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Table 1 Summary of TMD and electron density (Ne) correlation coefficient of reference (R\(_r\)) and analysis (R\(_a\)) and RMSE improvement (IMP) for along the orbit of different satellites observations

From: Improving estimates of the ionosphere during geomagnetic storm conditions through assimilation of thermospheric mass density

Satellite

Parameter

R\(_r\)

R\(_a\)

IMP\(_q\) (%)

IMP\(_m\) (%)

IMP\(_r\) (%)

IMP\(_s\) (%)

Swarm-B

TMD (400km)

0.63

0.82

18

32

52

35

Swarm-C

TMD (400km)

0.61

0.83

19

38

59

40

Swarm-A

Ne

0.43

0.71

2

3

33

8

GRACE

Ne

0.67

0.85

13

12

52

22

  1. Improvement is separated by storm phases: quiet, main, recovery (q,m,r) and the complete storm (s)