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Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu 1 , S. P. Chen 1 , W.H. Yeh 2 1 Institute of Space Science, National Central University, TaoYuan, Taiwan 2 National Space Origination, HsinChu, Taiwan T aiwan Ionospheric Group for Education and Research (TIGER) T aiwan Ionospheric Group for Earthquake Research (TIGER)
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Page 1: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Space Weather of the Ionospheric S4 Scintillation

Tiger J.Y. Liu1, S. P. Chen1, W.H. Yeh2

1Institute of Space Science, National Central University, TaoYuan, Taiwan2National Space Origination, HsinChu, Taiwan

Taiwan Ionospheric Group for Education and Research (TIGER)

Taiwan Ionospheric Group for Earthquake Research (TIGER)

Page 2: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Content

• Introduction

•FORMOSAT-3/COSMIC Ionospheric S4 Scintillation

•Modeling F3/C S4 Scintillation

•Conclusion

Page 3: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

GPS Radio Occultation

αWavelength and amplitude of in the vertical direction

Global 3D structure

Daily sounding:

2500-1500 profiles

Total sounding: 4,000,000+ profiles

Page 4: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Ionospheric F3/C RO Sounding

Page 5: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Ionospheric Scintillation

Basu et al. [JASTP 2002]

2400LT1800LT

1200LT

Page 6: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

FORMOSAT-3/COSMIC S4-index measures signal-to-noise intensity fluctuations from the raw 50-Hz L1 amplitude measurements and these intensity measurements and recorded in a 1-Hz data stream.

: mean RMS intensity within 1 sec (mean value of 50 data)

: a low-pass filtered 1 sec mean RMS intensity(Low-pass filtered , to be short.)

COSMIC calculated S4-index

Density irregularity

𝑆𝑐𝑖𝑛𝑡𝑖𝑙𝑙𝑎𝑡𝑖𝑜𝑛 ∝∆𝑁

𝑁

S4Max

S4Max

Page 7: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Solar minimum of 2008 Liu et al. [SGP 2015]

Page 8: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Solar maximum of 2013 Liu et al. [SGP 2015]

Page 9: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The F-region (i.e. 150-450km) S4max in 2007-2014.

Liu et al. [SGP 2015]

Page 10: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The E-region (i.e. 80-130km) S4max in 2007-2014.

Liu et al. [SGP 2015]

Page 11: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The conversion of the space based F3/C

RO scintillation to the ground-based one.

Liu et al. [SGP 2015]

Page 12: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

A Gnomonic projection of annual mean

diurnal S4max variation

The global S4-index diurnal variation in Gnomonic projection during

(a) solar minimum year 2008, and (b) solar maximum year 2013.

Page 13: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The geographic distribution of S4max in solar minimum

Liu et al. [SGP 2015]

Page 14: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The geographic distribution of S4max in solar maximum

Liu et al. [SGP 2015]

Page 15: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Observation (2007-2014)

Page 16: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

An Empirical Model of the Converted S4 index

• S4 = SDiurnal×SSeasonal×SDip×SF10.7

• Low Latitude and High Latitude

•Diurnal Variation

• Seasonal Variation

• Latitudinal Variation

• Solar activity Variation

•High Latitude

Page 17: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The weighting that combines the low latitude model weight (red

line), and the high latitude model weight (blue line) of the model.

Dash lines depicts the boundary of the low latitudinal part of

±45°dip, the high latitudinal part of±65°dip, and the intersection

points at±55°dip with 50% weighting for each parts.

Low Latitude and High Latitude

Page 18: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The diurnal variation of the F3/C S4-index at dip-equator during

2007-2014 (blue curve) and the model fitting (red curve). The

errorbar denotes±1 standard deviation.

Diurnal Variation

Page 19: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The RMSE between the F3/C S4-index monthly variation at dip-equator during

2007-2014 and the nth-order polynomial retrieval. Note that the RMSE

becomes stable after the 6th-order polynomial retrieval (red circle).

Seasonal Variation: Polynomial Fit

Page 20: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The monthly variation of the F3/C S4-index at dip-equator at selected

longitudinal sectors during 2007-2014 (blue curves) and corresponding 6th-order

polynomial retrievals (red curves). The errorbar denotes±1 standard deviation.

Seasonal Variation

Page 21: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The total mean of F3/C S4-index during 2007-2014, note that the red

solid/dot-line curve indicates the dip-latitudes of the Northern/Southern

High-Latitude S4 peaks along longitudinal direction, the black solid/dash

line is the Northern Low-Latitude peaks and its mirror projection to the

dip-equator as the Southern Low-Latitude peaks.

Latitudinal Variation – 4 Peaks

Page 22: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The F3/C S4-index dip-latitudinal variation (blue curve) and the model simulation

(red curve), which is the summation of the Equatorial part (gray curve), the Low-

latitudinal part (green curve), and the High-latitudinal part (black curve).

Latitudinal Variation

Page 23: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The dip-latitudes of the four major peaks under increasing PF107. The

blue lines indicate F3/C observation, and the red lines are model fitting.

Latitudinal Variation – Solar Activity

Page 24: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The dip-latitudinal distribution of the F3/C S4-index at selected longitudes

during 2007-2014 (blue curves), and the model fitting (red curves).

Latitudinal Variation

Page 25: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The F3/C S4-index collocates with increasing PF107 during 2007-

2014 (blue curve), and the model fitting (red line).

Solar Activity Variation

Page 26: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

The (a) diurnal variation (b) longitudinal variation (c) seasonal variation (d) solar

activity variation of F3/C S4-index in high latitude region (60°-85°dip) of

northern/southern hemisphere (left/right panel) during 2007-2014 (blue curve),

and corresponding model fitting (red line).

High Latitude Part

Diurnal Variation

Longitudinal Variation

Seasonal Variation

Solar Activity Variation

Page 27: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Observation Model Output

Page 28: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Observation

Page 29: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Model Output

Page 30: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

(a) The locations of 3 Space Weather Services (SWS) ground based scintillation observation

sites, which are DARWIN, WEIPA, and NIUE. The red cross at (-14°N, 155°E) is the median

location of the three low latitude sites. (b) The total median S4-index of the SWS network

(blue lines) comparing with F3/C S4-index (black lines) and the model simulated S4-index

(red lines) during the solar minimum, moderate and maximum periods.

Page 31: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

(a) The locations of the 9

SCINDA ground based

scintillation observation sites.

(b) The S4-index of the

SCINDA network (blue lines)

comparing with F3/C S4-index

(black lines) and the model

simulated S4-index (red lines)

in 2013. The errorbar denotes

±1 standard deviation.

Page 32: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Conclusion (I)

• The most prominent signatures of the F3/C S4 max in the E- (F-)region are in middle (equatorial- and low-) latitudes of the Summer J-month (equinox) months.

• The F3/C S4 max in the E-region is mainly contributed by the Es (sporadic-E) layer. Neutral wind is essential!

• The F3/C S4 max in the F-region lies between 20°N and 20°S and expends to higher latitudes in the equinox and D months. E×B plasma fountain is essential!

Page 33: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Conclusion (II)

• The worst case scintillation on the ground appears in the low-latitude of ±30°peaking around ±20°mLat from the post-sunset of 1900 MLT till post-midnight of 0200-0300 MLT.

• The place experienced the worst-case scintillation is the low-latitude ionosphere between South America and Africa.

• An empirical F3/C S4 model (GNSS-S4) has been developed, which needs to be validated and calibrated by ground-based GPS S4 scintillation observations.

Page 34: Space Weather of the Ionospheric S4 Scintillationaoswa4.spaceweather.org/presentationfiles/20161026/G4-1.pdf · Space Weather of the Ionospheric S4 Scintillation Tiger J.Y. Liu1,

Thank you!!!

34

Thank you


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