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 [-] 65.1
ACCESS-ESM1-5 [-] 94.9 94.9 65.1 98.5 29.9 37.4 2.36 0.168 0.321 0.656 0.898 0.473
BCC-CSM2-MR [-] 81.7 80.1 65.6 107. 14.8 24.4 2.57 0.378 0.404 0.602 0.984 0.554
BGCLND [-] 71.1 70.8 65.1 74.1 5.77 17.1 2.14 0.485 0.404 0.666 0.979 0.588
BGCLNDATM_progCO2 [-] 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 [-] 88.2 88.1 65.1 98.4 23.2 32.3 2.05 0.226 0.319 0.692 0.892 0.489
CNRM-ESM2-1 [-] 55.8 52.7 65.1 81.4 -11.6 29.8 2.26 0.324 0.321 0.671 0.879 0.503
EC-Earth3-CC [-] 95.6 76.2 65.1 115. 11.3 29.4 1.78 0.379 0.220 0.769 0.950 0.508
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 [-] 104. 104. 65.1 106. 39.4 42.5 2.34 0.139 0.447 0.603 0.927 0.513
MPI-ESM1-2-LR [-] 80.8 78.7 65.1 62.2 14.3 32.3 1.61 0.302 0.278 0.769 0.698 0.465
MRI-ESM2-0 [-] 87.7 87.6 65.6 90.2 21.7 30.3 1.97 0.344 0.364 0.704 0.899 0.535
NorESM2-LM [-] 67.3 64.9 65.1 82.4 0.644 16.4 2.58 0.574 0.447 0.560 0.983 0.602
UKESM1-0-LL [-] 77.6 75.5 65.1 87.7 10.8 25.1 1.87 0.350 0.324 0.720 0.876 0.519
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 [-] 88.9
ACCESS-ESM1-5 [-] 124. 123. 88.9 126. 34.9 36.6 2.86 0.0211 0.327 0.518 0.944 0.427
BCC-CSM2-MR [-] 122. 120. 89.1 127. 32.3 33.9 2.61 0.0335 0.293 0.582 0.981 0.437
BGCLND [-] 111. 112. 88.9 110. 23.2 24.4 2.03 0.0710 0.485 0.689 0.944 0.535
BGCLNDATM_progCO2 [-] 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. 31.8 32.8 2.47 0.0318 0.309 0.614 0.984 0.449
CNRM-ESM2-1 [-] 98.7 96.3 88.9 103. 9.45 16.1 3.15 0.336 0.328 0.476 0.959 0.486
EC-Earth3-CC [-] 121. 122. 88.9 120. 32.4 36.9 2.02 0.0581 0.255 0.703 0.947 0.443
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. 133. 88.9 128. 41.6 43.2 2.36 0.0162 0.360 0.624 0.994 0.471
MPI-ESM1-2-LR [-] 130. 130. 88.9 127. 37.9 42.7 2.21 0.0484 0.167 0.660 0.632 0.335
MRI-ESM2-0 [-] 114. 116. 89.1 109. 25.7 29.3 2.64 0.128 0.325 0.571 0.817 0.433
NorESM2-LM [-] 108. 104. 88.9 114. 17.7 19.6 2.57 0.165 0.353 0.584 0.967 0.484
UKESM1-0-LL [-] 114. 113. 88.9 116. 24.4 26.1 2.21 0.0743 0.401 0.659 0.938 0.495
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
ACCESS-ESM1-5 [-] 49.2 47.8 31.8 64.1 17.2 24.1 1.25 0.313 0.389 0.790 0.862 0.549
BCC-CSM2-MR [-] 41.6 39.8 31.8 61.1 9.00 15.8 1.15 0.498 0.451 0.798 0.932 0.626
BGCLND [-] 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
BGCLNDATM_progCO2 [-] 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 [-] 44.2 42.0 31.8 61.9 12.3 21.9 1.31 0.380 0.380 0.780 0.883 0.561
CNRM-ESM2-1 [-] 38.2 36.1 31.8 61.1 5.47 16.9 1.34 0.484 0.438 0.747 0.947 0.610
EC-Earth3-CC [-] 48.0 40.9 31.8 81.1 9.27 17.9 1.04 0.450 0.404 0.827 0.914 0.600
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 [-] 56.2 54.3 31.8 68.6 23.6 28.2 1.25 0.250 0.462 0.769 0.804 0.550
MPI-ESM1-2-LR [-] 41.8 41.3 31.8 47.3 11.3 21.0 1.17 0.368 0.389 0.805 0.864 0.563
MRI-ESM2-0 [-] 46.9 45.7 31.8 60.3 14.6 20.8 1.09 0.419 0.435 0.831 0.884 0.601
NorESM2-LM [-] 39.3 37.2 31.8 60.1 6.57 14.0 1.13 0.558 0.502 0.799 0.946 0.661
UKESM1-0-LL [-] 41.7 40.0 31.8 60.0 9.58 16.6 1.02 0.427 0.463 0.816 0.909 0.616
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
ACCESS-ESM1-5 [-] 34.6 35.8 18.6 29.6 16.8 22.4 0.777 0.454 0.531 0.931 0.683 0.626
BCC-CSM2-MR [-] 23.0 23.7 18.6 20.8 4.97 9.04 0.418 0.777 0.747 0.959 0.875 0.821
BGCLND [-] 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
BGCLNDATM_progCO2 [-] 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 [-] 24.6 25.3 18.6 21.7 6.40 12.8 0.454 0.726 0.622 0.951 0.834 0.751
CNRM-ESM2-1 [-] 26.4 26.6 18.6 26.8 7.93 13.4 0.542 0.706 0.647 0.951 0.921 0.774
EC-Earth3-CC [-] 30.3 24.0 18.6 36.1 5.43 11.8 0.541 0.743 0.659 0.948 0.839 0.770
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 [-] 33.2 34.2 18.6 29.4 15.2 19.3 0.497 0.519 0.633 0.950 0.632 0.673
MPI-ESM1-2-LR [-] 29.1 30.1 18.6 24.5 11.3 15.1 0.564 0.580 0.671 0.952 0.710 0.717
MRI-ESM2-0 [-] 29.8 30.6 18.6 26.6 11.8 15.3 0.369 0.581 0.668 0.968 0.746 0.726
NorESM2-LM [-] 21.1 21.0 18.6 19.1 2.19 9.15 0.501 0.830 0.710 0.957 0.908 0.823
UKESM1-0-LL [-] 24.5 24.6 18.6 23.4 5.93 10.5 0.305 0.753 0.694 0.966 0.903 0.802
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
ACCESS-ESM1-5 [-] 109. 109. 87.1 100. 22.0 38.9 2.05 0.122 0.127 0.685 0.391 0.290
BCC-CSM2-MR [-] 102. 102. 87.1 104. 14.6 28.5 2.19 0.205 0.109 0.669 0.657 0.350
BGCLND [-] 99.3 99.5 87.1 95.2 12.4 18.0 1.16 0.220 0.296 0.855 0.753 0.484
BGCLNDATM_progCO2 [-] 104. 104. 87.1 104. 17.4 23.3 1.77 0.156 0.257 0.725 0.867 0.452
CanESM5 [-] 87.5 87.5 87.1 86.9 0.847 43.3 2.29 0.196 0.0517 0.642 0.314 0.251
CNRM-ESM2-1 [-] 91.0 91.1 87.1 90.5 4.30 22.3 3.03 0.228 0.147 0.494 0.400 0.283
EC-Earth3-CC [-] 101. 100. 87.1 106. 13.3 36.6 2.36 0.164 0.126 0.618 0.344 0.276
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 [-] 132. 132. 87.1 122. 44.9 49.6 2.52 0.0355 0.235 0.604 0.514 0.325
MPI-ESM1-2-LR [-] 103. 105. 87.1 69.3 17.3 40.8 2.33 0.0834 0.0899 0.621 0.215 0.220
MRI-ESM2-0 [-] 122. 123. 87.1 104. 35.3 42.0 1.53 0.0873 0.167 0.781 0.324 0.305
NorESM2-LM [-] 95.6 94.9 87.1 101. 8.33 14.4 1.82 0.335 0.282 0.733 0.986 0.524
UKESM1-0-LL [-] 109. 109. 87.1 106. 21.8 31.8 2.46 0.112 0.160 0.598 0.554 0.317
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
ACCESS-ESM1-5 [-] 44.4 43.5 23.6 52.4 20.2 25.6 0.789 0.423 0.529 0.920 0.821 0.644
BCC-CSM2-MR [-] 32.4 31.3 23.6 42.5 8.21 12.7 0.629 0.710 0.685 0.931 0.918 0.786
BGCLND [-] 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
BGCLNDATM_progCO2 [-] 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 [-] 33.2 32.4 23.6 40.7 9.83 17.5 0.791 0.638 0.564 0.899 0.796 0.692
CNRM-ESM2-1 [-] 33.9 32.4 23.6 48.1 9.51 15.6 0.723 0.662 0.623 0.933 0.872 0.742
EC-Earth3-CC [-] 53.1 31.5 23.6 75.4 8.11 14.9 0.688 0.664 0.617 0.937 0.743 0.716
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 [-] 45.3 44.2 23.6 52.9 21.2 25.7 0.667 0.433 0.583 0.916 0.673 0.637
MPI-ESM1-2-LR [-] 36.6 36.7 23.6 36.7 13.8 20.3 0.741 0.534 0.574 0.926 0.759 0.673
MRI-ESM2-0 [-] 40.0 39.9 23.6 42.2 16.6 21.1 0.521 0.509 0.603 0.952 0.804 0.694
NorESM2-LM [-] 29.5 27.9 23.6 38.7 5.10 12.7 0.565 0.762 0.647 0.942 0.895 0.778
UKESM1-0-LL [-] 32.0 31.4 23.6 41.1 8.46 13.9 0.538 0.696 0.648 0.940 0.885 0.764

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
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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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ACCESS-ESM1-5
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BCC-CSM2-MR
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BGCLND
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BGCLNDATM_progCO2
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CanESM5
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CNRM-ESM2-1
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EC-Earth3-CC
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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
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NorESM2-LM
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UKESM1-0-LL
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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