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 [-] 66.6
CLM5_GSWP3V1 [-] 72.2 72.9 66.6 68.1 33.2 5.95 12.8 1.69 0.623 0.731 0.749 0.995 0.766
Control [-] 68.2 68.5 66.6 65.1 33.2 1.77 13.7 2.17 0.572 0.736 0.664 0.986 0.739
Randomized [-] 71.4 71.9 66.6 66.9 33.2 5.15 14.5 2.02 0.535 0.724 0.688 0.986 0.731
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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 [-] 46.1
CLM5_GSWP3V1 [-] 46.8 46.0 46.1 49.8 56.3 -0.164 17.6 1.14 0.582 0.489 0.838 0.952 0.670
Control [-] 33.5 32.6 46.1 38.3 56.3 -13.6 22.0 1.10 0.399 0.500 0.856 0.969 0.645
Randomized [-] 38.9 38.1 46.1 41.2 56.3 -8.14 18.4 1.14 0.499 0.539 0.844 0.977 0.680
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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 [-] 48.4
CLM5_GSWP3V1 [-] 51.3 50.4 48.4 60.6 51.1 1.90 15.6 1.07 0.649 0.595 0.868 0.980 0.737
Control [-] 42.7 41.0 48.4 59.9 51.1 -7.27 17.7 1.23 0.476 0.584 0.843 0.955 0.688
Randomized [-] 44.1 42.4 48.4 60.6 51.1 -5.85 16.7 1.15 0.515 0.607 0.864 0.957 0.710
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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 [-] 14.1
CLM5_GSWP3V1 [-] 15.3 15.7 14.1 13.0 9.46 1.35 10.2 0.178 0.511 0.372 0.987 0.831 0.615
Control [-] 7.32 7.91 14.1 3.14 9.46 -6.46 13.8 0.0833 0.335 0.236 0.989 0.613 0.482
Randomized [-] 9.39 10.1 14.1 4.23 9.46 -4.33 13.1 0.0909 0.422 0.258 0.992 0.544 0.495
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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 [-] 89.3
CLM5_GSWP3V1 [-] 98.7 97.9 89.5 100. 74.6 8.87 13.4 1.98 0.620 0.823 0.693 0.974 0.787
Control [-] 86.1 81.8 89.5 96.4 74.6 -5.41 19.3 2.18 0.489 0.803 0.670 0.427 0.638
Randomized [-] 88.7 84.5 89.5 98.8 74.6 -2.63 19.1 2.20 0.498 0.789 0.657 0.420 0.631
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 [-] 24.4
CLM5_GSWP3V1 [-] 25.5 25.4 24.4 25.2 1.07 8.91 0.421 0.686 0.548 0.972 0.819 0.715
Control [-] 17.6 17.5 24.4 17.1 -6.86 11.7 0.199 0.392 0.519 0.987 0.735 0.630
Randomized [-] 18.3 18.2 24.4 17.4 -6.11 11.5 0.343 0.436 0.524 0.977 0.735 0.639
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 [-] 25.8
CLM5_GSWP3V1 [-] 27.7 26.6 25.8 45.1 39.7 1.10 10.1 0.666 0.702 0.627 0.937 0.985 0.776
Control [-] 26.0 24.8 25.8 43.1 39.7 -0.821 12.5 0.661 0.629 0.542 0.937 0.960 0.722
Randomized [-] 27.9 26.8 25.8 43.4 39.7 1.13 15.0 0.591 0.584 0.443 0.948 0.926 0.669
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 [-] 54.7
CLM5_GSWP3V1 [-] 58.6 56.3 54.6 77.1 74.5 2.60 18.5 1.80 0.650 0.508 0.726 0.992 0.677
Control [-] 56.6 53.7 54.6 81.4 74.5 0.326 17.1 1.36 0.639 0.556 0.804 0.985 0.708
Randomized [-] 58.0 55.2 54.6 82.3 74.5 1.74 17.8 1.35 0.631 0.535 0.810 0.987 0.700
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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 [-] 13.7
CLM5_GSWP3V1 [-] 16.4 16.9 13.7 13.6 8.92 3.00 11.5 0.129 0.582 0.295 0.991 0.860 0.605
Control [-] 3.40 3.90 13.7 0.0525 8.92 -9.91 15.7 0.284 0.0921 0.209 0.962 0.834 0.461
Randomized [-] 4.05 4.60 13.7 0.170 8.92 -9.21 14.7 0.274 0.151 0.258 0.962 0.785 0.483
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 [-] 25.0
CLM5_GSWP3V1 [-] 33.3 31.2 24.9 57.5 53.9 7.19 11.0 0.631 0.583 0.729 0.940 0.960 0.788
Control [-] 28.9 26.9 24.9 51.7 53.9 2.85 8.99 0.761 0.729 0.734 0.920 0.985 0.820
Randomized [-] 30.1 28.0 24.9 53.2 53.9 4.00 9.74 0.696 0.688 0.721 0.926 0.987 0.808
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
CLM5_GSWP3V1 [-] 34.4 34.7 31.7 33.1 23.6 3.02 11.2 0.232 0.716 0.572 0.985 0.970 0.763
Control [-] 27.4 27.1 31.7 29.8 23.6 -4.16 14.0 0.275 0.617 0.496 0.981 0.848 0.688
Randomized [-] 27.5 27.1 31.7 29.9 23.6 -4.13 14.4 0.398 0.604 0.485 0.973 0.841 0.677
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
CLM5_GSWP3V1 [-] 34.8 34.0 31.8 43.2 35.8 2.51 10.6 0.907 0.658 0.625 0.884 0.983 0.755
Control [-] 29.2 28.3 31.8 38.6 35.8 -3.09 12.1 0.911 0.576 0.600 0.881 0.979 0.727
Randomized [-] 30.9 30.1 31.8 39.6 35.8 -1.29 12.3 0.905 0.581 0.577 0.885 0.980 0.720
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 [-] 5.68
CLM5_GSWP3V1 [-] 8.56 8.24 5.67 18.2 13.0 2.72 6.04 1.20 0.794 0.800 0.831 0.879 0.821
Control [-] 6.72 6.34 5.67 17.2 13.0 0.862 5.48 1.71 0.824 0.814 0.742 0.908 0.820
Randomized [-] 8.24 7.89 5.67 18.5 13.0 2.41 6.66 1.67 0.788 0.774 0.756 0.865 0.791
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 [-] 13.4
CLM5_GSWP3V1 [-] 15.8 16.4 13.4 13.2 7.92 2.70 10.9 0.215 0.593 0.360 0.986 0.862 0.632
Control [-] 7.07 7.64 13.4 5.13 7.92 -5.93 12.0 0.382 0.362 0.426 0.960 0.832 0.601
Randomized [-] 7.93 8.56 13.4 5.89 7.92 -5.04 12.2 0.364 0.405 0.400 0.960 0.819 0.597
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 [-] 51.8
CLM5_GSWP3V1 [-] 58.0 55.7 51.9 68.5 40.5 5.89 14.7 1.24 0.563 0.680 0.833 0.972 0.746
Control [-] 51.7 49.1 51.9 63.0 40.5 -0.737 15.8 1.17 0.538 0.651 0.844 0.983 0.733
Randomized [-] 53.8 51.1 51.9 65.4 40.5 1.37 16.6 1.24 0.518 0.626 0.832 0.984 0.717
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 [-] 51.0
CLM5_GSWP3V1 [-] 53.5 53.4 51.0 56.0 39.3 2.89 11.3 0.450 0.734 0.581 0.967 0.995 0.772
Control [-] 43.7 43.3 51.0 47.4 39.3 -7.16 14.9 0.494 0.532 0.514 0.965 0.993 0.704
Randomized [-] 44.4 44.0 51.0 48.0 39.3 -6.38 15.8 0.450 0.562 0.454 0.969 0.993 0.686
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 [-] 25.2
CLM5_GSWP3V1 [-] 31.1 30.9 25.2 32.9 28.2 5.74 12.5 0.189 0.540 0.468 0.987 0.973 0.688
Control [-] 20.9 20.7 25.2 22.5 28.2 -4.49 13.2 0.169 0.550 0.511 0.986 0.733 0.658
Randomized [-] 21.4 21.2 25.2 22.7 28.2 -3.97 13.9 0.117 0.557 0.457 0.991 0.776 0.648
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 [-] 24.5
CLM5_GSWP3V1 [-] 25.8 26.2 24.5 28.7 39.2 1.91 9.91 0.668 0.713 0.648 0.934 0.984 0.785
Control [-] 23.7 24.0 24.5 23.7 39.2 -0.309 12.3 0.839 0.676 0.559 0.905 0.959 0.731
Randomized [-] 26.0 26.3 24.5 25.7 39.2 1.98 14.6 0.830 0.620 0.473 0.908 0.954 0.686
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
CLM5_GSWP3V1 [-] 94.6 94.7 87.1 92.0 63.5 7.55 11.4 1.36 0.645 0.815 0.813 0.931 0.804
Control [-] 85.1 84.8 87.1 94.3 63.5 -1.99 14.0 2.09 0.674 0.751 0.678 0.477 0.666
Randomized [-] 88.5 88.2 87.1 97.0 63.5 1.39 14.1 2.08 0.674 0.736 0.685 0.509 0.668
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 [-] 63.7
CLM5_GSWP3V1 [-] 66.6 66.2 63.7 70.6 2.65 13.7 0.975 0.643 0.667 0.898 0.942 0.763
Control [-] 55.3 54.6 63.7 64.2 -8.81 17.5 0.743 0.511 0.638 0.930 0.895 0.722
Randomized [-] 61.0 60.5 63.7 66.4 -2.93 15.0 0.870 0.607 0.663 0.913 0.873 0.744
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 [-] 23.4
CLM5_GSWP3V1 [-] 28.3 28.6 23.4 23.5 17.5 4.91 13.2 0.820 0.523 0.613 0.902 0.935 0.717
Control [-] 23.5 23.8 23.4 19.3 17.5 -0.0672 16.3 1.20 0.498 0.539 0.844 0.923 0.669
Randomized [-] 25.4 25.6 23.4 20.1 17.5 1.61 15.9 1.09 0.489 0.574 0.860 0.926 0.685

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
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

Benchmark
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CLM5_GSWP3V1
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Control
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Randomized
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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