Mean State

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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 31.7
bcc-csm1-1 [-] 37.7 35.3 56.7 31.7 5.61 20.3 1.40 0.506 0.322 0.766 0.948 0.205 0.512
bcc-csm1-1-m [-] 37.9 36.0 58.1 31.7 5.45 20.0 1.28 0.500 0.310 0.782 0.953 0.201 0.509
BNU-ESM [-] 45.9 44.0 59.9 31.7 14.0 24.0 1.22 0.393 0.334 0.765 0.887 0.251 0.494
CanESM2 [-] 34.6 33.8 39.5 31.7 4.35 21.3 1.32 0.490 0.298 0.742 0.926 0.153 0.484
CESM1-BGC [-] 47.0 45.6 61.9 31.7 15.0 23.1 1.18 0.362 0.330 0.817 0.884 0.255 0.496
GFDL-ESM2G [-] 44.4 42.4 61.3 31.7 12.2 26.0 1.30 0.429 0.263 0.773 0.916 0.119 0.461
GFDL-ESM2M [-] 44.1 42.3 58.2 31.7 11.9 26.7 1.33 0.429 0.253 0.773 0.924 0.0967 0.455
HadGEM2-CC [-] 43.6 42.5 55.3 31.8 11.5 21.9 1.22 0.404 0.327 0.798 0.911 0.246 0.502
HadGEM2-ES [-] 44.7 43.6 56.8 31.8 12.7 22.5 1.20 0.390 0.327 0.802 0.906 0.249 0.500
inmcm4 [-] 45.6 44.7 53.8 31.7 14.1 27.4 1.23 0.376 0.240 0.784 0.839 0.144 0.437
IPSL-CM5A-LR [-] 37.7 35.7 53.0 31.7 6.08 19.2 1.16 0.449 0.367 0.788 0.927 0.399 0.550
IPSL-CM5A-MR [-] 38.0 36.1 53.7 31.7 6.17 18.9 1.09 0.455 0.373 0.805 0.929 0.380 0.553
MeanCMIP5 [-] 43.6 41.6 63.4 31.7 10.9 15.9 0.982 0.462 0.470 0.818 0.947 0.748 0.653
MIROC-ESM [-] 45.5 45.1 49.8 31.7 15.9 26.4 1.26 0.363 0.340 0.759 0.846 0.305 0.492
MIROC-ESM-CHEM [-] 45.5 45.1 49.5 31.7 15.8 26.2 1.28 0.366 0.344 0.758 0.846 0.307 0.494
MPI-ESM-LR [-] 39.9 39.4 45.2 31.7 9.88 21.8 1.20 0.410 0.315 0.791 0.891 0.192 0.486
MRI-ESM1 [-] 39.6 38.4 53.5 31.7 7.46 20.1 1.33 0.461 0.342 0.762 0.917 0.269 0.515
NorESM1-M [-] 46.5 44.6 63.1 31.7 14.0 23.7 1.28 0.381 0.330 0.781 0.871 0.284 0.496
NorESM1-ME [-] 46.3 44.4 63.3 31.7 13.7 23.9 1.30 0.378 0.327 0.783 0.870 0.263 0.491
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 87.1
bcc-csm1-1 [-] 69.7 69.4 70.5 87.1 -17.1 36.8 2.12 0.172 0.0506 0.680 0.485 0.0768 0.253
bcc-csm1-1-m [-] 74.3 74.2 76.7 87.1 -12.5 37.0 1.80 0.162 0.0389 0.726 0.475 0.0839 0.254
BNU-ESM [-] 99.4 100. 88.5 87.1 12.7 35.6 2.47 0.199 0.0626 0.603 0.394 0.175 0.249
CanESM2 [-] 63.7 63.8 50.8 87.1 -22.9 47.0 3.33 0.143 0.0265 0.431 0.368 0.0636 0.176
CESM1-BGC [-] 104. 105. 97.1 87.1 17.7 33.4 1.72 0.126 0.0595 0.755 0.441 0.167 0.268
GFDL-ESM2G [-] 81.4 81.0 86.1 87.1 -5.77 44.3 2.70 0.285 0.0167 0.562 0.637 0.0465 0.261
GFDL-ESM2M [-] 79.6 79.9 72.4 87.1 -7.34 45.7 2.58 0.269 0.0154 0.587 0.548 0.0188 0.242
HadGEM2-CC [-] 109. 110. 96.3 87.1 22.2 33.1 1.69 0.105 0.128 0.746 0.459 0.219 0.297
HadGEM2-ES [-] 110. 111. 99.7 87.1 23.4 32.5 1.75 0.109 0.132 0.744 0.506 0.257 0.313
inmcm4 [-] 124. 125. 111. 87.1 37.5 55.3 2.34 0.0699 0.0331 0.635 0.307 0.138 0.203
IPSL-CM5A-LR [-] 89.7 89.6 86.1 87.1 2.53 35.8 2.84 0.147 0.0918 0.519 0.241 0.288 0.230
IPSL-CM5A-MR [-] 88.6 88.3 85.5 87.1 1.57 38.9 2.55 0.104 0.0994 0.583 0.183 0.350 0.236
MeanCMIP5 [-] 93.1 93.2 90.1 87.1 5.95 22.9 2.61 0.265 0.125 0.568 0.665 0.799 0.425
MIROC-ESM [-] 93.1 94.2 75.6 87.1 7.10 36.5 2.64 0.184 0.0836 0.576 0.341 0.196 0.244
MIROC-ESM-CHEM [-] 93.3 94.2 76.6 87.1 7.08 35.3 2.32 0.185 0.0829 0.643 0.352 0.202 0.258
MPI-ESM-LR [-] 85.4 86.5 62.0 87.1 -0.143 39.6 2.74 0.202 0.0452 0.551 0.272 0.0575 0.196
MRI-ESM1 [-] 102. 102. 90.7 87.1 14.5 26.9 2.99 0.102 0.105 0.505 0.442 0.189 0.242
NorESM1-M [-] 101. 101. 95.9 87.1 14.2 32.8 2.08 0.183 0.0690 0.681 0.456 0.202 0.277
NorESM1-ME [-] 101. 101. 96.1 87.1 14.0 33.5 1.68 0.193 0.0679 0.753 0.446 0.176 0.284

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
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BENCHMARK INTERANNUAL VARIABILITY
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MODEL INTERANNUAL VARIABILITY
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INTERANNUAL VARIABILITY SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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SEASONAL CYCLE SCORE
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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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
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All Models

Benchmark
Data not available
Data not available
bcc-csm1-1
Data not available
Data not available
bcc-csm1-1-m
Data not available
Data not available
BNU-ESM
Data not available
Data not available
CanESM2
Data not available
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CESM1-BGC
Data not available
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GFDL-ESM2G
Data not available
Data not available
GFDL-ESM2M
Data not available
Data not available
HadGEM2-CC
Data not available
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HadGEM2-ES
Data not available
Data not available
inmcm4
Data not available
Data not available
IPSL-CM5A-LR
Data not available
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IPSL-CM5A-MR
Data not available
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MeanCMIP5
Data not available
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MIROC-ESM
Data not available
Data not available
MIROC-ESM-CHEM
Data not available
Data not available
MPI-ESM-LR
Data not available
Data not available
MRI-ESM1
Data not available
Data not available
NorESM1-M
Data not available
Data not available
NorESM1-ME
Data not available
Data not available

Data Information

  Title:
Derived Optimal Linear Combination Evapotranspiration v1.0

  Institution:
Climate Change Research Center (CCRC) - UNSW - Sydney - Australia

  Source:
ET from GLEAM, MOD16, MPIBGC and PML datasets and observations from FLUXNET

  History:
2017-01-08 17:24:33 v1.0

  References:
Hobeichi, Sanaa, 2017: Derived Optimal Linear Combination Evapotranspiration v1.0 . NCI National Research Data Collection , doi:10.4225/41/58980b55b0495 Hobeichi, S., Abramowitz, G., Evans J. and A. Ukkola. Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate (in prep.)

  Conventions:
CF-1.6, ACDD-1.3

  Description:
DOLCE monthly evapotranspiration product derived by combining DOLCE tier1, tier2 and tier3

  Summary:
Monthly evapotranspiration and its associated uncertainty on a global scale for 2000

  License:
http://creativecommons.org/licenses/by-nc-nd/4.0/

  Id:
http://dx.doi.org/10.4225/41/58980b55b0495

  Product_version:
1.0

  Contact:
s.hobeichi@student.unsw.edu.au

  Organisation:
ARC Centre of Excellence for Climate System Science

  Keywords:
Meteorology, Climatology, Land Surface Processes, Land Surface Models, Evapotranspiration

  Date_created:
2017-02-01

  Creator_name:
Sanaa Hobeichi

  Creator_email:
s.hobeichi@student.unsw.edu.au

  Publisher_name:
ARCCSS data manager

  Publisher_email:
paola.petrelli@utas.edu.au

  Time_coverage_start:
2000-01-01

  Time_coverage_end:
2000-12-31

  Geospatial_lat_min:
-90.0

  Geospatial_lat_max:
90.0

  Geospatial_lon_min:
-180.0

  Geospatial_lon_max:
180.0