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
CMIP6-MMM [-] 3.51 2.79 2.25 4.26 2.92 0.539 0.852 1.93 0.541 0.591 0.694 0.893 0.662
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
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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 [-] 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
CMIP6-MMM [-] 4.30 3.82 3.74 4.46 0.0742 0.377 2.92 0.617 0.541 0.504 0.978 0.636
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
CMIP6-MMM [-] 1.65 1.85 1.56 1.26 1.40 0.291 0.659 1.28 0.592 0.554 0.784 0.977 0.692
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
CMIP6-MMM [-] 0.958 0.959 0.994 0.958 1.38 -0.0350 0.335 0.326 0.841 0.718 0.964 0.863 0.821
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
CMIP6-MMM [-] 3.37 3.35 3.61 3.73 -0.266 0.662 2.22 0.486 0.397 0.650 0.905 0.567
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
CMIP6-MMM [-] 1.71 1.20 1.06 2.22 1.28 0.142 0.487 0.776 0.749 0.618 0.916 0.929 0.766
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
Data not available
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
Data not available
SEASONAL CYCLE SCORE
Data not available
Data not available

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

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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 [-] 0.754 0.567 0.515 0.551 0.533
CMIP6-MMM [-] 0.756 0.691 0.518 0.640 0.579
IPSL-CM6A-LR [-] 0.724 0.736 0.519 0.607 0.563
MIROC-ES2L [-] 0.753 0.622 0.472 0.451 0.461
NorESM2-LM [-] 0.708 0.708 0.595 0.687 0.641
UKESM1-0-LL [-] 0.681 0.666 0.535 0.635 0.585
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 [-] 0.706 0.532 0.820 0.876 0.848
CMIP6-MMM [-] 0.639 0.631 0.828 0.904 0.866
IPSL-CM6A-LR [-] 0.670 0.663 0.856 0.839 0.847
MIROC-ES2L [-] 0.625 0.594 0.854 0.837 0.846
NorESM2-LM [-] 0.726 0.664 0.803 0.884 0.844
UKESM1-0-LL [-] 0.659 0.665 0.811 0.844 0.827
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 [-] 0.563 0.684 0.836 0.716 0.776
CMIP6-MMM [-] 0.597 0.738 0.879 0.772 0.826
IPSL-CM6A-LR [-] 0.611 0.723 0.891 0.714 0.803
MIROC-ES2L [-] 0.599 0.628 0.748 0.587 0.667
NorESM2-LM [-] 0.627 0.694 0.894 0.773 0.834
UKESM1-0-LL [-] 0.585 0.730 0.863 0.781 0.822
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 [-] 0.580 0.639 0.753 0.658 0.706
CMIP6-MMM [-] 0.584 0.660 0.627 0.588 0.608
IPSL-CM6A-LR [-] 0.613 0.658 0.695 0.581 0.638
MIROC-ES2L [-] 0.601 0.614 0.531 0.565 0.548
NorESM2-LM [-] 0.566 0.567 0.559 0.550 0.555
UKESM1-0-LL [-] 0.594 0.654 0.563 0.551 0.557
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 [-] 0.538 0.607 0.894 0.891 0.892
CMIP6-MMM [-] 0.579 0.640 0.902 0.942 0.922
IPSL-CM6A-LR [-] 0.621 0.606 0.894 0.868 0.881
MIROC-ES2L [-] 0.686 0.534 0.784 0.721 0.752
NorESM2-LM [-] 0.533 0.479 0.887 0.930 0.909
UKESM1-0-LL [-] 0.658 0.729 0.892 0.926 0.909
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 [-] 0.661 0.647 0.590 0.440 0.515
CMIP6-MMM [-] 0.693 0.696 0.564 0.393 0.478
IPSL-CM6A-LR [-] 0.662 0.660 0.626 0.354 0.490
MIROC-ES2L [-] 0.592 0.608 0.485 0.366 0.426
NorESM2-LM [-] 0.682 0.645 0.531 0.418 0.475
UKESM1-0-LL [-] 0.685 0.693 0.649 0.339 0.494

Precipitation/GPCPv2.3

Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU4.02

Data not available
Data not available
Data not available

All Models

Benchmark
Data not available
Data not available
CanESM5
Data not available
Data not available
CMIP6-MMM
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