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 [-] 66.9
ACCESS-ESM1-5 [-] 86.3 80.8 66.7 3.54 0.223 1.92 0.707 0.853 0.780
BCC-CSM2-MR [-] 48.2 46.6 66.7 1.64 0.254 -2.42 0.608 0.583 0.595
BGCLND [-] 97.5 95.5 66.8 1.99 0.0904 3.59 0.574 0.800 0.687
BGCLNDATM_progCO2 [-] 118. 115. 66.8 2.40 0.0904 6.03 0.511 0.699 0.605
CanESM5 [-] 93.1 82.1 66.9 4.73 2.37 0.642 0.681 0.662
CNRM-ESM2-1 [-] 36.6 35.6 66.7 1.61 0.187 -3.57 0.542 0.456 0.499
EC-Earth3-CC [-] 59.7 56.4 66.9 2.20 -1.25 0.613 0.757 0.685
MeanCMIP6 [-] 65.7 63.2 66.9 3.58 -0.0213 0.600 0.474 0.537
MIROC-ES2L [-] 78.2 66.1 66.8 7.16 0.102 0.400 0.575 0.458 0.517
MPI-ESM1-2-LR [-] 43.9 44.7 62.3 0.880 4.66 -2.24 0.573 0.675 0.624
MRI-ESM2-0 [-] 76.6 75.2 66.6 1.40 0.340 1.15 0.663 0.858 0.761
NorESM2-LM [-] 49.3 49.0 66.9 1.50 -1.82 0.690 0.902 0.796
UKESM1-0-LL [-] 62.3 61.1 66.6 1.40 0.322 -0.325 0.589 0.670 0.629
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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 [-] 70.3
ACCESS-ESM1-5 [-] 32.5 31.1 63.1 1.38 7.14 -6.22 0.630 0.918 0.774
BCC-CSM2-MR [-] 28.5 26.7 64.0 1.82 6.47 -7.45 0.614 0.888 0.751
BGCLND [-] 62.3 61.4 65.6 0.914 4.69 -1.08 0.740 0.952 0.846
BGCLNDATM_progCO2 [-] 67.7 66.9 65.6 0.859 4.69 0.391 0.729 0.917 0.823
CanESM5 [-] 39.4 30.5 70.5 8.08 -1.84 0.723 0.819 0.771
CNRM-ESM2-1 [-] 34.7 31.7 67.8 3.24 2.41 -2.38 0.691 0.865 0.778
EC-Earth3-CC [-] 30.3 29.8 70.0 0.165 -8.76 0.559 0.841 0.700
MeanCMIP6 [-] 27.7 24.5 70.3 3.46 -5.94 0.641 0.578 0.609
MIROC-ES2L [-] 27.5 18.2 67.8 7.92 2.72 -7.11 0.587 0.421 0.504
MPI-ESM1-2-LR [-] 22.4 20.3 33.5 2.34 36.8 -6.97 0.649 0.837 0.743
MRI-ESM2-0 [-] 48.2 44.8 62.6 3.31 7.81 0.180 0.730 0.931 0.831
NorESM2-LM [-] 47.0 39.8 70.3 6.61 0.502 0.733 0.952 0.842
UKESM1-0-LL [-] 38.4 33.8 64.5 4.64 5.74 -1.78 0.735 0.470 0.602
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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 [-] 588.
ACCESS-ESM1-5 [-] 665. 637. 580. 27.1 8.31 0.931 0.621 0.890 0.755
BCC-CSM2-MR [-] 391. 368. 579. 22.4 9.57 -2.03 0.606 0.768 0.687
BGCLND [-] 667. 644. 582. 23.2 6.61 0.641 0.614 0.801 0.708
BGCLNDATM_progCO2 [-] 706. 679. 582. 27.3 6.61 1.03 0.580 0.685 0.632
CanESM5 [-] 514. 464. 588. 41.6 -0.428 0.604 0.815 0.710
CNRM-ESM2-1 [-] 497. 469. 586. 25.5 1.93 -0.501 0.623 0.858 0.741
EC-Earth3-CC [-] 387. 368. 588. 19.5 -2.34 0.576 0.827 0.701
MeanCMIP6 [-] 452. 417. 588. 34.3 -1.25 0.625 0.667 0.646
MIROC-ES2L [-] 525. 463. 586. 52.0 1.87 -0.667 0.606 0.785 0.696
MPI-ESM1-2-LR [-] 372. 347. 512. 22.9 76.1 -1.93 0.571 0.797 0.684
MRI-ESM2-0 [-] 492. 469. 580. 21.8 8.33 -0.592 0.606 0.858 0.732
NorESM2-LM [-] 467. 434. 588. 26.0 -0.760 0.646 0.912 0.779
UKESM1-0-LL [-] 546. 512. 578. 31.3 10.5 0.0695 0.636 0.863 0.750
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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 [-] 102.
ACCESS-ESM1-5 [-] 140. 144. 101. 2.97 0.812 1.88 0.549 0.746 0.647
BCC-CSM2-MR [-] 82.9 82.5 101. 3.44 0.848 -0.694 0.636 0.894 0.765
BGCLND [-] 98.5 91.2 101. 7.33 1.32 -0.386 0.640 0.769 0.705
BGCLNDATM_progCO2 [-] 74.8 68.6 101. 6.13 1.32 -1.33 0.623 0.651 0.637
CanESM5 [-] 88.3 85.5 102. 4.08 -0.417 0.591 0.853 0.722
CNRM-ESM2-1 [-] 100. 98.8 102. 4.09 0.0796 0.105 0.636 0.902 0.769
EC-Earth3-CC [-] 47.9 45.9 102. 1.28 -2.30 0.540 0.792 0.666
MeanCMIP6 [-] 83.9 79.9 102. 3.99 -0.734 0.665 0.870 0.768
MIROC-ES2L [-] 91.9 86.9 102. 6.27 0.0399 -0.499 0.630 0.878 0.754
MPI-ESM1-2-LR [-] 53.7 51.2 96.8 3.61 5.10 -1.96 0.560 0.691 0.626
MRI-ESM2-0 [-] 79.6 74.2 101. 8.05 0.727 -0.729 0.565 0.802 0.684
NorESM2-LM [-] 99.9 91.8 102. 3.77 -0.00984 0.606 0.855 0.730
UKESM1-0-LL [-] 72.8 68.5 101. 4.28 1.23 -1.10 0.630 0.811 0.720
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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 [-] 130.
ACCESS-ESM1-5 [-] 124. 124. 129. 0.270 0.202 -0.430 0.763 0.951 0.857
BCC-CSM2-MR [-] 77.8 77.7 129. 0.216 0.346 -5.95 0.665 0.792 0.728
BGCLND [-] 192. 192. 130. 0.237 0.0462 7.38 0.632 0.580 0.606
BGCLNDATM_progCO2 [-] 226. 226. 130. 0.233 0.0462 11.5 0.528 0.438 0.483
CanESM5 [-] 60.7 56.5 130. 0.405 -8.25 0.585 0.817 0.701
CNRM-ESM2-1 [-] 92.9 92.7 129. 0.458 0.0856 -4.03 0.742 0.950 0.846
EC-Earth3-CC [-] 97.4 97.1 130. 0.0824 -3.90 0.643 0.771 0.707
MeanCMIP6 [-] 71.6 71.1 130. 0.482 -6.59 0.639 0.472 0.555
MIROC-ES2L [-] 92.2 87.6 129. 1.17 0.164 -4.51 0.693 0.714 0.703
MPI-ESM1-2-LR [-] 94.5 91.7 126. 0.121 3.52 -4.22 0.707 0.921 0.814
MRI-ESM2-0 [-] 113. 113. 129. 0.227 0.495 -1.67 0.719 0.857 0.788
NorESM2-LM [-] 131. 129. 130. 1.06 0.669 0.778 0.965 0.871
UKESM1-0-LL [-] 114. 114. 129. 0.505 0.393 -1.31 0.778 0.812 0.795
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 [-] 183.
ACCESS-ESM1-5 [-] 231. 226. 181. 7.84 1.96 1.37 0.559 0.746 0.653
BCC-CSM2-MR [-] 134. 126. 181. 7.48 2.79 -1.33 0.605 0.879 0.742
BGCLND [-] 153. 145. 181. 7.12 2.24 -0.947 0.612 0.855 0.733
BGCLNDATM_progCO2 [-] 123. 116. 181. 7.57 2.24 -1.74 0.609 0.762 0.686
CanESM5 [-] 144. 137. 183. 12.0 -0.747 0.594 0.859 0.726
CNRM-ESM2-1 [-] 176. 164. 183. 10.9 0.170 -0.0284 0.609 0.881 0.745
EC-Earth3-CC [-] 94.6 88.6 183. 6.35 -2.49 0.558 0.803 0.680
MeanCMIP6 [-] 140. 130. 183. 10.4 -1.08 0.652 0.860 0.756
MIROC-ES2L [-] 160. 145. 183. 19.1 0.359 -0.627 0.607 0.860 0.734
MPI-ESM1-2-LR [-] 77.9 71.0 169. 7.43 14.0 -2.78 0.523 0.635 0.579
MRI-ESM2-0 [-] 141. 128. 181. 11.9 2.01 -0.934 0.566 0.770 0.668
NorESM2-LM [-] 130. 121. 183. 8.18 -1.14 0.564 0.823 0.693
UKESM1-0-LL [-] 120. 108. 181. 11.9 2.63 -1.59 0.614 0.811 0.712

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

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
Data not available

Data Information

  Title:
GEOCARBON: Towards an Operational Global Carbon Observing System

  Version:
3

  Institution:
GEOCARBON (European FP7 project)

  Source:
Files are available https://www.bgc-jena.mpg.de/geodb/projects/Home.php

  History:
2024-06-20: downloaded source from https://www.bgc-jena.mpg.de/geodb/projects/DataDnld.php
2024-06-21: coarsened to 0.5 degree resolution using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/biomass/GEOCARBON/convert.py

  References:
GEOCARBON (283080), Operational Global Carbon Observing System, ENV.2011.4.1.1-1