Table 1 List of inputs for both models.

From: Uncertainty quantification techniques for data-driven space weather modeling: thermospheric density application

HASDM

CHAMP

Solar

Geomagnetic

Temporal

Solar

Geomagnetic

Spatial/temporal

\(F_{10}\), \(S_{10}\),

\(a_{pA}\), \(a_p\), \(a_{p3}\),

\(t_1\), \(t_2\),

\(F_{10}\), \(S_{10}\),

SYM-H,

\(LST_1\), \(LST_2\),

\(M_{10}\), \(Y_{10}\),

\(a_{p6}\), \(a_{p9}\), \(a_{p12-33}\),

\(t_3\), \(t_4\)

\(M_{10}\), \(Y_{10}\),

\(S_N\), \(S_S\)

LAT, ALT,

\(F_{81c}\), \(S_{81c}\),

\(a_{p36-57}\), Dst\(_A\), Dst,

 

\(F_{81c}\), \(S_{81c}\),

 

\(t_1\), \(t_2\),

\(M_{81c}\), \(Y_{81c}\)

Dst\(_3\), Dst\(_6\), Dst\(_9\),

 

\(M_{81c}\), \(Y_{81c}\)

 

\(t_3\), \(t_4\)

 

Dst\(_{12}\), Dst\(_{15}\), Dst\(_{18}\), Dst\(_{21}\)