Mean State

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Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.54
bcc-csm1-1 [-] 1.30 1.54 0.640 1.54 0.0957 0.962 1.76 0.505 0.340 0.692 0.948 0.531 0.559
bcc-csm1-1-m [-] 1.31 1.59 0.530 1.54 0.109 0.933 1.59 0.520 0.335 0.739 0.952 0.516 0.566
BNU-ESM [-] 1.58 1.91 0.699 1.54 0.445 1.05 1.66 0.493 0.358 0.704 0.931 0.564 0.568
CanESM2 [-] 1.19 1.48 0.431 1.54 0.0477 1.07 1.66 0.486 0.320 0.715 0.928 0.450 0.537
CESM1-BGC [-] 1.62 2.01 0.558 1.54 0.521 1.08 1.62 0.511 0.365 0.738 0.931 0.617 0.588
GFDL-ESM2G [-] 1.54 1.86 0.665 1.54 0.389 1.14 1.55 0.493 0.309 0.735 0.948 0.401 0.533
GFDL-ESM2M [-] 1.53 1.84 0.686 1.54 0.364 1.16 1.62 0.494 0.295 0.731 0.949 0.348 0.519
HadGEM2-CC [-] 1.50 1.86 0.517 1.55 0.365 0.959 1.55 0.523 0.363 0.748 0.959 0.572 0.588
HadGEM2-ES [-] 1.54 1.91 0.529 1.55 0.416 0.985 1.60 0.517 0.361 0.748 0.959 0.568 0.586
inmcm4 [-] 1.58 1.99 0.539 1.54 0.519 1.21 1.56 0.437 0.282 0.738 0.879 0.438 0.509
IPSL-CM5A-LR [-] 1.29 1.58 0.550 1.54 0.123 0.828 1.46 0.549 0.402 0.741 0.958 0.644 0.616
IPSL-CM5A-MR [-] 1.30 1.60 0.525 1.54 0.137 0.820 1.42 0.547 0.405 0.756 0.960 0.628 0.617
MeanCMIP5 [-] 1.51 1.83 0.670 1.54 0.335 0.797 1.41 0.568 0.454 0.757 0.968 0.576 0.630
MIROC-ESM [-] 1.58 1.95 0.562 1.54 0.529 1.21 1.73 0.474 0.349 0.693 0.905 0.596 0.561
MIROC-ESM-CHEM [-] 1.57 1.95 0.556 1.54 0.528 1.21 1.78 0.477 0.352 0.690 0.904 0.594 0.562
MPI-ESM-LR [-] 1.38 1.76 0.325 1.54 0.327 1.05 1.56 0.486 0.331 0.739 0.933 0.468 0.548
MRI-ESM1 [-] 1.37 1.71 0.422 1.54 0.212 0.974 1.65 0.550 0.357 0.708 0.954 0.590 0.586
NorESM1-M [-] 1.61 1.95 0.653 1.54 0.470 1.12 1.64 0.510 0.363 0.737 0.917 0.645 0.589
NorESM1-ME [-] 1.60 1.94 0.662 1.54 0.458 1.12 1.71 0.508 0.360 0.734 0.914 0.623 0.583
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.55
bcc-csm1-1 [-] 2.41 2.40 2.61 3.55 -1.13 1.69 2.53 0.166 0.131 0.598 0.947 0.430 0.400
bcc-csm1-1-m [-] 2.57 2.57 2.86 3.55 -0.973 1.61 2.30 0.206 0.121 0.655 0.945 0.430 0.413
BNU-ESM [-] 3.43 3.45 2.85 3.55 -0.115 1.23 2.50 0.385 0.174 0.596 0.895 0.622 0.474
CanESM2 [-] 2.11 2.10 1.63 3.55 -1.43 2.06 2.63 0.140 0.102 0.552 0.792 0.403 0.349
CESM1-BGC [-] 3.62 3.63 3.11 3.55 0.0674 1.05 2.02 0.433 0.212 0.704 0.927 0.681 0.528
GFDL-ESM2G [-] 2.82 2.81 3.04 3.55 -0.735 1.71 2.49 0.235 0.0838 0.607 0.985 0.360 0.392
GFDL-ESM2M [-] 2.76 2.77 2.34 3.55 -0.796 1.77 2.23 0.233 0.0803 0.664 0.974 0.248 0.380
HadGEM2-CC [-] 3.77 3.79 2.82 3.55 0.228 1.02 2.43 0.373 0.243 0.616 0.941 0.641 0.509
HadGEM2-ES [-] 3.82 3.84 2.94 3.55 0.273 0.982 2.44 0.382 0.249 0.627 0.967 0.664 0.523
inmcm4 [-] 4.29 4.33 3.33 3.55 0.766 1.55 2.75 0.263 0.134 0.547 0.794 0.593 0.411
IPSL-CM5A-LR [-] 3.10 3.10 2.97 3.55 -0.456 1.30 2.83 0.341 0.200 0.529 0.685 0.565 0.420
IPSL-CM5A-MR [-] 3.07 3.05 3.07 3.55 -0.487 1.42 2.64 0.284 0.201 0.566 0.570 0.544 0.394
MeanCMIP5 [-] 3.22 3.22 3.08 3.55 -0.341 0.925 2.56 0.445 0.262 0.581 0.987 0.595 0.522
MIROC-ESM [-] 3.22 3.26 2.30 3.55 -0.296 1.30 2.90 0.376 0.178 0.516 0.836 0.641 0.454
MIROC-ESM-CHEM [-] 3.23 3.26 2.38 3.55 -0.298 1.27 2.83 0.374 0.184 0.540 0.849 0.656 0.464
MPI-ESM-LR [-] 2.96 2.98 1.62 3.55 -0.554 1.49 2.39 0.287 0.145 0.611 0.727 0.408 0.387
MRI-ESM1 [-] 3.50 3.52 2.83 3.55 -0.0487 0.968 3.84 0.559 0.216 0.351 0.934 0.687 0.494
NorESM1-M [-] 3.51 3.51 3.15 3.55 -0.0503 1.07 2.00 0.418 0.206 0.702 0.937 0.718 0.531
NorESM1-ME [-] 3.50 3.50 3.15 3.55 -0.0583 1.08 2.05 0.415 0.202 0.691 0.931 0.688 0.522

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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 INTERANNUAL VARIABILITY
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MODEL INTERANNUAL VARIABILITY
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INTERANNUAL VARIABILITY 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
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 Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
bcc-csm1-1 [-] 0.246 0.263 0.876 0.847 0.862
bcc-csm1-1-m [-] 0.249 0.266 0.912 0.867 0.890
BNU-ESM [-] 0.326 0.297 0.879 0.710 0.795
CanESM2 [-] 0.260 0.288 0.882 0.842 0.862
CESM1-BGC [-] 0.349 0.352 0.864 0.655 0.759
GFDL-ESM2G [-] 0.286 0.303 0.871 0.734 0.802
GFDL-ESM2M [-] 0.294 0.295 0.872 0.757 0.814
HadGEM2-CC [-] 0.328 0.355 0.850 0.732 0.791
HadGEM2-ES [-] 0.348 0.348 0.847 0.734 0.791
inmcm4 [-] 0.326 0.363 0.746 0.593 0.669
IPSL-CM5A-LR [-] 0.285 0.256 0.891 0.857 0.874
IPSL-CM5A-MR [-] 0.296 0.230 0.892 0.872 0.882
MeanCMIP5 [-] 0.305 0.280 0.887 0.753 0.820
MIROC-ESM [-] 0.329 0.317 0.841 0.685 0.763
MIROC-ESM-CHEM [-] 0.321 0.324 0.834 0.685 0.759
MPI-ESM-LR [-] 0.288 0.252 0.841 0.784 0.813
MRI-ESM1 [-] 0.293 0.316 0.908 0.714 0.811
NorESM1-M [-] 0.335 0.341 0.850 0.637 0.743
NorESM1-ME [-] 0.337 0.326 0.852 0.642 0.747
Download Data
Precipitation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
bcc-csm1-1 [-] 0.334 0.459 0.791 0.773 0.782
bcc-csm1-1-m [-] 0.481 0.608 0.859 0.796 0.828
BNU-ESM [-] 0.354 0.431 0.870 0.849 0.860
CanESM2 [-] 0.340 0.482 0.848 0.749 0.798
CESM1-BGC [-] 0.443 0.396 0.859 0.850 0.855
GFDL-ESM2G [-] 0.413 0.459 0.856 0.830 0.843
GFDL-ESM2M [-] 0.416 0.450 0.873 0.832 0.852
HadGEM2-CC [-] 0.331 0.389 0.866 0.871 0.868
HadGEM2-ES [-] 0.345 0.437 0.863 0.912 0.888
inmcm4 [-] 0.326 0.417 0.753 0.755 0.754
IPSL-CM5A-LR [-] 0.408 0.375 0.834 0.864 0.849
IPSL-CM5A-MR [-] 0.391 0.385 0.835 0.870 0.853
MeanCMIP5 [-] 0.392 0.311 0.882 0.918 0.900
MIROC-ESM [-] 0.430 0.437 0.865 0.854 0.859
MIROC-ESM-CHEM [-] 0.386 0.410 0.855 0.853 0.854
MPI-ESM-LR [-] 0.395 0.464 0.890 0.852 0.871
MRI-ESM1 [-] 0.300 0.318 0.887 0.818 0.852
NorESM1-M [-] 0.373 0.365 0.870 0.863 0.866
NorESM1-ME [-] 0.358 0.359 0.871 0.863 0.867

Precipitation/GPCP2

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SurfaceAirTemperature/CRU

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All Models

Benchmark
Data not available
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bcc-csm1-1
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bcc-csm1-1-m
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BNU-ESM
Data not available
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CanESM2
Data not available
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CESM1-BGC
Data not available
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GFDL-ESM2G
Data not available
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GFDL-ESM2M
Data not available
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HadGEM2-CC
Data not available
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HadGEM2-ES
Data not available
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inmcm4
Data not available
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IPSL-CM5A-LR
Data not available
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IPSL-CM5A-MR
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MeanCMIP5
Data not available
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MIROC-ESM
Data not available
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MIROC-ESM-CHEM
Data not available
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MPI-ESM-LR
Data not available
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MRI-ESM1
Data not available
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NorESM1-M
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NorESM1-ME
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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