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 [-] 1.07
ACCESS-ESM1-5 [-] 0.908 0.894 1.07 1.65 2.28 -0.153 1.14 1.70 0.638 0.449 0.815 0.915 0.653
BCC-CSM2-MR [-] 0.953 0.915 1.07 1.53 2.79 -0.136 1.35 0.960 0.647 0.381 0.879 0.920 0.642
CanESM5 [-] 0.918 0.930 1.07 1.60 -0.109 1.23 1.02 0.642 0.434 0.877 0.893 0.656
CESM2 [-] 1.08 1.04 1.07 1.88 2.50 -0.00830 1.12 0.981 0.669 0.447 0.895 0.910 0.674
IPSL-CM6A-LR [-] 1.14 1.13 1.07 1.92 2.77 0.0768 1.32 1.05 0.622 0.403 0.892 0.767 0.617
MeanCMIP6 [-] 0.967 0.953 1.07 1.52 -0.101 0.926 0.932 0.687 0.507 0.904 0.926 0.706
MIROC-ESM2L [-] 0.805 0.795 1.07 1.14 1.27 -0.268 1.16 1.24 0.587 0.454 0.776 0.719 0.598
MPI-ESM1.2-HR [-] 0.935 0.947 1.06 1.02 1.58 -0.118 1.21 1.43 0.663 0.399 0.801 0.916 0.636
NorESM2-LM [-] 0.991 0.947 1.07 2.13 -0.104 1.11 1.04 0.664 0.435 0.876 0.906 0.663
UKESM1-0-LL [-] 0.983 0.935 1.07 1.58 1.89 -0.113 0.928 1.35 0.675 0.524 0.859 0.917 0.700
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
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
CESM2 [-] 0.902 0.966 0.817 0.582 1.14 0.168 0.960 1.35 0.581 0.487 0.872 0.853 0.656
IPSL-CM6A-LR [-] 1.17 1.12 0.817 1.79 1.23 0.323 1.27 1.46 0.520 0.446 0.853 0.525 0.558
MeanCMIP6 [-] 0.813 0.850 0.818 0.637 0.0474 0.827 1.18 0.588 0.533 0.896 0.870 0.684
MIROC-ESM2L [-] 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-HR [-] 0.499 0.548 0.810 0.228 1.16 -0.262 0.844 1.46 0.538 0.493 0.833 0.789 0.629
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 [-] 0.0300
ACCESS-ESM1-5 [-] 0.0581 0.0543 0.0299 0.110 0.142 0.0272 0.0886 2.62 0.587 0.565 0.689 0.217 0.524
BCC-CSM2-MR [-] 0.128 0.139 0.0299 0.166 0.0810 0.111 0.289 2.10 0.383 0.328 0.818 0.0814 0.388
CanESM5 [-] 0.0639 0.0701 0.0300 0.150 0.0517 0.149 2.48 0.550 0.492 0.686 0.0386 0.452
CESM2 [-] 0.0866 0.0840 0.0299 0.0637 0.0949 0.0562 0.158 1.88 0.500 0.518 0.819 0.189 0.509
IPSL-CM6A-LR [-] 0.247 0.193 0.0299 0.466 0.0530 0.163 0.252 2.08 0.484 0.460 0.792 0.0454 0.448
MeanCMIP6 [-] 0.126 0.121 0.0300 0.158 0.0929 0.170 1.74 0.499 0.497 0.864 0.0775 0.487
MIROC-ESM2L [-] 0.0917 0.0884 0.0300 0.146 0.0182 0.0637 0.145 2.46 0.562 0.498 0.721 0.168 0.489
MPI-ESM1.2-HR [-] 0.0276 0.0292 0.0292 0.0848 0.0755 0.00117 0.0590 1.72 0.662 0.612 0.867 0.462 0.643
NorESM2-LM [-] 0.144 0.130 0.0300 0.158 0.0986 0.211 2.05 0.423 0.509 0.802 0.0975 0.468
UKESM1-0-LL [-] 0.198 0.206 0.0299 0.271 0.0628 0.175 0.286 1.80 0.534 0.443 0.832 0.00290 0.451
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 [-] 0.0653
ACCESS-ESM1-5 [-] 0.123 0.0942 0.0653 0.0160 0.00345 0.0295 0.157 2.83 0.534 0.513 0.702 0.278 0.508
BCC-CSM2-MR [-] 0.174 0.174 0.0653 -0.367 0.0393 0.111 0.419 1.94 0.468 0.325 0.827 0.133 0.415
CanESM5 [-] 0.115 0.106 0.0653 0.0209 0.0364 0.212 1.83 0.520 0.483 0.848 0.212 0.509
CESM2 [-] 0.129 0.125 0.0653 -0.398 0.0912 0.0626 0.226 1.58 0.503 0.455 0.798 0.292 0.501
IPSL-CM6A-LR [-] 0.264 0.212 0.0653 0.134 0.105 0.146 0.262 1.93 0.491 0.432 0.802 0.155 0.462
MeanCMIP6 [-] 0.172 0.151 0.0653 -0.0161 0.0851 0.198 1.72 0.553 0.481 0.860 0.400 0.555
MIROC-ESM2L [-] 0.190 0.161 0.0653 0.0748 0.101 0.290 2.31 0.496 0.386 0.741 0.240 0.450
MPI-ESM1.2-HR [-] 0.134 0.131 0.0650 0.0720 0.0912 0.0644 0.173 2.00 0.568 0.464 0.850 0.560 0.581
NorESM2-LM [-] 0.161 0.156 0.0653 -0.129 0.0817 0.279 1.88 0.454 0.422 0.750 0.248 0.459
UKESM1-0-LL [-] 0.107 0.113 0.0653 0.262 0.244 0.0469 0.179 1.96 0.543 0.530 0.770 0.148 0.504
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 [-] 4.42
ACCESS-ESM1-5 [-] 6.15 6.68 4.42 5.10 3.85 1.93 6.34 2.13 0.509 0.450 0.668 0.810 0.577
BCC-CSM2-MR [-] 3.93 4.68 4.42 3.18 0.0598 5.20 2.19 0.482 0.463 0.655 0.783 0.569
CanESM5 [-] 5.29 3.90 4.42 3.17 -0.731 5.39 2.59 0.454 0.463 0.560 0.794 0.547
CESM2 [-] 4.97 4.98 4.41 5.38 6.01 0.621 4.00 1.63 0.621 0.479 0.754 0.780 0.623
IPSL-CM6A-LR [-] 5.58 7.85 4.42 4.98 5.62 3.10 7.38 2.20 0.490 0.451 0.663 0.628 0.537
MeanCMIP6 [-] 4.22 4.63 4.42 3.55 0.104 4.16 1.67 0.511 0.533 0.719 0.553 0.570
MIROC-ESM2L [-] 2.88 3.35 4.42 1.74 -1.27 5.03 2.41 0.383 0.485 0.626 0.640 0.524
MPI-ESM1.2-HR [-] 3.62 3.48 4.21 3.52 9.43 -0.871 3.73 2.15 0.554 0.494 0.685 0.727 0.591
NorESM2-LM [-] 3.82 3.48 4.42 3.69 -1.04 4.17 2.05 0.532 0.481 0.676 0.361 0.506
UKESM1-0-LL [-] 4.94 5.11 4.43 4.84 1.64 0.771 4.62 2.36 0.537 0.467 0.646 0.870 0.598
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 [-] 1.22
ACCESS-ESM1-5 [-] 1.32 1.27 1.22 1.77 2.03 0.0679 1.21 1.28 0.529 0.499 0.834 0.752 0.622
BCC-CSM2-MR [-] 1.10 1.10 1.21 1.38 2.87 -0.0993 1.20 1.15 0.575 0.494 0.819 0.854 0.647
CanESM5 [-] 1.50 1.34 1.22 1.48 0.121 1.35 1.15 0.553 0.485 0.821 0.584 0.586
CESM2 [-] 1.47 1.40 1.22 2.07 2.64 0.218 1.08 1.04 0.611 0.523 0.859 0.775 0.658
IPSL-CM6A-LR [-] 1.69 1.56 1.21 2.27 2.81 0.375 1.32 1.20 0.543 0.483 0.815 0.685 0.602
MeanCMIP6 [-] 1.29 1.24 1.22 1.58 0.0353 0.867 0.879 0.633 0.599 0.875 0.897 0.721
MIROC-ESM2L [-] 0.951 0.923 1.22 1.08 2.31 -0.299 1.10 1.36 0.501 0.531 0.778 0.797 0.628
MPI-ESM1.2-HR [-] 1.14 1.08 1.20 1.77 1.66 -0.125 1.02 1.27 0.573 0.532 0.832 0.840 0.662
NorESM2-LM [-] 1.17 1.17 1.22 1.70 -0.0430 0.969 1.17 0.596 0.542 0.825 0.886 0.678
UKESM1-0-LL [-] 1.44 1.40 1.21 2.34 2.73 0.205 1.02 1.21 0.583 0.532 0.841 0.781 0.654
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 [-] 4.28
ACCESS-ESM1-5 [-] 5.59 5.62 4.28 3.90 1.90 1.17 4.18 1.35 0.486 0.419 0.849 0.765 0.588
BCC-CSM2-MR [-] 3.97 3.95 4.25 3.64 11.7 -0.255 4.40 2.54 0.404 0.342 0.556 0.809 0.491
CanESM5 [-] 3.87 3.60 4.28 3.74 -0.524 4.86 1.69 0.323 0.392 0.797 0.630 0.507
CESM2 [-] 5.07 5.06 4.28 5.01 2.37 0.891 4.11 1.21 0.428 0.495 0.863 0.744 0.605
IPSL-CM6A-LR [-] 7.20 6.95 4.28 6.47 3.17 2.55 6.55 1.56 0.338 0.473 0.827 0.147 0.452
MeanCMIP6 [-] 3.77 3.83 4.28 3.23 -0.385 3.51 1.19 0.386 0.522 0.875 0.847 0.630
MIROC-ESM2L [-] 2.11 2.11 4.28 1.99 -2.14 3.57 2.03 0.367 0.452 0.739 0.770 0.556
MPI-ESM1.2-HR [-] 2.04 2.14 4.30 0.931 3.54 -2.14 3.10 1.71 0.405 0.514 0.774 0.762 0.594
NorESM2-LM [-] 3.39 3.23 4.28 3.85 -0.887 4.00 1.70 0.342 0.458 0.746 0.837 0.568
UKESM1-0-LL [-] 3.51 3.59 4.28 3.03 2.52 -0.648 2.89 1.42 0.476 0.500 0.809 0.919 0.641
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 [-] 1.24
ACCESS-ESM1-5 [-] 1.43 1.45 1.24 1.57 1.29 0.208 1.90 1.33 0.485 0.421 0.855 0.733 0.583
BCC-CSM2-MR [-] 1.81 1.81 1.24 1.80 1.71 0.572 2.50 1.39 0.437 0.349 0.818 0.761 0.543
CanESM5 [-] 1.37 1.44 1.24 1.86 0.195 2.20 1.32 0.449 0.388 0.848 0.637 0.542
CESM2 [-] 1.52 1.51 1.24 1.88 1.50 0.276 1.50 1.26 0.558 0.478 0.871 0.878 0.653
IPSL-CM6A-LR [-] 1.69 1.62 1.24 2.55 1.45 0.394 1.94 1.27 0.518 0.431 0.864 0.696 0.588
MeanCMIP6 [-] 1.34 1.34 1.24 1.44 0.103 1.33 0.989 0.582 0.513 0.910 0.816 0.667
MIROC-ESM2L [-] 1.13 1.16 1.24 0.911 1.45 -0.0972 1.67 1.44 0.509 0.431 0.794 0.795 0.592
MPI-ESM1.2-HR [-] 0.538 0.550 1.24 0.310 1.28 -0.683 1.27 1.17 0.472 0.513 0.869 0.679 0.609
NorESM2-LM [-] 1.42 1.41 1.24 1.79 0.173 1.53 1.38 0.558 0.479 0.844 0.848 0.642
UKESM1-0-LL [-] 1.30 1.26 1.24 1.51 1.19 0.0255 1.42 1.22 0.539 0.491 0.840 0.857 0.643
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 [-] 0.832
ACCESS-ESM1-5 [-] 0.656 0.653 0.832 0.713 0.689 -0.177 1.37 1.20 0.772 0.383 0.875 0.821 0.647
BCC-CSM2-MR [-] 0.793 0.768 0.832 0.874 0.814 -0.0633 1.11 0.612 0.774 0.481 0.948 0.675 0.672
CanESM5 [-] 0.733 0.697 0.832 0.845 -0.129 1.09 0.616 0.748 0.498 0.949 0.818 0.702
CESM2 [-] 0.788 0.840 0.833 0.629 0.554 0.00748 1.04 0.601 0.789 0.509 0.949 0.848 0.721
IPSL-CM6A-LR [-] 0.804 0.767 0.833 1.02 0.666 -0.0704 1.22 0.737 0.723 0.466 0.932 0.878 0.693
MeanCMIP6 [-] 0.708 0.735 0.832 0.664 -0.0965 0.906 0.540 0.775 0.548 0.955 0.704 0.706
MIROC-ESM2L [-] 0.636 0.597 0.832 0.749 0.302 -0.239 1.19 0.805 0.708 0.463 0.919 0.636 0.638
MPI-ESM1.2-HR [-] 0.615 0.727 0.834 0.247 0.733 -0.107 1.28 1.07 0.773 0.414 0.883 0.811 0.659
NorESM2-LM [-] 0.920 0.834 0.832 1.16 0.00223 1.06 0.608 0.772 0.506 0.948 0.761 0.699
UKESM1-0-LL [-] 0.579 0.662 0.832 0.325 0.624 -0.166 1.03 1.00 0.772 0.504 0.894 0.864 0.708
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 [-] 0.316
ACCESS-ESM1-5 [-] 0.350 0.385 0.316 0.201 0.479 0.0702 0.521 1.89 0.511 0.474 0.782 0.454 0.539
BCC-CSM2-MR [-] 0.485 0.483 0.316 0.102 0.436 0.161 0.766 1.46 0.511 0.411 0.825 0.461 0.524
CanESM5 [-] 0.542 0.512 0.316 0.138 0.177 0.748 1.49 0.482 0.436 0.812 0.329 0.499
CESM2 [-] 0.543 0.558 0.316 0.277 0.484 0.233 0.601 1.52 0.555 0.476 0.804 0.536 0.570
IPSL-CM6A-LR [-] 0.669 0.690 0.316 0.581 0.577 0.377 0.807 1.48 0.448 0.417 0.814 0.354 0.490
MeanCMIP6 [-] 0.481 0.492 0.316 0.244 0.171 0.462 1.14 0.593 0.549 0.877 0.716 0.657
MIROC-ESM2L [-] 0.466 0.464 0.316 0.265 0.669 0.137 0.582 1.76 0.502 0.438 0.764 0.674 0.563
MPI-ESM1.2-HR [-] 0.346 0.352 0.313 0.193 0.493 0.0404 0.427 1.63 0.557 0.521 0.798 0.737 0.627
NorESM2-LM [-] 0.496 0.495 0.316 0.292 0.167 0.563 1.68 0.515 0.482 0.766 0.630 0.575
UKESM1-0-LL [-] 0.439 0.417 0.316 0.361 0.468 0.106 0.441 1.59 0.565 0.532 0.827 0.653 0.622

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
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ACCESS-ESM1-5
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BCC-CSM2-MR
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CanESM5
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CESM2
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IPSL-CM6A-LR
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MeanCMIP6
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MIROC-ESM2L
Data not available
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MPI-ESM1.2-HR
Data not available
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NorESM2-LM
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UKESM1-0-LL
Data not available
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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