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
CanESM5 [-] 106. 88.5 64.9 123. 71.2 23.5 29.7 2.10 0.237 0.371 0.695 0.941 0.523
E3SMv3 default [-] 89.3 88.3 65.1 101. 23.2 27.6 2.10 0.271 0.447 0.677 0.992 0.567
E3SMv3 highECS [-] 90.2 89.2 65.1 103. 24.1 27.6 2.01 0.277 0.459 0.702 0.978 0.575
E3SMv3 lowECS [-] 82.9 82.0 65.1 93.8 17.0 22.6 2.48 0.427 0.418 0.591 0.911 0.553
IPSL-CM6A-LR [-] 102. 84.7 65.0 118. 70.0 19.7 25.6 2.94 0.358 0.369 0.495 0.936 0.505
MIROC-ES2L [-] 115. 104. 64.9 124. 71.2 39.5 41.7 2.29 0.125 0.473 0.607 0.979 0.531
NorESM2-LM [-] 92.0 66.2 65.0 117. 70.0 1.17 14.9 2.40 0.608 0.466 0.593 0.989 0.624
UKESM1-0-LL [-] 105. 76.3 65.0 132. 67.4 11.3 24.0 1.86 0.356 0.334 0.725 0.903 0.530
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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
CanESM5 [-] 127. 121. 88.9 129. 32.5 33.5 2.58 0.0245 0.352 0.591 0.791 0.422
E3SMv3 default [-] 117. 114. 88.9 121. 25.0 25.7 1.63 0.0644 0.473 0.761 0.958 0.546
E3SMv3 highECS [-] 114. 109. 88.9 118. 20.2 21.2 1.86 0.128 0.492 0.712 0.985 0.562
E3SMv3 lowECS [-] 106. 99.5 88.9 113. 10.6 15.2 1.94 0.324 0.391 0.726 0.993 0.565
IPSL-CM6A-LR [-] 118. 94.9 88.9 123. 5.95 17.3 3.15 0.275 0.346 0.472 0.850 0.458
MIROC-ES2L [-] 126. 129. 88.9 125. 40.4 41.3 2.60 0.0107 0.375 0.579 0.846 0.437
NorESM2-LM [-] 124. 108. 88.9 127. 18.8 20.5 2.70 0.133 0.352 0.559 0.893 0.458
UKESM1-0-LL [-] 134. 114. 88.9 139. 25.0 26.4 2.19 0.0611 0.425 0.661 0.879 0.490
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 [-] 31.8
CanESM5 [-] 50.6 44.8 31.9 77.2 20.2 12.8 21.0 1.26 0.383 0.408 0.787 0.902 0.578
E3SMv3 default [-] 45.7 44.1 31.8 58.7 7.09 12.3 16.8 0.968 0.420 0.486 0.853 0.932 0.635
E3SMv3 highECS [-] 46.4 44.7 31.8 60.0 7.09 12.9 16.9 0.954 0.418 0.507 0.851 0.935 0.644
E3SMv3 lowECS [-] 44.2 42.6 31.8 56.7 7.09 10.8 15.7 1.04 0.502 0.488 0.824 0.956 0.652
IPSL-CM6A-LR [-] 50.3 44.3 31.9 77.9 22.0 12.4 17.4 1.09 0.430 0.463 0.808 0.920 0.617
MIROC-ES2L [-] 60.1 55.9 31.9 79.4 20.2 24.0 27.8 1.21 0.239 0.485 0.775 0.824 0.561
NorESM2-LM [-] 45.0 38.9 31.9 73.3 22.0 6.99 13.6 1.10 0.566 0.518 0.809 0.957 0.674
UKESM1-0-LL [-] 48.3 41.9 31.9 78.3 20.8 9.97 16.3 0.997 0.425 0.474 0.821 0.919 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
CanESM5 [-] 25.1 25.0 18.6 25.2 30.4 6.43 12.1 0.358 0.728 0.640 0.962 0.855 0.765
E3SMv3 default [-] 25.5 25.7 18.6 24.4 10.6 7.10 9.65 0.263 0.712 0.770 0.985 0.910 0.829
E3SMv3 highECS [-] 27.3 27.4 18.6 26.9 10.6 8.80 11.2 0.264 0.662 0.760 0.984 0.904 0.814
E3SMv3 lowECS [-] 24.2 24.5 18.6 22.9 10.6 5.84 8.46 0.339 0.756 0.785 0.979 0.938 0.849
IPSL-CM6A-LR [-] 29.8 26.8 18.6 32.8 30.7 8.23 11.3 0.384 0.673 0.715 0.970 0.882 0.791
MIROC-ES2L [-] 33.8 33.7 18.6 33.9 30.4 15.1 18.6 0.468 0.515 0.654 0.955 0.665 0.688
NorESM2-LM [-] 25.9 20.8 18.6 30.8 30.7 2.25 8.84 0.472 0.837 0.716 0.962 0.923 0.831
UKESM1-0-LL [-] 28.4 24.5 18.6 32.2 31.3 5.94 10.3 0.274 0.754 0.697 0.971 0.909 0.806
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
CanESM5 [-] 89.6 88.4 87.1 103. 1.34 38.6 2.33 0.232 0.0564 0.635 0.438 0.283
E3SMv3 default [-] 107. 107. 87.1 100. 20.0 28.4 1.78 0.138 0.195 0.728 0.588 0.369
E3SMv3 highECS [-] 106. 106. 87.1 101. 18.7 26.6 1.85 0.148 0.202 0.714 0.597 0.373
E3SMv3 lowECS [-] 96.2 96.4 87.1 92.5 9.33 22.0 1.99 0.265 0.138 0.693 0.688 0.384
IPSL-CM6A-LR [-] 107. 106. 87.1 115. 19.3 25.2 1.30 0.114 0.175 0.841 0.684 0.398
MIROC-ES2L [-] 131. 132. 87.1 122. 44.7 47.7 2.42 0.0228 0.265 0.621 0.763 0.387
NorESM2-LM [-] 96.7 95.4 87.1 111. 8.32 13.3 1.75 0.353 0.300 0.746 0.980 0.536
UKESM1-0-LL [-] 110. 109. 87.1 120. 21.9 30.9 2.40 0.121 0.168 0.609 0.592 0.331
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
CanESM5 [-] 45.9 33.4 23.5 59.0 32.0 9.96 16.4 0.719 0.637 0.591 0.910 0.834 0.713
E3SMv3 default [-] 35.6 34.2 23.6 45.1 19.3 10.6 13.8 0.349 0.632 0.704 0.975 0.923 0.788
E3SMv3 highECS [-] 37.0 35.5 23.6 47.4 19.3 11.9 14.7 0.349 0.599 0.709 0.975 0.928 0.784
E3SMv3 lowECS [-] 34.2 32.8 23.6 43.4 19.3 9.26 12.4 0.376 0.673 0.720 0.974 0.945 0.807
IPSL-CM6A-LR [-] 51.6 34.7 23.5 69.1 33.2 11.2 15.2 0.527 0.615 0.656 0.949 0.886 0.752
MIROC-ES2L [-] 57.1 44.7 23.5 70.0 32.0 21.2 24.9 0.628 0.426 0.604 0.925 0.720 0.656
NorESM2-LM [-] 47.7 28.8 23.5 67.3 33.2 5.30 12.3 0.529 0.764 0.656 0.947 0.922 0.789
UKESM1-0-LL [-] 50.5 32.1 23.5 69.6 35.1 8.60 13.6 0.511 0.692 0.655 0.943 0.907 0.771

Temporally integrated period mean

BENCHMARK MEAN
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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
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

Benchmark
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CanESM5
Data not available
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E3SMv3 default
Data not available
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E3SMv3 highECS
Data not available
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E3SMv3 lowECS
Data not available
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IPSL-CM6A-LR
Data not available
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MIROC-ES2L
Data not available
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NorESM2-LM
Data not available
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UKESM1-0-LL
Data not available
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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