7. Model Products and Data Assimilation in Validation - SMAP - NASA
7. Model Products and Data Assimilation in Validation - SMAP - NASA
7. Model Products and Data Assimilation in Validation - SMAP - NASA
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L<strong>and</strong> surface temperature (LST) assimilation:<br />
Interpret<strong>in</strong>g <strong>in</strong>novations<br />
Mean of <strong>in</strong>novations [K]<br />
(CLSM only)<br />
Std-dev of norm.<br />
<strong>in</strong>novations [-]<br />
(CLSM only)<br />
Target<br />
value<br />
`<br />
without<br />
with<br />
a priori scal<strong>in</strong>g<br />
Without a priori scal<strong>in</strong>g,<br />
strong bias rema<strong>in</strong>s.<br />
`<br />
without<br />
with<br />
a priori scal<strong>in</strong>g<br />
Input model <strong>and</strong>/or obs<br />
error std-dev are too small.<br />
b0, b8:<br />
without/with<br />
dyn bias corr<br />
Reichle et al. (2010), JHM, doi:10.1175/2010JHM1262.1.
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