Mean State

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 [-] 1.25
ERA5_CCAM_04k [-] 1.38 1.23 1.25 -0.0143 0.436 1.10 0.865 0.759 0.859 0.964 0.841
ERA5_CCAM_12k [-] 1.54 1.43 1.25 0.185 0.602 1.29 0.799 0.704 0.843 0.968 0.804
ERA5_CCAM_22k [-] 1.53 1.43 1.25 0.179 0.598 1.30 0.801 0.705 0.843 0.968 0.804
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 [-] 1.77
ERA5_CCAM_04k [-] 1.75 1.98 1.77 0.206 0.622 0.613 0.862 0.663 0.954 0.946 0.835
ERA5_CCAM_12k [-] 2.13 2.28 1.77 0.505 0.850 0.405 0.709 0.622 0.969 0.982 0.798
ERA5_CCAM_22k [-] 2.12 2.27 1.77 0.499 0.841 0.405 0.712 0.624 0.969 0.979 0.799
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 [-] 1.95
ERA5_CCAM_04k [-] 2.76 2.26 1.95 0.310 0.623 0.00 0.844 0.745 1.00 0.829 0.842
ERA5_CCAM_12k [-] 2.68 2.30 1.95 0.347 0.791 0.00 0.828 0.679 1.00 0.942 0.842
ERA5_CCAM_22k [-] 2.68 2.30 1.95 0.342 0.787 0.00 0.831 0.680 1.00 0.945 0.843
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 [-] 2.09
ERA5_CCAM_04k [-] 2.57 2.30 2.09 0.211 0.755 0.493 0.888 0.785 0.955 0.873 0.857
ERA5_CCAM_12k [-] 2.60 2.41 2.09 0.326 0.873 0.617 0.885 0.756 0.954 0.997 0.878
ERA5_CCAM_22k [-] 2.59 2.40 2.09 0.315 0.867 0.617 0.887 0.756 0.954 0.997 0.879
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 [-] 1.31
ERA5_CCAM_04k [-] 1.26 1.22 1.31 -0.0901 0.342 3.31 0.858 0.725 0.454 0.996 0.755
ERA5_CCAM_12k [-] 1.59 1.55 1.31 0.244 0.495 3.15 0.775 0.653 0.474 0.958 0.708
ERA5_CCAM_22k [-] 1.58 1.55 1.31 0.240 0.491 3.15 0.778 0.654 0.474 0.960 0.710
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 [-] 0.839
ERA5_CCAM_04k [-] 0.769 0.769 0.839 -0.0707 0.315 1.05 0.882 0.771 0.858 0.985 0.830
ERA5_CCAM_12k [-] 0.997 0.990 0.839 0.150 0.486 1.39 0.782 0.697 0.816 0.812 0.781
ERA5_CCAM_22k [-] 0.991 0.985 0.839 0.145 0.483 1.40 0.783 0.698 0.816 0.815 0.782
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 [-] 3.14
ERA5_CCAM_04k [-] 2.59 2.77 3.14 -0.369 1.10 4.11 0.609 0.645 0.444 0.0557 0.590
ERA5_CCAM_12k [-] 2.58 2.83 3.14 -0.307 0.994 3.58 0.604 0.696 0.474 0.0604 0.612
ERA5_CCAM_22k [-] 2.59 2.83 3.14 -0.310 0.992 3.58 0.607 0.697 0.474 0.0519 0.613
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 [-] 1.34
ERA5_CCAM_04k [-] 0.989 1.10 1.34 -0.240 0.392 1.31 0.805 0.760 0.861 0.961 0.828
ERA5_CCAM_12k [-] 0.996 1.08 1.34 -0.265 0.507 0.874 0.787 0.695 0.894 0.650 0.780
ERA5_CCAM_22k [-] 0.990 1.08 1.34 -0.268 0.508 0.874 0.785 0.695 0.894 0.651 0.780
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 [-] 2.34
ERA5_CCAM_04k [-] 5.14 2.64 2.34 0.295 0.509 0.00 0.898 0.859 1.00 1.00 0.930
ERA5_CCAM_12k [-] 4.34 2.62 2.34 0.282 0.650 1.97 0.902 0.807 0.764 1.00 0.861
ERA5_CCAM_22k [-] 4.31 2.62 2.34 0.275 0.644 1.97 0.904 0.808 0.764 1.00 0.862
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 [-] 2.51
ERA5_CCAM_04k [-] 2.94 2.88 2.44 2.95 0.440 1.12 1.09 0.713 0.669 0.852 0.767 0.734
ERA5_CCAM_12k [-] 2.73 2.67 2.44 2.95 0.225 0.899 1.22 0.780 0.691 0.810 0.951 0.785
ERA5_CCAM_22k [-] 2.72 2.74 2.52 2.45 0.224 0.902 1.25 0.781 0.690 0.802 0.955 0.784
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 [-] 4.33
ERA5_CCAM_04k [-] 5.68 5.72 4.32 4.65 1.40 2.50 0.934 0.632 0.630 0.879 0.668 0.688
ERA5_CCAM_12k [-] 5.02 5.02 4.32 4.65 0.702 1.73 1.21 0.726 0.668 0.790 0.970 0.764
ERA5_CCAM_22k [-] 4.97 4.99 4.32 4.65 0.675 1.71 1.18 0.729 0.668 0.803 0.972 0.768
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 [-] 1.77
ERA5_CCAM_04k [-] 1.75 1.98 1.77 0.206 0.622 0.613 0.862 0.663 0.954 0.946 0.818
ERA5_CCAM_12k [-] 2.13 2.28 1.77 0.505 0.850 0.405 0.709 0.622 0.969 0.982 0.781
ERA5_CCAM_22k [-] 2.12 2.27 1.77 0.499 0.841 0.405 0.712 0.624 0.969 0.979 0.782
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 [-] 1.95
ERA5_CCAM_04k [-] 2.47 2.26 1.95 0.310 0.623 0.00 0.844 0.745 1.00 0.829 0.833
ERA5_CCAM_12k [-] 2.44 2.30 1.95 0.347 0.791 0.00 0.828 0.679 1.00 0.942 0.826
ERA5_CCAM_22k [-] 2.43 2.30 1.95 0.342 0.787 0.00 0.831 0.680 1.00 0.945 0.827
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 [-] 1.62
ERA5_CCAM_04k [-] 2.10 1.84 1.62 0.220 0.489 0.844 0.895 0.826 0.898 0.851 0.859
ERA5_CCAM_12k [-] 2.25 2.08 1.62 0.455 0.921 0.988 0.810 0.693 0.905 0.997 0.819
ERA5_CCAM_22k [-] 2.24 2.07 1.62 0.447 0.912 0.988 0.812 0.694 0.905 0.997 0.821
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 [-] 2.44
ERA5_CCAM_04k [-] 2.89 2.65 2.44 0.204 0.958 0.225 0.884 0.765 0.985 0.754 0.830
ERA5_CCAM_12k [-] 2.84 2.67 2.44 0.228 0.837 0.333 0.924 0.788 0.979 0.970 0.890
ERA5_CCAM_22k [-] 2.83 2.66 2.44 0.214 0.833 0.333 0.926 0.788 0.979 0.969 0.890
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 [-] 1.31
ERA5_CCAM_04k [-] 1.26 1.22 1.31 -0.0901 0.342 3.31 0.858 0.725 0.454 0.996 0.752
ERA5_CCAM_12k [-] 1.59 1.55 1.31 0.244 0.495 3.15 0.775 0.653 0.474 0.958 0.702
ERA5_CCAM_22k [-] 1.58 1.55 1.31 0.240 0.491 3.15 0.778 0.654 0.474 0.960 0.704
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 [-] 0.860
ERA5_CCAM_04k [-] 0.866 0.867 0.860 0.00687 0.292 0.698 0.930 0.791 0.920 0.996 0.886
ERA5_CCAM_12k [-] 1.17 1.17 0.860 0.310 0.553 1.06 0.758 0.692 0.880 0.930 0.790
ERA5_CCAM_22k [-] 1.16 1.16 0.860 0.304 0.547 1.06 0.761 0.694 0.880 0.932 0.792
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 [-] 0.806
ERA5_CCAM_04k [-] 0.609 0.614 0.806 -0.192 0.351 1.61 0.801 0.739 0.754 0.583 0.723
ERA5_CCAM_12k [-] 0.716 0.707 0.806 -0.0993 0.382 1.91 0.822 0.704 0.711 0.855 0.759
ERA5_CCAM_22k [-] 0.713 0.703 0.806 -0.103 0.382 1.95 0.820 0.705 0.709 0.852 0.758
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 [-] 3.86
ERA5_CCAM_04k [-] 4.04 2.68 3.86 -1.17 1.30 2.03 0.511 0.722 0.749 1.00 0.741
ERA5_CCAM_12k [-] 3.74 2.74 3.86 -1.11 1.22 2.03 0.529 0.754 0.749 1.00 0.757
ERA5_CCAM_22k [-] 3.73 2.75 3.86 -1.11 1.22 2.03 0.530 0.754 0.749 1.00 0.757
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 [-] 2.47
ERA5_CCAM_04k [-] 2.69 2.85 2.47 0.381 0.918 6.05 0.751 0.534 7.41e-05 1.00 0.564
ERA5_CCAM_12k [-] 2.67 2.92 2.47 0.447 0.789 5.02 0.715 0.611 0.0740 1.00 0.602
ERA5_CCAM_22k [-] 2.68 2.91 2.47 0.437 0.784 5.02 0.720 0.613 0.0740 1.00 0.604
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 [-] 1.04
ERA5_CCAM_04k [-] 0.834 0.813 1.04 -0.225 0.395 2.03 0.807 0.733 0.749 0.921 0.789
ERA5_CCAM_12k [-] 1.01 0.984 1.04 -0.0537 0.408 1.53 0.949 0.681 0.742 0.952 0.801
ERA5_CCAM_22k [-] 0.997 0.981 1.04 -0.0566 0.408 1.53 0.946 0.681 0.742 0.952 0.800
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 [-] 1.47
ERA5_CCAM_04k [-] 1.03 1.22 1.47 -0.247 0.390 1.02 0.805 0.768 0.892 0.937 0.834
ERA5_CCAM_12k [-] 0.993 1.12 1.47 -0.348 0.546 0.613 0.742 0.699 0.936 0.716 0.759
ERA5_CCAM_22k [-] 0.988 1.11 1.47 -0.351 0.547 0.613 0.740 0.699 0.936 0.718 0.758
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 [-] 2.34
ERA5_CCAM_04k [-] 5.14 2.64 2.34 0.295 0.509 0.00 0.898 0.859 1.00 1.00 0.923
ERA5_CCAM_12k [-] 4.34 2.62 2.34 0.282 0.650 1.97 0.902 0.807 0.764 1.00 0.856
ERA5_CCAM_22k [-] 4.31 2.62 2.34 0.275 0.644 1.97 0.904 0.808 0.764 1.00 0.857

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
BIAS
Data not available
BIAS SCORE
Data not available
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RMSE
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
SEASONAL CYCLE SCORE
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

All Models

Benchmark
Data not available
Data not available
ERA5_CCAM_04k
Data not available
Data not available
ERA5_CCAM_12k
Data not available
Data not available
ERA5_CCAM_22k
Data not available
Data not available

Data Information

  Title:
GPCP Version 2.3 Combined Precipitation Dataset (Final)

  Institutions:
NOAA/OAR/ESRL PSD, Boulder, Colorado, USA
ESSIC/CICS, University of Maryland, USA

  Source:
GPCC gauge analysis to bias correct satellite estimates over land and merge with satellite based on sampling

  History:
2019-04-18: downloaded source from http://www.esrl.noaa.gov/psd/data/gridded/data.gpcp.html
2019-05-09: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-pr-gpcp.py

  References:
Adler, R.F., G.J. Huffman, A. Chang, R. Ferraro, P. Xie, J. Janowiak, B. Rudolf, U. Schneider, S. Curtis, D. Bolvin, A. Gruber, J. Susskind, P. Arkin (2003), The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979 - Present), J. Hydrometeor., 4(6), 1147-1167
2} }

  Comments:
time_period: 1979-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 2.5x2.5 degree
original_units: mm/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5x0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7