Mean State

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 [-] 0.824
ACCESS-ESM1-5 [-] 1.16 1.18 0.824 0.913 0.343 1.55 1.65 0.443 0.340 0.800 0.716 0.528
BCC-CSM2-MR [-] 2.16 2.19 0.837 1.15 0.810 1.34 2.38 1.76 0.330 0.214 0.759 0.610 0.426
BGCLND [-] 0.914 0.906 0.824 1.07 0.0822 0.732 1.31 0.628 0.509 0.838 0.941 0.685
BGCLNDATM_progCO2 [-] 1.35 1.39 0.824 0.593 0.563 1.30 1.61 0.482 0.370 0.762 0.786 0.554
CanESM5 [-] 1.64 1.70 0.824 1.52 0.879 1.99 1.74 0.408 0.253 0.803 0.523 0.448
CNRM-ESM2-1 [-] 0.987 0.955 0.824 1.52 0.624 0.142 1.30 1.76 0.393 0.419 0.790 0.519 0.508
EC-Earth3-CC [-] 0.456 0.860 0.824 0.0164 0.0345 0.975 1.74 0.566 0.397 0.795 0.886 0.608
MeanCMIP6 [-] 1.52 1.50 0.824 1.13 0.679 1.29 1.46 0.505 0.350 0.829 0.866 0.580
MIROC-ES2L [-] 1.08 1.08 0.824 1.32 0.00545 0.252 1.15 1.75 0.547 0.387 0.720 0.849 0.578
MPI-ESM1-2-LR [-] 0.358 0.334 0.797 0.328 1.55 -0.467 0.764 1.55 0.465 0.517 0.809 0.646 0.591
MRI-ESM2-0 [-] 1.06 1.06 0.837 0.857 0.891 0.208 1.32 1.84 0.525 0.318 0.736 0.769 0.533
NorESM2-LM [-] 0.986 0.967 0.824 0.777 0.125 0.814 1.79 0.614 0.486 0.765 0.920 0.654
UKESM1-0-LL [-] 0.738 0.718 0.824 1.35 0.773 -0.0939 0.898 1.63 0.519 0.494 0.826 0.817 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 [-] 2.61
ACCESS-ESM1-5 [-] 5.47 6.47 2.62 3.76 1.52 3.13 4.56 1.98 0.247 0.177 0.713 0.454 0.354
BCC-CSM2-MR [-] 4.77 5.13 2.62 4.14 1.76 2.45 3.96 1.91 0.317 0.188 0.708 0.767 0.434
BGCLND [-] 3.17 3.90 2.61 2.42 1.28 2.00 1.24 0.397 0.450 0.810 0.893 0.600
BGCLNDATM_progCO2 [-] 3.61 4.94 2.61 2.26 2.33 3.24 1.69 0.362 0.383 0.742 0.458 0.466
CanESM5 [-] 5.17 6.30 2.61 4.24 2.99 4.61 2.30 0.273 0.191 0.651 0.450 0.351
CNRM-ESM2-1 [-] 4.75 5.51 2.62 3.21 1.55 2.35 3.97 1.84 0.300 0.352 0.724 0.250 0.395
EC-Earth3-CC [-] 0.681 3.45 2.61 0.129 0.742 2.36 1.78 0.372 0.435 0.751 0.620 0.523
MeanCMIP6 [-] 4.10 4.85 2.61 2.95 1.95 2.71 1.91 0.346 0.386 0.734 0.849 0.540
MIROC-ES2L [-] 2.00 2.47 2.61 1.68 1.71 -0.305 1.89 2.89 0.458 0.388 0.517 0.887 0.528
MPI-ESM1-2-LR [-] 1.64 1.87 2.87 1.04 2.09 -1.03 1.69 2.75 0.418 0.506 0.565 0.683 0.536
MRI-ESM2-0 [-] 6.21 7.63 2.62 3.53 1.93 4.20 5.71 1.98 0.200 0.172 0.696 0.235 0.295
NorESM2-LM [-] 4.86 5.34 2.61 4.17 2.47 3.15 1.69 0.322 0.392 0.751 0.926 0.557
UKESM1-0-LL [-] 2.94 3.38 2.62 2.26 2.37 0.606 1.98 1.52 0.440 0.439 0.793 0.876 0.597
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 [-] 0.818
ACCESS-ESM1-5 [-] 0.881 0.893 0.817 0.816 1.16 0.0871 1.08 1.82 0.541 0.438 0.838 0.797 0.610
BCC-CSM2-MR [-] 0.943 0.961 0.816 0.850 1.83 0.157 1.32 1.50 0.516 0.391 0.793 0.818 0.582
BGCLND [-] 0.842 0.784 0.818 1.08 1.33 -0.0338 0.732 1.16 0.635 0.527 0.890 0.927 0.701
BGCLNDATM_progCO2 [-] 0.931 0.949 0.818 0.855 1.33 0.131 0.993 1.29 0.574 0.476 0.857 0.861 0.649
CanESM5 [-] 0.846 0.854 0.818 0.771 0.0569 1.22 1.55 0.500 0.425 0.840 0.726 0.583
CNRM-ESM2-1 [-] 0.925 0.916 0.818 0.957 0.917 0.108 1.18 1.47 0.507 0.442 0.834 0.738 0.592
EC-Earth3-CC [-] 0.611 0.744 0.818 0.222 -0.0790 0.831 1.34 0.583 0.499 0.861 0.869 0.662
MeanCMIP6 [-] 0.770 0.798 0.818 0.641 -0.00644 0.895 1.26 0.559 0.502 0.888 0.847 0.660
MIROC-ES2L [-] 0.687 0.676 0.818 0.717 0.987 -0.137 1.01 1.71 0.510 0.458 0.786 0.738 0.590
MPI-ESM1-2-LR [-] 0.467 0.510 0.797 0.258 1.32 -0.286 0.850 1.47 0.517 0.492 0.817 0.698 0.603
MRI-ESM2-0 [-] 0.819 0.887 0.816 0.471 2.59 0.0727 1.05 1.51 0.570 0.447 0.850 0.784 0.620
NorESM2-LM [-] 0.873 0.845 0.818 0.980 0.0459 0.964 1.49 0.558 0.482 0.831 0.845 0.640
UKESM1-0-LL [-] 0.783 0.839 0.817 0.487 1.25 0.0409 0.883 1.45 0.575 0.506 0.838 0.774 0.640
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 [-] 0.887
ACCESS-ESM1-5 [-] 0.748 0.684 0.887 1.01 1.09 -0.185 1.07 1.37 0.703 0.438 0.844 0.912 0.667
BCC-CSM2-MR [-] 0.842 0.791 0.886 1.05 2.13 -0.0848 1.13 0.701 0.709 0.423 0.916 0.883 0.671
BGCLND [-] 0.800 0.664 0.887 1.31 1.07 -0.224 1.08 0.788 0.675 0.425 0.913 0.924 0.673
BGCLNDATM_progCO2 [-] 0.882 0.830 0.887 1.08 1.07 -0.0574 1.13 0.805 0.710 0.427 0.893 0.922 0.675
CanESM5 [-] 0.837 0.778 0.887 1.09 -0.0838 1.03 0.720 0.695 0.472 0.911 0.899 0.690
CNRM-ESM2-1 [-] 0.887 0.822 0.887 1.19 3.46 -0.0547 1.16 1.13 0.678 0.397 0.859 0.902 0.647
EC-Earth3-CC [-] 0.400 0.752 0.887 0.103 -0.139 0.966 0.849 0.721 0.473 0.902 0.930 0.700
MeanCMIP6 [-] 0.724 0.698 0.887 0.835 -0.178 0.872 0.662 0.707 0.510 0.924 0.782 0.686
MIROC-ES2L [-] 0.677 0.633 0.887 0.830 0.772 -0.252 1.03 0.947 0.629 0.480 0.835 0.607 0.606
MPI-ESM1-2-LR [-] 0.766 0.802 0.876 0.587 1.40 -0.0715 1.04 1.12 0.713 0.439 0.857 0.881 0.666
MRI-ESM2-0 [-] 0.855 0.857 0.887 0.833 1.55 -0.0249 1.02 0.796 0.720 0.468 0.897 0.929 0.697
NorESM2-LM [-] 0.940 0.853 0.887 1.41 -0.0157 0.951 0.758 0.717 0.480 0.905 0.855 0.688
UKESM1-0-LL [-] 0.745 0.748 0.886 0.727 2.28 -0.122 0.849 1.12 0.728 0.529 0.872 0.918 0.715
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 [-] 3.21
ACCESS-ESM1-5 [-] 3.03 3.06 3.21 1.33 1.10 -0.173 3.25 1.06 0.500 0.480 0.891 0.676 0.605
BCC-CSM2-MR [-] 2.39 2.41 3.20 1.39 14.8 -0.771 3.70 1.83 0.426 0.388 0.673 0.803 0.536
BGCLND [-] 2.73 2.75 3.21 2.39 -0.460 1.80 0.800 0.642 0.619 0.922 0.942 0.749
BGCLNDATM_progCO2 [-] 2.49 2.53 3.21 1.67 -0.677 2.57 0.964 0.526 0.525 0.881 0.887 0.669
CanESM5 [-] 1.88 1.75 3.21 0.879 -1.45 3.78 1.14 0.363 0.451 0.863 0.512 0.528
CNRM-ESM2-1 [-] 1.70 1.70 3.21 1.71 0.439 -1.52 3.36 1.19 0.391 0.488 0.838 0.683 0.578
EC-Earth3-CC [-] 2.00 2.16 3.21 0.297 -1.07 2.64 1.07 0.492 0.516 0.876 0.816 0.643
MeanCMIP6 [-] 1.81 1.84 3.21 1.13 -1.36 2.73 0.741 0.452 0.514 0.938 0.846 0.653
MIROC-ES2L [-] 1.66 1.63 3.21 1.63 1.64 -1.57 3.09 1.39 0.416 0.455 0.822 0.798 0.589
MPI-ESM1-2-LR [-] 1.03 1.04 3.21 0.244 3.11 -2.18 3.18 1.29 0.361 0.477 0.778 0.606 0.540
MRI-ESM2-0 [-] 2.79 2.84 3.20 1.33 11.7 -0.350 2.99 0.944 0.554 0.465 0.879 0.728 0.618
NorESM2-LM [-] 1.87 1.85 3.21 1.59 -1.34 2.84 1.20 0.455 0.483 0.817 0.670 0.582
UKESM1-0-LL [-] 2.38 2.40 3.21 1.74 0.710 -0.789 2.65 1.30 0.495 0.504 0.803 0.892 0.640
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 [-] 0.698
ACCESS-ESM1-5 [-] 0.571 0.521 0.697 1.14 1.23 -0.156 0.719 1.74 0.645 0.487 0.826 0.902 0.669
BCC-CSM2-MR [-] 0.645 0.624 0.696 0.872 1.29 -0.0617 0.886 1.09 0.656 0.432 0.874 0.889 0.656
BGCLND [-] 0.636 0.575 0.697 1.13 1.48 -0.123 0.744 1.03 0.655 0.457 0.886 0.927 0.676
BGCLNDATM_progCO2 [-] 0.668 0.653 0.697 0.793 1.48 -0.0448 0.762 0.992 0.660 0.470 0.867 0.917 0.677
CanESM5 [-] 0.662 0.606 0.698 1.24 -0.0745 0.764 1.12 0.642 0.483 0.873 0.896 0.675
CNRM-ESM2-1 [-] 0.838 0.790 0.698 1.41 2.34 0.104 0.915 1.21 0.629 0.420 0.839 0.880 0.638
EC-Earth3-CC [-] 0.354 0.612 0.698 0.0716 -0.0898 0.662 1.17 0.680 0.503 0.879 0.928 0.699
MeanCMIP6 [-] 0.593 0.567 0.698 0.887 -0.121 0.637 1.02 0.662 0.530 0.898 0.807 0.685
MIROC-ES2L [-] 0.572 0.527 0.698 0.874 1.05 -0.169 0.775 1.44 0.582 0.487 0.787 0.659 0.600
MPI-ESM1-2-LR [-] 0.640 0.611 0.682 0.967 1.25 -0.0690 0.719 1.36 0.655 0.477 0.841 0.879 0.666
MRI-ESM2-0 [-] 0.737 0.712 0.697 1.09 1.55 0.0224 0.761 1.23 0.666 0.488 0.871 0.931 0.689
NorESM2-LM [-] 0.689 0.635 0.698 1.41 -0.0472 0.718 1.17 0.662 0.491 0.864 0.882 0.678
UKESM1-0-LL [-] 0.678 0.629 0.697 1.38 1.55 -0.0507 0.640 1.38 0.681 0.532 0.851 0.902 0.699

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
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MIROC-ES2L
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MPI-ESM1-2-LR
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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:
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