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 [-] 0.695
bcc-csm1-1 [-] 0.342 0.347 0.695 0.239 0.350 -0.355 0.645 2.25 0.463 0.545 0.656 0.297 0.501
BCC-CSM2-MR [-] 1.79 1.75 0.695 0.877 0.358 1.04 2.00 1.57 0.196 0.161 0.777 0.563 0.372
CanESM2 [-] 1.05 1.08 0.695 0.573 0.360 1.34 1.56 0.434 0.416 0.776 0.593 0.527
CanESM5 [-] 1.36 1.36 0.695 1.23 0.661 1.64 1.78 0.419 0.396 0.738 0.532 0.496
CESM1-BGC [-] 1.03 1.06 0.694 0.250 1.89 0.352 1.11 1.73 0.434 0.420 0.751 0.828 0.570
CESM2 [-] 1.26 1.28 0.694 0.912 1.89 0.580 1.08 1.62 0.371 0.466 0.765 0.837 0.581
GFDL-ESM2G [-] 1.53 1.54 0.695 1.27 0.832 1.29 1.83 0.355 0.501 0.727 0.717 0.560
IPSL-CM5A-LR [-] 0.0266 0.0258 0.694 0.0167 1.61 -0.670 0.837 2.34 0.433 0.658 0.619 0.00600 0.475
IPSL-CM6A-LR [-] 1.03 1.06 0.694 1.16 2.52 0.377 1.12 1.58 0.455 0.456 0.774 0.783 0.585
MeanCMIP5 [-] 0.533 0.875 0.697 0.0793 0.415 0.178 0.739 1.54 0.506 0.556 0.782 0.902 0.660
MeanCMIP6 [-] 1.03 1.04 0.695 0.740 0.338 0.818 1.37 0.481 0.512 0.805 0.890 0.640
MIROC-ESM [-] 1.09 1.11 0.653 0.411 1.70 0.447 1.24 1.84 0.374 0.353 0.729 0.771 0.516
MIROC-ESM2L [-] 0.930 0.918 0.695 1.05 0.00609 0.226 1.01 1.63 0.496 0.494 0.758 0.834 0.615
MPI-ESM-LR [-] 0.543 0.567 0.695 0.727 -0.151 0.759 1.52 0.605 0.594 0.785 0.887 0.693
MPI-ESM1.2-HR [-] 0.267 0.265 0.692 0.365 0.811 -0.431 0.694 1.43 0.548 0.665 0.795 0.529 0.640
NorESM1-ME [-] 1.39 1.37 0.695 0.549 0.647 1.41 1.86 0.368 0.387 0.725 0.603 0.494
NorESM2-LM [-] 0.854 0.825 0.695 0.656 0.117 0.739 1.73 0.550 0.571 0.742 0.919 0.671
UK-HadGEM2-ES [-] 0.371 0.372 0.695 0.642 0.00339 -0.315 0.792 1.50 0.455 0.535 0.789 0.634 0.590
UKESM1-0-LL [-] 0.803 0.785 0.695 1.07 0.548 0.0896 1.02 1.46 0.429 0.504 0.794 0.173 0.481
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 [-] 2.49
bcc-csm1-1 [-] 0.371 0.399 2.49 0.344 1.91 -2.12 2.10 2.48 0.299 0.763 0.616 0.0621 0.501
BCC-CSM2-MR [-] 4.68 5.09 2.49 4.10 1.67 2.54 4.04 1.90 0.265 0.313 0.714 0.752 0.472
CanESM2 [-] 2.25 2.82 2.49 1.70 -0.346 2.48 2.10 0.384 0.632 0.669 0.612 0.586
CanESM5 [-] 5.23 6.37 2.49 4.15 3.16 4.69 2.17 0.251 0.308 0.670 0.415 0.391
CESM1-BGC [-] 4.08 4.57 2.50 2.96 1.64 1.85 2.90 1.97 0.413 0.510 0.701 0.658 0.558
CESM2 [-] 6.25 7.00 2.50 4.59 1.64 4.17 4.78 1.67 0.120 0.495 0.756 0.524 0.478
GFDL-ESM2G [-] 7.21 7.73 2.49 6.19 4.79 5.25 1.78 0.0812 0.522 0.739 0.616 0.496
IPSL-CM5A-LR [-] 0.0940 0.108 2.51 0.0823 1.80 -2.40 2.53 2.24 0.237 0.785 0.660 0.00880 0.495
IPSL-CM6A-LR [-] 9.67 12.6 2.49 5.17 1.85 8.22 9.13 2.23 0.122 0.435 0.649 0.0493 0.338
MeanCMIP5 [-] 1.15 3.04 2.48 0.781 0.559 1.57 1.22 0.552 0.738 0.833 0.943 0.761
MeanCMIP6 [-] 4.33 5.39 2.49 2.78 2.50 3.05 1.58 0.280 0.638 0.777 0.634 0.594
MIROC-ESM [-] 3.69 3.78 2.64 3.59 2.12 1.12 2.30 1.83 0.464 0.619 0.753 0.926 0.676
MIROC-ESM2L [-] 2.00 2.46 2.49 1.63 1.63 -0.190 1.83 2.84 0.554 0.629 0.539 0.899 0.650
MPI-ESM-LR [-] 1.63 1.82 2.49 1.24 -1.29 1.95 3.00 0.484 0.672 0.510 0.821 0.632
MPI-ESM1.2-HR [-] 1.34 1.52 2.58 0.776 1.67 -1.07 1.68 2.03 0.525 0.748 0.694 0.756 0.694
NorESM1-ME [-] 3.72 4.42 2.49 2.72 1.57 2.56 1.65 0.426 0.571 0.752 0.813 0.627
NorESM2-LM [-] 4.84 5.36 2.49 4.12 2.61 3.20 1.61 0.234 0.599 0.772 0.913 0.623
UK-HadGEM2-ES [-] 2.29 2.68 2.50 1.57 1.47 -0.0352 2.28 1.72 0.475 0.629 0.761 0.677 0.634
UKESM1-0-LL [-] 2.86 3.32 2.49 2.20 2.16 0.681 1.96 1.43 0.515 0.655 0.818 0.868 0.702
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 [-] 0.810
bcc-csm1-1 [-] 0.269 0.249 0.809 0.361 2.89 -0.560 0.885 2.01 0.367 0.517 0.700 0.0950 0.439
BCC-CSM2-MR [-] 0.943 0.962 0.808 0.844 1.79 0.165 1.33 1.54 0.358 0.331 0.783 0.816 0.524
CanESM2 [-] 0.648 0.632 0.810 0.671 -0.194 1.09 1.65 0.490 0.504 0.765 0.754 0.603
CanESM5 [-] 0.844 0.851 0.810 0.769 0.0621 1.22 1.57 0.469 0.495 0.777 0.720 0.591
CESM1-BGC [-] 0.762 0.824 0.811 0.448 0.666 0.0221 1.02 1.58 0.439 0.531 0.780 0.834 0.623
CESM2 [-] 0.903 0.967 0.810 0.580 1.12 0.176 0.964 1.38 0.424 0.522 0.810 0.848 0.625
GFDL-ESM2G [-] 0.768 0.817 0.810 0.510 0.0328 1.11 1.72 0.393 0.478 0.752 0.776 0.576
IPSL-CM5A-LR [-] 0.0151 0.0142 0.810 0.0220 1.14 -0.795 1.00 1.77 0.404 0.637 0.743 0.00150 0.485
IPSL-CM6A-LR [-] 1.16 1.11 0.809 1.78 1.21 0.325 1.27 1.47 0.405 0.478 0.795 0.517 0.535
MeanCMIP5 [-] 0.598 0.625 0.813 0.519 0.240 -0.188 0.803 1.37 0.462 0.571 0.815 0.704 0.625
MeanCMIP6 [-] 0.812 0.848 0.810 0.635 0.0535 0.827 1.22 0.460 0.557 0.836 0.870 0.656
MIROC-ESM [-] 0.685 0.717 0.784 0.493 1.26 -0.0671 1.07 1.85 0.427 0.444 0.730 0.773 0.563
MIROC-ESM2L [-] 0.685 0.674 0.810 0.714 0.972 -0.131 1.00 1.73 0.447 0.504 0.746 0.743 0.589
MPI-ESM-LR [-] 0.549 0.598 0.810 0.297 -0.239 0.935 1.60 0.502 0.547 0.780 0.751 0.625
MPI-ESM1.2-HR [-] 0.498 0.546 0.803 0.228 1.15 -0.256 0.841 1.47 0.534 0.592 0.801 0.792 0.662
NorESM1-ME [-] 0.774 0.784 0.810 0.709 -0.0199 1.05 1.60 0.423 0.523 0.775 0.818 0.612
NorESM2-LM [-] 0.877 0.848 0.810 0.983 0.0572 0.962 1.51 0.419 0.514 0.786 0.848 0.616
UK-HadGEM2-ES [-] 0.645 0.693 0.810 0.398 0.932 -0.109 0.861 1.55 0.489 0.553 0.785 0.830 0.642
UKESM1-0-LL [-] 0.778 0.834 0.809 0.480 1.23 0.0430 0.880 1.49 0.481 0.542 0.790 0.776 0.626
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 [-] 0.882
bcc-csm1-1 [-] 0.304 0.273 0.881 0.428 3.42 -0.604 1.06 1.72 0.282 0.471 0.757 0.109 0.418
BCC-CSM2-MR [-] 0.837 0.788 0.880 1.03 2.13 -0.0823 1.13 0.703 0.442 0.313 0.929 0.879 0.575
CanESM2 [-] 0.833 0.761 0.882 1.10 -0.0955 1.27 0.822 0.422 0.309 0.914 0.869 0.565
CanESM5 [-] 0.830 0.774 0.882 1.07 -0.0823 1.03 0.731 0.440 0.431 0.926 0.902 0.626
CESM1-BGC [-] 0.914 0.911 0.881 0.933 1.22 0.0384 0.985 0.964 0.412 0.468 0.894 0.934 0.635
CESM2 [-] 0.874 0.846 0.881 1.01 1.22 -0.0202 0.903 0.736 0.476 0.485 0.919 0.951 0.663
GFDL-ESM2G [-] 0.583 0.623 0.882 0.413 -0.256 1.13 0.963 0.411 0.359 0.896 0.679 0.541
IPSL-CM5A-LR [-] 0.0151 0.0141 0.881 0.0195 1.21 -0.866 1.25 1.05 0.146 0.483 0.876 0.00108 0.398
IPSL-CM6A-LR [-] 0.920 0.866 0.881 1.30 1.33 -0.000867 1.11 0.790 0.410 0.420 0.917 0.882 0.610
MeanCMIP5 [-] 0.561 0.673 0.884 0.466 0.504 -0.211 0.916 0.861 0.458 0.488 0.911 0.702 0.609
MeanCMIP6 [-] 0.796 0.779 0.882 0.875 -0.0901 0.794 0.637 0.485 0.545 0.934 0.879 0.678
MIROC-ESM [-] 0.920 0.918 0.846 0.923 1.67 0.0719 1.31 0.967 0.381 0.239 0.892 0.850 0.520
MIROC-ESM2L [-] 0.670 0.625 0.882 0.828 0.769 -0.254 1.02 0.937 0.359 0.467 0.891 0.606 0.558
MPI-ESM-LR [-] 0.721 0.809 0.882 0.604 -0.0914 1.27 1.45 0.454 0.300 0.825 0.858 0.548
MPI-ESM1.2-HR [-] 0.726 0.765 0.877 0.530 1.18 -0.113 1.07 1.22 0.478 0.436 0.858 0.895 0.621
NorESM1-ME [-] 0.876 0.830 0.882 1.15 -0.0381 0.942 0.890 0.434 0.484 0.902 0.857 0.632
NorESM2-LM [-] 0.938 0.850 0.882 1.42 -0.0132 0.952 0.748 0.433 0.450 0.919 0.858 0.622
UK-HadGEM2-ES [-] 0.636 0.602 0.881 0.779 1.55 -0.260 0.990 1.16 0.424 0.485 0.865 0.881 0.628
UKESM1-0-LL [-] 0.737 0.742 0.881 0.711 2.28 -0.123 0.854 1.15 0.486 0.524 0.848 0.918 0.660
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 [-] 3.15
bcc-csm1-1 [-] 0.361 0.374 3.15 0.102 3.77 -2.78 3.30 2.30 0.101 0.392 0.638 0.0425 0.313
BCC-CSM2-MR [-] 2.41 2.43 3.14 1.40 14.3 -0.689 3.66 1.79 0.168 0.205 0.735 0.799 0.422
CanESM2 [-] 1.03 0.938 3.15 0.756 -2.23 3.74 1.30 0.113 0.387 0.837 0.633 0.471
CanESM5 [-] 1.90 1.77 3.15 0.882 -1.37 3.77 1.18 0.183 0.343 0.853 0.496 0.444
CESM1-BGC [-] 1.82 1.85 3.15 1.12 0.830 -1.27 3.10 1.28 0.213 0.346 0.834 0.833 0.515
CESM2 [-] 2.24 2.28 3.15 1.45 0.830 -0.840 2.42 0.818 0.314 0.413 0.911 0.916 0.594
GFDL-ESM2G [-] 1.02 1.09 3.15 0.627 -2.07 2.99 1.08 0.187 0.414 0.871 0.516 0.480
IPSL-CM5A-LR [-] 0.0255 0.0258 3.15 0.0170 1.44 -3.12 3.71 1.19 0.0688 0.384 0.846 0.00161 0.337
IPSL-CM6A-LR [-] 2.39 2.39 3.15 2.69 1.71 -0.707 2.96 0.921 0.233 0.395 0.902 0.670 0.519
MeanCMIP5 [-] 1.26 1.32 3.15 0.630 -1.83 2.71 0.896 0.210 0.429 0.905 0.627 0.520
MeanCMIP6 [-] 2.02 2.05 3.15 1.29 -1.08 2.48 0.641 0.296 0.434 0.940 0.863 0.593
MIROC-ESM [-] 1.39 1.34 3.16 1.34 2.55 -1.81 2.92 1.95 0.206 0.362 0.705 0.747 0.476
MIROC-ESM2L [-] 1.67 1.63 3.15 1.60 1.59 -1.51 3.03 1.37 0.240 0.344 0.807 0.806 0.508
MPI-ESM-LR [-] 1.38 1.41 3.15 0.361 -1.79 3.01 1.48 0.213 0.336 0.799 0.716 0.480
MPI-ESM1.2-HR [-] 1.62 1.65 3.15 0.355 2.69 -1.50 2.77 1.02 0.251 0.385 0.875 0.846 0.548
NorESM1-ME [-] 1.47 1.47 3.15 1.16 -1.66 2.96 1.25 0.198 0.354 0.847 0.827 0.516
NorESM2-LM [-] 1.93 1.90 3.15 1.65 -1.23 2.78 1.19 0.247 0.354 0.845 0.687 0.498
UK-HadGEM2-ES [-] 2.64 2.68 3.15 0.988 1.91 -0.499 2.47 1.08 0.328 0.425 0.870 0.890 0.588
UKESM1-0-LL [-] 2.36 2.38 3.15 1.72 0.666 -0.745 2.58 1.25 0.276 0.403 0.835 0.891 0.561

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
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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
Data not available
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bcc-csm1-1
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BCC-CSM2-MR
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CanESM2
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CanESM5
Data not available
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CESM1-BGC
Data not available
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CESM2
Data not available
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GFDL-ESM2G
Data not available
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IPSL-CM5A-LR
Data not available
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IPSL-CM6A-LR
Data not available
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MeanCMIP5
Data not available
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MeanCMIP6
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MIROC-ESM
Data not available
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MIROC-ESM2L
Data not available
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MPI-ESM-LR
Data not available
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MPI-ESM1.2-HR
Data not available
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NorESM1-ME
Data not available
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NorESM2-LM
Data not available
Data not available
UK-HadGEM2-ES
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