Mean State

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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 [-] 57.4
ACCESS-ESM1-5 [-] 86.3 84.1 57.4 0.368 0.0397 2.81 0.0313 0.916 0.474
BCC-CSM2-MR [-] 48.8 48.5 56.9 0.255 0.0666 -0.794 0.0264 0.892 0.459
BGCLND [-] 97.4 97.3 57.4 0.134 0.0117 3.96 0.0150 0.490 0.252
BGCLNDATM_progCO2 [-] 117. 117. 57.4 0.0947 0.0117 5.94 0.0170 0.395 0.206
CanESM5 [-] 93.4 85.4 57.4 1.84 3.19 0.0384 0.918 0.478
CNRM-ESM2-1 [-] 36.7 36.8 57.4 0.445 0.0323 -1.86 0.0174 0.765 0.391
EC-Earth3-CC [-] 60.2 59.1 57.4 0.0112 0.180 0.0231 0.915 0.469
MeanCMIP6 [-] 65.8 66.0 57.4 0.820 1.16 0.0261 0.879 0.453
MIROC-ES2L [-] 78.2 70.6 57.4 2.70 0.0221 1.71 0.0168 0.835 0.426
MPI-ESM1-2-LR [-] 44.1 45.7 54.6 0.0959 2.85 -0.891 0.0233 0.894 0.459
MRI-ESM2-0 [-] 77.4 77.1 56.9 0.355 0.0801 2.10 0.0354 0.839 0.437
NorESM2-LM [-] 49.3 49.5 57.4 1.02 -0.472 0.0247 0.895 0.460
UKESM1-0-LL [-] 62.3 62.0 57.3 0.503 0.0830 0.762 0.0193 0.902 0.460
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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 [-] 24.8
ACCESS-ESM1-5 [-] 32.3 31.1 23.9 1.35 0.922 3.60 0.0278 0.780 0.404
BCC-CSM2-MR [-] 28.6 26.8 24.1 1.80 0.717 2.54 0.0327 0.864 0.448
BGCLND [-] 62.2 61.5 24.6 0.979 0.224 8.82 0.0127 0.723 0.368
BGCLNDATM_progCO2 [-] 68.0 67.6 24.6 0.857 0.224 10.5 0.00729 0.642 0.325
CanESM5 [-] 39.3 30.5 24.8 7.92 7.91 0.0187 0.893 0.456
CNRM-ESM2-1 [-] 34.7 31.9 24.6 3.18 0.176 7.53 0.0259 0.859 0.442
EC-Earth3-CC [-] 30.3 30.0 24.9 0.142 1.02 0.0180 0.656 0.337
MeanCMIP6 [-] 27.7 24.8 24.8 3.38 3.92 0.0500 0.834 0.442
MIROC-ES2L [-] 27.4 18.2 24.5 7.74 0.301 2.81 0.0391 0.644 0.342
MPI-ESM1-2-LR [-] 22.2 20.6 15.0 2.13 9.86 2.75 0.0453 0.922 0.484
MRI-ESM2-0 [-] 48.3 45.0 23.8 3.24 0.958 10.3 0.00690 0.834 0.420
NorESM2-LM [-] 46.8 40.0 24.8 6.57 10.2 0.00458 0.784 0.394
UKESM1-0-LL [-] 38.4 34.1 24.1 4.68 0.729 8.13 0.0226 0.740 0.381
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 [-] 378.
ACCESS-ESM1-5 [-] 666. 660. 376. 5.92 1.70 2.21 0.0257 0.679 0.352
BCC-CSM2-MR [-] 395. 388. 376. 5.57 2.10 0.243 0.0393 0.905 0.472
BGCLND [-] 669. 665. 377. 3.37 0.644 2.00 0.0313 0.517 0.274
BGCLNDATM_progCO2 [-] 708. 705. 377. 2.82 0.644 2.29 0.0293 0.414 0.222
CanESM5 [-] 516. 492. 378. 15.5 1.41 0.0330 0.798 0.416
CNRM-ESM2-1 [-] 500. 486. 378. 12.3 0.237 1.27 0.0342 0.789 0.412
EC-Earth3-CC [-] 389. 388. 378. 0.807 0.0655 0.0296 0.820 0.425
MeanCMIP6 [-] 455. 445. 378. 10.4 0.857 0.0420 0.910 0.476
MIROC-ES2L [-] 528. 496. 377. 21.7 0.374 1.28 0.0335 0.827 0.430
MPI-ESM1-2-LR [-] 372. 365. 350. 5.56 27.4 0.121 0.0260 0.823 0.424
MRI-ESM2-0 [-] 496. 486. 376. 9.13 1.62 1.19 0.0192 0.625 0.322
NorESM2-LM [-] 468. 448. 378. 13.9 1.08 0.0290 0.738 0.383
UKESM1-0-LL [-] 547. 533. 375. 11.5 2.42 1.65 0.0289 0.759 0.394
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 [-] 84.2
ACCESS-ESM1-5 [-] 142. 147. 84.0 1.05 0.192 1.94 0.0337 0.508 0.271
BCC-CSM2-MR [-] 83.7 85.7 83.9 1.14 0.262 0.118 0.0618 0.846 0.454
BGCLND [-] 99.6 98.9 83.9 0.758 0.232 0.433 0.0692 0.911 0.490
BGCLNDATM_progCO2 [-] 75.7 75.0 83.9 0.616 0.232 -0.272 0.0557 0.883 0.470
CanESM5 [-] 89.2 88.3 84.2 2.22 0.321 0.0466 0.740 0.393
CNRM-ESM2-1 [-] 102. 103. 84.1 1.54 0.0165 0.725 0.0561 0.817 0.437
EC-Earth3-CC [-] 48.8 48.0 84.2 0.118 -1.05 0.0272 0.785 0.406
MeanCMIP6 [-] 85.3 83.9 84.2 1.41 0.122 0.0561 0.894 0.475
MIROC-ES2L [-] 93.1 91.6 84.1 2.83 0.0118 0.321 0.0424 0.776 0.409
MPI-ESM1-2-LR [-] 54.3 54.9 81.8 0.609 2.36 -0.840 0.0373 0.839 0.438
MRI-ESM2-0 [-] 81.4 81.7 84.0 2.34 0.197 0.264 0.0329 0.599 0.316
NorESM2-LM [-] 101. 94.8 84.2 1.71 0.609 0.0413 0.695 0.368
UKESM1-0-LL [-] 74.0 72.5 83.8 1.51 0.387 -0.126 0.0552 0.885 0.470
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 [-] 81.9
ACCESS-ESM1-5 [-] 124. 124. 81.8 0.208 0.0475 5.18 0.0175 0.860 0.439
BCC-CSM2-MR [-] 78.4 78.2 81.7 0.210 0.157 -0.272 0.0248 0.909 0.467
BGCLND [-] 192. 192. 81.9 0.158 0.00681 13.0 0.00757 0.425 0.216
BGCLNDATM_progCO2 [-] 227. 226. 81.9 0.129 0.00681 17.1 0.00427 0.312 0.158
CanESM5 [-] 60.5 56.3 81.9 0.356 -2.64 0.0204 0.878 0.449
CNRM-ESM2-1 [-] 93.4 93.2 81.9 0.415 0.0139 1.63 0.0315 0.956 0.494
EC-Earth3-CC [-] 97.9 97.6 81.9 0.0604 1.78 0.0142 0.637 0.326
MeanCMIP6 [-] 72.2 71.8 81.9 0.413 -0.910 0.0280 0.624 0.326
MIROC-ES2L [-] 92.4 88.0 81.9 0.977 0.0212 1.16 0.0342 0.837 0.436
MPI-ESM1-2-LR [-] 94.8 92.1 80.4 0.101 1.52 1.45 0.0143 0.853 0.434
MRI-ESM2-0 [-] 113. 113. 81.7 0.265 0.212 3.96 0.00160 0.728 0.365
NorESM2-LM [-] 132. 130. 81.9 0.927 6.33 0.0135 0.880 0.447
UKESM1-0-LL [-] 115. 115. 81.8 0.434 0.131 4.34 0.0134 0.904 0.459
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 [-] 125.
ACCESS-ESM1-5 [-] 233. 232. 124. 2.64 0.575 2.28 0.0304 0.530 0.280
BCC-CSM2-MR [-] 136. 132. 124. 2.15 0.887 0.277 0.0562 0.844 0.450
BGCLND [-] 154. 153. 125. 1.10 0.394 0.544 0.0557 0.881 0.468
BGCLNDATM_progCO2 [-] 124. 123. 125. 0.883 0.394 -0.0373 0.0534 0.900 0.476
CanESM5 [-] 146. 144. 125. 6.25 0.753 0.0419 0.749 0.395
CNRM-ESM2-1 [-] 178. 172. 125. 5.55 0.0335 1.32 0.0456 0.741 0.393
EC-Earth3-CC [-] 96.0 96.0 125. 0.313 -0.560 0.0364 0.825 0.431
MeanCMIP6 [-] 142. 139. 125. 3.64 0.536 0.0588 0.896 0.478
MIROC-ES2L [-] 162. 158. 125. 9.16 0.0895 0.932 0.0408 0.744 0.392
MPI-ESM1-2-LR [-] 78.8 78.3 119. 1.03 5.73 -0.853 0.0358 0.794 0.415
MRI-ESM2-0 [-] 144. 138. 124. 4.58 0.515 0.690 0.0313 0.553 0.292
NorESM2-LM [-] 131. 126. 125. 4.27 0.412 0.0397 0.714 0.377
UKESM1-0-LL [-] 122. 118. 124. 3.00 0.888 0.183 0.0539 0.881 0.467

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
REGIONAL MEAN
Data not available

All Models

Benchmark
Data not available
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ACCESS-ESM1-5
Data not available
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BCC-CSM2-MR
Data not available
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BGCLND
Data not available
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BGCLNDATM_progCO2
Data not available
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CanESM5
Data not available
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CNRM-ESM2-1
Data not available
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EC-Earth3-CC
Data not available
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MeanCMIP6
Data not available
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MIROC-ES2L
Data not available
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MPI-ESM1-2-LR
Data not available
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MRI-ESM2-0
Data not available
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NorESM2-LM
Data not available
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UKESM1-0-LL
Data not available
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Data Information

  Title:
Changes in Global Terrestrial Live Biomass over the 21st Century

  Version:
2

  Institution:
Jet Propulsion Laboratory, California Institute of Technology

  Source:
Estimates of carbon stock changes of live woody biomass from 2000 to 2019 using measurements from ground, air, and space

  History:
2022-08-18: downloaded source from https://zenodo.org/record/4161694/files/test10a_cd_ab_pred_corr_2000_2019_v2.tif?download=1
2022-08-30: coarsened to 0.5 degree resolution, brought meta-data up to CF standards using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/Saatchi/convert.py

  References:
Xu, Liang, Saatchi, Sassan S., Yang, Yan, Yu, Yifan, Pongratz, Julia, Bloom, A. Anthony, Bowman, Kevin, Worden, John, Liu, Junjie, Yin, Yi, Domke, Grant, McRoberts, Ronald E., Woodall, Christopher, Nabuurs, Gert-Jan, de-Miguel, Sergio, Keller, Michael, Harris Nancy, Maxwell, Sean, & Schimel, David (2021), Zenodo, doi:10.5281/zenodo.4161694