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 [-] 23.8
norman_atkin_ball-berry_acclim [-] 30.1 29.3 23.8 34.1 24.4 5.51 9.19 1.50 0.294 0.408 0.778 0.704 0.519
norman_atkin_ball-berry_no-acclim [-] 30.3 29.5 23.8 34.3 24.4 5.75 9.27 1.49 0.293 0.410 0.781 0.699 0.518
norman_atkin_medlyn_acclim [-] 29.3 28.5 23.8 33.6 24.4 4.68 8.75 1.49 0.313 0.393 0.781 0.719 0.520
norman_atkin_medlyn_no-acclim [-] 29.7 28.9 23.8 34.0 24.4 5.07 8.89 1.51 0.308 0.398 0.777 0.712 0.519
norman_ryan_ball-berry-acclim [-] 29.7 29.0 23.8 33.8 24.4 5.15 9.05 1.50 0.298 0.404 0.778 0.711 0.519
norman_ryan_ball-berry_no-acclim [-] 29.9 29.2 23.8 34.0 24.4 5.35 9.12 1.51 0.296 0.405 0.776 0.706 0.518
norman_ryan_medlyn-no-acclim [-] 29.1 28.2 23.8 33.5 24.4 4.39 8.68 1.49 0.320 0.388 0.780 0.716 0.518
norman_ryan_medlyn_acclim [-] 28.7 27.9 23.8 33.3 24.4 4.07 8.57 1.48 0.324 0.385 0.781 0.721 0.519
two-stream_atkin_ball-berry_acclim [-] 29.9 29.1 23.8 34.0 24.4 5.30 9.07 1.46 0.296 0.409 0.786 0.713 0.523
two-stream_atkin_ball-berry_no-acclim [-] 30.1 29.4 23.8 34.1 24.4 5.56 9.15 1.48 0.295 0.411 0.783 0.707 0.521
two-stream_atkin_medlyn_acclim [-] 29.1 28.3 23.8 33.5 24.4 4.46 8.63 1.47 0.316 0.394 0.783 0.730 0.524
two-stream_atkin_medlyn_no-acclim [-] 29.5 28.7 23.8 33.8 24.4 4.87 8.76 1.47 0.311 0.399 0.785 0.723 0.523
two-stream_ryan_ball-berry_acclim [-] 29.5 28.7 23.8 33.7 24.4 4.92 8.93 1.49 0.299 0.405 0.781 0.720 0.522
two-stream_ryan_ball-berry_no-acclim [-] 29.7 28.9 23.8 33.8 24.4 5.13 9.00 1.48 0.298 0.406 0.782 0.715 0.522
two-stream_ryan_medlyn_acclim [-] 28.5 27.6 23.8 33.0 24.4 3.79 8.44 1.46 0.327 0.386 0.786 0.733 0.523
two-stream_ryan_medlyn_no-acclim [-] 28.8 27.9 23.8 33.3 24.4 4.14 8.55 1.46 0.323 0.388 0.786 0.727 0.523

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 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
norman_atkin_ball-berry_acclim
Data not available
Data not available
norman_atkin_ball-berry_no-acclim
Data not available
Data not available
norman_atkin_medlyn_acclim
Data not available
Data not available
norman_atkin_medlyn_no-acclim
Data not available
Data not available
norman_ryan_ball-berry-acclim
Data not available
Data not available
norman_ryan_ball-berry_no-acclim
Data not available
Data not available
norman_ryan_medlyn-no-acclim
Data not available
Data not available
norman_ryan_medlyn_acclim
Data not available
Data not available
two-stream_atkin_ball-berry_acclim
Data not available
Data not available
two-stream_atkin_ball-berry_no-acclim
Data not available
Data not available
two-stream_atkin_medlyn_acclim
Data not available
Data not available
two-stream_atkin_medlyn_no-acclim
Data not available
Data not available
two-stream_ryan_ball-berry_acclim
Data not available
Data not available
two-stream_ryan_ball-berry_no-acclim
Data not available
Data not available
two-stream_ryan_medlyn_acclim
Data not available
Data not available
two-stream_ryan_medlyn_no-acclim
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