Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.61
CLM4 [-] 3.57 3.59 2.85 3.61 4.17 -0.00924 1.87 1.16 0.81 0.46 0.85 0.99 0.80 0.73
CLM4.5 [-] 3.57 3.59 2.85 3.61 4.17 -0.00924 1.87 1.16 0.81 0.46 0.85 0.99 0.80 0.73
CLM5 [-] 3.57 3.59 2.85 3.61 4.17 -0.00924 1.87 1.16 0.81 0.46 0.85 0.99 0.80 0.73
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.25
CLM4 [-] 2.35 2.32 1.47 2.24 3.58 0.0875 1.26 0.238 0.86 0.62 0.97 0.98 0.79 0.81
CLM4.5 [-] 2.35 2.32 1.47 2.24 3.58 0.0875 1.26 0.238 0.86 0.62 0.97 0.98 0.79 0.81
CLM5 [-] 2.35 2.32 1.47 2.24 3.58 0.0875 1.26 0.238 0.86 0.62 0.97 0.98 0.79 0.81
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.31
CLM4 [-] 2.38 2.37 2.38 2.30 2.58 0.0714 1.43 0.718 0.85 0.56 0.89 0.99 0.82 0.78
CLM4.5 [-] 2.38 2.37 2.38 2.30 2.58 0.0714 1.43 0.718 0.85 0.56 0.89 0.99 0.82 0.78
CLM5 [-] 2.38 2.37 2.40 2.30 2.58 0.0714 1.43 0.718 0.85 0.56 0.89 0.99 0.82 0.78
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 0.948
CLM4 [-] 1.12 1.12 1.30 0.946 1.06 0.202 0.586 0.848 0.71 0.48 0.89 0.91 0.72 0.70
CLM4.5 [-] 1.12 1.12 1.30 0.946 1.06 0.202 0.586 0.848 0.71 0.48 0.89 0.91 0.72 0.70
CLM5 [-] 1.12 1.12 1.30 0.946 1.06 0.202 0.586 0.848 0.71 0.48 0.89 0.91 0.72 0.70
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 6.96
CLM4 [-] 8.05 8.12 6.98 7.01 6.59 0.732 3.58 1.39 0.71 0.42 0.80 0.75 0.84 0.66
CLM4.5 [-] 8.05 8.12 6.98 7.01 6.59 0.732 3.58 1.39 0.71 0.42 0.80 0.75 0.84 0.66
CLM5 [-] 8.05 8.12 6.98 7.01 6.59 0.732 3.58 1.39 0.71 0.42 0.80 0.75 0.84 0.66
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.36
CLM4 [-] 1.48 1.47 1.92 1.35 1.97 0.128 0.495 0.332 0.83 0.60 0.97 0.95 0.80 0.79
CLM4.5 [-] 1.48 1.47 1.92 1.35 1.97 0.128 0.495 0.332 0.83 0.60 0.97 0.95 0.80 0.79
CLM5 [-] 1.48 1.47 1.92 1.35 1.97 0.128 0.495 0.332 0.83 0.60 0.97 0.95 0.80 0.79
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.50
CLM4 [-] 1.46 1.46 2.48 1.49 1.86 0.0465 0.777 0.772 0.80 0.57 0.91 0.97 0.78 0.77
CLM4.5 [-] 1.46 1.46 2.48 1.49 1.86 0.0465 0.777 0.772 0.80 0.57 0.91 0.97 0.78 0.77
CLM5 [-] 1.46 1.46 2.48 1.49 1.86 0.0465 0.777 0.772 0.80 0.57 0.91 0.97 0.78 0.77
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.49
CLM4 [-] 3.74 3.69 5.28 3.46 5.01 0.436 2.83 0.783 0.76 0.51 0.90 0.86 0.75 0.71
CLM4.5 [-] 3.74 3.69 5.28 3.46 5.01 0.436 2.83 0.783 0.76 0.51 0.90 0.86 0.75 0.71
CLM5 [-] 3.74 3.69 5.30 3.46 5.01 0.436 2.83 0.783 0.76 0.51 0.90 0.86 0.75 0.71
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 0.991
CLM4 [-] 1.29 1.30 1.15 0.994 0.707 0.296 0.576 1.17 0.60 0.43 0.85 0.91 0.63 0.64
CLM4.5 [-] 1.29 1.30 1.15 0.994 0.707 0.296 0.576 1.17 0.60 0.43 0.85 0.91 0.63 0.64
CLM5 [-] 1.29 1.30 1.15 0.994 0.707 0.296 0.576 1.17 0.60 0.43 0.85 0.91 0.63 0.64
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.53
CLM4 [-] 1.47 1.45 2.86 1.50 2.74 0.0629 1.00 0.696 0.82 0.56 0.91 0.92 0.83 0.77
CLM4.5 [-] 1.47 1.45 2.86 1.50 2.74 0.0629 1.00 0.696 0.82 0.56 0.91 0.92 0.83 0.77
CLM5 [-] 1.47 1.45 2.88 1.50 2.74 0.0629 1.00 0.696 0.82 0.56 0.91 0.92 0.83 0.77
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.96
CLM4 [-] 2.34 2.35 2.30 1.96 2.14 0.395 0.959 1.03 0.71 0.51 0.83 0.80 0.74 0.68
CLM4.5 [-] 2.34 2.35 2.30 1.96 2.14 0.395 0.959 1.03 0.71 0.51 0.83 0.80 0.74 0.68
CLM5 [-] 2.34 2.35 2.30 1.96 2.14 0.395 0.959 1.03 0.71 0.51 0.83 0.80 0.74 0.68
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.21
CLM4 [-] 2.09 2.23 1.00 2.10 4.08 0.216 1.22 0.842 0.78 0.52 0.89 0.95 0.78 0.74
CLM4.5 [-] 2.09 2.23 1.00 2.10 4.08 0.216 1.22 0.842 0.78 0.52 0.89 0.95 0.78 0.74
CLM5 [-] 2.10 2.23 1.00 2.10 4.08 0.216 1.22 0.842 0.78 0.52 0.89 0.95 0.78 0.74
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 0.370
CLM4 [-] 0.350 0.349 0.695 0.368 0.568 0.000556 0.445 1.22 0.75 0.46 0.82 0.94 0.75 0.69
CLM4.5 [-] 0.350 0.349 0.695 0.368 0.568 0.000556 0.445 1.22 0.75 0.46 0.82 0.94 0.75 0.69
CLM5 [-] 0.350 0.349 0.696 0.368 0.568 0.000556 0.445 1.22 0.75 0.46 0.82 0.94 0.75 0.69
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.05
CLM4 [-] 1.20 1.20 1.18 1.04 1.24 0.183 0.747 0.627 0.68 0.43 0.92 0.86 0.72 0.67
CLM4.5 [-] 1.20 1.20 1.18 1.04 1.24 0.183 0.747 0.627 0.68 0.43 0.92 0.86 0.72 0.67
CLM5 [-] 1.20 1.20 1.18 1.04 1.24 0.183 0.747 0.627 0.68 0.43 0.92 0.86 0.72 0.67
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.59
CLM4 [-] 3.03 3.03 3.51 2.54 3.41 0.702 2.02 1.10 0.71 0.47 0.79 0.86 0.79 0.68
CLM4.5 [-] 3.03 3.03 3.51 2.54 3.41 0.702 2.02 1.10 0.71 0.47 0.79 0.86 0.79 0.68
CLM5 [-] 3.03 3.03 3.50 2.54 3.41 0.702 2.02 1.10 0.71 0.47 0.79 0.86 0.79 0.68
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.71
CLM4 [-] 3.05 3.07 3.01 2.70 3.23 0.408 1.07 0.977 0.76 0.53 0.84 0.99 0.78 0.74
CLM4.5 [-] 3.05 3.07 3.01 2.70 3.23 0.408 1.07 0.977 0.76 0.53 0.84 0.99 0.78 0.74
CLM5 [-] 3.05 3.07 3.01 2.70 3.23 0.408 1.07 0.977 0.76 0.53 0.84 0.99 0.78 0.74
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.00
CLM4 [-] 2.16 2.15 3.08 1.98 3.25 0.302 0.945 0.827 0.70 0.49 0.88 0.84 0.75 0.69
CLM4.5 [-] 2.16 2.15 3.08 1.98 3.25 0.302 0.945 0.827 0.70 0.49 0.88 0.84 0.75 0.69
CLM5 [-] 2.16 2.15 3.08 1.98 3.25 0.302 0.945 0.827 0.70 0.49 0.88 0.84 0.75 0.69
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.04
CLM4 [-] 1.28 1.30 1.64 1.04 1.77 0.292 0.818 0.955 0.70 0.48 0.88 0.74 0.71 0.66
CLM4.5 [-] 1.28 1.30 1.64 1.04 1.77 0.292 0.818 0.955 0.70 0.48 0.88 0.74 0.71 0.66
CLM5 [-] 1.28 1.30 1.63 1.04 1.77 0.292 0.818 0.955 0.70 0.48 0.88 0.74 0.71 0.66
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 5.48
CLM4 [-] 6.14 6.14 5.95 5.50 2.96 0.678 2.57 0.733 0.78 0.51 0.92 0.92 0.77 0.73
CLM4.5 [-] 6.14 6.14 5.95 5.50 2.96 0.678 2.57 0.733 0.78 0.51 0.92 0.92 0.77 0.73
CLM5 [-] 6.14 6.14 5.95 5.50 2.96 0.678 2.57 0.733 0.78 0.51 0.92 0.92 0.77 0.73
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.28
CLM4 [-] 3.36 3.34 3.56 3.28 3.30 0.0808 1.42 0.676 0.87 0.60 0.91 0.96 0.84 0.79
CLM4.5 [-] 3.36 3.34 3.56 3.28 3.30 0.0808 1.42 0.676 0.87 0.60 0.91 0.96 0.84 0.79
CLM5 [-] 3.36 3.34 3.56 3.28 3.30 0.0808 1.42 0.676 0.87 0.60 0.91 0.96 0.84 0.79
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.30
CLM4 [-] 1.56 1.57 0.886 1.29 1.52 0.384 1.34 0.943 0.60 0.45 0.90 0.53 0.73 0.61
CLM4.5 [-] 1.56 1.57 0.886 1.29 1.52 0.384 1.34 0.943 0.60 0.45 0.90 0.53 0.73 0.61
CLM5 [-] 1.56 1.57 0.886 1.29 1.52 0.384 1.34 0.943 0.60 0.45 0.90 0.53 0.73 0.61

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK INTERANNUAL VARIABILITY
Data not available
Data not available
MODEL INTERANNUAL VARIABILITY
Data not available
Data not available
INTERANNUAL VARIABILITY SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
SEASONAL CYCLE SCORE
Data not available
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
CLM4
Data not available
Data not available
CLM4.5
Data not available
Data not available
CLM5
Data not available
Data not available

Data Information

  creation_date: Fri Mar 4 10:41:55 PST 2016

  Conventions: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  source_file: This product is generated from monthly CPC Merged Analysis of Precipitation Standard observations

  title: derived CMAP precipitation

  Approach: I read the monthly global precipitation data from original file, and interpolated from the original resolution in 2.5x2.5 degree to the final one in 0.5x0.5 degree. Meanwhile I also converted the unit from mm/day to Kg m-2 s-1. The final data were saved by each month and each year.

  Temporal resolution: monthly

  General information: This product was derived from CPC Merged Analysis of Precipitation (CMAP) excluding NCEP Reanalysis Data Set.

  Spatial resolution: 0.5x0.5 degree

  Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-pr-cmap.ncl