Mean State

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 [-] 59.3
bcc-csm1-1 [-] 65.8 63.8 59.3 88.5 5.54 21.7 2.23 0.507 0.484 0.658 0.976 0.622
BCC-CSM2-MR [-] 72.3 69.1 59.3 98.6 10.4 24.2 2.13 0.396 0.521 0.666 0.922 0.605
CanESM2 [-] 71.3 73.2 59.3 51.3 14.1 25.7 2.04 0.329 0.453 0.695 0.962 0.578
CanESM5 [-] 81.5 80.2 59.3 94.3 21.1 32.9 2.11 0.212 0.381 0.681 0.875 0.506
CESM1-BGC [-] 84.9 84.4 59.3 96.9 25.4 31.8 2.16 0.139 0.454 0.671 0.985 0.540
CESM2 [-] 68.1 67.1 59.3 87.0 8.37 18.5 2.27 0.535 0.567 0.650 0.980 0.660
GFDL-ESM2G [-] 81.4 81.3 59.3 84.1 22.5 35.9 2.04 0.231 0.279 0.689 0.941 0.484
GFDL-ESM4 [-] 98.3 79.7 59.3 121. 20.5 26.8 1.70 0.206 0.495 0.747 0.992 0.587
IPSL-CM5A-LR [-] 71.2 67.4 59.3 83.2 9.03 25.2 1.66 0.288 0.565 0.752 0.792 0.593
IPSL-CM6A-LR [-] 75.2 76.1 59.3 84.8 17.4 25.8 2.51 0.362 0.481 0.592 0.982 0.580
MeanCMIP5 [-] 96.2 77.0 59.5 120. 54.8 17.5 22.1 1.39 0.265 0.656 0.797 0.981 0.671
MeanCMIP6 [-] 75.0 73.9 59.3 92.5 14.9 19.2 1.69 0.359 0.714 0.749 0.974 0.702
MIROC-ESM [-] 86.6 87.4 59.3 70.8 28.7 35.0 2.32 0.145 0.484 0.625 0.936 0.535
MIROC-ESM2L [-] 97.6 97.5 59.3 96.5 37.9 42.3 2.16 0.0915 0.549 0.653 0.879 0.544
MPI-ESM-LR [-] 68.6 71.9 59.3 53.1 13.7 29.4 1.66 0.278 0.400 0.755 0.785 0.524
MPI-ESM1.2-HR [-] 68.3 68.6 59.3 60.3 9.84 29.9 1.70 0.358 0.380 0.747 0.749 0.522
NorESM1-ME [-] 89.7 86.9 59.3 93.5 27.8 35.0 2.65 0.123 0.419 0.574 0.973 0.501
NorESM2-LM [-] 62.6 59.7 59.3 77.9 1.25 16.6 2.24 0.589 0.621 0.651 0.980 0.692
UK-HadGEM2-ES [-] 71.8 72.4 59.4 83.0 13.6 27.3 2.00 0.343 0.400 0.694 0.895 0.546
UKESM1-0-LL [-] 68.1 66.4 59.3 79.8 7.60 25.0 1.80 0.382 0.455 0.735 0.856 0.576
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 [-] 89.2
bcc-csm1-1 [-] 110. 102. 89.2 118. 18.2 26.2 2.63 0.422 0.610 0.573 0.860 0.615
BCC-CSM2-MR [-] 123. 120. 89.2 127. 32.5 34.2 2.49 0.120 0.721 0.605 0.988 0.631
CanESM2 [-] 102. 101. 89.2 103. 17.1 23.6 2.98 0.439 0.662 0.518 0.782 0.612
CanESM5 [-] 121. 118. 89.2 123. 31.4 32.7 2.57 0.0930 0.736 0.586 0.979 0.626
CESM1-BGC [-] 113. 111. 89.2 118. 23.4 25.6 2.40 0.243 0.743 0.625 0.993 0.670
CESM2 [-] 98.8 94.7 89.2 107. 8.77 14.8 2.34 0.653 0.756 0.622 0.990 0.756
GFDL-ESM2G [-] 114. 110. 89.2 120. 23.9 27.6 2.68 0.277 0.652 0.573 0.976 0.626
GFDL-ESM4 [-] 126. 111. 89.2 128. 21.6 24.4 3.03 0.276 0.701 0.500 0.889 0.613
IPSL-CM5A-LR [-] 100. 99.4 89.2 99.9 11.7 15.5 2.50 0.559 0.787 0.589 0.980 0.741
IPSL-CM6A-LR [-] 95.3 89.1 89.2 104. 4.30 21.2 2.58 0.427 0.738 0.581 0.673 0.631
MeanCMIP5 [-] 128. 112. 89.2 131. 23.2 24.4 2.49 0.251 0.807 0.602 0.893 0.672
MeanCMIP6 [-] 115. 112. 89.2 119. 24.0 24.9 2.30 0.210 0.827 0.631 0.769 0.653
MIROC-ESM [-] 122. 120. 89.2 125. 31.0 33.1 3.35 0.125 0.705 0.439 0.968 0.588
MIROC-ESM2L [-] 130. 133. 89.2 128. 41.8 43.5 2.46 0.0308 0.752 0.603 0.993 0.626
MPI-ESM-LR [-] 117. 115. 89.2 119. 33.0 38.0 2.50 0.187 0.573 0.611 0.702 0.529
MPI-ESM1.2-HR [-] 118. 122. 89.2 104. 32.5 43.6 2.26 0.154 0.523 0.650 0.463 0.463
NorESM1-ME [-] 111. 109. 89.2 113. 20.6 22.5 2.64 0.306 0.767 0.580 0.759 0.636
NorESM2-LM [-] 109. 105. 89.2 114. 18.0 20.0 2.82 0.420 0.768 0.538 0.933 0.686
UK-HadGEM2-ES [-] 116. 117. 89.2 114. 28.9 32.2 2.26 0.123 0.663 0.654 0.959 0.612
UKESM1-0-LL [-] 114. 112. 89.2 117. 24.1 26.0 2.14 0.219 0.768 0.669 0.930 0.671
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 [-] 31.7
bcc-csm1-1 [-] 37.7 35.3 31.7 56.7 5.61 17.5 1.40 0.480 0.502 0.801 0.948 0.647
BCC-CSM2-MR [-] 41.7 39.9 31.7 61.1 9.19 16.0 1.15 0.476 0.582 0.845 0.931 0.683
CanESM2 [-] 34.6 33.8 31.7 39.5 4.35 18.0 1.32 0.495 0.466 0.819 0.926 0.634
CanESM5 [-] 44.3 42.1 31.7 61.9 12.5 22.1 1.30 0.345 0.429 0.818 0.881 0.581
CESM1-BGC [-] 47.0 45.6 31.7 61.9 15.0 21.1 1.18 0.286 0.471 0.845 0.884 0.591
CESM2 [-] 38.5 37.0 31.7 55.9 6.40 13.7 1.15 0.531 0.584 0.848 0.959 0.701
GFDL-ESM2G [-] 44.4 42.4 31.7 61.3 12.2 22.5 1.30 0.334 0.410 0.824 0.916 0.579
GFDL-ESM4 [-] 49.6 43.6 31.7 76.7 12.0 18.2 1.16 0.327 0.538 0.846 0.926 0.635
IPSL-CM5A-LR [-] 37.7 35.7 31.7 53.0 6.08 17.5 1.16 0.375 0.548 0.838 0.927 0.647
IPSL-CM6A-LR [-] 43.8 42.3 31.7 59.7 12.2 18.1 1.15 0.348 0.538 0.843 0.909 0.635
MeanCMIP5 [-] 48.3 42.4 31.8 75.4 21.6 10.6 15.5 1.03 0.377 0.634 0.859 0.948 0.690
MeanCMIP6 [-] 44.1 42.2 31.7 64.3 11.4 14.7 0.882 0.358 0.680 0.883 0.937 0.707
MIROC-ESM [-] 45.5 45.1 31.7 49.8 15.9 24.5 1.26 0.302 0.454 0.820 0.846 0.575
MIROC-ESM2L [-] 56.2 54.3 31.7 68.5 23.7 28.5 1.28 0.183 0.495 0.822 0.802 0.560
MPI-ESM-LR [-] 42.6 39.4 31.7 45.2 9.88 19.4 1.20 0.355 0.504 0.839 0.891 0.618
MPI-ESM1.2-HR [-] 41.4 41.0 31.7 47.0 10.2 20.3 1.13 0.353 0.489 0.847 0.869 0.609
NorESM1-ME [-] 46.3 44.4 31.7 63.3 13.7 22.0 1.30 0.323 0.450 0.822 0.870 0.583
NorESM2-LM [-] 39.4 37.2 31.7 60.2 6.75 14.2 1.16 0.544 0.585 0.845 0.943 0.700
UK-HadGEM2-ES [-] 44.7 43.6 31.8 56.8 12.7 20.2 1.20 0.314 0.463 0.841 0.906 0.597
UKESM1-0-LL [-] 41.7 40.1 31.7 60.0 9.82 16.9 1.07 0.418 0.565 0.855 0.908 0.662
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 [-] 18.5
bcc-csm1-1 [-] 22.7 23.2 18.5 20.7 4.47 10.9 0.636 0.575 0.514 0.928 0.933 0.693
BCC-CSM2-MR [-] 23.1 23.8 18.5 20.9 5.19 9.08 0.481 0.552 0.640 0.952 0.872 0.731
CanESM2 [-] 20.3 20.9 18.5 18.1 2.56 11.0 0.658 0.598 0.476 0.932 0.932 0.683
CanESM5 [-] 24.6 25.3 18.5 21.6 6.54 13.0 0.489 0.454 0.417 0.940 0.824 0.610
CESM1-BGC [-] 22.7 22.8 18.5 21.9 4.41 10.9 0.484 0.453 0.553 0.955 0.773 0.657
CESM2 [-] 21.9 22.1 18.5 19.9 3.70 9.07 0.559 0.570 0.594 0.947 0.893 0.720
GFDL-ESM2G [-] 27.5 28.4 18.5 24.5 9.58 13.8 0.638 0.259 0.530 0.942 0.818 0.616
GFDL-ESM4 [-] 31.8 31.2 18.5 32.4 12.7 16.0 0.498 0.163 0.497 0.960 0.802 0.584
IPSL-CM5A-LR [-] 28.2 28.3 18.5 25.1 9.81 13.8 0.443 0.192 0.492 0.951 0.858 0.597
IPSL-CM6A-LR [-] 26.3 26.7 18.5 23.8 8.24 11.8 0.472 0.286 0.561 0.954 0.857 0.644
MeanCMIP5 [-] 27.7 25.5 18.7 29.7 31.1 6.82 8.97 0.396 0.409 0.709 0.961 0.889 0.736
MeanCMIP6 [-] 26.3 26.7 18.5 23.8 7.98 10.2 0.287 0.326 0.670 0.972 0.858 0.699
MIROC-ESM [-] 24.4 25.3 18.5 20.0 7.00 12.5 0.518 0.442 0.525 0.937 0.788 0.643
MIROC-ESM2L [-] 33.1 34.2 18.5 29.3 15.3 19.6 0.539 0.169 0.391 0.943 0.619 0.503
MPI-ESM-LR [-] 28.8 27.1 18.5 22.6 8.55 12.8 0.668 0.272 0.541 0.939 0.784 0.615
MPI-ESM1.2-HR [-] 30.4 30.7 18.5 26.1 12.0 16.2 0.570 0.203 0.465 0.950 0.675 0.552
NorESM1-ME [-] 20.9 20.4 18.5 20.1 1.90 10.8 0.559 0.496 0.515 0.944 0.792 0.652
NorESM2-LM [-] 20.8 20.6 18.5 19.1 2.03 9.48 0.550 0.646 0.536 0.943 0.901 0.712
UK-HadGEM2-ES [-] 31.5 32.2 18.7 28.2 12.9 18.0 0.684 0.162 0.332 0.938 0.792 0.511
UKESM1-0-LL [-] 24.6 24.8 18.5 23.4 6.26 10.7 0.352 0.464 0.545 0.961 0.892 0.681
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-csm1-1 [-] 69.7 69.4 87.1 70.5 -17.1 33.1 2.12 0.341 0.326 0.682 0.485 0.432
BCC-CSM2-MR [-] 102. 102. 87.1 104. 14.6 28.0 2.22 0.407 0.432 0.670 0.670 0.522
CanESM2 [-] 63.7 63.8 87.1 50.8 -22.9 44.2 3.33 0.276 0.150 0.441 0.368 0.277
CanESM5 [-] 88.5 88.5 87.1 87.2 1.81 43.5 2.22 0.328 0.170 0.659 0.310 0.327
CESM1-BGC [-] 104. 105. 87.1 97.1 17.7 31.7 1.72 0.233 0.437 0.754 0.441 0.460
CESM2 [-] 95.3 95.2 87.1 98.2 8.27 17.0 2.05 0.547 0.680 0.685 0.804 0.679
GFDL-ESM2G [-] 81.4 81.0 87.1 86.1 -5.77 40.9 2.70 0.497 0.0695 0.570 0.637 0.369
GFDL-ESM4 [-] 98.7 97.9 87.1 104. 10.9 34.0 2.47 0.343 0.350 0.616 0.412 0.414
IPSL-CM5A-LR [-] 89.7 89.6 87.1 86.1 2.53 33.7 2.84 0.289 0.417 0.526 0.241 0.378
IPSL-CM6A-LR [-] 107. 107. 87.1 105. 19.6 27.2 1.36 0.229 0.569 0.814 0.606 0.557
MeanCMIP5 [-] 89.5 89.0 87.1 95.5 1.88 23.4 2.75 0.548 0.477 0.558 0.649 0.542
MeanCMIP6 [-] 104. 104. 87.1 104. 17.2 23.8 1.86 0.326 0.624 0.726 0.831 0.627
MIROC-ESM [-] 93.1 94.2 87.1 75.6 7.10 34.8 2.64 0.351 0.362 0.583 0.341 0.400
MIROC-ESM2L [-] 131. 132. 87.1 121. 44.0 49.2 2.51 0.0415 0.580 0.605 0.486 0.459
MPI-ESM-LR [-] 85.4 86.5 87.1 62.0 -0.143 36.0 2.74 0.384 0.305 0.556 0.272 0.365
MPI-ESM1.2-HR [-] 112. 113. 87.1 87.9 25.2 46.4 2.43 0.100 0.465 0.612 0.179 0.364
NorESM1-ME [-] 101. 101. 87.1 96.1 14.0 31.7 1.68 0.332 0.411 0.752 0.446 0.470
NorESM2-LM [-] 95.9 95.2 87.1 102. 8.58 14.4 1.90 0.623 0.724 0.721 0.988 0.756
UK-HadGEM2-ES [-] 110. 111. 87.1 99.7 23.4 31.5 1.75 0.167 0.618 0.740 0.506 0.530
UKESM1-0-LL [-] 109. 109. 87.1 107. 22.0 31.6 2.39 0.203 0.523 0.610 0.569 0.486

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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bcc-csm1-1
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BCC-CSM2-MR
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CanESM2
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CanESM5
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CESM1-BGC
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CESM2
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GFDL-ESM2G
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GFDL-ESM4
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IPSL-CM5A-LR
Data not available
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IPSL-CM6A-LR
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MeanCMIP5
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MeanCMIP6
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MIROC-ESM
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MIROC-ESM2L
Data not available
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MPI-ESM-LR
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MPI-ESM1.2-HR
Data not available
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NorESM1-ME
Data not available
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NorESM2-LM
Data not available
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UK-HadGEM2-ES
Data not available
Data not available
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