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 [-] 3.41
CanESM5 [-] 4.26 4.70 3.41 3.60 3.30 1.29 2.58 1.92 0.567 0.478 0.750 0.782 0.611
E3SMv3 default [-] 4.30 4.30 3.41 5.35 3.37 0.889 1.81 1.57 0.716 0.611 0.830 0.972 0.748
E3SMv3 highECS [-] 4.48 4.47 3.41 5.90 3.37 1.06 1.95 1.57 0.705 0.600 0.818 0.966 0.738
E3SMv3 lowECS [-] 4.53 4.52 3.41 5.22 3.37 1.12 1.92 1.48 0.685 0.611 0.819 0.922 0.730
IPSL-CM6A-LR [-] 3.80 4.17 3.41 3.26 3.24 0.759 1.72 1.55 0.734 0.645 0.839 0.983 0.769
MIROC-ES2L [-] 4.19 4.60 3.41 3.61 3.30 1.19 2.19 1.13 0.646 0.547 0.867 0.945 0.710
NorESM2-LM [-] 2.70 3.19 3.41 2.05 3.24 -0.216 1.41 1.40 0.824 0.615 0.813 0.986 0.770
UKESM1-0-LL [-] 3.48 3.30 3.41 3.61 3.21 -0.106 1.39 1.88 0.803 0.643 0.744 0.985 0.764
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 [-] 7.34
CanESM5 [-] 8.38 9.01 7.34 7.91 1.67 3.74 1.90 0.606 0.540 0.703 0.979 0.674
E3SMv3 default [-] 7.91 7.92 7.46 7.08 6.73 0.455 2.82 1.71 0.660 0.649 0.723 0.975 0.731
E3SMv3 highECS [-] 8.49 8.52 7.46 6.89 6.73 1.05 3.04 1.72 0.655 0.650 0.726 0.791 0.694
E3SMv3 lowECS [-] 9.24 9.27 7.46 7.28 6.73 1.80 3.80 2.11 0.612 0.569 0.650 0.701 0.620
IPSL-CM6A-LR [-] 8.17 10.6 7.34 6.51 3.22 5.04 1.81 0.508 0.578 0.728 0.355 0.549
MIROC-ES2L [-] 7.14 7.02 7.34 7.17 -0.318 3.02 2.35 0.681 0.574 0.601 0.672 0.620
NorESM2-LM [-] 7.89 8.08 7.34 7.75 0.741 2.95 1.71 0.683 0.592 0.743 0.868 0.696
UKESM1-0-LL [-] 7.63 6.95 7.34 8.08 -0.388 2.96 1.59 0.678 0.589 0.768 0.925 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 [-] 2.26
CanESM5 [-] 2.40 2.53 2.27 1.65 1.38 0.254 1.49 1.45 0.642 0.580 0.811 0.935 0.709
E3SMv3 default [-] 2.39 2.57 2.24 0.723 3.43 0.327 1.14 1.15 0.717 0.664 0.848 0.959 0.770
E3SMv3 highECS [-] 2.50 2.68 2.24 0.764 3.43 0.436 1.21 1.18 0.697 0.658 0.838 0.956 0.761
E3SMv3 lowECS [-] 2.49 2.67 2.24 0.732 3.43 0.427 1.26 1.15 0.685 0.648 0.834 0.949 0.753
IPSL-CM6A-LR [-] 2.64 2.81 2.27 1.68 1.35 0.536 1.43 1.27 0.658 0.625 0.840 0.897 0.729
MIROC-ES2L [-] 2.68 2.81 2.27 1.93 1.38 0.536 1.50 1.38 0.646 0.596 0.802 0.943 0.716
NorESM2-LM [-] 2.26 2.36 2.27 1.72 1.35 0.0865 1.23 1.30 0.706 0.623 0.839 0.943 0.747
UKESM1-0-LL [-] 2.34 2.45 2.27 1.73 1.31 0.179 1.17 1.30 0.719 0.636 0.823 0.961 0.755
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
CanESM5 [-] 1.73 1.63 1.34 1.88 2.29 0.293 0.595 0.905 0.659 0.679 0.882 0.901 0.760
E3SMv3 default [-] 1.70 1.70 1.33 1.50 1.87 0.375 0.595 0.887 0.661 0.707 0.892 0.963 0.786
E3SMv3 highECS [-] 1.80 1.80 1.33 1.61 1.87 0.475 0.671 0.936 0.613 0.696 0.879 0.964 0.769
E3SMv3 lowECS [-] 1.65 1.65 1.33 1.47 1.87 0.329 0.568 0.934 0.686 0.709 0.881 0.958 0.789
IPSL-CM6A-LR [-] 1.91 1.85 1.34 1.99 2.12 0.511 0.774 0.964 0.600 0.638 0.886 0.951 0.743
MIROC-ES2L [-] 1.85 1.80 1.34 1.94 2.29 0.460 0.816 1.09 0.583 0.625 0.868 0.921 0.724
NorESM2-LM [-] 1.80 1.62 1.34 2.07 2.12 0.279 0.576 0.993 0.682 0.683 0.868 0.933 0.770
UKESM1-0-LL [-] 1.82 1.65 1.34 2.07 1.90 0.311 0.577 1.05 0.686 0.675 0.853 0.974 0.773
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 [-] 6.14
CanESM5 [-] 4.60 4.62 6.14 3.91 -1.52 3.87 1.41 0.535 0.527 0.827 0.789 0.641
E3SMv3 default [-] 5.94 5.94 6.15 4.60 4.33 -0.212 2.44 1.29 0.743 0.617 0.828 0.960 0.753
E3SMv3 highECS [-] 5.79 5.79 6.15 5.35 4.33 -0.364 2.61 1.34 0.707 0.614 0.820 0.969 0.745
E3SMv3 lowECS [-] 5.25 5.25 6.15 5.38 4.33 -0.902 2.96 1.29 0.623 0.599 0.825 0.948 0.719
IPSL-CM6A-LR [-] 6.01 6.06 6.14 4.48 -0.0803 2.73 1.23 0.694 0.625 0.850 0.911 0.741
MIROC-ES2L [-] 6.21 6.22 6.14 6.08 0.0759 2.77 1.55 0.703 0.575 0.808 0.917 0.716
NorESM2-LM [-] 5.02 5.03 6.14 4.78 -1.11 3.16 1.14 0.633 0.538 0.869 0.636 0.643
UKESM1-0-LL [-] 6.03 6.04 6.14 5.55 -0.0978 2.88 1.51 0.699 0.575 0.799 0.966 0.723
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 [-] 1.53
CanESM5 [-] 2.32 1.76 1.53 3.13 1.94 0.226 0.695 1.19 0.683 0.675 0.841 0.923 0.759
E3SMv3 default [-] 1.86 1.87 1.51 1.52 2.57 0.359 0.650 0.947 0.711 0.720 0.870 0.961 0.796
E3SMv3 highECS [-] 1.95 1.95 1.51 1.54 2.57 0.445 0.696 0.996 0.675 0.718 0.857 0.967 0.787
E3SMv3 lowECS [-] 1.83 1.84 1.51 1.48 2.57 0.329 0.631 0.996 0.728 0.718 0.858 0.958 0.796
IPSL-CM6A-LR [-] 2.60 2.05 1.53 3.40 1.89 0.517 0.855 1.11 0.630 0.648 0.855 0.955 0.747
MIROC-ES2L [-] 2.62 2.10 1.53 3.39 1.94 0.568 0.952 1.22 0.604 0.639 0.829 0.920 0.726
NorESM2-LM [-] 2.34 1.68 1.53 3.30 1.89 0.148 0.668 1.26 0.721 0.679 0.838 0.916 0.767
UKESM1-0-LL [-] 2.51 1.79 1.53 3.55 1.85 0.259 0.623 1.18 0.735 0.687 0.836 0.976 0.784

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
CanESM5
Data not available
Data not available
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:
GPCC Full Data Reanalysis Version 2018 0.5x0.5 Monthly Total

  Version:
v2018

  Institutions:
Global Precipitation Climatology Centre (GPCC)

  Source:
GPCC Precipitation 0.5 degree V2018 Full Reanalysis

  History:
2020-10-07: downloaded source from ftp://ftp.cdc.noaa.gov/Datasets/gpcc/full_v2018/precip.mon.total.v2018.nc
2020-10-07: converted to netCDF, original data is divided by days in a month for a mean monthly rate.

  References:
Schneider, Udo and Finger, Peter and Meyer-Christoffer, Anja and Rustemeier, Elke and Ziese, Markus and Becker, Andreas (2017), Evaluating the Hydrological Cycle over Land Using the Newly-Corrected Precipitation Climatology from the Global Precipitation Climatology Centre (GPCC), Atmosphere, 12, doi:10.3390/atmos8030052

  Comments:
time_period: 1980-01 through 2016-12
temporal_resolution: monthly
spatial_resolution: 0.5 degree
units: mm d-1

  Convention:
CF-1.8