Mean State

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Period Mean (original grids) [kg m-2]
Model Period Mean (intersection) [kg m-2]
Benchmark Period Mean (intersection) [kg m-2]
Model Period Mean (complement) [kg m-2]
Benchmark Period Mean (complement) [kg m-2]
Bias [kg m-2]
RMSE [kg m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.9
ACCESS-ESM1-5 [-] 20.6 19.9 23.9 28.5 22.7 -4.01 6.11 1.77 0.309 0.546 0.743 0.983 0.625
CESM2 [-] 28.1 30.0 23.9 32.7 18.8 6.12 8.38 1.29 0.332 0.475 0.815 0.658 0.551
ENSEMBLE-CMIP6 [-] 22.7 22.5 23.9 22.6 -1.47 4.14 0.922 0.447 0.601 0.878 0.989 0.703
NorESM2-LM [-] 25.8 30.0 23.9 21.0 6.06 8.82 1.38 0.322 0.462 0.802 0.632 0.536
UKESM1-0-LL [-] 19.1 20.8 23.9 13.4 21.1 -3.13 7.44 1.46 0.275 0.466 0.795 0.841 0.569

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
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 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
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
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All Models

Benchmark
Data not available
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ACCESS-ESM1-5
Data not available
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CESM2
Data not available
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ENSEMBLE-CMIP6
Data not available
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NorESM2-LM
Data not available
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UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Observation-based global multilayer soil moisture products for 1970 to 2016

  Version:
1

  Institutions:
Oak Ridge National Laboratory

  Source:
Offline land surface models, reanalysis, and satellite soil moisture datasets combined using the Optimal Linear Combination technique of Hobeichi, 2018 (doi:10.5194/hess-22-1317-2018)

  History:
2021-09-14: downloaded https://drive.google.com/file/d/1-v8QmowHzZrvUHWUdmSJw5rtwfxYJnfA/view?usp=sharing
2021-09-14: selected top 10cm, converted unit from vol-% to kg m-2

  References:
Wang, Y. and Mao, J. and Jin, M. and Hoffman, F. M. and Shi, X. and Wullschleger, S. D. and Dai, Y. (2021), Development of observation-based global multilayer soil moisture products for 1970 to 2016, Earth System Science Data, 4385--4405, 10.5194/essd-13-4385-2021

  Comments:
time_period: 1970-01 through 2016-12
temporal_resolution: monthly
spatial_resolution: 0.5 degree
units: kg m-2

  Convention:
CF-1.8