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 [-] 2.79
CanESM5 [-] 4.26 4.22 2.82 1.99 1.40 2.55 1.70 0.559 0.443 0.806 0.893 0.629
E3SMv3 default [-] 4.30 4.30 3.50 1.92 0.800 1.74 1.61 0.715 0.598 0.849 0.957 0.743
E3SMv3 highECS [-] 4.48 4.48 3.50 1.92 0.977 1.89 1.57 0.701 0.587 0.842 0.948 0.733
E3SMv3 lowECS [-] 4.53 4.53 3.50 1.92 1.03 1.87 1.42 0.687 0.597 0.848 0.893 0.724
IPSL-CM6A-LR [-] 3.80 3.76 2.81 2.02 0.958 2.09 1.47 0.697 0.559 0.834 0.963 0.722
MIROC-ES2L [-] 4.19 4.16 2.82 1.99 1.35 2.34 1.14 0.629 0.502 0.859 0.968 0.692
NorESM2-LM [-] 2.70 2.69 2.81 2.02 -0.120 1.36 1.24 0.797 0.581 0.852 0.979 0.758
UKESM1-0-LL [-] 3.48 3.44 2.81 2.05 0.633 2.03 1.45 0.703 0.554 0.797 0.948 0.711
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 [-] 6.44
CanESM5 [-] 8.38 8.34 6.44 1.90 3.42 2.43 0.574 0.506 0.604 0.979 0.634
E3SMv3 default [-] 7.91 7.91 7.10 6.12 0.801 2.48 1.48 0.600 0.657 0.779 0.976 0.734
E3SMv3 highECS [-] 8.49 8.49 7.10 6.12 1.39 2.72 1.44 0.583 0.659 0.792 0.764 0.691
E3SMv3 lowECS [-] 9.24 9.24 7.10 6.12 2.13 3.61 1.86 0.534 0.531 0.710 0.670 0.595
IPSL-CM6A-LR [-] 8.17 8.09 6.44 1.65 3.68 2.34 0.522 0.577 0.596 0.447 0.544
MIROC-ES2L [-] 7.14 7.11 6.44 0.668 2.72 2.50 0.672 0.536 0.560 0.808 0.622
NorESM2-LM [-] 7.89 7.88 6.44 1.44 2.53 2.00 0.638 0.593 0.688 0.915 0.686
UKESM1-0-LL [-] 7.63 7.64 6.44 1.20 3.20 2.03 0.587 0.524 0.678 0.977 0.658
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 [-] 2.30
CanESM5 [-] 2.40 2.40 2.31 1.44 0.0915 1.29 1.63 0.653 0.581 0.811 0.934 0.712
E3SMv3 default [-] 2.39 2.39 2.23 3.06 0.159 0.975 1.43 0.721 0.656 0.835 0.970 0.768
E3SMv3 highECS [-] 2.50 2.50 2.23 3.06 0.262 1.04 1.43 0.704 0.650 0.832 0.955 0.758
E3SMv3 lowECS [-] 2.49 2.49 2.23 3.06 0.251 1.11 1.40 0.676 0.635 0.828 0.942 0.743
IPSL-CM6A-LR [-] 2.64 2.64 2.30 1.50 0.337 1.24 1.53 0.656 0.618 0.823 0.887 0.721
MIROC-ES2L [-] 2.68 2.68 2.31 1.44 0.373 1.30 1.59 0.651 0.585 0.791 0.957 0.714
NorESM2-LM [-] 2.26 2.26 2.30 1.50 -0.0406 1.05 1.37 0.704 0.627 0.844 0.969 0.754
UKESM1-0-LL [-] 2.34 2.34 2.30 1.39 0.0398 1.05 1.45 0.715 0.625 0.829 0.961 0.751
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 [-] 1.82
CanESM5 [-] 1.73 1.73 1.81 2.09 -0.0820 0.548 1.01 0.716 0.678 0.849 0.908 0.766
E3SMv3 default [-] 1.70 1.70 1.62 2.08 0.0755 0.533 1.17 0.696 0.693 0.816 0.971 0.774
E3SMv3 highECS [-] 1.80 1.80 1.62 2.08 0.175 0.561 1.12 0.694 0.689 0.824 0.975 0.774
E3SMv3 lowECS [-] 1.65 1.65 1.62 2.08 0.0286 0.527 1.14 0.689 0.699 0.823 0.965 0.775
IPSL-CM6A-LR [-] 1.91 1.91 1.81 2.52 0.0972 0.631 1.14 0.692 0.658 0.848 0.964 0.764
MIROC-ES2L [-] 1.85 1.85 1.81 2.09 0.0422 0.710 1.33 0.677 0.615 0.798 0.944 0.730
NorESM2-LM [-] 1.80 1.80 1.81 2.52 -0.0106 0.504 0.983 0.730 0.695 0.859 0.973 0.790
UKESM1-0-LL [-] 1.82 1.82 1.81 2.32 0.00620 0.517 1.14 0.741 0.678 0.840 0.983 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 [-] 6.25
CanESM5 [-] 4.60 4.60 6.25 -1.66 3.80 1.26 0.494 0.505 0.851 0.658 0.603
E3SMv3 default [-] 5.94 5.94 6.30 4.99 -0.363 2.21 1.32 0.756 0.600 0.826 0.978 0.752
E3SMv3 highECS [-] 5.79 5.79 6.30 4.99 -0.513 2.47 1.34 0.688 0.594 0.826 0.915 0.724
E3SMv3 lowECS [-] 5.25 5.25 6.30 4.99 -1.05 2.88 1.32 0.590 0.575 0.823 0.859 0.684
IPSL-CM6A-LR [-] 6.01 6.01 6.25 -0.244 2.66 1.18 0.646 0.605 0.861 0.795 0.702
MIROC-ES2L [-] 6.21 6.21 6.25 -0.0427 2.55 1.58 0.682 0.562 0.810 0.978 0.719
NorESM2-LM [-] 5.02 5.02 6.25 -1.23 2.99 1.00 0.623 0.511 0.888 0.814 0.669
UKESM1-0-LL [-] 6.03 6.03 6.25 -0.227 2.80 1.43 0.680 0.542 0.817 0.910 0.698
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 [-] 2.48
CanESM5 [-] 2.32 2.32 2.48 2.46 -0.168 0.704 1.16 0.748 0.686 0.850 0.969 0.788
E3SMv3 default [-] 1.86 1.86 1.77 3.50 0.0898 0.600 1.21 0.726 0.703 0.811 0.973 0.783
E3SMv3 highECS [-] 1.95 1.95 1.77 3.50 0.174 0.607 1.18 0.726 0.706 0.813 0.978 0.786
E3SMv3 lowECS [-] 1.83 1.83 1.77 3.50 0.0600 0.598 1.23 0.721 0.704 0.808 0.970 0.781
IPSL-CM6A-LR [-] 2.60 2.60 2.48 2.40 0.115 0.802 1.26 0.735 0.661 0.830 0.981 0.773
MIROC-ES2L [-] 2.62 2.62 2.48 2.46 0.140 0.922 1.36 0.706 0.623 0.806 0.936 0.739
NorESM2-LM [-] 2.34 2.34 2.48 2.40 -0.142 0.701 1.08 0.748 0.692 0.865 0.983 0.796
UKESM1-0-LL [-] 2.51 2.51 2.48 2.41 0.0226 0.676 1.18 0.775 0.679 0.842 0.988 0.793

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
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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
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CanESM5
Data not available
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E3SMv3 default
Data not available
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E3SMv3 highECS
Data not available
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E3SMv3 lowECS
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:
GPCP Version 2.3 Combined Precipitation Dataset (Final)

  Version:
2.3

  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
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  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