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. Author manuscript; available in PMC: 2020 Jul 10.
Published in final edited form as: Remote Sens (Basel). 2017 Nov 17;9(11):1179. doi: 10.3390/rs9111179

Table 3.

Overview of the soil moisture (SM) model and data assimilation experiments.

Experiment Name Observations assimilated Bias correction Model configuration
OL none n/a Nature Run v5
DA-NN SMAP NN SM n/a* Nature Run v5
DA-NN-lCDF SMAP NN SM local CDF-matching Nature Run v5
DA-L2P-gCDF SMAP L2P SM global CDF-matching Nature Run v5
OL-L4 None n/a Nature Run v4
DA-L4 SMAP Tb seasonal climatology matching Nature Run v4
*

global bias correction implicit