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 [-] 57.3
CanESM5 [-] 96.2 88.2 56.5 9.06 0.860 3.21 0.0339 0.924 0.479
E3SMv3 default 0051 [-] 129. 129. 57.3 0.207 0.0114 7.09 0.0126 0.322 0.167
E3SMv3 default 0111 [-] 129. 128. 57.3 0.207 0.0114 7.08 0.0126 0.320 0.166
E3SMv3 default 0161 [-] 130. 129. 57.3 0.210 0.0114 7.17 0.0136 0.319 0.166
E3SMv3 default 0281 [-] 129. 129. 57.3 0.213 0.0114 7.09 0.0128 0.320 0.166
E3SMv3 default 0311 [-] 129. 129. 57.3 0.209 0.0114 7.15 0.0129 0.317 0.165
E3SMv3 highECS 0051 [-] 129. 128. 57.3 0.234 0.0114 7.06 0.0122 0.328 0.170
E3SMv3 highECS 0111 [-] 129. 129. 57.3 0.236 0.0114 7.09 0.0126 0.329 0.171
E3SMv3 highECS 0161 [-] 129. 128. 57.3 0.237 0.0114 7.07 0.0121 0.328 0.170
E3SMv3 highECS 0281 [-] 129. 128. 57.3 0.234 0.0114 7.07 0.0123 0.326 0.169
E3SMv3 highECS 0311 [-] 129. 129. 57.3 0.239 0.0114 7.13 0.0115 0.328 0.170
E3SMv3 lowECS 0051 [-] 125. 125. 57.3 0.202 0.0114 6.75 0.0155 0.380 0.198
E3SMv3 lowECS 0111 [-] 125. 125. 57.3 0.201 0.0114 6.74 0.0154 0.377 0.196
E3SMv3 lowECS 0161 [-] 125. 125. 57.3 0.203 0.0114 6.75 0.0157 0.378 0.197
E3SMv3 lowECS 0281 [-] 125. 125. 57.3 0.203 0.0114 6.73 0.0153 0.377 0.196
E3SMv3 lowECS 0311 [-] 125. 125. 57.3 0.202 0.0114 6.70 0.0156 0.375 0.195
IPSL-CM6A-LR [-] 55.5 55.9 54.9 0.0941 2.47 0.132 0.0285 0.898 0.463
MIROC-ES2L [-] 72.2 70.8 54.9 2.60 2.44 1.70 0.0156 0.785 0.400
NorESM2-LM [-] 56.3 52.3 56.5 4.12 0.860 -0.393 0.0265 0.935 0.481
UKESM1-0-LL [-] 63.0 62.6 55.8 0.668 1.55 0.783 0.0181 0.906 0.462
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 [-] 24.9
CanESM5 [-] 106. 61.4 24.9 46.8 7.60 0.0201 0.892 0.456
E3SMv3 default 0051 [-] 70.6 70.2 24.6 0.762 0.277 11.3 0.00771 0.614 0.311
E3SMv3 default 0111 [-] 69.3 68.9 24.6 0.742 0.277 11.0 0.00869 0.610 0.310
E3SMv3 default 0161 [-] 70.3 69.9 24.6 0.764 0.277 11.2 0.00885 0.608 0.309
E3SMv3 default 0281 [-] 69.6 69.1 24.6 0.755 0.277 11.0 0.00933 0.606 0.308
E3SMv3 default 0311 [-] 70.4 69.9 24.6 0.762 0.277 11.2 0.00874 0.609 0.309
E3SMv3 highECS 0051 [-] 68.9 68.5 24.6 0.746 0.277 10.8 0.00908 0.617 0.313
E3SMv3 highECS 0111 [-] 68.8 68.4 24.6 0.748 0.277 10.8 0.00914 0.616 0.313
E3SMv3 highECS 0161 [-] 68.5 68.1 24.6 0.743 0.277 10.8 0.00854 0.614 0.311
E3SMv3 highECS 0281 [-] 68.9 68.4 24.6 0.754 0.277 10.8 0.00899 0.617 0.313
E3SMv3 highECS 0311 [-] 68.9 68.4 24.6 0.750 0.277 10.8 0.00932 0.616 0.313
E3SMv3 lowECS 0051 [-] 66.2 65.8 24.6 0.730 0.277 10.1 0.00911 0.703 0.356
E3SMv3 lowECS 0111 [-] 65.8 65.4 24.6 0.726 0.277 10.0 0.00972 0.698 0.354
E3SMv3 lowECS 0161 [-] 66.0 65.5 24.6 0.724 0.277 10.1 0.0103 0.699 0.355
E3SMv3 lowECS 0281 [-] 66.1 65.6 24.6 0.731 0.277 10.1 0.0100 0.700 0.355
E3SMv3 lowECS 0311 [-] 65.8 65.4 24.6 0.726 0.277 10.0 0.0104 0.696 0.353
IPSL-CM6A-LR [-] 38.2 31.6 20.9 7.33 3.99 3.44 0.0408 0.635 0.338
MIROC-ES2L [-] 44.0 29.4 21.0 15.8 3.86 2.38 0.0315 0.478 0.255
NorESM2-LM [-] 111. 71.4 24.9 41.9 9.66 0.0101 0.839 0.424
UKESM1-0-LL [-] 40.4 37.7 18.6 3.78 6.30 7.15 0.0200 0.682 0.351
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 [-] 377.
CanESM5 [-] 625. 572. 375. 53.4 1.78 1.38 0.0298 0.835 0.433
E3SMv3 default 0051 [-] 740. 737. 377. 2.82 0.305 2.51 0.0305 0.377 0.204
E3SMv3 default 0111 [-] 739. 736. 377. 2.79 0.305 2.50 0.0302 0.378 0.204
E3SMv3 default 0161 [-] 739. 736. 377. 2.82 0.305 2.50 0.0305 0.375 0.203
E3SMv3 default 0281 [-] 735. 732. 377. 2.82 0.305 2.48 0.0314 0.377 0.204
E3SMv3 default 0311 [-] 738. 736. 377. 2.81 0.305 2.50 0.0306 0.376 0.204
E3SMv3 highECS 0051 [-] 746. 743. 377. 3.01 0.305 2.55 0.0314 0.387 0.209
E3SMv3 highECS 0111 [-] 747. 744. 377. 3.01 0.305 2.56 0.0314 0.383 0.207
E3SMv3 highECS 0161 [-] 741. 738. 377. 2.99 0.305 2.51 0.0317 0.385 0.209
E3SMv3 highECS 0281 [-] 744. 741. 377. 3.01 0.305 2.54 0.0309 0.384 0.207
E3SMv3 highECS 0311 [-] 744. 741. 377. 3.01 0.305 2.54 0.0323 0.383 0.208
E3SMv3 lowECS 0051 [-] 707. 704. 377. 2.77 0.305 2.28 0.0317 0.472 0.252
E3SMv3 lowECS 0111 [-] 707. 704. 377. 2.76 0.305 2.28 0.0326 0.472 0.252
E3SMv3 lowECS 0161 [-] 705. 702. 377. 2.75 0.305 2.26 0.0322 0.471 0.252
E3SMv3 lowECS 0281 [-] 707. 704. 377. 2.77 0.305 2.28 0.0323 0.471 0.251
E3SMv3 lowECS 0311 [-] 703. 701. 377. 2.77 0.305 2.25 0.0328 0.471 0.252
IPSL-CM6A-LR [-] 365. 356. 354. 8.71 23.2 0.0162 0.0323 0.921 0.477
MIROC-ES2L [-] 550. 519. 359. 30.5 18.5 1.19 0.0334 0.884 0.459
NorESM2-LM [-] 579. 528. 375. 50.1 1.78 1.07 0.0302 0.780 0.405
UKESM1-0-LL [-] 567. 552. 354. 15.5 22.9 1.50 0.0284 0.789 0.409
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 [-] 83.9
CanESM5 [-] 104. 94.6 83.7 9.46 0.215 0.319 0.0434 0.782 0.413
E3SMv3 default 0051 [-] 93.5 92.8 83.9 0.767 0.0725 0.251 0.0713 0.917 0.494
E3SMv3 default 0111 [-] 93.6 92.8 83.9 0.751 0.0725 0.254 0.0710 0.916 0.494
E3SMv3 default 0161 [-] 92.8 92.1 83.9 0.753 0.0725 0.231 0.0712 0.917 0.494
E3SMv3 default 0281 [-] 92.9 92.2 83.9 0.772 0.0725 0.233 0.0743 0.917 0.496
E3SMv3 default 0311 [-] 93.7 92.9 83.9 0.763 0.0725 0.256 0.0724 0.917 0.495
E3SMv3 highECS 0051 [-] 104. 103. 83.9 0.869 0.0725 0.552 0.0769 0.914 0.495
E3SMv3 highECS 0111 [-] 103. 102. 83.9 0.857 0.0725 0.515 0.0759 0.915 0.495
E3SMv3 highECS 0161 [-] 102. 101. 83.9 0.860 0.0725 0.483 0.0784 0.917 0.498
E3SMv3 highECS 0281 [-] 102. 101. 83.9 0.856 0.0725 0.488 0.0753 0.915 0.495
E3SMv3 highECS 0311 [-] 100. 99.5 83.9 0.859 0.0725 0.450 0.0800 0.916 0.498
E3SMv3 lowECS 0051 [-] 96.4 95.6 83.9 0.757 0.0725 0.336 0.0740 0.920 0.497
E3SMv3 lowECS 0111 [-] 96.7 96.0 83.9 0.752 0.0725 0.347 0.0738 0.919 0.496
E3SMv3 lowECS 0161 [-] 94.8 94.1 83.9 0.739 0.0725 0.290 0.0729 0.919 0.496
E3SMv3 lowECS 0281 [-] 96.4 95.7 83.9 0.751 0.0725 0.337 0.0738 0.920 0.497
E3SMv3 lowECS 0311 [-] 95.7 95.0 83.9 0.749 0.0725 0.317 0.0753 0.919 0.497
IPSL-CM6A-LR [-] 38.4 37.4 81.1 1.05 2.87 -1.46 0.0289 0.669 0.349
MIROC-ES2L [-] 96.5 92.9 82.5 3.52 1.42 0.317 0.0520 0.855 0.454
NorESM2-LM [-] 114. 105. 83.7 9.10 0.215 0.603 0.0478 0.756 0.402
UKESM1-0-LL [-] 76.7 74.7 81.3 1.98 2.66 -0.208 0.0542 0.893 0.474
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 [-] 82.0
CanESM5 [-] 60.4 58.8 82.0 1.57 -2.76 0.0176 0.817 0.417
E3SMv3 default 0051 [-] 236. 236. 82.0 0.234 0.00521 18.2 0.00420 0.264 0.134
E3SMv3 default 0111 [-] 235. 235. 82.0 0.237 0.00521 18.1 0.00432 0.264 0.134
E3SMv3 default 0161 [-] 236. 236. 82.0 0.236 0.00521 18.2 0.00446 0.263 0.134
E3SMv3 default 0281 [-] 235. 235. 82.0 0.240 0.00521 18.1 0.00459 0.263 0.134
E3SMv3 default 0311 [-] 235. 234. 82.0 0.235 0.00521 18.0 0.00440 0.264 0.134
E3SMv3 highECS 0051 [-] 231. 231. 82.0 0.231 0.00521 17.6 0.00415 0.270 0.137
E3SMv3 highECS 0111 [-] 234. 233. 82.0 0.228 0.00521 17.9 0.00414 0.268 0.136
E3SMv3 highECS 0161 [-] 231. 231. 82.0 0.224 0.00521 17.6 0.00377 0.267 0.136
E3SMv3 highECS 0281 [-] 232. 232. 82.0 0.226 0.00521 17.7 0.00427 0.267 0.136
E3SMv3 highECS 0311 [-] 233. 233. 82.0 0.231 0.00521 17.8 0.00395 0.267 0.136
E3SMv3 lowECS 0051 [-] 190. 190. 82.0 0.160 0.00521 12.8 0.00599 0.376 0.191
E3SMv3 lowECS 0111 [-] 190. 190. 82.0 0.166 0.00521 12.8 0.00634 0.378 0.192
E3SMv3 lowECS 0161 [-] 190. 190. 82.0 0.160 0.00521 12.7 0.00600 0.375 0.191
E3SMv3 lowECS 0281 [-] 191. 190. 82.0 0.164 0.00521 12.8 0.00612 0.374 0.190
E3SMv3 lowECS 0311 [-] 189. 189. 82.0 0.169 0.00521 12.6 0.00580 0.374 0.190
IPSL-CM6A-LR [-] 102. 102. 80.8 0.309 1.17 2.60 0.0273 0.953 0.490
MIROC-ES2L [-] 90.3 88.7 80.3 1.65 1.68 0.979 0.0301 0.721 0.376
NorESM2-LM [-] 138. 136. 82.0 2.76 6.25 0.0111 0.938 0.475
UKESM1-0-LL [-] 116. 115. 80.6 0.433 1.40 4.23 0.0106 0.878 0.444
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.
CanESM5 [-] 188. 161. 124. 26.8 0.810 0.734 0.0386 0.788 0.413
E3SMv3 default 0051 [-] 146. 145. 124. 0.950 0.150 0.390 0.0577 0.913 0.485
E3SMv3 default 0111 [-] 147. 146. 124. 0.936 0.150 0.410 0.0573 0.912 0.485
E3SMv3 default 0161 [-] 145. 144. 124. 0.940 0.150 0.367 0.0576 0.914 0.486
E3SMv3 default 0281 [-] 145. 144. 124. 0.952 0.150 0.365 0.0602 0.914 0.487
E3SMv3 default 0311 [-] 147. 146. 124. 0.947 0.150 0.406 0.0582 0.912 0.485
E3SMv3 highECS 0051 [-] 155. 154. 124. 1.04 0.150 0.561 0.0596 0.910 0.485
E3SMv3 highECS 0111 [-] 153. 152. 124. 1.03 0.150 0.534 0.0594 0.909 0.484
E3SMv3 highECS 0161 [-] 152. 151. 124. 1.03 0.150 0.516 0.0610 0.912 0.486
E3SMv3 highECS 0281 [-] 153. 152. 124. 1.03 0.150 0.537 0.0581 0.909 0.484
E3SMv3 highECS 0311 [-] 151. 150. 124. 1.03 0.150 0.492 0.0616 0.912 0.487
E3SMv3 lowECS 0051 [-] 150. 149. 124. 0.941 0.150 0.462 0.0594 0.916 0.488
E3SMv3 lowECS 0111 [-] 149. 148. 124. 0.930 0.150 0.453 0.0596 0.915 0.487
E3SMv3 lowECS 0161 [-] 148. 147. 124. 0.929 0.150 0.434 0.0601 0.915 0.488
E3SMv3 lowECS 0281 [-] 149. 148. 124. 0.939 0.150 0.460 0.0596 0.914 0.487
E3SMv3 lowECS 0311 [-] 148. 147. 124. 0.938 0.150 0.435 0.0605 0.915 0.488
IPSL-CM6A-LR [-] 63.5 61.3 118. 2.18 7.02 -1.19 0.0287 0.676 0.353
MIROC-ES2L [-] 172. 161. 120. 10.5 4.37 0.838 0.0467 0.842 0.444
NorESM2-LM [-] 169. 145. 124. 24.0 0.810 0.418 0.0440 0.758 0.401
UKESM1-0-LL [-] 126. 122. 118. 3.92 6.18 0.0803 0.0547 0.898 0.477

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
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available

All Models

Benchmark
Data not available
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CanESM5
Data not available
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E3SMv3 default 0051
Data not available
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E3SMv3 default 0111
Data not available
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E3SMv3 default 0161
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E3SMv3 default 0281
Data not available
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E3SMv3 default 0311
Data not available
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E3SMv3 highECS 0051
Data not available
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E3SMv3 highECS 0111
Data not available
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E3SMv3 highECS 0161
Data not available
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E3SMv3 highECS 0281
Data not available
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E3SMv3 highECS 0311
Data not available
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E3SMv3 lowECS 0051
Data not available
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E3SMv3 lowECS 0111
Data not available
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E3SMv3 lowECS 0161
Data not available
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E3SMv3 lowECS 0281
Data not available
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E3SMv3 lowECS 0311
Data not available
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IPSL-CM6A-LR
Data not available
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MIROC-ES2L
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