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 [-] 3.08 3.08 2.25 3.46 0.839 1.26 2.60 0.406 0.434 0.567 0.973 0.563
IPSL-CM6A-LR [-] 2.90 2.92 2.25 3.06 0.677 1.15 2.32 0.519 0.418 0.627 0.819 0.560
MIROC-ES2L [-] 3.59 3.62 2.25 3.61 1.36 1.56 2.20 0.275 0.514 0.633 0.974 0.582
NorESM2-LM [-] 3.21 2.28 2.25 4.12 0.0252 0.876 2.08 0.535 0.519 0.682 0.940 0.639
UKESM1-0-LL [-] 3.63 2.65 2.25 4.65 0.400 0.942 2.03 0.478 0.537 0.669 0.966 0.637
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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 [-] 4.17 4.11 3.74 4.25 0.456 0.624 2.60 0.384 0.443 0.565 0.978 0.563
IPSL-CM6A-LR [-] 3.36 3.20 3.74 3.66 -0.367 0.700 2.91 0.380 0.463 0.517 0.534 0.471
MIROC-ES2L [-] 4.50 4.58 3.74 4.38 0.747 0.917 3.06 0.215 0.451 0.466 0.903 0.497
NorESM2-LM [-] 4.26 3.76 3.74 4.45 0.0189 0.494 2.86 0.521 0.444 0.518 0.939 0.573
UKESM1-0-LL [-] 4.64 3.96 3.74 4.85 0.226 0.539 2.70 0.472 0.490 0.546 0.926 0.585
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 [-] 1.53 1.86 1.56 0.615 0.400 0.985 1.57 0.472 0.416 0.737 0.929 0.594
IPSL-CM6A-LR [-] 1.51 1.88 1.56 0.509 0.392 0.826 1.49 0.571 0.482 0.760 0.960 0.651
MIROC-ES2L [-] 1.95 2.36 1.56 0.881 0.855 1.15 1.62 0.369 0.464 0.725 0.890 0.582
NorESM2-LM [-] 1.54 1.71 1.56 1.23 0.151 0.756 1.52 0.569 0.492 0.755 0.964 0.654
UKESM1-0-LL [-] 1.82 1.85 1.56 1.30 0.290 0.748 1.34 0.551 0.503 0.760 0.946 0.653
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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 [-] 0.994
CanESM5 [-] 0.850 0.958 0.994 0.397 -0.0340 0.524 0.547 0.779 0.590 0.932 0.724 0.723
IPSL-CM6A-LR [-] 0.903 1.01 0.994 0.382 0.0226 0.378 0.391 0.839 0.686 0.957 0.849 0.803
MIROC-ES2L [-] 1.15 1.29 0.994 0.669 0.295 0.611 0.546 0.679 0.603 0.936 0.471 0.659
NorESM2-LM [-] 0.908 0.799 0.994 0.973 -0.194 0.475 0.584 0.770 0.650 0.935 0.774 0.756
UKESM1-0-LL [-] 3.68e+14 0.936 0.994 1.03 -0.0581 0.424 0.381 0.821 0.653 0.954 0.830 0.782
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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 [-] 3.61
CanESM5 [-] 2.99 2.98 3.61 3.19 -0.616 1.55 2.22 0.254 0.155 0.658 0.683 0.381
IPSL-CM6A-LR [-] 3.68 3.68 3.61 3.40 0.0659 0.646 1.62 0.561 0.396 0.779 0.950 0.616
MIROC-ES2L [-] 4.57 4.59 3.61 3.99 0.957 1.27 2.73 0.205 0.376 0.562 0.902 0.484
NorESM2-LM [-] 3.37 3.31 3.61 4.04 -0.304 0.683 2.33 0.415 0.387 0.643 0.821 0.530
UKESM1-0-LL [-] 3.82 3.77 3.61 4.35 0.161 0.894 2.90 0.397 0.316 0.517 0.930 0.495
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 [-] 1.16 1.19 1.06 0.945 0.169 0.687 1.00 0.688 0.508 0.878 0.792 0.675
IPSL-CM6A-LR [-] 1.19 1.23 1.06 0.795 0.206 0.591 0.870 0.722 0.583 0.909 0.858 0.731
MIROC-ES2L [-] 1.57 1.59 1.06 1.52 0.549 0.878 1.00 0.535 0.504 0.881 0.653 0.615
NorESM2-LM [-] 1.71 1.04 1.06 2.27 -0.0175 0.596 0.944 0.738 0.559 0.899 0.852 0.722
UKESM1-0-LL [-] 1.37e+15 1.16 1.06 2.33 0.103 0.559 0.765 0.752 0.567 0.914 0.884 0.737

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
Data not available
BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
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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 [-] 0.789 0.669 0.495 0.578 0.536
IPSL-CM6A-LR [-] 0.765 0.488 0.488
MIROC-ES2L [-] 0.756 0.667 0.474 0.459 0.466
NorESM2-LM [-] 0.772 0.720 0.585 0.654 0.619
UKESM1-0-LL [-] 0.723 0.667 0.527 0.612 0.570
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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 [-] 0.766 0.603 0.803 0.865 0.834
IPSL-CM6A-LR [-] 0.674 0.845 0.845
MIROC-ES2L [-] 0.734 0.620 0.843 0.828 0.836
NorESM2-LM [-] 0.796 0.677 0.822 0.884 0.853
UKESM1-0-LL [-] 0.757 0.700 0.814 0.852 0.833
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 [-] 0.555 0.695 0.840 0.727 0.784
IPSL-CM6A-LR [-] 0.614 0.891 0.891
MIROC-ES2L [-] 0.593 0.629 0.746 0.589 0.667
NorESM2-LM [-] 0.629 0.694 0.896 0.773 0.834
UKESM1-0-LL [-] 0.576 0.725 0.857 0.789 0.823
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 [-] 0.623 0.675 0.723 0.674 0.698
IPSL-CM6A-LR [-] 0.637 0.683 0.683
MIROC-ES2L [-] 0.619 0.611 0.546 0.573 0.559
NorESM2-LM [-] 0.592 0.663 0.566 0.596 0.581
UKESM1-0-LL [-] 0.617 0.644 0.641 0.590 0.616
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 [-] 0.630 0.553 0.867 0.886 0.876
IPSL-CM6A-LR [-] 0.619 0.877 0.877
MIROC-ES2L [-] 0.748 0.697 0.757 0.697 0.727
NorESM2-LM [-] 0.593 0.486 0.871 0.933 0.902
UKESM1-0-LL [-] 0.657 0.745 0.880 0.929 0.904
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 [-] 0.651 0.662 0.610 0.381 0.495
IPSL-CM6A-LR [-] 0.651 0.620 0.620
MIROC-ES2L [-] 0.582 0.602 0.528 0.357 0.443
NorESM2-LM [-] 0.675 0.699 0.512 0.378 0.445
UKESM1-0-LL [-] 0.677 0.687 0.634 0.297 0.466

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
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