Mean State

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Period Mean (original grids) [Tg yr-1]
Model Period Mean (intersection) [Tg yr-1]
Benchmark Period Mean (intersection) [Tg yr-1]
Model Period Mean (complement) [Tg yr-1]
Benchmark Period Mean (complement) [Tg yr-1]
Bias [kg ha-1 yr-1]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.04
BGCv2LND.GSW [-] 11.3 10.9 7.01 0.331 0.0237 4.06 0.495 0.934 0.714
BGCv2LNDATM [-] 11.7 11.3 7.01 0.328 0.0237 4.43 0.463 0.928 0.696
MeanCMIP6 [-] 10.5 10.4 7.04 0.376 3.88 0.484 0.921 0.703
MIROC-ES2L [-] 13.8 11.8 7.04 0.832 0.000471 5.52 0.468 0.913 0.691
UKESM1-0-LL [-] 12.0 11.8 7.03 0.298 0.00402 5.35 0.333 0.540 0.436
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Period Mean (original grids) [Tg yr-1]
Model Period Mean (intersection) [Tg yr-1]
Benchmark Period Mean (intersection) [Tg yr-1]
Model Period Mean (complement) [Tg yr-1]
Benchmark Period Mean (complement) [Tg yr-1]
Bias [kg ha-1 yr-1]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.23
BGCv2LND.GSW [-] 6.34 3.80 2.17 2.54 0.0686 6.89 0.458 0.656 0.557
BGCv2LNDATM [-] 6.20 3.76 2.17 2.44 0.0686 6.73 0.459 0.511 0.485
MeanCMIP6 [-] 4.58 3.02 2.23 1.63 8.18 0.418 0.729 0.573
MIROC-ES2L [-] 5.66 2.54 2.22 2.87 0.0180 6.87 0.508 0.440 0.474
UKESM1-0-LL [-] 6.81 4.51 2.20 2.28 0.0342 16.3 0.183 0.485 0.334
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Period Mean (original grids) [Tg yr-1]
Model Period Mean (intersection) [Tg yr-1]
Benchmark Period Mean (intersection) [Tg yr-1]
Model Period Mean (complement) [Tg yr-1]
Benchmark Period Mean (complement) [Tg yr-1]
Bias [kg ha-1 yr-1]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 88.2
BGCv2LND.GSW [-] 94.7 85.6 87.8 9.13 0.487 -0.175 0.531 0.845 0.688
BGCv2LNDATM [-] 93.0 84.5 87.8 8.47 0.487 -0.260 0.510 0.835 0.672
MeanCMIP6 [-] 105. 97.0 88.3 8.15 0.0120 1.17 0.544 0.743 0.644
MIROC-ES2L [-] 127. 113. 88.2 11.6 0.0366 2.48 0.521 0.356 0.438
UKESM1-0-LL [-] 111. 102. 87.9 8.14 0.320 1.68 0.450 0.652 0.551
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Period Mean (original grids) [Tg yr-1]
Model Period Mean (intersection) [Tg yr-1]
Benchmark Period Mean (intersection) [Tg yr-1]
Model Period Mean (complement) [Tg yr-1]
Benchmark Period Mean (complement) [Tg yr-1]
Bias [kg ha-1 yr-1]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.2
BGCv2LND.GSW [-] 15.2 13.9 18.4 1.23 0.179 -1.62 0.617 0.573 0.595
BGCv2LNDATM [-] 13.2 12.1 18.4 1.09 0.179 -2.30 0.593 0.576 0.585
MeanCMIP6 [-] 13.6 12.5 18.6 1.15 0.00255 -2.03 0.614 0.626 0.620
MIROC-ES2L [-] 14.5 12.9 18.2 1.52 0.00401 -1.73 0.635 0.803 0.719
UKESM1-0-LL [-] 16.6 15.3 18.5 1.30 0.0874 -0.909 0.587 0.803 0.695
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Period Mean (original grids) [Tg yr-1]
Model Period Mean (intersection) [Tg yr-1]
Benchmark Period Mean (intersection) [Tg yr-1]
Model Period Mean (complement) [Tg yr-1]
Benchmark Period Mean (complement) [Tg yr-1]
Bias [kg ha-1 yr-1]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.52
BGCv2LND.GSW [-] 13.3 12.7 6.60 0.632 0.00954 7.54 0.419 0.858 0.638
BGCv2LNDATM [-] 13.3 12.7 6.60 0.602 0.00954 7.55 0.417 0.908 0.662
MeanCMIP6 [-] 13.5 13.1 6.60 0.439 8.37 0.394 0.964 0.679
MIROC-ES2L [-] 11.5 10.3 6.54 0.601 0.000770 5.04 0.577 0.962 0.769
UKESM1-0-LL [-] 16.2 15.7 6.53 0.397 0.00600 11.8 0.295 0.694 0.495
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Period Mean (original grids) [Tg yr-1]
Model Period Mean (intersection) [Tg yr-1]
Benchmark Period Mean (intersection) [Tg yr-1]
Model Period Mean (complement) [Tg yr-1]
Benchmark Period Mean (complement) [Tg yr-1]
Bias [kg ha-1 yr-1]
Bias Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 38.2
BGCv2LND.GSW [-] 24.9 22.8 38.2 2.16 0.189 -3.32 0.580 0.647 0.614
BGCv2LNDATM [-] 22.9 20.9 38.2 1.91 0.189 -3.72 0.566 0.593 0.579
MeanCMIP6 [-] 32.1 29.6 38.3 2.44 0.00255 -1.59 0.578 0.821 0.699
MIROC-ES2L [-] 46.6 44.0 38.0 4.57 0.0148 1.61 0.542 0.234 0.388
UKESM1-0-LL [-] 30.5 28.0 38.4 2.39 0.130 -1.88 0.567 0.835 0.701

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
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Spatially integrated regional mean

MODEL COLORS
Data not available

All Models

Benchmark
Data not available
Data not available
BGCv2LND.GSW
Data not available
Data not available
BGCv2LNDATM
Data not available
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MeanCMIP6
Data not available
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MIROC-ES2L
Data not available
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UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Biological Nitrogen Fixation

  Version:
1

  Institutions:
University of Exeter

  Source:
A comprehensive global meta analysis of field measurements

  History:
2020-12-14: obtained dataset 2020-12-14: converted to netCDF

  References:
Davies-Barnard, T. and Friedlingstein, P. (2020), The Global Distribution of Biological Nitrogen Fixation in Terrestrial Natural Ecosystems, Global Biogeochemical Cycles, 3, doi:10.1029/2019GB006387

  Comments:
time_period: single estimate from 1980 through 2019
temporal_resolution: monthly
spatial_resolution: 0.5 degree
units: kg m-2 s-1

  Convention:
CF-1.8