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
E3SMv3 lowECS 0051 [-] 125. 125. 57.3 0.202 0.0114 6.75 0.0155 0.380 0.198
E3SMv3 lowECS 0091 [-] 126. 126. 57.3 0.204 0.0114 6.81 0.0154 0.381 0.198
E3SMv3 lowECS 0101 [-] 125. 125. 57.3 0.202 0.0114 6.71 0.0154 0.379 0.197
E3SMv3 lowECS 0111 [-] 125. 125. 57.3 0.201 0.0114 6.74 0.0154 0.377 0.196
E3SMv3 lowECS 0121 [-] 125. 125. 57.3 0.200 0.0114 6.71 0.0149 0.380 0.197
E3SMv3 lowECS 0131 [-] 125. 125. 57.3 0.199 0.0114 6.70 0.0157 0.379 0.197
E3SMv3 lowECS 0141 [-] 125. 125. 57.3 0.201 0.0114 6.73 0.0157 0.380 0.198
E3SMv3 lowECS 0151 [-] 125. 125. 57.3 0.199 0.0114 6.72 0.0156 0.378 0.197
E3SMv3 lowECS 0161 [-] 125. 125. 57.3 0.203 0.0114 6.75 0.0157 0.378 0.197
E3SMv3 lowECS 0171 [-] 125. 125. 57.3 0.202 0.0114 6.71 0.0160 0.379 0.197
E3SMv3 lowECS 0181 [-] 125. 125. 57.3 0.203 0.0114 6.77 0.0158 0.380 0.198
E3SMv3 lowECS 0191 [-] 125. 124. 57.3 0.199 0.0114 6.68 0.0161 0.378 0.197
E3SMv3 lowECS 0201 [-] 124. 124. 57.3 0.200 0.0114 6.64 0.0161 0.377 0.197
E3SMv3 lowECS 0211 [-] 125. 125. 57.3 0.202 0.0114 6.69 0.0164 0.380 0.198
E3SMv3 lowECS 0221 [-] 124. 124. 57.3 0.201 0.0114 6.65 0.0154 0.377 0.196
E3SMv3 lowECS 0231 [-] 125. 124. 57.3 0.201 0.0114 6.68 0.0160 0.379 0.197
E3SMv3 lowECS 0241 [-] 125. 125. 57.3 0.200 0.0114 6.71 0.0156 0.377 0.196
E3SMv3 lowECS 0251 [-] 125. 125. 57.3 0.202 0.0114 6.74 0.0152 0.378 0.197
E3SMv3 lowECS 0261 [-] 125. 125. 57.3 0.202 0.0114 6.74 0.0164 0.377 0.197
E3SMv3 lowECS 0271 [-] 126. 125. 57.3 0.204 0.0114 6.78 0.0161 0.376 0.196
E3SMv3 lowECS 0281 [-] 125. 125. 57.3 0.203 0.0114 6.73 0.0153 0.377 0.196
E3SMv3 lowECS 0291 [-] 125. 125. 57.3 0.204 0.0114 6.75 0.0154 0.377 0.196
E3SMv3 lowECS 0301 [-] 125. 125. 57.3 0.203 0.0114 6.74 0.0159 0.377 0.197
E3SMv3 lowECS 0311 [-] 125. 125. 57.3 0.202 0.0114 6.70 0.0156 0.375 0.195
E3SMv3 lowECS 0321 [-] 124. 124. 57.3 0.203 0.0114 6.66 0.0160 0.375 0.196
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
E3SMv3 lowECS 0051 [-] 66.2 65.8 24.6 0.730 0.277 10.1 0.00911 0.703 0.356
E3SMv3 lowECS 0091 [-] 65.7 65.2 24.6 0.722 0.277 10.0 0.00984 0.694 0.352
E3SMv3 lowECS 0101 [-] 65.7 65.3 24.6 0.725 0.277 10.0 0.0106 0.697 0.354
E3SMv3 lowECS 0111 [-] 65.8 65.4 24.6 0.726 0.277 10.0 0.00972 0.698 0.354
E3SMv3 lowECS 0121 [-] 65.9 65.4 24.6 0.726 0.277 10.0 0.0103 0.698 0.354
E3SMv3 lowECS 0131 [-] 65.6 65.1 24.6 0.727 0.277 9.98 0.0101 0.699 0.354
E3SMv3 lowECS 0141 [-] 65.8 65.4 24.6 0.724 0.277 10.0 0.00986 0.699 0.354
E3SMv3 lowECS 0151 [-] 65.6 65.2 24.6 0.723 0.277 10.0 0.0103 0.697 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 0171 [-] 65.9 65.5 24.6 0.726 0.277 10.1 0.0101 0.695 0.353
E3SMv3 lowECS 0181 [-] 65.7 65.3 24.6 0.725 0.277 10.0 0.00995 0.696 0.353
E3SMv3 lowECS 0191 [-] 65.5 65.1 24.6 0.714 0.277 9.98 0.0102 0.698 0.354
E3SMv3 lowECS 0201 [-] 65.8 65.3 24.6 0.725 0.277 10.0 0.00945 0.699 0.354
E3SMv3 lowECS 0211 [-] 65.7 65.2 24.6 0.726 0.277 10.0 0.0105 0.696 0.353
E3SMv3 lowECS 0221 [-] 65.8 65.3 24.6 0.725 0.277 10.0 0.00974 0.696 0.353
E3SMv3 lowECS 0231 [-] 65.9 65.4 24.6 0.722 0.277 10.0 0.00946 0.699 0.354
E3SMv3 lowECS 0241 [-] 65.9 65.5 24.6 0.727 0.277 10.1 0.00974 0.700 0.355
E3SMv3 lowECS 0251 [-] 66.1 65.7 24.6 0.729 0.277 10.1 0.00967 0.700 0.355
E3SMv3 lowECS 0261 [-] 65.9 65.4 24.6 0.730 0.277 10.0 0.00989 0.698 0.354
E3SMv3 lowECS 0271 [-] 65.9 65.5 24.6 0.729 0.277 10.1 0.0102 0.701 0.356
E3SMv3 lowECS 0281 [-] 66.1 65.6 24.6 0.731 0.277 10.1 0.0100 0.700 0.355
E3SMv3 lowECS 0291 [-] 66.0 65.5 24.6 0.727 0.277 10.1 0.0101 0.696 0.353
E3SMv3 lowECS 0301 [-] 66.2 65.7 24.6 0.734 0.277 10.1 0.0107 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
E3SMv3 lowECS 0321 [-] 65.7 65.3 24.6 0.724 0.277 10.0 0.0104 0.696 0.353
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.
E3SMv3 lowECS 0051 [-] 707. 704. 377. 2.77 0.305 2.28 0.0317 0.472 0.252
E3SMv3 lowECS 0091 [-] 705. 703. 377. 2.75 0.305 2.27 0.0320 0.473 0.252
E3SMv3 lowECS 0101 [-] 706. 703. 377. 2.75 0.305 2.27 0.0318 0.471 0.252
E3SMv3 lowECS 0111 [-] 707. 704. 377. 2.76 0.305 2.28 0.0326 0.472 0.252
E3SMv3 lowECS 0121 [-] 705. 702. 377. 2.75 0.305 2.26 0.0326 0.472 0.252
E3SMv3 lowECS 0131 [-] 703. 701. 377. 2.75 0.305 2.25 0.0325 0.472 0.252
E3SMv3 lowECS 0141 [-] 704. 701. 377. 2.74 0.305 2.26 0.0324 0.470 0.251
E3SMv3 lowECS 0151 [-] 704. 701. 377. 2.75 0.305 2.26 0.0325 0.471 0.252
E3SMv3 lowECS 0161 [-] 705. 702. 377. 2.75 0.305 2.26 0.0322 0.471 0.252
E3SMv3 lowECS 0171 [-] 705. 702. 377. 2.76 0.305 2.26 0.0321 0.470 0.251
E3SMv3 lowECS 0181 [-] 705. 702. 377. 2.76 0.305 2.26 0.0324 0.471 0.252
E3SMv3 lowECS 0191 [-] 703. 700. 377. 2.74 0.305 2.25 0.0322 0.473 0.252
E3SMv3 lowECS 0201 [-] 704. 701. 377. 2.77 0.305 2.25 0.0330 0.470 0.252
E3SMv3 lowECS 0211 [-] 706. 704. 377. 2.77 0.305 2.27 0.0330 0.470 0.252
E3SMv3 lowECS 0221 [-] 704. 701. 377. 2.76 0.305 2.26 0.0321 0.470 0.251
E3SMv3 lowECS 0231 [-] 702. 699. 377. 2.74 0.305 2.24 0.0322 0.472 0.252
E3SMv3 lowECS 0241 [-] 704. 701. 377. 2.76 0.305 2.25 0.0327 0.472 0.252
E3SMv3 lowECS 0251 [-] 705. 702. 377. 2.76 0.305 2.26 0.0325 0.471 0.252
E3SMv3 lowECS 0261 [-] 707. 705. 377. 2.78 0.305 2.28 0.0326 0.470 0.251
E3SMv3 lowECS 0271 [-] 706. 703. 377. 2.78 0.305 2.27 0.0324 0.471 0.252
E3SMv3 lowECS 0281 [-] 707. 704. 377. 2.77 0.305 2.28 0.0323 0.471 0.251
E3SMv3 lowECS 0291 [-] 703. 701. 377. 2.76 0.305 2.25 0.0322 0.471 0.251
E3SMv3 lowECS 0301 [-] 708. 705. 377. 2.77 0.305 2.29 0.0326 0.469 0.251
E3SMv3 lowECS 0311 [-] 703. 701. 377. 2.77 0.305 2.25 0.0328 0.471 0.252
E3SMv3 lowECS 0321 [-] 705. 702. 377. 2.77 0.305 2.26 0.0323 0.469 0.250
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
E3SMv3 lowECS 0051 [-] 96.4 95.6 83.9 0.757 0.0725 0.336 0.0740 0.920 0.497
E3SMv3 lowECS 0091 [-] 95.6 94.9 83.9 0.747 0.0725 0.315 0.0740 0.919 0.496
E3SMv3 lowECS 0101 [-] 95.6 94.9 83.9 0.737 0.0725 0.314 0.0723 0.919 0.496
E3SMv3 lowECS 0111 [-] 96.7 96.0 83.9 0.752 0.0725 0.347 0.0738 0.919 0.496
E3SMv3 lowECS 0121 [-] 95.2 94.4 83.9 0.745 0.0725 0.301 0.0753 0.919 0.497
E3SMv3 lowECS 0131 [-] 95.8 95.1 83.9 0.748 0.0725 0.321 0.0734 0.919 0.496
E3SMv3 lowECS 0141 [-] 95.1 94.3 83.9 0.751 0.0725 0.297 0.0737 0.919 0.496
E3SMv3 lowECS 0151 [-] 94.7 94.0 83.9 0.740 0.0725 0.288 0.0750 0.919 0.497
E3SMv3 lowECS 0161 [-] 94.8 94.1 83.9 0.739 0.0725 0.290 0.0729 0.919 0.496
E3SMv3 lowECS 0171 [-] 95.5 94.7 83.9 0.747 0.0725 0.310 0.0722 0.918 0.495
E3SMv3 lowECS 0181 [-] 96.3 95.6 83.9 0.753 0.0725 0.335 0.0724 0.917 0.495
E3SMv3 lowECS 0191 [-] 95.3 94.5 83.9 0.743 0.0725 0.304 0.0731 0.918 0.496
E3SMv3 lowECS 0201 [-] 95.5 94.7 83.9 0.754 0.0725 0.309 0.0748 0.919 0.497
E3SMv3 lowECS 0211 [-] 94.8 94.1 83.9 0.752 0.0725 0.291 0.0760 0.920 0.498
E3SMv3 lowECS 0221 [-] 95.1 94.4 83.9 0.751 0.0725 0.300 0.0735 0.919 0.496
E3SMv3 lowECS 0231 [-] 95.3 94.6 83.9 0.741 0.0725 0.306 0.0724 0.919 0.496
E3SMv3 lowECS 0241 [-] 95.1 94.3 83.9 0.737 0.0725 0.298 0.0742 0.919 0.497
E3SMv3 lowECS 0251 [-] 95.2 94.4 83.9 0.749 0.0725 0.301 0.0741 0.919 0.496
E3SMv3 lowECS 0261 [-] 96.9 96.1 83.9 0.756 0.0725 0.350 0.0741 0.920 0.497
E3SMv3 lowECS 0271 [-] 95.5 94.8 83.9 0.746 0.0725 0.312 0.0733 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 0291 [-] 94.8 94.1 83.9 0.744 0.0725 0.291 0.0736 0.918 0.496
E3SMv3 lowECS 0301 [-] 95.8 95.1 83.9 0.748 0.0725 0.320 0.0743 0.918 0.496
E3SMv3 lowECS 0311 [-] 95.7 95.0 83.9 0.749 0.0725 0.317 0.0753 0.919 0.497
E3SMv3 lowECS 0321 [-] 95.0 94.2 83.9 0.743 0.0725 0.295 0.0749 0.919 0.497
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
E3SMv3 lowECS 0051 [-] 190. 190. 82.0 0.160 0.00521 12.8 0.00599 0.376 0.191
E3SMv3 lowECS 0091 [-] 190. 189. 82.0 0.160 0.00521 12.7 0.00630 0.374 0.190
E3SMv3 lowECS 0101 [-] 191. 191. 82.0 0.162 0.00521 12.8 0.00658 0.377 0.192
E3SMv3 lowECS 0111 [-] 190. 190. 82.0 0.166 0.00521 12.8 0.00634 0.378 0.192
E3SMv3 lowECS 0121 [-] 190. 190. 82.0 0.158 0.00521 12.8 0.00568 0.374 0.190
E3SMv3 lowECS 0131 [-] 190. 190. 82.0 0.161 0.00521 12.8 0.00641 0.375 0.191
E3SMv3 lowECS 0141 [-] 191. 191. 82.0 0.157 0.00521 12.9 0.00614 0.373 0.189
E3SMv3 lowECS 0151 [-] 190. 190. 82.0 0.159 0.00521 12.7 0.00683 0.374 0.191
E3SMv3 lowECS 0161 [-] 190. 190. 82.0 0.160 0.00521 12.7 0.00600 0.375 0.191
E3SMv3 lowECS 0171 [-] 191. 191. 82.0 0.158 0.00521 12.8 0.00603 0.372 0.189
E3SMv3 lowECS 0181 [-] 190. 190. 82.0 0.161 0.00521 12.7 0.00597 0.371 0.189
E3SMv3 lowECS 0191 [-] 189. 189. 82.0 0.157 0.00521 12.6 0.00654 0.374 0.190
E3SMv3 lowECS 0201 [-] 191. 191. 82.0 0.170 0.00521 12.9 0.00636 0.373 0.190
E3SMv3 lowECS 0211 [-] 191. 191. 82.0 0.168 0.00521 12.9 0.00613 0.372 0.189
E3SMv3 lowECS 0221 [-] 191. 191. 82.0 0.164 0.00521 12.8 0.00590 0.373 0.189
E3SMv3 lowECS 0231 [-] 189. 189. 82.0 0.161 0.00521 12.6 0.00588 0.373 0.190
E3SMv3 lowECS 0241 [-] 189. 189. 82.0 0.161 0.00521 12.7 0.00659 0.378 0.192
E3SMv3 lowECS 0251 [-] 190. 190. 82.0 0.161 0.00521 12.8 0.00617 0.374 0.190
E3SMv3 lowECS 0261 [-] 191. 190. 82.0 0.167 0.00521 12.8 0.00620 0.373 0.190
E3SMv3 lowECS 0271 [-] 190. 190. 82.0 0.165 0.00521 12.8 0.00640 0.377 0.192
E3SMv3 lowECS 0281 [-] 191. 190. 82.0 0.164 0.00521 12.8 0.00612 0.374 0.190
E3SMv3 lowECS 0291 [-] 190. 190. 82.0 0.164 0.00521 12.8 0.00615 0.376 0.191
E3SMv3 lowECS 0301 [-] 191. 191. 82.0 0.165 0.00521 12.9 0.00606 0.373 0.189
E3SMv3 lowECS 0311 [-] 189. 189. 82.0 0.169 0.00521 12.6 0.00580 0.374 0.190
E3SMv3 lowECS 0321 [-] 191. 191. 82.0 0.165 0.00521 12.9 0.00597 0.372 0.189
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.
E3SMv3 lowECS 0051 [-] 150. 149. 124. 0.941 0.150 0.462 0.0594 0.916 0.488
E3SMv3 lowECS 0091 [-] 149. 148. 124. 0.938 0.150 0.452 0.0590 0.915 0.487
E3SMv3 lowECS 0101 [-] 148. 148. 124. 0.925 0.150 0.442 0.0585 0.914 0.486
E3SMv3 lowECS 0111 [-] 149. 148. 124. 0.930 0.150 0.453 0.0596 0.915 0.487
E3SMv3 lowECS 0121 [-] 148. 147. 124. 0.934 0.150 0.426 0.0611 0.916 0.489
E3SMv3 lowECS 0131 [-] 148. 147. 124. 0.938 0.150 0.434 0.0601 0.915 0.488
E3SMv3 lowECS 0141 [-] 148. 147. 124. 0.939 0.150 0.430 0.0601 0.916 0.488
E3SMv3 lowECS 0151 [-] 147. 146. 124. 0.925 0.150 0.415 0.0603 0.917 0.488
E3SMv3 lowECS 0161 [-] 148. 147. 124. 0.929 0.150 0.434 0.0601 0.915 0.488
E3SMv3 lowECS 0171 [-] 148. 147. 124. 0.935 0.150 0.434 0.0593 0.915 0.487
E3SMv3 lowECS 0181 [-] 149. 148. 124. 0.941 0.150 0.456 0.0590 0.915 0.487
E3SMv3 lowECS 0191 [-] 148. 147. 124. 0.933 0.150 0.437 0.0586 0.915 0.487
E3SMv3 lowECS 0201 [-] 147. 146. 124. 0.937 0.150 0.419 0.0611 0.916 0.489
E3SMv3 lowECS 0211 [-] 148. 147. 124. 0.943 0.150 0.432 0.0613 0.916 0.488
E3SMv3 lowECS 0221 [-] 148. 147. 124. 0.936 0.150 0.436 0.0594 0.916 0.488
E3SMv3 lowECS 0231 [-] 148. 147. 124. 0.928 0.150 0.430 0.0594 0.915 0.487
E3SMv3 lowECS 0241 [-] 148. 147. 124. 0.927 0.150 0.434 0.0602 0.916 0.488
E3SMv3 lowECS 0251 [-] 148. 147. 124. 0.938 0.150 0.428 0.0599 0.915 0.487
E3SMv3 lowECS 0261 [-] 150. 149. 124. 0.945 0.150 0.463 0.0598 0.915 0.487
E3SMv3 lowECS 0271 [-] 147. 146. 124. 0.931 0.150 0.420 0.0597 0.916 0.488
E3SMv3 lowECS 0281 [-] 149. 148. 124. 0.939 0.150 0.460 0.0596 0.914 0.487
E3SMv3 lowECS 0291 [-] 147. 146. 124. 0.932 0.150 0.414 0.0600 0.916 0.488
E3SMv3 lowECS 0301 [-] 149. 148. 124. 0.934 0.150 0.448 0.0598 0.915 0.487
E3SMv3 lowECS 0311 [-] 148. 147. 124. 0.938 0.150 0.435 0.0605 0.915 0.488
E3SMv3 lowECS 0321 [-] 148. 147. 124. 0.934 0.150 0.425 0.0608 0.916 0.489

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
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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
REGIONAL MEAN
Data not available

All Models

Benchmark
Data not available
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E3SMv3 lowECS 0051
Data not available
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E3SMv3 lowECS 0091
Data not available
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E3SMv3 lowECS 0101
Data not available
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E3SMv3 lowECS 0111
Data not available
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E3SMv3 lowECS 0121
Data not available
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E3SMv3 lowECS 0131
Data not available
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E3SMv3 lowECS 0141
Data not available
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E3SMv3 lowECS 0151
Data not available
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E3SMv3 lowECS 0161
Data not available
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E3SMv3 lowECS 0171
Data not available
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E3SMv3 lowECS 0181
Data not available
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E3SMv3 lowECS 0191
Data not available
Data not available
E3SMv3 lowECS 0201
Data not available
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E3SMv3 lowECS 0211
Data not available
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E3SMv3 lowECS 0221
Data not available
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E3SMv3 lowECS 0231
Data not available
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E3SMv3 lowECS 0241
Data not available
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E3SMv3 lowECS 0251
Data not available
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E3SMv3 lowECS 0261
Data not available
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E3SMv3 lowECS 0271
Data not available
Data not available
E3SMv3 lowECS 0281
Data not available
Data not available
E3SMv3 lowECS 0291
Data not available
Data not available
E3SMv3 lowECS 0301
Data not available
Data not available
E3SMv3 lowECS 0311
Data not available
Data not available
E3SMv3 lowECS 0321
Data not available
Data not available

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