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 [-] 2.91
CMIP6 ens [-] 3.73 3.70 2.92 2.10 0.787 1.73 1.55 0.738 0.588 0.803 0.976 0.739
E3SMv3 default [-] 4.30 4.30 3.36 2.35 0.940 1.85 1.81 0.705 0.599 0.796 0.957 0.731
E3SMv3 highECS [-] 4.48 4.48 3.36 2.35 1.12 2.00 1.75 0.690 0.591 0.789 0.949 0.722
E3SMv3 lowECS [-] 4.53 4.53 3.36 2.35 1.17 1.99 1.62 0.673 0.602 0.797 0.896 0.714
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 [-] 7.30
CMIP6 ens [-] 7.84 7.81 7.30 0.515 2.17 2.00 0.731 0.677 0.645 0.987 0.744
E3SMv3 default [-] 7.91 7.91 6.83 7.53 1.08 2.49 1.96 0.659 0.658 0.682 0.761 0.683
E3SMv3 highECS [-] 8.49 8.49 6.83 7.53 1.67 2.85 1.82 0.634 0.659 0.715 0.433 0.620
E3SMv3 lowECS [-] 9.24 9.24 6.83 7.53 2.41 3.80 2.55 0.571 0.550 0.564 0.355 0.518
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 [-] 2.04
CMIP6 ens [-] 2.35 2.35 2.04 1.06 1.26 0.305 0.947 1.33 0.706 0.684 0.846 0.947 0.773
E3SMv3 default [-] 2.39 2.39 1.97 2.84 0.419 1.05 1.39 0.699 0.647 0.827 0.929 0.750
E3SMv3 highECS [-] 2.50 2.50 1.97 2.84 0.522 1.14 1.38 0.672 0.641 0.824 0.898 0.735
E3SMv3 lowECS [-] 2.49 2.49 1.97 2.84 0.511 1.19 1.37 0.659 0.627 0.813 0.880 0.721
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 [-] 1.23
CMIP6 ens [-] 1.80 1.82 1.23 0.628 1.21 0.594 0.785 1.42 0.517 0.604 0.802 0.929 0.691
E3SMv3 default [-] 1.70 1.70 1.26 1.19 0.443 0.605 0.976 0.613 0.673 0.884 0.941 0.757
E3SMv3 highECS [-] 1.80 1.80 1.26 1.19 0.543 0.690 1.03 0.551 0.660 0.871 0.928 0.734
E3SMv3 lowECS [-] 1.65 1.65 1.26 1.19 0.396 0.568 1.00 0.649 0.678 0.876 0.951 0.766
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 [-] 5.49
CMIP6 ens [-] 5.16 5.16 5.49 -0.331 2.24 1.17 0.669 0.649 0.863 0.944 0.755
E3SMv3 default [-] 5.94 5.94 5.52 4.60 0.417 2.23 1.30 0.780 0.590 0.833 0.969 0.752
E3SMv3 highECS [-] 5.79 5.79 5.52 4.60 0.268 2.38 1.29 0.750 0.589 0.829 0.897 0.731
E3SMv3 lowECS [-] 5.25 5.25 5.52 4.60 -0.269 2.74 1.30 0.639 0.571 0.832 0.836 0.690
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 [-] 1.93
CMIP6 ens [-] 2.43 2.43 1.93 1.57 0.501 0.826 1.34 0.638 0.617 0.816 0.980 0.734
E3SMv3 default [-] 1.86 1.86 1.42 2.66 0.446 0.664 1.06 0.650 0.683 0.857 0.954 0.765
E3SMv3 highECS [-] 1.95 1.95 1.42 2.66 0.530 0.724 1.10 0.602 0.680 0.844 0.940 0.749
E3SMv3 lowECS [-] 1.83 1.83 1.42 2.66 0.416 0.639 1.10 0.675 0.683 0.846 0.960 0.769

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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BIAS
Data not available
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BIAS SCORE
Data not available
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RMSE
Data not available
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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
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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
CMIP6 ens
Data not available
Data not available
E3SMv3 default
Data not available
Data not available
E3SMv3 highECS
Data not available
Data not available
E3SMv3 lowECS
Data not available
Data not available

Data Information

  Title:
CPC Merged Analysis of Precipitation (excludes NCEP Reanalysis)

  Version:
1904

  Institutions:
NOAA/OAR/ESRL PSD, Boulder, Colorado, USA

  Source:
Merged Precipitation with gauge observations, a variety of satellite observations and the NCEP–NCAR reanalysis

  History:
2019-04-30: downloaded source from https://www.esrl.noaa.gov/psd/data/gridded/data.cmap.html#detail
2019-07-01: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-pr-cmap.py

  References:
Xie, P., and P.A. Arkin (1997), Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs, Bull. Amer. Meteor. Soc., 78, 2539-2558
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  Comments:
time_period: 1979-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 2.5 degree
original_units: mm/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7