Mean State

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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 65.1
BCC-CSM2-MR [-] 80.9 79.3 65.6 107. 14.0 24.4 2.64 0.380 0.397 0.583 0.981 0.548
BGCv2LND.GSW [-] 71.1 70.8 65.1 74.1 5.77 17.1 2.14 0.485 0.404 0.666 0.979 0.588
BGCv2LNDATM [-] 78.5 77.8 65.1 86.5 12.7 19.7 1.79 0.484 0.430 0.735 0.966 0.609
CanESM5 [-] 89.1 88.9 65.1 98.8 24.1 32.6 2.34 0.225 0.332 0.643 0.866 0.480
MeanCMIP6 [-] 75.2 73.5 65.1 86.3 8.50 13.9 1.77 0.502 0.579 0.754 0.995 0.682
MIROC-ES2L [-] 103. 104. 65.1 106. 38.7 42.0 2.33 0.140 0.444 0.612 0.910 0.510
UKESM1-0-LL [-] 78.8 76.7 65.1 88.3 12.0 25.0 1.76 0.338 0.350 0.757 0.878 0.535
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 88.9
BCC-CSM2-MR [-] 123. 120. 89.1 128. 32.7 34.0 2.57 0.0329 0.333 0.584 0.981 0.453
BGCv2LND.GSW [-] 111. 112. 88.9 110. 23.2 24.4 2.03 0.0710 0.485 0.689 0.944 0.535
BGCv2LNDATM [-] 113. 114. 88.9 112. 25.3 26.9 1.72 0.0672 0.379 0.749 0.993 0.513
CanESM5 [-] 121. 119. 88.9 123. 32.1 33.0 2.79 0.0301 0.325 0.538 0.978 0.439
MeanCMIP6 [-] 101. 99.7 88.9 104. 11.3 13.1 2.22 0.344 0.502 0.661 0.485 0.499
MIROC-ES2L [-] 130. 132. 88.9 128. 41.5 43.0 2.26 0.0162 0.342 0.644 0.995 0.468
UKESM1-0-LL [-] 114. 112. 88.9 116. 23.9 25.3 2.10 0.0730 0.427 0.683 0.914 0.505
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.8
BCC-CSM2-MR [-] 41.6 39.8 31.8 60.8 9.02 16.0 1.18 0.498 0.452 0.792 0.930 0.625
BGCv2LND.GSW [-] 37.7 35.9 31.8 51.3 12.2 4.12 10.4 0.985 0.580 0.549 0.859 0.973 0.702
BGCv2LNDATM [-] 45.4 43.5 31.8 60.4 12.2 11.7 16.5 0.990 0.455 0.487 0.853 0.944 0.645
CanESM5 [-] 44.5 42.3 31.8 62.0 12.6 22.1 1.32 0.379 0.381 0.766 0.884 0.558
MeanCMIP6 [-] 37.7 36.0 31.8 55.0 4.98 11.6 1.01 0.583 0.576 0.823 0.972 0.706
MIROC-ES2L [-] 55.7 53.8 31.8 68.2 23.1 27.8 1.23 0.253 0.464 0.775 0.808 0.553
UKESM1-0-LL [-] 41.9 40.3 31.8 60.0 9.79 16.5 1.01 0.425 0.476 0.825 0.910 0.623
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.6
BCC-CSM2-MR [-] 22.2 22.9 18.6 19.9 4.15 8.58 0.396 0.799 0.750 0.961 0.891 0.830
BGCv2LND.GSW [-] 20.8 21.1 18.6 18.8 13.2 2.51 7.66 0.311 0.846 0.754 0.979 0.951 0.857
BGCv2LNDATM [-] 26.1 26.1 18.6 26.1 13.2 7.52 10.8 0.459 0.692 0.738 0.967 0.868 0.800
CanESM5 [-] 25.0 25.7 18.6 22.1 6.86 13.0 0.445 0.715 0.620 0.952 0.832 0.748
MeanCMIP6 [-] 18.7 18.8 18.6 18.7 0.0909 7.43 0.280 0.885 0.737 0.972 0.988 0.864
MIROC-ES2L [-] 33.1 34.0 18.6 29.5 15.0 19.2 0.522 0.525 0.631 0.951 0.646 0.677
UKESM1-0-LL [-] 24.6 24.7 18.6 23.5 6.06 10.4 0.335 0.750 0.700 0.964 0.908 0.804
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 87.1
BCC-CSM2-MR [-] 101. 101. 87.1 103. 13.9 28.6 2.18 0.217 0.112 0.679 0.635 0.351
BGCv2LND.GSW [-] 99.3 99.5 87.1 95.2 12.4 18.0 1.16 0.220 0.296 0.855 0.753 0.484
BGCv2LNDATM [-] 104. 104. 87.1 104. 17.4 23.3 1.77 0.156 0.257 0.725 0.867 0.452
CanESM5 [-] 87.1 87.1 87.1 87.2 0.430 42.7 2.52 0.204 0.0488 0.589 0.356 0.249
MeanCMIP6 [-] 89.1 89.1 87.1 88.5 1.91 16.8 2.39 0.358 0.237 0.622 0.811 0.453
MIROC-ES2L [-] 131. 132. 87.1 122. 44.4 49.6 2.53 0.0327 0.233 0.600 0.496 0.319
UKESM1-0-LL [-] 109. 109. 87.1 106. 21.9 31.0 2.28 0.125 0.167 0.633 0.585 0.335
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.6
BCC-CSM2-MR [-] 31.8 30.8 23.6 41.9 7.69 12.3 0.623 0.722 0.693 0.934 0.917 0.792
BGCv2LND.GSW [-] 28.3 27.1 23.6 36.4 19.1 3.55 8.66 0.461 0.808 0.732 0.967 0.976 0.843
BGCv2LNDATM [-] 36.2 34.6 23.6 46.4 19.1 11.1 15.2 0.547 0.627 0.668 0.955 0.935 0.771
CanESM5 [-] 33.8 33.0 23.6 41.0 10.4 17.8 0.756 0.629 0.561 0.907 0.808 0.693
MeanCMIP6 [-] 26.3 25.0 23.6 37.4 1.88 9.58 0.524 0.828 0.700 0.939 0.982 0.830
MIROC-ES2L [-] 45.1 44.0 23.6 52.7 21.0 25.5 0.649 0.437 0.586 0.922 0.679 0.642
UKESM1-0-LL [-] 31.9 31.3 23.6 41.1 8.36 13.7 0.570 0.698 0.649 0.938 0.896 0.766

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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RMSE
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RMSE SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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SEASONAL CYCLE 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
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
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BCC-CSM2-MR
Data not available
Data not available
BGCv2LND.GSW
Data not available
Data not available
BGCv2LNDATM
Data not available
Data not available
CanESM5
Data not available
Data not available
MeanCMIP6
Data not available
Data not available
MIROC-ES2L
Data not available
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UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Derived Optimal Linear Combination Evapotranspiration v1.0

  Institution:
Climate Change Research Center (CCRC) - UNSW - Sydney - Australia

  Source:
ET from GLEAM, MOD16, MPIBGC and PML datasets and observations from FLUXNET

  History:
2017-01-08 17:24:33 v1.0

  References:
Hobeichi, Sanaa, 2017: Derived Optimal Linear Combination Evapotranspiration v1.0 . NCI National Research Data Collection , doi:10.4225/41/58980b55b0495 Hobeichi, S., Abramowitz, G., Evans J. and A. Ukkola. Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate (in prep.)

  Conventions:
CF-1.6, ACDD-1.3

  Description:
DOLCE monthly evapotranspiration product derived by combining DOLCE tier1, tier2 and tier3

  Summary:
Monthly evapotranspiration and its associated uncertainty on a global scale for 2000

  License:
http://creativecommons.org/licenses/by-nc-nd/4.0/

  Id:
http://dx.doi.org/10.4225/41/58980b55b0495

  Product_version:
1.0

  Contact:
s.hobeichi@student.unsw.edu.au

  Organisation:
ARC Centre of Excellence for Climate System Science

  Keywords:
Meteorology, Climatology, Land Surface Processes, Land Surface Models, Evapotranspiration

  Date_created:
2017-02-01

  Creator_name:
Sanaa Hobeichi

  Creator_email:
s.hobeichi@student.unsw.edu.au

  Publisher_name:
ARCCSS data manager

  Publisher_email:
paola.petrelli@utas.edu.au

  Time_coverage_start:
2000-01-01

  Time_coverage_end:
2000-12-31

  Geospatial_lat_min:
-90.0

  Geospatial_lat_max:
90.0

  Geospatial_lon_min:
-180.0

  Geospatial_lon_max:
180.0