543
JSBACH-GSWP3 [-] 36.9 1.21 5.77 35.5 -3.42 0.438 0.633 0.536
JSBACH-Princeton [-] 47.3 1.41 5.77 46.7 -3.29 0.447 0.526 0.487
Mean-CRUJRA [-] 62.2 0.565 5.77 63.4 -3.91 0.404 0.651 0.527
Mean-GSWP3 [-] 57.7 1.18 5.77 58.4 -3.45 0.454 0.786 0.620
Mean-Princeton [-] 86.0 1.58 5.77 87.0 -3.15 0.483 0.735 0.609
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Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 349.
CLM-CRUJRA [-] 720. 441. 347. 274. 2.11 1.31 0.579 0.758 0.669
CLM-GSWP3 [-] 577. 352. 347. 219. 2.11 0.0359 0.639 0.856 0.747
CLM-Princeton [-] 811. 469. 347. 339. 2.11 1.71 0.568 0.731 0.649
ISBA-CTRIP-CRUJRA [-] 739. 485. 349. 247. 0.294 1.92 0.625 0.800 0.713
ISBA-CTRIP-GSWP3 [-] 663. 429. 349. 228. 0.294 1.13 0.673 0.863 0.768
ISBA-CTRIP-Princeton [-] 850. 527. 349. 315. 0.294 2.51 0.603 0.768 0.686
JSBACH-CRUJRA [-] 354. 288. 319. 64.4 30.2 -0.488 0.633 0.896 0.765
JSBACH-GSWP3 [-] 387. 277. 319. 109. 30.2 -0.657 0.651 0.906 0.778
JSBACH-Princeton [-] 452. 320. 319. 130. 30.2 0.0298 0.645 0.895 0.770
Mean-CRUJRA [-] 672. 435. 349. 237. 0.334 1.21 0.652 0.846 0.749
Mean-GSWP3 [-] 604. 380. 349. 224. 0.334 0.443 0.699 0.910 0.805
Mean-Princeton [-] 780. 472. 349. 308. 0.334 1.74 0.641 0.831 0.736
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.1
CLM-CRUJRA [-] 7.31 5.15 20.0 1.59 0.0870 -0.923 0.452 0.345 0.398
CLM-GSWP3 [-] 5.04 3.55 20.0 1.22 0.0870 -1.02 0.423 0.197 0.310
CLM-Princeton [-] 6.54 4.47 20.0 1.46 0.0870 -0.965 0.441 0.373 0.407
ISBA-CTRIP-CRUJRA [-] 9.97 7.33 20.1 2.48 0.0246 -0.769 0.456 0.684 0.570
ISBA-CTRIP-GSWP3 [-] 9.19 6.71 20.1 2.36 0.0246 -0.807 0.456 0.680 0.568
ISBA-CTRIP-Princeton [-] 11.9 8.80 20.1 2.84 0.0246 -0.677 0.461 0.686 0.574
JSBACH-CRUJRA [-] 9.90 9.10 19.4 0.782 0.702 -0.678 0.532 0.698 0.615
JSBACH-GSWP3 [-] 12.0 10.9 19.4 1.20 0.702 -0.557 0.569 0.806 0.688
JSBACH-Princeton [-] 8.94 8.25 19.4 0.555 0.702 -0.735 0.508 0.699 0.603
Mean-CRUJRA [-] 10.5 7.84 20.1 2.45 0.0132 -0.755 0.489 0.683 0.586
Mean-GSWP3 [-] 10.1 7.63 20.1 2.24 0.0132 -0.768 0.502 0.638 0.570
Mean-Princeton [-] 10.9 7.95 20.1 2.62 0.0132 -0.748 0.486 0.701 0.593
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.36
CLM-CRUJRA [-] 2.73 0.963 5.36 1.78 0.00265 -1.74 0.434 0.364 0.399
CLM-GSWP3 [-] 2.46 0.974 5.36 1.42 0.00265 -1.73 0.432 0.491 0.461
CLM-Princeton [-] 3.00 1.05 5.36 2.02 0.00265 -1.71 0.441 0.451 0.446
ISBA-CTRIP-CRUJRA [-] 2.95 0.475 5.36 1.94 0.000270 -1.93 0.389 0.354 0.372
ISBA-CTRIP-GSWP3 [-] 3.18 0.649 5.36 1.91 0.000270 -1.86 0.393 0.492 0.442
ISBA-CTRIP-Princeton [-] 3.56 0.628 5.36 2.28 0.000270 -1.87 0.394 0.463 0.429
JSBACH-CRUJRA [-] 0.916 0.346 5.33 0.589 0.0353 -1.99 0.391 0.0972 0.244
JSBACH-GSWP3 [-] 3.64 1.16 5.33 2.41 0.0353 -1.67 0.427 0.433 0.430
JSBACH-Princeton [-] 1.91 0.557 5.33 1.38 0.0353 -1.90 0.405 0.214 0.309
Mean-CRUJRA [-] 1.95 0.562 5.36 1.55 0.000270 -1.87 0.403 0.148 0.275
Mean-GSWP3 [-] 2.89 0.887 5.36 2.02 0.000270 -1.74 0.425 0.327 0.376
Mean-Princeton [-] 2.72 0.717 5.36 2.05 0.000270 -1.81 0.412 0.261 0.337
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.08
CLM-CRUJRA [-] 7.61 2.69 2.05 4.41 0.0228 2.21 0.608 0.888 0.748
CLM-GSWP3 [-] 7.08 2.69 2.05 3.87 0.0228 2.40 0.622 0.879 0.750
CLM-Princeton [-] 8.84 3.24 2.05 4.97 0.0228 4.50 0.587 0.909 0.748
ISBA-CTRIP-CRUJRA [-] 5.31 2.99 2.08 1.85 4.08 0.666 0.828 0.747
ISBA-CTRIP-GSWP3 [-] 5.29 2.86 2.08 1.75 3.55 0.696 0.871 0.784
ISBA-CTRIP-Princeton [-] 6.66 3.37 2.08 2.41 5.38 0.698 0.831 0.765
JSBACH-CRUJRA [-] 3.10 1.46 1.80 1.55 0.281 -1.50 0.568 0.704 0.636
JSBACH-GSWP3 [-] 2.72 1.29 1.80 1.37 0.281 -2.36 0.564 0.539 0.552
JSBACH-Princeton [-] 4.49 1.70 1.80 2.06 0.281 -0.508 0.606 0.695 0.651
Mean-CRUJRA [-] 6.90 2.71 2.08 2.99 2.30 0.620 0.837 0.729
Mean-GSWP3 [-] 6.46 2.62 2.08 2.71 1.97 0.638 0.798 0.718
Mean-Princeton [-] 8.27 3.20 2.08 3.63 4.08 0.651 0.869 0.760
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 25.4
CLM-CRUJRA [-] 106. 28.8 25.2 77.7 0.196 0.883 0.588 0.774 0.681
CLM-GSWP3 [-] 88.1 27.4 25.2 60.3 0.196 0.487 0.639 0.848 0.744
CLM-Princeton [-] 127. 36.8 25.2 89.2 0.196 2.75 0.623 0.817 0.720
ISBA-CTRIP-CRUJRA [-] 121. 42.2 25.4 77.0 0.00194 3.98 0.547 0.708 0.627
ISBA-CTRIP-GSWP3 [-] 112. 39.8 25.4 70.6 0.00194 3.38 0.606 0.786 0.696
ISBA-CTRIP-Princeton [-] 158. 52.2 25.4 103. 0.00194 6.28 0.490 0.618 0.554
JSBACH-CRUJRA [-] 40.4 21.1 23.3 18.1 2.07 -0.604 0.593 0.847 0.720
JSBACH-GSWP3 [-] 63.5 26.4 23.3 35.6 2.07 0.824 0.601 0.861 0.731
JSBACH-Princeton [-] 77.4 33.6 23.3 41.5 2.07 2.73 0.565 0.852 0.709
Mean-CRUJRA [-] 95.6 33.9 25.4 61.9 1.98 0.605 0.843 0.724
Mean-GSWP3 [-] 93.5 33.9 25.4 59.5 1.99 0.651 0.900 0.775
Mean-Princeton [-] 128. 44.4 25.4 83.1 4.44 0.568 0.846 0.707
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 60.5
CLM-CRUJRA [-] 98.6 97.6 59.9 0.0685 0.683 8.01 0.588 0.891 0.740
CLM-GSWP3 [-] 84.5 83.9 59.9 0.0701 0.683 5.09 0.681 0.945 0.813
CLM-Princeton [-] 103. 102. 59.9 0.0730 0.683 8.97 0.553 0.865 0.709
ISBA-CTRIP-CRUJRA [-] 90.0 86.5 60.5 2.55 0.0633 5.31 0.674 0.946 0.810
ISBA-CTRIP-GSWP3 [-] 80.1 76.9 60.5 2.46 0.0633 3.36 0.743 0.955 0.849
ISBA-CTRIP-Princeton [-] 88.3 84.6 60.5 2.70 0.0633 4.94 0.688 0.947 0.818
JSBACH-CRUJRA [-] 60.1 57.1 51.0 0.0129 9.59 1.63 0.714 0.876 0.795
JSBACH-GSWP3 [-] 47.1 44.9 51.0 0.0117 9.59 -1.55 0.780 0.958 0.869
JSBACH-Princeton [-] 55.1 52.4 51.0 0.0142 9.59 0.412 0.750 0.922 0.836
Mean-CRUJRA [-] 88.1 88.2 60.5 2.52 0.0267 5.61 0.669 0.949 0.809
Mean-GSWP3 [-] 76.1 75.7 60.5 2.44 0.0267 3.08 0.756 0.959 0.857
Mean-Princeton [-] 88.4 88.1 60.5 2.70 0.0267 5.60 0.670 0.948 0.809
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 214.
CLM-CRUJRA [-] 295. 291. 212. 1.54 2.57 2.23 0.601 0.795 0.698
CLM-GSWP3 [-] 219. 216. 212. 1.39 2.57 0.0890 0.665 0.885 0.775
CLM-Princeton [-] 305. 301. 212. 1.70 2.57 2.52 0.582 0.763 0.672
ISBA-CTRIP-CRUJRA [-] 330. 328. 214. 4.45 0.292 3.19 0.652 0.865 0.759
ISBA-CTRIP-GSWP3 [-] 285. 284. 214. 4.10 0.292 1.93 0.703 0.909 0.806
ISBA-CTRIP-Princeton [-] 357. 355. 214. 4.86 0.292 3.93 0.621 0.844 0.732
JSBACH-CRUJRA [-] 188. 190. 195. 0.244 19.3 -0.165 0.652 0.911 0.782
JSBACH-GSWP3 [-] 176. 176. 195. 0.236 19.3 -0.588 0.656 0.893 0.775
JSBACH-Princeton [-] 207. 209. 195. 0.285 19.3 0.462 0.665 0.915 0.790
Mean-CRUJRA [-] 301. 291. 214. 4.12 0.408 2.15 0.683 0.898 0.791
Mean-GSWP3 [-] 253. 245. 214. 3.80 0.408 0.863 0.726 0.933 0.830
Mean-Princeton [-] 322. 312. 214. 4.47 0.408 2.73 0.667 0.888 0.778
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.801
CLM-CRUJRA [-] 26.9 0.0204 0.801 30.4 -3.82 0.379 0.170 0.274
CLM-GSWP3 [-] 18.1 0.108 0.801 19.6 -3.39 0.417 0.763 0.590
CLM-Princeton [-] 43.5 0.124 0.801 48.2 -3.30 0.427 0.790 0.608
ISBA-CTRIP-CRUJRA [-] 15.5 0.0103 0.801 15.9 -3.83 0.373 0.577 0.475
ISBA-CTRIP-GSWP3 [-] 13.9 0.0147 0.801 14.2 -3.79 0.374 0.557 0.465
ISBA-CTRIP-Princeton [-] 21.1 0.0149 0.801 21.6 -3.79 0.374 0.538 0.456
JSBACH-CRUJRA [-] 7.89 0.00290 0.801 7.94 -3.96 0.369 0.0117 0.190
JSBACH-GSWP3 [-] 12.1 0.0127 0.801 12.1 -3.92 0.374 0.103 0.238
JSBACH-Princeton [-] 19.2 0.00997 0.801 18.8 -3.93 0.373 0.0778 0.225
Mean-CRUJRA [-] 17.6 0.0111 0.801 18.4 -3.89 0.373 0.0245 0.199
Mean-GSWP3 [-] 14.8 0.0425 0.801 15.5 -3.74 0.388 0.102 0.245
Mean-Princeton [-] 28.9 0.0490 0.801 30.0 -3.70 0.391 0.137 0.264
Download Data
Period Mean (original grids) [Pg]
Model Period Mean (intersection) [Pg]
Benchmark Period Mean (intersection) [Pg]
Model Period Mean (complement) [Pg]
Benchmark Period Mean (complement) [Pg]
Bias [kg m-2]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.7
CLM-CRUJRA [-] 25.2 9.16 16.7 16.0 0.0266 -1.38 0.530 0.786 0.658
CLM-GSWP3 [-] 23.5 10.4 16.7 12.7 0.0266 -1.17 0.545 0.763 0.654
CLM-Princeton [-] 34.2 12.6 16.7 21.3 0.0266 -0.758 0.561 0.718 0.639
ISBA-CTRIP-CRUJRA [-] 42.9 17.6 16.7 25.4 0.000419 0.156 0.536 0.632 0.584
ISBA-CTRIP-GSWP3 [-] 43.3 18.3 16.7 24.6 0.000419 0.281 0.546 0.638 0.592
ISBA-CTRIP-Princeton [-] 57.4 22.9 16.7 34.2 0.000419 1.12 0.491 0.497 0.494
JSBACH-CRUJRA [-] 11.7 6.74 16.3 4.48 0.353 -1.83 0.513 0.807 0.660
JSBACH-GSWP3 [-] 27.8 12.8 16.3 13.8 0.353 -0.676 0.518 0.755 0.636
JSBACH-Princeton [-] 24.3 11.9 16.3 11.4 0.353 -0.847 0.536 0.727 0.632
Mean-CRUJRA [-] 29.7 11.6 16.7 17.7 -0.931 0.588 0.846 0.717
Mean-GSWP3 [-] 34.2 14.4 16.7 19.3 -0.426 0.595 0.823 0.709
Mean-Princeton [-] 42.1 16.4 16.7 25.1 -0.0484 0.588 0.735 0.662

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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BIAS SCORE
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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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CLM-CRUJRA
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CLM-GSWP3
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CLM-Princeton
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ISBA-CTRIP-CRUJRA
Data not available
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ISBA-CTRIP-GSWP3
Data not available
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ISBA-CTRIP-Princeton
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JSBACH-CRUJRA
Data not available
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JSBACH-GSWP3
Data not available
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JSBACH-Princeton
Data not available
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Mean-CRUJRA
Data not available
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Mean-GSWP3
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Mean-Princeton
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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)