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
Dew [-] 74.0 74.8 66.6 70.3 11.5 7.89 15.6 1.75 0.605 0.644 0.724 0.996 0.723
DewRH1 [-] 74.0 74.8 66.6 70.3 11.5 7.89 15.6 1.75 0.605 0.644 0.724 0.996 0.723
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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
Dew [-] 56.0 55.2 46.1 58.9 8.99 14.1 0.631 0.524 0.661 0.922 0.994 0.753
DewRH1 [-] 56.0 55.2 46.1 58.9 8.99 14.1 0.631 0.524 0.661 0.922 0.994 0.753
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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
Dew [-] 55.0 53.9 48.5 66.5 26.1 5.46 11.5 0.768 0.667 0.732 0.912 0.970 0.803
DewRH1 [-] 55.0 53.9 48.5 66.5 26.1 5.46 11.5 0.768 0.667 0.732 0.912 0.970 0.803
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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
Dew [-] 13.0 13.0 14.1 13.2 12.7 -1.14 5.57 0.418 0.752 0.648 0.972 0.987 0.801
DewRH1 [-] 13.0 13.0 14.1 13.2 12.7 -1.14 5.57 0.418 0.752 0.648 0.972 0.987 0.801
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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
Dew [-] 110. 110. 89.3 110. 73.3 20.6 23.7 1.92 0.341 0.792 0.706 0.960 0.718
DewRH1 [-] 110. 110. 89.3 110. 73.3 20.6 23.7 1.92 0.341 0.792 0.706 0.960 0.718
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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 [-] 24.4
Dew [-] 23.5 23.4 24.4 24.0 39.4 -0.951 8.96 0.746 0.690 0.538 0.946 0.872 0.717
DewRH1 [-] 23.5 23.4 24.4 24.0 39.4 -0.951 8.96 0.746 0.690 0.538 0.946 0.872 0.717
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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 [-] 25.8
Dew [-] 27.8 26.8 25.8 45.1 37.9 1.28 9.01 0.438 0.716 0.671 0.964 0.984 0.801
DewRH1 [-] 27.8 26.8 25.8 45.1 37.9 1.28 9.01 0.438 0.716 0.671 0.964 0.984 0.801
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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 [-] 54.7
Dew [-] 60.1 57.9 54.7 80.5 61.7 4.30 12.5 0.846 0.660 0.698 0.902 0.988 0.789
DewRH1 [-] 60.1 57.9 54.7 80.5 61.7 4.30 12.5 0.846 0.660 0.698 0.902 0.988 0.789
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 [-] 13.7
Dew [-] 14.7 14.9 13.7 14.0 7.20 1.06 7.39 0.504 0.713 0.545 0.967 0.919 0.738
DewRH1 [-] 14.7 14.9 13.7 14.0 7.20 1.06 7.39 0.504 0.713 0.545 0.967 0.919 0.738
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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 [-] 25.0
Dew [-] 33.6 32.1 25.0 51.9 27.9 8.04 10.1 0.552 0.558 0.794 0.943 0.953 0.808
DewRH1 [-] 33.6 32.1 25.0 51.9 27.9 8.04 10.1 0.552 0.558 0.794 0.943 0.953 0.808
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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 [-] 31.7
Dew [-] 36.7 36.7 31.7 36.9 29.3 5.19 10.4 0.189 0.658 0.630 0.987 0.966 0.774
DewRH1 [-] 36.7 36.7 31.7 36.9 29.3 5.19 10.4 0.189 0.658 0.630 0.987 0.966 0.774
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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
Dew [-] 35.7 34.7 31.8 46.8 25.4 3.18 9.31 0.820 0.671 0.699 0.905 0.980 0.791
DewRH1 [-] 35.7 34.7 31.8 46.8 25.4 3.18 9.31 0.820 0.671 0.699 0.905 0.980 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 [-] 5.68
Dew [-] 9.14 8.78 5.67 20.0 24.2 3.31 5.56 1.30 0.772 0.836 0.811 0.889 0.829
DewRH1 [-] 9.14 8.78 5.67 20.0 24.2 3.31 5.56 1.30 0.772 0.836 0.811 0.889 0.829
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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 [-] 13.4
Dew [-] 16.2 16.2 13.4 15.8 11.0 2.61 7.70 0.584 0.632 0.566 0.961 0.911 0.727
DewRH1 [-] 16.2 16.2 13.4 15.8 11.0 2.61 7.70 0.584 0.632 0.566 0.961 0.911 0.727
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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 [-] 51.8
Dew [-] 62.0 58.8 51.8 77.9 56.9 8.64 16.7 0.991 0.531 0.673 0.877 0.906 0.732
DewRH1 [-] 62.0 58.8 51.8 77.9 56.9 8.64 16.7 0.991 0.531 0.673 0.877 0.906 0.732
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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 [-] 51.0
Dew [-] 51.5 51.5 51.0 52.1 39.3 0.774 9.92 0.580 0.736 0.644 0.961 0.907 0.778
DewRH1 [-] 51.5 51.5 51.0 52.1 39.3 0.774 9.92 0.580 0.736 0.644 0.961 0.907 0.778
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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 [-] 25.2
Dew [-] 30.1 29.5 25.2 34.6 29.4 4.43 9.04 0.660 0.663 0.634 0.951 0.952 0.767
DewRH1 [-] 30.1 29.5 25.2 34.6 29.4 4.43 9.04 0.660 0.663 0.634 0.951 0.952 0.767
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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 [-] 24.5
Dew [-] 26.3 26.5 24.5 33.0 38.3 2.17 8.59 0.556 0.743 0.691 0.948 0.990 0.812
DewRH1 [-] 26.3 26.5 24.5 33.0 38.3 2.17 8.59 0.556 0.743 0.691 0.948 0.990 0.812
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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 [-] 87.1
Dew [-] 91.5 91.6 87.1 90.5 91.6 4.48 13.6 1.02 0.617 0.780 0.867 0.699 0.749
DewRH1 [-] 91.5 91.6 87.1 90.5 91.6 4.48 13.6 1.02 0.617 0.780 0.867 0.699 0.749
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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 [-] 63.7
Dew [-] 64.7 64.2 63.7 66.4 75.1 0.582 11.1 0.854 0.728 0.730 0.908 0.937 0.807
DewRH1 [-] 64.7 64.2 63.7 66.4 75.1 0.582 11.1 0.854 0.728 0.730 0.908 0.937 0.807
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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 [-] 23.4
Dew [-] 25.3 25.5 23.4 22.8 17.4 1.91 9.64 0.672 0.619 0.740 0.927 0.935 0.792
DewRH1 [-] 25.3 25.5 23.4 22.8 17.4 1.91 9.64 0.672 0.619 0.740 0.927 0.935 0.792

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
Data not available

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
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All Models

Benchmark
Data not available
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Dew
Data not available
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DewRH1
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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