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 highECS 0051 [-] 129. 128. 57.3 0.234 0.0114 7.06 0.0122 0.328 0.170
E3SMv3 highECS 0091 [-] 129. 128. 57.3 0.231 0.0114 7.06 0.0123 0.329 0.171
E3SMv3 highECS 0101 [-] 129. 129. 57.3 0.235 0.0114 7.11 0.0121 0.329 0.170
E3SMv3 highECS 0111 [-] 129. 129. 57.3 0.236 0.0114 7.09 0.0126 0.329 0.171
E3SMv3 highECS 0121 [-] 129. 129. 57.3 0.235 0.0114 7.08 0.0126 0.328 0.170
E3SMv3 highECS 0131 [-] 129. 129. 57.3 0.236 0.0114 7.09 0.0123 0.328 0.170
E3SMv3 highECS 0141 [-] 128. 128. 57.3 0.233 0.0114 7.04 0.0128 0.329 0.171
E3SMv3 highECS 0151 [-] 128. 128. 57.3 0.236 0.0114 7.05 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 0171 [-] 128. 128. 57.3 0.236 0.0114 7.03 0.0118 0.329 0.170
E3SMv3 highECS 0181 [-] 128. 128. 57.3 0.237 0.0114 7.02 0.0118 0.328 0.170
E3SMv3 highECS 0191 [-] 129. 129. 57.3 0.239 0.0114 7.11 0.0127 0.328 0.171
E3SMv3 highECS 0201 [-] 129. 129. 57.3 0.240 0.0114 7.09 0.0117 0.330 0.171
E3SMv3 highECS 0211 [-] 128. 128. 57.3 0.234 0.0114 6.98 0.0131 0.328 0.171
E3SMv3 highECS 0221 [-] 129. 129. 57.3 0.238 0.0114 7.08 0.0122 0.331 0.171
E3SMv3 highECS 0231 [-] 128. 128. 57.3 0.235 0.0114 7.03 0.0123 0.327 0.170
E3SMv3 highECS 0241 [-] 128. 128. 57.3 0.233 0.0114 7.04 0.0120 0.327 0.170
E3SMv3 highECS 0251 [-] 128. 128. 57.3 0.237 0.0114 7.03 0.0122 0.328 0.170
E3SMv3 highECS 0261 [-] 129. 129. 57.3 0.239 0.0114 7.11 0.0124 0.326 0.169
E3SMv3 highECS 0271 [-] 129. 129. 57.3 0.238 0.0114 7.10 0.0121 0.327 0.169
E3SMv3 highECS 0281 [-] 129. 128. 57.3 0.234 0.0114 7.07 0.0123 0.326 0.169
E3SMv3 highECS 0291 [-] 128. 128. 57.3 0.236 0.0114 7.03 0.0126 0.328 0.170
E3SMv3 highECS 0301 [-] 129. 129. 57.3 0.239 0.0114 7.11 0.0116 0.328 0.170
E3SMv3 highECS 0311 [-] 129. 129. 57.3 0.239 0.0114 7.13 0.0115 0.328 0.170
E3SMv3 highECS 0321 [-] 128. 128. 57.3 0.239 0.0114 7.03 0.0118 0.327 0.169
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 highECS 0051 [-] 68.9 68.5 24.6 0.746 0.277 10.8 0.00908 0.617 0.313
E3SMv3 highECS 0091 [-] 68.7 68.2 24.6 0.741 0.277 10.8 0.00867 0.617 0.313
E3SMv3 highECS 0101 [-] 68.4 67.9 24.6 0.737 0.277 10.7 0.00976 0.613 0.311
E3SMv3 highECS 0111 [-] 68.8 68.4 24.6 0.748 0.277 10.8 0.00914 0.616 0.313
E3SMv3 highECS 0121 [-] 68.7 68.2 24.6 0.748 0.277 10.8 0.00922 0.616 0.313
E3SMv3 highECS 0131 [-] 68.5 68.1 24.6 0.747 0.277 10.8 0.00918 0.612 0.311
E3SMv3 highECS 0141 [-] 68.8 68.3 24.6 0.743 0.277 10.8 0.00875 0.617 0.313
E3SMv3 highECS 0151 [-] 68.8 68.4 24.6 0.747 0.277 10.8 0.00840 0.619 0.314
E3SMv3 highECS 0161 [-] 68.5 68.1 24.6 0.743 0.277 10.8 0.00854 0.614 0.311
E3SMv3 highECS 0171 [-] 68.8 68.3 24.6 0.746 0.277 10.8 0.00905 0.617 0.313
E3SMv3 highECS 0181 [-] 68.4 68.0 24.6 0.743 0.277 10.7 0.00909 0.614 0.311
E3SMv3 highECS 0191 [-] 68.6 68.2 24.6 0.750 0.277 10.8 0.00898 0.615 0.312
E3SMv3 highECS 0201 [-] 68.1 67.7 24.6 0.740 0.277 10.7 0.00900 0.611 0.310
E3SMv3 highECS 0211 [-] 68.7 68.3 24.6 0.742 0.277 10.8 0.00877 0.616 0.313
E3SMv3 highECS 0221 [-] 68.6 68.1 24.6 0.744 0.277 10.8 0.00891 0.616 0.312
E3SMv3 highECS 0231 [-] 68.4 68.0 24.6 0.746 0.277 10.7 0.00873 0.612 0.310
E3SMv3 highECS 0241 [-] 68.5 68.1 24.6 0.746 0.277 10.8 0.00910 0.617 0.313
E3SMv3 highECS 0251 [-] 69.2 68.8 24.6 0.756 0.277 10.9 0.00912 0.620 0.314
E3SMv3 highECS 0261 [-] 68.9 68.4 24.6 0.751 0.277 10.8 0.00861 0.617 0.313
E3SMv3 highECS 0271 [-] 68.7 68.3 24.6 0.750 0.277 10.8 0.00919 0.615 0.312
E3SMv3 highECS 0281 [-] 68.9 68.4 24.6 0.754 0.277 10.8 0.00899 0.617 0.313
E3SMv3 highECS 0291 [-] 68.3 67.9 24.6 0.740 0.277 10.7 0.00881 0.611 0.310
E3SMv3 highECS 0301 [-] 69.0 68.5 24.6 0.753 0.277 10.9 0.00950 0.618 0.314
E3SMv3 highECS 0311 [-] 68.9 68.4 24.6 0.750 0.277 10.8 0.00932 0.616 0.313
E3SMv3 highECS 0321 [-] 69.1 68.7 24.6 0.753 0.277 10.9 0.00919 0.619 0.314
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 highECS 0051 [-] 746. 743. 377. 3.01 0.305 2.55 0.0314 0.387 0.209
E3SMv3 highECS 0091 [-] 745. 742. 377. 2.99 0.305 2.55 0.0313 0.386 0.209
E3SMv3 highECS 0101 [-] 744. 741. 377. 2.99 0.305 2.54 0.0313 0.385 0.208
E3SMv3 highECS 0111 [-] 747. 744. 377. 3.01 0.305 2.56 0.0314 0.383 0.207
E3SMv3 highECS 0121 [-] 747. 744. 377. 3.02 0.305 2.56 0.0312 0.386 0.208
E3SMv3 highECS 0131 [-] 747. 744. 377. 3.01 0.305 2.56 0.0320 0.387 0.210
E3SMv3 highECS 0141 [-] 744. 741. 377. 3.01 0.305 2.54 0.0321 0.385 0.208
E3SMv3 highECS 0151 [-] 745. 742. 377. 3.00 0.305 2.54 0.0317 0.384 0.208
E3SMv3 highECS 0161 [-] 741. 738. 377. 2.99 0.305 2.51 0.0317 0.385 0.209
E3SMv3 highECS 0171 [-] 744. 741. 377. 3.00 0.305 2.54 0.0319 0.383 0.208
E3SMv3 highECS 0181 [-] 746. 743. 377. 3.00 0.305 2.55 0.0307 0.384 0.207
E3SMv3 highECS 0191 [-] 744. 741. 377. 3.00 0.305 2.54 0.0320 0.386 0.209
E3SMv3 highECS 0201 [-] 742. 739. 377. 3.00 0.305 2.53 0.0316 0.387 0.209
E3SMv3 highECS 0211 [-] 745. 742. 377. 3.01 0.305 2.54 0.0325 0.387 0.210
E3SMv3 highECS 0221 [-] 747. 744. 377. 3.01 0.305 2.56 0.0318 0.384 0.208
E3SMv3 highECS 0231 [-] 744. 741. 377. 3.02 0.305 2.54 0.0310 0.387 0.209
E3SMv3 highECS 0241 [-] 744. 741. 377. 3.02 0.305 2.54 0.0321 0.386 0.209
E3SMv3 highECS 0251 [-] 746. 743. 377. 3.02 0.305 2.55 0.0318 0.386 0.209
E3SMv3 highECS 0261 [-] 745. 742. 377. 3.01 0.305 2.55 0.0314 0.385 0.208
E3SMv3 highECS 0271 [-] 744. 741. 377. 3.03 0.305 2.54 0.0316 0.385 0.208
E3SMv3 highECS 0281 [-] 744. 741. 377. 3.01 0.305 2.54 0.0309 0.384 0.207
E3SMv3 highECS 0291 [-] 742. 739. 377. 2.99 0.305 2.52 0.0318 0.384 0.208
E3SMv3 highECS 0301 [-] 745. 742. 377. 3.02 0.305 2.55 0.0315 0.385 0.208
E3SMv3 highECS 0311 [-] 744. 741. 377. 3.01 0.305 2.54 0.0323 0.383 0.208
E3SMv3 highECS 0321 [-] 746. 743. 377. 3.03 0.305 2.55 0.0321 0.382 0.207
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 highECS 0051 [-] 104. 103. 83.9 0.869 0.0725 0.552 0.0769 0.914 0.495
E3SMv3 highECS 0091 [-] 102. 101. 83.9 0.862 0.0725 0.502 0.0768 0.916 0.496
E3SMv3 highECS 0101 [-] 102. 102. 83.9 0.865 0.0725 0.512 0.0771 0.915 0.496
E3SMv3 highECS 0111 [-] 103. 102. 83.9 0.857 0.0725 0.515 0.0759 0.915 0.495
E3SMv3 highECS 0121 [-] 103. 102. 83.9 0.865 0.0725 0.514 0.0758 0.916 0.496
E3SMv3 highECS 0131 [-] 102. 101. 83.9 0.864 0.0725 0.505 0.0792 0.916 0.498
E3SMv3 highECS 0141 [-] 103. 102. 83.9 0.867 0.0725 0.515 0.0776 0.914 0.496
E3SMv3 highECS 0151 [-] 102. 101. 83.9 0.858 0.0725 0.488 0.0758 0.916 0.496
E3SMv3 highECS 0161 [-] 102. 101. 83.9 0.860 0.0725 0.483 0.0784 0.917 0.498
E3SMv3 highECS 0171 [-] 101. 100. 83.9 0.868 0.0725 0.477 0.0802 0.917 0.499
E3SMv3 highECS 0181 [-] 103. 102. 83.9 0.858 0.0725 0.514 0.0759 0.916 0.496
E3SMv3 highECS 0191 [-] 101. 100. 83.9 0.859 0.0725 0.479 0.0788 0.917 0.498
E3SMv3 highECS 0201 [-] 101. 101. 83.9 0.856 0.0725 0.479 0.0790 0.916 0.498
E3SMv3 highECS 0211 [-] 102. 101. 83.9 0.864 0.0725 0.495 0.0782 0.916 0.497
E3SMv3 highECS 0221 [-] 103. 102. 83.9 0.865 0.0725 0.515 0.0789 0.917 0.498
E3SMv3 highECS 0231 [-] 103. 102. 83.9 0.875 0.0725 0.521 0.0758 0.915 0.495
E3SMv3 highECS 0241 [-] 104. 103. 83.9 0.877 0.0725 0.552 0.0796 0.913 0.496
E3SMv3 highECS 0251 [-] 102. 101. 83.9 0.861 0.0725 0.504 0.0783 0.916 0.497
E3SMv3 highECS 0261 [-] 102. 102. 83.9 0.864 0.0725 0.510 0.0766 0.916 0.496
E3SMv3 highECS 0271 [-] 103. 102. 83.9 0.868 0.0725 0.528 0.0772 0.915 0.496
E3SMv3 highECS 0281 [-] 102. 101. 83.9 0.856 0.0725 0.488 0.0753 0.915 0.495
E3SMv3 highECS 0291 [-] 102. 101. 83.9 0.856 0.0725 0.486 0.0789 0.917 0.498
E3SMv3 highECS 0301 [-] 103. 102. 83.9 0.870 0.0725 0.512 0.0770 0.916 0.497
E3SMv3 highECS 0311 [-] 100. 99.5 83.9 0.859 0.0725 0.450 0.0800 0.916 0.498
E3SMv3 highECS 0321 [-] 102. 101. 83.9 0.858 0.0725 0.500 0.0785 0.916 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 highECS 0051 [-] 231. 231. 82.0 0.231 0.00521 17.6 0.00415 0.270 0.137
E3SMv3 highECS 0091 [-] 232. 232. 82.0 0.224 0.00521 17.7 0.00403 0.269 0.137
E3SMv3 highECS 0101 [-] 232. 231. 82.0 0.230 0.00521 17.7 0.00409 0.269 0.136
E3SMv3 highECS 0111 [-] 234. 233. 82.0 0.228 0.00521 17.9 0.00414 0.268 0.136
E3SMv3 highECS 0121 [-] 232. 231. 82.0 0.232 0.00521 17.7 0.00423 0.268 0.136
E3SMv3 highECS 0131 [-] 231. 230. 82.0 0.228 0.00521 17.5 0.00413 0.272 0.138
E3SMv3 highECS 0141 [-] 232. 232. 82.0 0.226 0.00521 17.7 0.00406 0.267 0.135
E3SMv3 highECS 0151 [-] 233. 233. 82.0 0.230 0.00521 17.8 0.00410 0.266 0.135
E3SMv3 highECS 0161 [-] 231. 231. 82.0 0.224 0.00521 17.6 0.00377 0.267 0.136
E3SMv3 highECS 0171 [-] 233. 233. 82.0 0.231 0.00521 17.8 0.00402 0.266 0.135
E3SMv3 highECS 0181 [-] 233. 233. 82.0 0.230 0.00521 17.8 0.00428 0.266 0.135
E3SMv3 highECS 0191 [-] 231. 231. 82.0 0.230 0.00521 17.6 0.00400 0.269 0.136
E3SMv3 highECS 0201 [-] 231. 231. 82.0 0.231 0.00521 17.6 0.00401 0.270 0.137
E3SMv3 highECS 0211 [-] 231. 231. 82.0 0.233 0.00521 17.6 0.00439 0.271 0.138
E3SMv3 highECS 0221 [-] 233. 233. 82.0 0.229 0.00521 17.8 0.00441 0.266 0.135
E3SMv3 highECS 0231 [-] 230. 230. 82.0 0.232 0.00521 17.5 0.00424 0.271 0.138
E3SMv3 highECS 0241 [-] 231. 231. 82.0 0.229 0.00521 17.6 0.00412 0.270 0.137
E3SMv3 highECS 0251 [-] 232. 231. 82.0 0.235 0.00521 17.7 0.00424 0.269 0.137
E3SMv3 highECS 0261 [-] 231. 231. 82.0 0.231 0.00521 17.6 0.00411 0.268 0.136
E3SMv3 highECS 0271 [-] 231. 231. 82.0 0.233 0.00521 17.6 0.00410 0.268 0.136
E3SMv3 highECS 0281 [-] 232. 232. 82.0 0.226 0.00521 17.7 0.00427 0.267 0.136
E3SMv3 highECS 0291 [-] 232. 232. 82.0 0.232 0.00521 17.7 0.00434 0.267 0.136
E3SMv3 highECS 0301 [-] 232. 231. 82.0 0.232 0.00521 17.6 0.00391 0.269 0.137
E3SMv3 highECS 0311 [-] 233. 233. 82.0 0.231 0.00521 17.8 0.00395 0.267 0.136
E3SMv3 highECS 0321 [-] 233. 233. 82.0 0.235 0.00521 17.9 0.00437 0.266 0.135
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 highECS 0051 [-] 155. 154. 124. 1.04 0.150 0.561 0.0596 0.910 0.485
E3SMv3 highECS 0091 [-] 154. 153. 124. 1.03 0.150 0.548 0.0592 0.910 0.485
E3SMv3 highECS 0101 [-] 154. 153. 124. 1.03 0.150 0.544 0.0595 0.910 0.485
E3SMv3 highECS 0111 [-] 153. 152. 124. 1.03 0.150 0.534 0.0594 0.909 0.484
E3SMv3 highECS 0121 [-] 154. 153. 124. 1.04 0.150 0.552 0.0589 0.910 0.485
E3SMv3 highECS 0131 [-] 153. 152. 124. 1.04 0.150 0.538 0.0614 0.910 0.486
E3SMv3 highECS 0141 [-] 152. 151. 124. 1.04 0.150 0.515 0.0612 0.911 0.486
E3SMv3 highECS 0151 [-] 152. 151. 124. 1.03 0.150 0.510 0.0595 0.911 0.485
E3SMv3 highECS 0161 [-] 152. 151. 124. 1.03 0.150 0.516 0.0610 0.912 0.486
E3SMv3 highECS 0171 [-] 153. 152. 124. 1.03 0.150 0.520 0.0617 0.912 0.487
E3SMv3 highECS 0181 [-] 154. 153. 124. 1.03 0.150 0.547 0.0587 0.909 0.484
E3SMv3 highECS 0191 [-] 153. 152. 124. 1.03 0.150 0.532 0.0611 0.912 0.486
E3SMv3 highECS 0201 [-] 152. 151. 124. 1.03 0.150 0.515 0.0615 0.911 0.486
E3SMv3 highECS 0211 [-] 153. 152. 124. 1.03 0.150 0.525 0.0606 0.912 0.486
E3SMv3 highECS 0221 [-] 154. 153. 124. 1.04 0.150 0.553 0.0601 0.909 0.485
E3SMv3 highECS 0231 [-] 155. 154. 124. 1.05 0.150 0.561 0.0589 0.909 0.484
E3SMv3 highECS 0241 [-] 154. 153. 124. 1.04 0.150 0.556 0.0614 0.906 0.484
E3SMv3 highECS 0251 [-] 153. 152. 124. 1.03 0.150 0.527 0.0610 0.910 0.486
E3SMv3 highECS 0261 [-] 154. 153. 124. 1.03 0.150 0.542 0.0594 0.911 0.485
E3SMv3 highECS 0271 [-] 153. 152. 124. 1.04 0.150 0.533 0.0600 0.910 0.485
E3SMv3 highECS 0281 [-] 153. 152. 124. 1.03 0.150 0.537 0.0581 0.909 0.484
E3SMv3 highECS 0291 [-] 152. 151. 124. 1.03 0.150 0.515 0.0611 0.911 0.486
E3SMv3 highECS 0301 [-] 154. 153. 124. 1.04 0.150 0.547 0.0596 0.910 0.485
E3SMv3 highECS 0311 [-] 151. 150. 124. 1.03 0.150 0.492 0.0616 0.912 0.487
E3SMv3 highECS 0321 [-] 152. 151. 124. 1.03 0.150 0.516 0.0613 0.911 0.486

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