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Table 1 Model statistics of SIFMplus (top), \(\hbox {SIFMplus}_{{\text {noMLT}}}\) (middle) and \(\hbox {SIFM}_x\) (bottom)

From: A model of Earth’s magnetic field derived from 2 years of Swarm satellite constellation data

 

SW-A

SW-B

SW-C

SW-A – SW-C

N

Mean

RMS

N

Mean

RMS

N

Mean

RMS

N

Mean

RMS

SIFMplus

\(F_{\text {polar}}\)

125,612

−0.36

3.39

125,598

−0.36

3.25

122,775

−0.34

3.40

   

\(F_{\text {non-polar}}\)

427,979

−0.41

2.30

424,364

−0.38

2.28

420,113

−0.46

2.30

   

\(B_r\)

427979

−0.25

1.93

424,364

−0.41

1.99

420,113

−0.24

1.98

   

\(B_\theta \)

427,979

0.30

2.97

424,364

0.28

2.95

420,113

0.32

2.97

   

\(B_\phi \)

427,979

0.02

2.49

424,364

0.01

2.48

420,113

0.02

2.50

   

\(\delta F_{\text {NS, polar}}\)

268,159

−0.01

0.82

259,685

−0.02

0.76

260,085

−0.01

0.82

   

\(\delta F_{\text {NS, non-polar, dark}}\)

325,453

0.00

0.18

322,491

0.01

0.17

317,916

0.00

0.18

   

\(\delta B_{r,{\text {NS, dark}}}\)

215,163

−0.00

0.27

211,622

−0.00

0.27

209,694

−0.01

0.28

   

\(\delta B_{\theta ,{\text {NS, dark}}}\)

215,163

−0.00

0.27

211,622

−0.01

0.26

209,694

−0.00

0.28

   

\(\delta B_{\phi ,{\text {NS, dark}}}\)

215,163

−0.00

0.34

211,622

−0.00

0.34

209,694

−0.00

0.35

   

\(\delta F_{\text {NS, non-polar, sunlit}}\)

356,410

0.02

0.33

355,790

0.01

0.30

349,202

0.01

0.33

   

\(\delta B_{r,{\text {NS, sunlit}}}\)

232,514

−0.00

0.53

232,918

−0.01

0.51

227,049

−0.01

0.53

   

\(\delta B_{\theta ,{\text {NS, sunlit}}}\)

232,514

−0.00

0.58

232,918

−0.00

0.56

227,049

−0.00

0.59

   

\(\delta B_{\phi ,{\text {NS, sunlit}}}\)

232,514

0.00

0.89

232,918

0.01

0.85

227,049

0.00

0.89

   

\(\delta F_{\text {EW, polar}}\)

         

413,933

−0.01

0.70

\(\delta F_{\text {EW, non-polar, dark}}\)

         

538,164

0.06

0.37

\(\delta B_{r, {\text {EW, dark}}}\)

         

344,719

0.01

0.48

\(\delta B_{\theta ,{\text {EW, dark}}}\)

         

344,719

−0.01

0.50

\(\delta B_{\phi ,{\text {EW, dark}}}\)

         

344,719

−0.01

0.58

\(\delta F_{\text {EW, non-polar, sunlit}}\)

         

592,723

0.04

0.48

\(\delta B_{\text {r,EW, sunlit}}\)

         

374,546

0.02

0.80

\(\delta B_{\theta , {\text {EW, sunlit}}}\)

         

374,546

−0.00

0.88

\(\delta B_{\phi ,{{\text {EW, sunlit}}}}\)

         

374,546

0.04

1.62

\(SIFMplus_{{noMLT}}\)

\(F_{\text {polar}}\)

125,612

−0.48

3.78

125,598

−0.45

3.63

122,775

−0.46

3.78

   

\(F_{\text {non-polar}}\)

427,979

−0.64

2.29

424,364

−0.60

2.27

420,113

−0.69

2.31

   

\(B_r\)

427,979

0.07

1.98

424,364

−0.05

1.96

420,113

0.10

2.03

   

\(B_\theta \)

427,979

0.29

2.97

424,364

0.31

2.99

420,113

0.31

2.98

   

\(B_\phi \)

427,979

0.26

2.53

424,364

0.26

2.51

420,113

0.24

2.54

   

\(\delta F_{\text {NS, polar}}\)

268,159

−0.01

0.86

259,685

−0.01

0.79

260,085

−0.01

0.85

   

\(\delta F_{\text {NS, non-polar, dark}}\)

325,453

0.00

0.18

322,491

0.00

0.17

317,916

0.00

0.18

   

\(\delta B_{r,{\text {NS, dark}}}\)

215,163

−0.00

0.27

211,622

0.00

0.26

209,694

−0.00

0.28

   

\(\delta B_{\theta ,{\text {NS, dark}}}\)

215,163

−0.00

0.27

211,622

−0.01

0.27

209,694

−0.00

0.28

   

\(\delta B_{\phi ,{\text {NS, dark}}}\)

215,163

−0.00

0.34

211,622

−0.00

0.34

209,694

0.00

0.35

   

\(\delta F_{\text {NS, non-polar, sunlit}}\)

356,410

0.03

0.34

355,790

0.03

0.31

349,202

0.03

0.34

   

\(\delta B_{r,{\text {NS, sunlit}}}\)

232,514

−0.00

0.53

232,918

−0.01

0.51

227,049

−0.01

0.54

   

\(\delta B_{\theta ,{\text {NS, sunlit}}}\)

232,514

−0.00

0.58

232,918

−0.00

0.56

227,049

−0.00

0.59

   

\(\delta B_{\phi ,{\text {NS, sunlit}}}\)

232,514

0.00

0.89

232,918

0.01

0.85

227,049

0.00

0.89

   

\(\delta F_{\text {EW, polar}}\)

         

413,933

−0.01

0.72

\(\delta F_{\text {EW, non-polar, dark}}\)

         

538,164

0.03

0.37

\(\delta B_{r, {\text {EW, dark}}}\)

         

344,719

0.01

0.48

\(\delta B_{\theta ,{\text {EW, dark}}}\)

         

344,719

−0.01

0.50

\(\delta B_{\phi ,{\text {EW, dark}}}\)

         

344,719

−0.01

0.58

\(\delta F_{\text {EW, non-polar, sunlit}}\)

         

592,723

0.05

0.49

\(\delta B_{\text {r,EW, sunlit}}\)

         

374,546

0.01

0.80

\(\delta B_{\theta ,\text {EW, sunlit}}\)

         

374,546

0.00

0.88

\(\delta B_{\phi ,\text {EW, sunlit}}\)

         

374,546

0.04

1.64

\(SIFM_x\)

\(F_{\text {polar}}\)

125,612

−0.47

3.71

125,598

−0.41

3.54

122,775

−0.44

3.71

   

\(F_{\text {non-polar}}\)

427,979

−0.67

2.30

424,364

−0.64

2.26

420,113

−0.72

2.31

   

\(B_r\)

427,979

0.08

2.00

424,364

0.06

1.98

420,113

0.10

2.05

   

\(B_\theta \)

427,979

0.31

2.95

424,364

0.35

2.96

420,113

0.33

2.96

   

\(B_\phi \)

427,979

0.21

2.51

424,364

0.20

2.49

420,113

0.20

2.52

   

\(\delta F_{\text {NS, polar}}\)

268,159

−0.02

0.85

259,685

−0.01

0.79

260,085

−0.02

0.84

   

\(\delta F_{\text {NS, non-polar, dark}}\)

325,453

0.00

0.18

322,491

0.00

0.17

317,916

0.00

0.18

   

\(\delta F_{\text {NS, non-polar, sunlit}}\)

356,410

0.03

0.34

355,790

0.03

0.31

349,202

0.02

0.34

   

\(\delta F_{\text {EW, polar}}\)

         

413,933

−0.02

0.72

\(\delta F_{\text {EW, non-polar, dark}}\)

         

538,164

0.03

0.36

\(\delta F_{\text {EW, non-polar, sunlit}}\)

         

592,723

0.05

0.49

  1. Number N of data points, (Huber-weighted) mean, and RMS misfit (in nT) of scalar (F), vector \((B_r, B_\theta , B_\phi )\), N-S gradient \((\delta F_{{\text {NS}}}, \delta B_{r,{{\text {NS}}}}, \delta B_{\theta ,{{\text {NS}}}}, \delta B_{\phi ,{{\text {NS}}}})\) and E-W gradient \((\delta F_{{\text {EW}}}, \delta B_{r,{\text {EW}}}, \delta B_{\theta ,{\text {EW}}}, \delta B_{\phi ,{\text {EW}}})\) data, at polar (>\(\pm 55^\circ \)) and non-polar (\(< \pm 55^\circ \)) QD latitudes and for dark (sun at least \(10^\circ \) below horizon) and sunlit conditions