Mean State

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Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.825
CanESM5 [-] 1.12 1.73 0.831 0.381 0.532 0.900 1.86 1.69 0.423 0.268 0.813 0.631 0.481
CMIP6 ens [-] 0.833 1.31 0.825 0.261 0.488 1.00 1.43 0.588 0.418 0.837 0.939 0.640
E3SMv3 default [-] 1.21 1.20 0.825 1.50 0.372 1.00 1.70 0.580 0.430 0.785 0.858 0.617
E3SMv3 highECS [-] 1.35 1.33 0.825 1.91 0.503 1.15 1.69 0.537 0.420 0.773 0.783 0.586
E3SMv3 lowECS [-] 1.65 1.62 0.825 2.28 0.795 1.40 1.70 0.436 0.340 0.756 0.648 0.504
IPSL-CM6A-LR [-] 1.29 1.27 0.795 0.910 1.64 0.474 1.23 1.65 0.525 0.342 0.801 0.819 0.566
MIROC-ES2L [-] 1.13 1.08 0.827 1.84 0.786 0.256 1.07 1.77 0.554 0.401 0.716 0.882 0.591
NorESM2-LM [-] 0.575 0.977 0.831 0.116 0.532 0.145 0.764 1.59 0.628 0.502 0.791 0.914 0.668
UKESM1-0-LL [-] 0.777 0.743 0.814 1.52 1.17 -0.0706 0.871 1.53 0.530 0.491 0.830 0.808 0.630
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.65
CanESM5 [-] 2.72 5.37 2.65 2.11 2.72 4.05 2.14 0.289 0.212 0.689 0.712 0.423
CMIP6 ens [-] 2.39 4.99 2.65 1.80 2.34 2.87 1.80 0.314 0.448 0.740 0.868 0.564
E3SMv3 default [-] 3.85 4.56 2.65 3.08 1.91 2.66 1.70 0.373 0.471 0.746 0.594 0.531
E3SMv3 highECS [-] 4.57 5.81 2.65 3.23 3.16 3.77 1.59 0.305 0.394 0.765 0.299 0.431
E3SMv3 lowECS [-] 5.56 7.05 2.65 3.95 4.40 5.12 1.94 0.213 0.270 0.671 0.249 0.335
IPSL-CM6A-LR [-] 7.42 11.3 2.77 3.74 2.00 8.50 8.93 2.30 0.102 0.276 0.642 0.0977 0.279
MIROC-ES2L [-] 1.54 2.19 2.71 1.14 2.29 -0.523 1.74 2.97 0.454 0.415 0.497 0.758 0.508
NorESM2-LM [-] 2.36 4.99 2.65 1.78 2.35 2.98 1.68 0.333 0.414 0.753 0.932 0.569
UKESM1-0-LL [-] 3.05 3.38 2.73 2.53 2.33 0.656 1.87 1.47 0.448 0.450 0.797 0.934 0.616
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.819
CanESM5 [-] 0.896 0.875 0.826 0.956 0.238 0.0494 1.14 1.42 0.515 0.440 0.857 0.801 0.611
CMIP6 ens [-] 0.878 0.862 0.819 0.925 0.0431 0.821 1.18 0.582 0.533 0.897 0.864 0.682
E3SMv3 default [-] 0.772 0.812 0.819 0.608 0.893 -0.00703 0.898 1.34 0.575 0.494 0.840 0.870 0.655
E3SMv3 highECS [-] 0.847 0.887 0.819 0.681 0.893 0.0681 0.978 1.34 0.555 0.481 0.853 0.830 0.640
E3SMv3 lowECS [-] 0.911 0.949 0.819 0.758 0.893 0.129 1.09 1.29 0.526 0.460 0.859 0.780 0.617
IPSL-CM6A-LR [-] 1.14 1.11 0.802 1.53 1.18 0.305 1.16 1.39 0.538 0.464 0.865 0.613 0.589
MIROC-ES2L [-] 0.697 0.682 0.815 0.753 0.922 -0.133 0.974 1.58 0.516 0.464 0.809 0.710 0.593
NorESM2-LM [-] 0.920 0.866 0.826 1.08 0.238 0.0405 0.932 1.43 0.560 0.498 0.842 0.840 0.647
UKESM1-0-LL [-] 0.807 0.857 0.806 0.570 1.15 0.0518 0.855 1.40 0.583 0.511 0.850 0.852 0.662
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.889
CanESM5 [-] 0.661 0.807 0.889 0.535 0.889 -0.0827 0.969 0.684 0.704 0.485 0.922 0.898 0.699
CMIP6 ens [-] 0.640 0.800 0.889 0.503 -0.0891 0.798 0.629 0.732 0.539 0.933 0.862 0.721
E3SMv3 default [-] 0.820 0.794 0.889 0.914 0.893 -0.0954 1.07 0.809 0.716 0.439 0.893 0.924 0.682
E3SMv3 highECS [-] 0.839 0.825 0.889 0.894 0.893 -0.0649 1.09 0.914 0.718 0.430 0.866 0.930 0.675
E3SMv3 lowECS [-] 0.803 0.786 0.889 0.866 0.893 -0.104 1.10 0.815 0.716 0.427 0.899 0.924 0.679
IPSL-CM6A-LR [-] 0.882 0.866 0.861 0.981 1.98 0.00500 1.00 0.715 0.699 0.458 0.922 0.913 0.690
MIROC-ES2L [-] 0.661 0.635 0.878 0.739 1.63 -0.243 1.00 0.918 0.634 0.482 0.836 0.593 0.605
NorESM2-LM [-] 0.721 0.873 0.889 0.591 0.889 -0.0169 0.916 0.721 0.719 0.497 0.916 0.836 0.693
UKESM1-0-LL [-] 0.761 0.761 0.871 0.760 1.78 -0.110 0.821 1.06 0.732 0.535 0.883 0.909 0.719
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.24
CanESM5 [-] 1.69 1.75 3.24 1.12 -1.49 3.41 1.12 0.378 0.466 0.873 0.668 0.570
CMIP6 ens [-] 1.92 2.00 3.24 1.18 -1.24 2.59 0.674 0.467 0.539 0.940 0.847 0.666
E3SMv3 default [-] 2.26 2.28 3.24 1.92 -0.958 2.54 1.30 0.512 0.519 0.811 0.862 0.645
E3SMv3 highECS [-] 2.15 2.16 3.24 2.13 -1.08 2.85 0.987 0.457 0.506 0.891 0.868 0.645
E3SMv3 lowECS [-] 1.93 1.94 3.24 1.68 -1.30 3.21 0.952 0.400 0.493 0.891 0.807 0.617
IPSL-CM6A-LR [-] 2.46 2.46 3.23 2.75 3.63 -0.776 2.81 0.891 0.472 0.550 0.915 0.743 0.646
MIROC-ES2L [-] 1.63 1.63 3.27 1.65 1.82 -1.64 3.06 1.24 0.419 0.458 0.861 0.756 0.590
NorESM2-LM [-] 1.77 1.82 3.24 1.22 -1.42 2.78 1.12 0.453 0.499 0.823 0.591 0.573
UKESM1-0-LL [-] 2.45 2.44 3.25 2.76 2.25 -0.810 2.63 1.21 0.492 0.513 0.825 0.887 0.646
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.697
CanESM5 [-] 0.500 0.624 0.698 0.364 0.542 -0.0741 0.707 1.01 0.653 0.500 0.890 0.900 0.688
CMIP6 ens [-] 0.519 0.660 0.697 0.364 -0.0362 0.577 0.868 0.694 0.558 0.913 0.887 0.722
E3SMv3 default [-] 0.646 0.639 0.697 0.698 0.893 -0.0572 0.723 0.992 0.675 0.481 0.873 0.926 0.687
E3SMv3 highECS [-] 0.673 0.669 0.697 0.705 0.893 -0.0274 0.726 1.06 0.679 0.478 0.849 0.932 0.683
E3SMv3 lowECS [-] 0.657 0.650 0.697 0.715 0.893 -0.0467 0.746 0.992 0.675 0.470 0.879 0.926 0.684
IPSL-CM6A-LR [-] 0.844 0.813 0.667 1.21 1.61 0.146 0.779 1.02 0.641 0.466 0.895 0.894 0.672
MIROC-ES2L [-] 0.567 0.529 0.684 0.827 1.16 -0.155 0.746 1.36 0.588 0.492 0.799 0.647 0.603
NorESM2-LM [-] 0.508 0.648 0.698 0.355 0.542 -0.0498 0.687 1.11 0.662 0.509 0.877 0.869 0.685
UKESM1-0-LL [-] 0.688 0.634 0.675 1.35 1.51 -0.0406 0.609 1.36 0.687 0.535 0.857 0.921 0.707

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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
Data not available
ANNUAL CYCLE
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All Models

Benchmark
Data not available
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CanESM5
Data not available
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CMIP6 ens
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
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Linear Optimal Runoff Aggregate v1.0

  Institution:
University of New South Wales

  Source:
total runoff outputs and seven streamflow outputs from tiers 1 and 2 of the eartH2Observe project (ftp://wci.earth2observe.eu/)

  History:
2018-07-12 13:38:28 v1.0

  References:
Hobeichi, Sanaa, 2018: Linear Optimal Runoff Aggregate v1.0 . NCI National Research Data Collection , doi:10.25914/5b612e993d8ea

  Conventions:
CF-1.6, ACDD-1.3

  Summary:
LORA monthly runoff estimates with associated uncertainties derived by optimally combining 11 state-of-the-art gridded runoff products from the eartH2Observe project

  License:
http://creativecommons.org/licenses/by-nc-sa/4.0/

  Id:
http://dx.doi.org/10.25914/5b612e993d8ea

  Product_version:
1.0

  Contact:
s.hobeichi@student.unsw.edu.au

  Organisation:
ARC Centre of Excellence for Climate System Science

  Keywords:
040608 Surfacewater Hydrology

  Date_created:
2018-07-01

  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:
1980-01-01

  Time_coverage_end:
1980-12-31

  Geospatial_lat_min:
-90.0

  Geospatial_lat_max:
90.0

  Geospatial_lon_min:
-180.0

  Geospatial_lon_max:
180.0