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 [-] 2.78
CanESM5 [-] 4.60 4.67 2.78 1.40 2.75 1.78 0.552 0.411 0.802 0.864 0.608
IPSL-CM6A-LR [-] 4.14 4.18 2.78 0.971 2.20 1.53 0.677 0.542 0.826 0.965 0.710
MIROC-ES2L [-] 4.61 4.65 2.78 1.38 2.46 1.26 0.612 0.487 0.849 0.954 0.678
NorESM2-LM [-] 2.66 2.64 2.78 -0.153 1.43 1.31 0.771 0.570 0.843 0.976 0.746
UKESM1-0-LL [-] 3.43 3.41 2.78 0.626 2.09 1.46 0.692 0.544 0.800 0.942 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 [-] 6.43
CanESM5 [-] 9.47 9.62 6.43 1.91 3.70 2.55 0.554 0.484 0.577 0.917 0.603
IPSL-CM6A-LR [-] 12.9 13.1 6.43 1.60 3.92 2.41 0.531 0.555 0.592 0.329 0.512
MIROC-ES2L [-] 7.08 7.16 6.43 0.691 2.87 2.54 0.659 0.519 0.561 0.904 0.632
NorESM2-LM [-] 8.00 7.88 6.43 1.46 2.57 2.11 0.635 0.591 0.679 0.958 0.691
UKESM1-0-LL [-] 7.65 7.66 6.43 1.22 3.38 2.03 0.574 0.514 0.680 0.959 0.648
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 [-] 2.26 2.24 2.30 0.0844 1.39 1.67 0.637 0.565 0.802 0.911 0.696
IPSL-CM6A-LR [-] 2.54 2.54 2.30 0.329 1.34 1.56 0.641 0.600 0.813 0.844 0.699
MIROC-ES2L [-] 2.57 2.56 2.30 0.362 1.36 1.61 0.641 0.573 0.787 0.950 0.705
NorESM2-LM [-] 2.27 2.26 2.30 -0.0457 1.08 1.41 0.698 0.621 0.840 0.967 0.749
UKESM1-0-LL [-] 2.50 2.32 2.30 0.0234 1.09 1.45 0.706 0.618 0.826 0.955 0.745
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 [-] 1.61 1.61 1.82 -0.0983 0.574 1.03 0.699 0.667 0.846 0.909 0.758
IPSL-CM6A-LR [-] 1.82 1.82 1.82 0.0863 0.661 1.17 0.677 0.649 0.843 0.962 0.756
MIROC-ES2L [-] 1.80 1.81 1.82 0.0329 0.727 1.31 0.668 0.607 0.800 0.948 0.726
NorESM2-LM [-] 1.81 1.79 1.82 -0.0223 0.515 0.999 0.718 0.689 0.856 0.971 0.785
UKESM1-0-LL [-] 7.83e+14 1.80 1.82 -0.0191 0.520 1.12 0.735 0.675 0.841 0.982 0.781
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 [-] 4.84 4.68 6.25 -1.64 4.20 1.26 0.476 0.488 0.849 0.495 0.559
IPSL-CM6A-LR [-] 6.09 6.10 6.25 -0.220 2.81 1.16 0.640 0.592 0.865 0.705 0.679
MIROC-ES2L [-] 6.26 6.21 6.25 -0.0431 2.67 1.51 0.668 0.556 0.820 0.958 0.712
NorESM2-LM [-] 5.14 5.09 6.25 -1.15 3.10 1.05 0.623 0.496 0.878 0.880 0.675
UKESM1-0-LL [-] 6.03 6.04 6.25 -0.211 2.87 1.46 0.684 0.532 0.811 0.874 0.687
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 [-] 2.49
CanESM5 [-] 1.72 1.71 2.49 -0.184 0.749 1.20 0.725 0.674 0.843 0.969 0.777
IPSL-CM6A-LR [-] 2.01 2.00 2.49 0.105 0.851 1.28 0.716 0.649 0.828 0.975 0.763
MIROC-ES2L [-] 2.08 2.08 2.49 0.125 0.945 1.34 0.697 0.613 0.807 0.941 0.734
NorESM2-LM [-] 2.36 2.34 2.49 -0.154 0.717 1.12 0.736 0.685 0.860 0.981 0.789
UKESM1-0-LL [-] 6.15e+15 2.49 2.49 0.00220 0.680 1.15 0.772 0.673 0.844 0.988 0.790

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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BIAS SCORE
Data not available
Data not available
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
Data not available
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
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