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 [-] 1.15
CLM4 [-] 1.22 1.18 2.56 1.14 1.69 0.0876 0.510 0.647 0.77 0.51 0.92 0.97 0.63 0.72
CLM4.5 [-] 1.20 1.17 2.47 1.14 1.69 0.0638 0.524 0.698 0.77 0.50 0.91 0.98 0.62 0.71
CLM5 [-] 1.12 1.09 2.22 1.14 1.69 -0.00108 0.490 0.671 0.76 0.53 0.92 0.97 0.77 0.75
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 [-] 0.798
CLM4 [-] 0.584 0.587 0.585 0.805 0.352 -0.222 0.494 0.579 0.75 0.62 0.96 0.95 0.75 0.78
CLM4.5 [-] 0.730 0.733 0.594 0.805 0.352 -0.0768 0.440 0.513 0.85 0.62 0.97 0.99 0.78 0.80
CLM5 [-] 0.739 0.741 0.586 0.805 0.352 -0.0696 0.508 0.572 0.85 0.58 0.96 0.93 0.73 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 [-] 0.704
CLM4 [-] 0.572 0.577 0.406 0.710 0.456 -0.148 0.483 0.573 0.71 0.57 0.96 0.96 0.69 0.74
CLM4.5 [-] 0.767 0.777 0.443 0.710 0.456 0.0406 0.510 0.458 0.81 0.52 0.97 0.98 0.72 0.75
CLM5 [-] 0.706 0.716 0.352 0.710 0.456 -0.0242 0.522 0.425 0.80 0.52 0.97 0.98 0.70 0.75
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 [-] 1.87
CLM4 [-] 2.17 2.16 2.49 1.88 1.64 0.338 0.912 0.968 0.61 0.44 0.87 0.89 0.65 0.65
CLM4.5 [-] 2.16 2.15 2.50 1.88 1.64 0.336 0.941 0.906 0.61 0.43 0.89 0.87 0.65 0.65
CLM5 [-] 1.99 1.98 2.35 1.88 1.64 0.165 0.863 1.21 0.64 0.46 0.82 0.91 0.66 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 [-] 0.785
CLM4 [-] 0.895 0.889 1.50 0.783 0.730 0.122 0.440 0.466 0.76 0.56 0.96 0.97 0.70 0.75
CLM4.5 [-] 0.896 0.891 1.35 0.783 0.730 0.128 0.427 0.487 0.77 0.57 0.96 0.98 0.69 0.76
CLM5 [-] 0.809 0.806 1.16 0.783 0.730 0.0382 0.485 0.767 0.78 0.53 0.93 0.97 0.72 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 [-] 2.90
CLM4 [-] 4.55 4.58 4.22 3.03 2.07 1.47 1.64 2.45 0.12 0.23 0.59 0.72 0.61 0.41
CLM4.5 [-] 3.75 3.76 3.69 3.03 2.07 0.753 1.09 2.43 0.38 0.29 0.59 0.44 0.69 0.45
CLM5 [-] 3.31 3.30 3.38 3.03 2.07 0.315 0.947 2.60 0.37 0.31 0.57 0.35 0.65 0.43
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 [-] 1.10
CLM4 [-] 1.21 1.22 1.28 1.11 0.755 0.116 0.538 0.602 0.75 0.61 0.96 0.85 0.63 0.74
CLM4.5 [-] 1.26 1.26 1.31 1.11 0.755 0.160 0.521 0.608 0.79 0.61 0.96 0.99 0.63 0.76
CLM5 [-] 1.15 1.16 1.18 1.11 0.755 0.0549 0.507 0.460 0.82 0.60 0.97 0.97 0.75 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 [-] 1.18
CLM4 [-] 1.35 1.34 1.72 1.17 1.30 0.200 0.611 1.12 0.54 0.43 0.81 0.91 0.63 0.62
CLM4.5 [-] 1.26 1.25 1.62 1.17 1.30 0.112 0.534 1.00 0.65 0.45 0.81 0.97 0.67 0.67
CLM5 [-] 1.17 1.17 1.53 1.17 1.30 0.0178 0.531 1.12 0.64 0.46 0.79 0.98 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 [-] 0.325
CLM4 [-] 0.353 0.359 0.781 0.316 0.886 0.0679 0.292 1.43 0.61 0.42 0.85 0.92 0.59 0.64
CLM4.5 [-] 0.355 0.360 0.846 0.316 0.886 0.0716 0.297 1.47 0.61 0.41 0.84 0.92 0.59 0.63
CLM5 [-] 0.346 0.352 0.804 0.316 0.886 0.0614 0.314 1.14 0.63 0.38 0.90 0.93 0.70 0.65
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 [-] 1.31
CLM4 [-] 1.83 1.74 1.73 1.31 1.56 0.437 0.845 1.43 0.41 0.32 0.66 0.85 0.58 0.52
CLM4.5 [-] 1.60 1.52 1.70 1.31 1.56 0.219 0.689 1.59 0.59 0.36 0.62 0.95 0.66 0.59
CLM5 [-] 1.51 1.44 1.65 1.31 1.56 0.132 0.597 1.61 0.66 0.40 0.63 0.97 0.75 0.63
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 [-] 3.05
CLM4 [-] 3.92 3.90 3.39 3.07 1.88 0.787 1.15 1.94 0.25 0.23 0.66 0.99 0.65 0.50
CLM4.5 [-] 3.31 3.30 3.24 3.07 1.88 0.221 0.861 1.92 0.49 0.29 0.67 0.89 0.73 0.56
CLM5 [-] 3.16 3.15 3.10 3.07 1.88 0.0728 0.803 2.40 0.42 0.33 0.59 0.74 0.70 0.52
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 [-] 1.75
CLM4 [-] 2.33 2.31 2.87 1.76 1.88 0.606 0.954 1.25 0.47 0.37 0.79 0.94 0.65 0.60
CLM4.5 [-] 2.06 2.04 2.67 1.76 1.88 0.336 0.795 1.32 0.60 0.39 0.78 0.98 0.67 0.64
CLM5 [-] 1.94 1.92 2.58 1.76 1.88 0.210 0.818 1.89 0.56 0.41 0.68 0.98 0.73 0.63
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 [-] 1.72
CLM4 [-] 2.18 2.21 2.04 1.72 1.51 0.474 0.916 1.00 0.50 0.40 0.87 0.77 0.63 0.60
CLM4.5 [-] 1.89 1.91 1.89 1.72 1.51 0.182 0.722 1.04 0.66 0.43 0.87 0.93 0.68 0.67
CLM5 [-] 1.80 1.82 1.79 1.72 1.51 0.0877 0.716 1.19 0.62 0.45 0.83 0.91 0.70 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 [-] 2.35
CLM4 [-] 2.82 2.85 1.93 2.36 0.992 0.437 0.875 1.71 0.47 0.35 0.69 0.95 0.58 0.57
CLM4.5 [-] 2.46 2.48 1.91 2.36 0.992 0.0842 0.721 1.75 0.62 0.39 0.68 0.99 0.64 0.62
CLM5 [-] 2.32 2.34 1.83 2.36 0.992 -0.0538 0.661 1.67 0.60 0.44 0.69 0.99 0.72 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 [-] 1.50
CLM4 [-] 1.57 1.56 1.86 1.51 1.13 0.0691 0.593 0.468 0.74 0.59 0.96 0.96 0.66 0.75
CLM4.5 [-] 1.53 1.53 1.58 1.51 1.13 0.0335 0.548 0.475 0.77 0.61 0.96 0.98 0.68 0.77
CLM5 [-] 1.27 1.26 1.40 1.51 1.13 -0.233 0.635 0.604 0.71 0.59 0.96 0.94 0.74 0.76

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

Relationships

Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.152 0.230 0.80 0.82 0.81
CLM4.5 [-] 0.154 0.244 0.85 0.87 0.86
CLM5 [-] 0.156 0.200 0.79 0.92 0.85
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.425 0.401 0.72 0.77 0.75
CLM4.5 [-] 0.223 0.258 0.88 0.89 0.88
CLM5 [-] 0.226 0.297 0.88 0.89 0.88
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.321 0.282 0.73 0.83 0.78
CLM4.5 [-] 0.223 0.221 0.83 0.94 0.89
CLM5 [-] 0.221 0.213 0.79 0.87 0.83
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.268 0.285 0.66 0.83 0.75
CLM4.5 [-] 0.285 0.254 0.64 0.82 0.73
CLM5 [-] 0.291 0.248 0.69 0.83 0.76
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.222 0.341 0.79 0.82 0.81
CLM4.5 [-] 0.209 0.342 0.80 0.81 0.80
CLM5 [-] 0.178 0.284 0.91 0.83 0.87
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.432 0.263 0.58 0.65 0.61
CLM4.5 [-] 0.325 0.321 0.69 0.81 0.75
CLM5 [-] 0.251 0.314 0.79 0.92 0.85
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.315 0.379 0.85 0.77 0.81
CLM4.5 [-] 0.274 0.342 0.79 0.84 0.82
CLM5 [-] 0.172 0.267 0.87 0.90 0.89
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.276 0.251 0.73 0.77 0.75
CLM4.5 [-] 0.220 0.218 0.86 0.87 0.86
CLM5 [-] 0.239 0.189 0.91 0.90 0.90
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.168 0.303 0.68 0.70 0.69
CLM4.5 [-] 0.165 0.291 0.70 0.71 0.71
CLM5 [-] 0.182 0.265 0.74 0.73 0.73
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.281 0.313 0.58 0.56 0.57
CLM4.5 [-] 0.222 0.285 0.76 0.71 0.74
CLM5 [-] 0.219 0.259 0.79 0.82 0.80
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.319 0.258 0.73 0.76 0.74
CLM4.5 [-] 0.237 0.257 0.83 0.87 0.85
CLM5 [-] 0.336 0.292 0.85 0.91 0.88
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.361 0.372 0.61 0.70 0.65
CLM4.5 [-] 0.283 0.312 0.72 0.76 0.74
CLM5 [-] 0.311 0.282 0.75 0.84 0.79
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.306 0.325 0.61 0.80 0.70
CLM4.5 [-] 0.198 0.269 0.78 0.88 0.83
CLM5 [-] 0.257 0.308 0.82 0.90 0.86
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.367 0.377 0.81 0.83 0.82
CLM4.5 [-] 0.293 0.350 0.89 0.91 0.90
CLM5 [-] 0.288 0.298 0.88 0.94 0.91
Download Data
SurfaceAirTemperature Hellinger Distance [1]
Precipitation Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
CLM4 [-] 0.281 0.341 0.86 0.87 0.86
CLM4.5 [-] 0.221 0.274 0.88 0.88 0.88
CLM5 [-] 0.265 0.260 0.81 0.83 0.82

Precipitation/GPCP2

Data not available
Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU

Data not available
Data not available
Data not available
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: Mon Jun 30 15:54:17 PDT 2014

  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 GLEAM ET in 0.25x0.25 observations

  title: derived GLEAM ET in 0.5x0.5

  Approach: I simply read et from the raw data files. Meanwhile I converted the original unit to the standard one (mm/day --> Kg/m2/s), binned the original 0.25 degree to the final 0.5 degree resolution and also converted the daily to the monthly, and saved the final file in netcdf format by the month and the year. Derived Data Code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-et-gleam.ncl

  Temporal resolution: monthly

  General information: This product was derived from GLEAM V2A daily 0.25 degree dataset.

  Spatial resolution: 0.5x0.5 degree