Mean State

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 [-] 2.12
bcc-csm1-1 [-] 2.15 2.31 0.940 2.12 0.284 2.31 1.84 0.650 0.293 0.725 0.931 0.672 0.594
bcc-csm1-1-m [-] 1.96 2.10 0.810 2.12 0.0490 2.12 1.81 0.659 0.315 0.722 0.937 0.747 0.616
BNU-ESM [-] 2.52 2.67 1.38 2.12 0.620 2.29 1.88 0.592 0.328 0.742 0.923 0.747 0.610
CanESM2 [-] 1.84 1.96 0.829 2.12 -0.0687 2.07 1.55 0.656 0.335 0.785 0.927 0.715 0.625
CESM1-BGC [-] 2.39 2.59 0.820 2.12 0.528 2.16 1.57 0.670 0.321 0.781 0.942 0.770 0.634
GFDL-ESM2G [-] 2.29 2.45 1.03 2.12 0.466 2.34 1.42 0.607 0.305 0.825 0.906 0.747 0.616
GFDL-ESM2M [-] 2.26 2.43 1.04 2.12 0.395 2.36 1.46 0.620 0.297 0.835 0.939 0.705 0.616
HadGEM2-CC [-] 2.10 2.28 0.710 2.12 0.253 2.08 1.44 0.681 0.329 0.815 0.937 0.758 0.641
HadGEM2-ES [-] 2.13 2.30 0.729 2.12 0.278 2.07 1.48 0.685 0.328 0.810 0.940 0.762 0.643
inmcm4 [-] 2.39 2.56 1.20 2.12 0.492 2.08 1.55 0.630 0.349 0.798 0.875 0.731 0.622
IPSL-CM5A-LR [-] 1.87 2.00 0.867 2.12 -0.0222 2.14 1.56 0.611 0.325 0.797 0.913 0.724 0.616
IPSL-CM5A-MR [-] 1.90 2.04 0.849 2.12 0.0117 2.18 1.52 0.606 0.319 0.793 0.892 0.715 0.607
MeanCMIP5 [-] 2.17 2.34 0.976 2.12 0.305 1.56 1.29 0.696 0.445 0.848 0.965 0.486 0.647
MIROC-ESM [-] 2.29 2.45 0.926 2.12 0.452 2.16 1.56 0.614 0.340 0.785 0.942 0.728 0.625
MIROC-ESM-CHEM [-] 2.28 2.44 0.916 2.12 0.444 2.15 1.53 0.620 0.339 0.791 0.944 0.731 0.628
MPI-ESM-LR [-] 1.98 2.14 0.747 2.12 0.211 2.05 1.34 0.653 0.333 0.818 0.944 0.771 0.642
MRI-ESM1 [-] 2.19 2.35 0.895 2.12 0.297 2.27 1.53 0.664 0.301 0.816 0.883 0.716 0.613
NorESM1-M [-] 2.30 2.47 0.927 2.12 0.407 2.18 1.52 0.656 0.327 0.801 0.938 0.766 0.636
NorESM1-ME [-] 2.28 2.46 0.879 2.12 0.397 2.15 1.57 0.657 0.332 0.795 0.937 0.768 0.637
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 [-] 5.42
bcc-csm1-1 [-] 4.53 4.50 3.02 5.42 -0.936 4.80 2.24 0.528 0.314 0.627 0.623 0.671 0.513
bcc-csm1-1-m [-] 3.55 3.55 2.50 5.42 -1.87 4.35 2.61 0.493 0.342 0.560 0.928 0.750 0.569
BNU-ESM [-] 5.38 5.34 3.29 5.42 -0.155 3.89 1.40 0.639 0.387 0.790 0.734 0.757 0.616
CanESM2 [-] 3.21 3.09 2.93 5.42 -2.34 4.81 1.07 0.392 0.387 0.893 0.605 0.672 0.556
CESM1-BGC [-] 5.41 5.42 4.39 5.42 -0.0137 3.91 1.74 0.664 0.358 0.752 0.750 0.759 0.607
GFDL-ESM2G [-] 3.71 3.76 3.32 5.42 -1.68 4.24 1.06 0.527 0.353 0.897 0.929 0.835 0.649
GFDL-ESM2M [-] 3.64 3.69 2.66 5.42 -1.76 4.32 1.01 0.515 0.347 0.898 0.949 0.775 0.638
HadGEM2-CC [-] 6.44 6.45 4.57 5.41 0.921 3.96 1.26 0.654 0.374 0.856 0.770 0.820 0.641
HadGEM2-ES [-] 6.44 6.44 4.54 5.41 0.914 3.87 1.31 0.662 0.380 0.842 0.808 0.829 0.650
inmcm4 [-] 6.37 6.42 6.22 5.42 0.960 3.72 1.28 0.641 0.408 0.848 0.797 0.661 0.627
IPSL-CM5A-LR [-] 4.27 4.27 2.89 5.42 -1.20 4.70 1.19 0.541 0.337 0.864 0.710 0.749 0.590
IPSL-CM5A-MR [-] 3.94 3.96 4.36 5.42 -1.46 4.52 1.22 0.543 0.346 0.861 0.739 0.744 0.597
MeanCMIP5 [-] 4.81 4.81 4.14 5.42 -0.638 2.99 0.893 0.673 0.475 0.908 0.958 0.465 0.659
MIROC-ESM [-] 4.60 4.55 5.26 5.42 -0.891 3.55 1.60 0.624 0.409 0.752 0.910 0.720 0.637
MIROC-ESM-CHEM [-] 4.59 4.55 5.18 5.42 -0.890 3.47 1.35 0.632 0.414 0.796 0.939 0.720 0.652
MPI-ESM-LR [-] 4.30 4.31 2.16 5.42 -1.11 3.93 1.30 0.609 0.366 0.832 0.860 0.815 0.641
MRI-ESM1 [-] 6.24 6.25 4.44 5.42 0.795 4.72 1.24 0.711 0.284 0.864 0.795 0.651 0.598
NorESM1-M [-] 4.96 4.94 4.21 5.42 -0.518 3.77 1.38 0.663 0.366 0.817 0.914 0.766 0.649
NorESM1-ME [-] 4.96 4.95 4.35 5.42 -0.502 3.71 1.41 0.662 0.374 0.811 0.899 0.764 0.647

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
Data not available
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BENCHMARK INTERANNUAL VARIABILITY
Data not available
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MODEL INTERANNUAL VARIABILITY
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INTERANNUAL VARIABILITY SCORE
Data not available
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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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

All Models

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

Data Information

  Title:
derived CMAP precipitation

  Source_file:
This product is generated from monthly CPC Merged Analysis of Precipitation Standard observations

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

  Creation_date:
Fri Mar 4 10:41:55 PST 2016

  Approach:
I read the monthly global precipitation data from original file, and interpolated from the original resolution in 2.5x2.5 degree to the final one in 0.5x0.5 degree. Meanwhile I also converted the unit from mm/day to Kg m-2 s-1. The final data were saved by each month and each year.

  Temporal resolution:
monthly

  General information:
This product was derived from CPC Merged Analysis of Precipitation (CMAP) excluding NCEP Reanalysis Data Set.

  Spatial resolution:
0.5x0.5 degree

  Derived data code:
http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-pr-cmap.ncl