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 [-] 2.25
CanESM5 [-] 3.70 3.10 2.24 4.34 2.96 0.858 1.18 2.51 0.418 0.477 0.581 0.978 0.586
E3SMv3 default [-] 3.09 3.07 2.25 3.64 0.814 1.07 2.55 0.471 0.512 0.569 0.926 0.598
E3SMv3 highECS [-] 3.13 3.10 2.25 3.71 0.849 1.09 2.56 0.480 0.508 0.572 0.859 0.586
E3SMv3 lowECS [-] 2.87 2.85 2.25 3.35 0.597 1.03 2.82 0.593 0.457 0.523 0.736 0.553
IPSL-CM6A-LR [-] 3.53 2.94 2.24 4.15 2.95 0.696 1.13 2.28 0.520 0.435 0.639 0.773 0.560
MIROC-ES2L [-] 3.97 3.62 2.24 4.32 2.96 1.38 1.54 2.08 0.268 0.530 0.656 0.955 0.588
NorESM2-LM [-] 3.17 2.29 2.24 4.11 2.95 0.0489 0.832 1.99 0.551 0.538 0.699 0.895 0.644
UKESM1-0-LL [-] 3.63 2.67 2.25 4.64 2.93 0.423 0.908 2.03 0.486 0.553 0.666 0.976 0.647
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 [-] 3.74
CanESM5 [-] 4.41 4.22 3.74 4.48 0.474 0.612 2.68 0.362 0.475 0.561 0.934 0.561
E3SMv3 default [-] 4.07 3.98 3.74 4.24 0.235 0.437 2.74 0.506 0.556 0.538 0.980 0.627
E3SMv3 highECS [-] 3.94 3.83 3.74 4.16 0.0892 0.375 2.45 0.559 0.590 0.596 0.957 0.659
E3SMv3 lowECS [-] 3.68 3.53 3.74 3.98 -0.215 0.467 2.69 0.445 0.539 0.563 0.911 0.599
IPSL-CM6A-LR [-] 4.08 3.39 3.74 4.30 -0.349 0.634 3.00 0.370 0.493 0.502 0.700 0.512
MIROC-ES2L [-] 4.35 4.45 3.74 4.33 0.711 0.831 3.24 0.236 0.459 0.430 0.983 0.513
NorESM2-LM [-] 4.29 3.80 3.74 4.44 0.0554 0.467 2.98 0.550 0.449 0.496 0.987 0.586
UKESM1-0-LL [-] 4.65 3.99 3.74 4.85 0.249 0.524 2.74 0.483 0.499 0.535 0.993 0.602
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 [-] 1.56
CanESM5 [-] 1.75 1.98 1.56 1.30 1.41 0.416 0.947 1.51 0.477 0.439 0.749 0.944 0.609
E3SMv3 default [-] 1.58 1.95 1.56 0.648 1.37 0.391 0.755 1.31 0.571 0.520 0.766 0.972 0.670
E3SMv3 highECS [-] 1.61 1.97 1.56 0.680 1.37 0.411 0.735 1.32 0.579 0.537 0.765 0.975 0.678
E3SMv3 lowECS [-] 1.53 1.87 1.56 0.672 1.37 0.307 0.760 1.46 0.583 0.510 0.742 0.964 0.662
IPSL-CM6A-LR [-] 1.73 1.96 1.56 1.28 1.41 0.403 0.807 1.47 0.574 0.496 0.766 0.965 0.659
MIROC-ES2L [-] 2.08 2.42 1.56 1.40 1.41 0.863 1.12 1.58 0.369 0.475 0.732 0.911 0.593
NorESM2-LM [-] 1.56 1.72 1.56 1.22 1.41 0.165 0.736 1.48 0.578 0.503 0.766 0.971 0.664
UKESM1-0-LL [-] 1.67 1.86 1.56 1.29 1.40 0.303 0.733 1.33 0.555 0.511 0.763 0.955 0.659
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 [-] 0.994
CanESM5 [-] 0.869 0.959 0.992 0.788 1.40 -0.0336 0.499 0.447 0.792 0.600 0.945 0.757 0.739
E3SMv3 default [-] 0.882 0.983 0.994 0.465 1.36 -0.0108 0.329 0.262 0.836 0.724 0.982 0.884 0.830
E3SMv3 highECS [-] 0.945 1.04 0.994 0.533 1.36 0.0509 0.326 0.254 0.837 0.726 0.983 0.902 0.835
E3SMv3 lowECS [-] 0.836 0.932 0.994 0.438 1.36 -0.0613 0.329 0.331 0.838 0.725 0.978 0.920 0.837
IPSL-CM6A-LR [-] 1.02 1.02 0.993 1.03 1.39 0.0229 0.363 0.361 0.850 0.692 0.961 0.883 0.816
MIROC-ES2L [-] 1.18 1.28 0.992 1.08 1.40 0.292 0.572 0.501 0.692 0.619 0.944 0.515 0.678
NorESM2-LM [-] 0.889 0.801 0.993 0.967 1.39 -0.192 0.466 0.550 0.776 0.650 0.941 0.802 0.764
UKESM1-0-LL [-] 0.981 0.936 0.993 1.02 1.39 -0.0575 0.418 0.343 0.824 0.654 0.960 0.842 0.787
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 [-] 3.61
CanESM5 [-] 3.06 3.02 3.61 3.71 -0.598 1.41 2.18 0.286 0.170 0.664 0.826 0.423
E3SMv3 default [-] 3.69 3.71 3.61 3.28 0.0945 0.713 2.37 0.494 0.382 0.625 0.945 0.566
E3SMv3 highECS [-] 3.66 3.67 3.61 3.33 0.0527 0.660 2.51 0.522 0.400 0.598 0.951 0.574
E3SMv3 lowECS [-] 3.33 3.34 3.61 3.07 -0.276 0.767 2.68 0.462 0.349 0.566 0.986 0.542
IPSL-CM6A-LR [-] 3.70 3.68 3.61 4.02 0.0672 0.604 1.62 0.576 0.411 0.779 0.985 0.632
MIROC-ES2L [-] 4.54 4.56 3.61 4.14 0.951 1.18 2.70 0.206 0.383 0.570 0.996 0.508
NorESM2-LM [-] 3.36 3.31 3.61 3.98 -0.303 0.654 2.24 0.421 0.403 0.659 0.654 0.508
UKESM1-0-LL [-] 3.81 3.78 3.61 4.26 0.165 0.863 2.84 0.406 0.323 0.529 0.957 0.507
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 [-] 1.06
CanESM5 [-] 1.60 1.23 1.06 1.96 1.23 0.172 0.656 0.929 0.692 0.522 0.888 0.829 0.691
E3SMv3 default [-] 1.23 1.24 1.06 1.20 1.50 0.175 0.515 0.618 0.732 0.617 0.953 0.937 0.771
E3SMv3 highECS [-] 1.28 1.29 1.06 1.25 1.50 0.224 0.513 0.603 0.719 0.624 0.954 0.944 0.773
E3SMv3 lowECS [-] 1.18 1.19 1.06 1.16 1.50 0.124 0.505 0.680 0.749 0.618 0.948 0.952 0.777
IPSL-CM6A-LR [-] 1.78 1.27 1.06 2.30 1.24 0.211 0.575 0.862 0.726 0.590 0.911 0.887 0.741
MIROC-ES2L [-] 1.98 1.61 1.06 2.35 1.23 0.548 0.845 0.963 0.538 0.518 0.891 0.703 0.633
NorESM2-LM [-] 1.65 1.05 1.06 2.26 1.24 -0.0131 0.580 0.910 0.745 0.563 0.905 0.884 0.732
UKESM1-0-LL [-] 1.74 1.17 1.06 2.32 1.31 0.107 0.552 0.754 0.752 0.568 0.917 0.902 0.741

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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BIAS SCORE
Data not available
Data not available
RMSE
Data not available
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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SPATIAL TAYLOR DIAGRAM
Data not available
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
Data not available

Relationships

Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.728 0.582 0.507 0.556 0.532
E3SMv3 default [-] 0.627 0.646 0.803 0.700 0.751
E3SMv3 highECS [-] 0.631 0.638 0.809 0.689 0.749
E3SMv3 lowECS [-] 0.679 0.679 0.844 0.768 0.806
IPSL-CM6A-LR [-] 0.725 0.721 0.510 0.615 0.563
MIROC-ES2L [-] 0.713 0.597 0.464 0.452 0.458
NorESM2-LM [-] 0.709 0.679 0.587 0.696 0.641
UKESM1-0-LL [-] 0.687 0.643 0.523 0.643 0.583
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.652 0.509 0.825 0.876 0.851
E3SMv3 default [-] 0.678 0.690 0.938 0.926 0.932
E3SMv3 highECS [-] 0.706 0.755 0.937 0.952 0.945
E3SMv3 lowECS [-] 0.727 0.680 0.975 0.921 0.948
IPSL-CM6A-LR [-] 0.673 0.644 0.856 0.836 0.846
MIROC-ES2L [-] 0.578 0.571 0.859 0.836 0.847
NorESM2-LM [-] 0.671 0.677 0.805 0.885 0.845
UKESM1-0-LL [-] 0.654 0.658 0.815 0.838 0.826
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.558 0.697 0.838 0.710 0.774
E3SMv3 default [-] 0.566 0.731 0.899 0.765 0.832
E3SMv3 highECS [-] 0.584 0.751 0.909 0.763 0.836
E3SMv3 lowECS [-] 0.575 0.739 0.874 0.779 0.826
IPSL-CM6A-LR [-] 0.592 0.714 0.893 0.707 0.800
MIROC-ES2L [-] 0.601 0.632 0.747 0.586 0.667
NorESM2-LM [-] 0.581 0.679 0.899 0.762 0.830
UKESM1-0-LL [-] 0.578 0.731 0.863 0.774 0.819
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.574 0.683 0.750 0.673 0.712
E3SMv3 default [-] 0.654 0.718 0.777 0.760 0.769
E3SMv3 highECS [-] 0.649 0.736 0.802 0.744 0.773
E3SMv3 lowECS [-] 0.650 0.722 0.733 0.764 0.749
IPSL-CM6A-LR [-] 0.608 0.651 0.687 0.587 0.637
MIROC-ES2L [-] 0.579 0.616 0.535 0.566 0.550
NorESM2-LM [-] 0.563 0.606 0.576 0.569 0.573
UKESM1-0-LL [-] 0.588 0.653 0.565 0.560 0.563
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.550 0.587 0.883 0.895 0.889
E3SMv3 default [-] 0.649 0.491 0.884 0.891 0.888
E3SMv3 highECS [-] 0.624 0.621 0.887 0.912 0.899
E3SMv3 lowECS [-] 0.551 0.630 0.877 0.935 0.906
IPSL-CM6A-LR [-] 0.637 0.625 0.896 0.876 0.886
MIROC-ES2L [-] 0.708 0.492 0.785 0.715 0.750
NorESM2-LM [-] 0.553 0.460 0.893 0.933 0.913
UKESM1-0-LL [-] 0.694 0.677 0.891 0.925 0.908
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.656 0.652 0.595 0.457 0.526
E3SMv3 default [-] 0.671 0.759 0.873 0.754 0.813
E3SMv3 highECS [-] 0.681 0.753 0.866 0.755 0.810
E3SMv3 lowECS [-] 0.688 0.767 0.885 0.756 0.820
IPSL-CM6A-LR [-] 0.662 0.651 0.620 0.368 0.494
MIROC-ES2L [-] 0.596 0.613 0.480 0.382 0.431
NorESM2-LM [-] 0.685 0.651 0.525 0.433 0.479
UKESM1-0-LL [-] 0.682 0.678 0.633 0.361 0.497

Precipitation/GPCPv2.3

Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU4.02

Data not available
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All Models

Benchmark
Data not available
Data not available
CanESM5
Data not available
Data not available
E3SMv3 default
Data not available
Data not available
E3SMv3 highECS
Data not available
Data not available
E3SMv3 lowECS
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
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:
derived MODIS ET in 0.5x0.5

  Source_file:
This product is generated from monthly MODIS ET in 0.5x0.5 observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Fri May 16 15:29:34 PDT 2014

  Approach:
I used gdal tool to convert the original tif file to netcdf file. Meanwhile I also converted the original unit to the standard one (Kg/m2/mon --> Kg/m2/s) and saved the final file in netcdf format. Derived Data Code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-et-modis.ncl

  Temporal resolution:
monthly

  General information:
This product was derived from MODIS MOD16A2 monthly 0.5 degree CMG dataset.

  Spatial resolution:
0.5x0.5 degree