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CDAAC ionospheric products and their applications

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<strong>CDAAC</strong> <strong>ionospheric</strong> <strong>products</strong> <strong>and</strong><br />

<strong>their</strong> <strong>applications</strong><br />

Bill Schreiner, Xin’an Yue, S. Sokolovskiy, C. Rocken,<br />

D. Hunt, Y-H.Kuo<br />

COSMIC Program Office<br />

<strong>CDAAC</strong> (COSMIC Data Analysis <strong>and</strong> Archive Center)<br />

UCAR<br />

IRI2009 Workshop Nov 2-7, 2009<br />

Kagoshima, Japan


Outline<br />

� COSMIC <strong>and</strong> <strong>CDAAC</strong> Overview<br />

� Scientific research using <strong>CDAAC</strong><br />

ionosphere <strong>products</strong><br />

� Future Plans<br />

2


COSMIC at a Glance<br />

� Constellation Observing System for Meteorology<br />

Ionosphere <strong>and</strong> Climate<br />

� Joint US, Taiwan Mission (FORMOSAT-3)<br />

� 6 Satellites launched in Apr 2006<br />

� Orbits: alt=800km, Inc=72deg, ecc=0, ∆Ω=30deg<br />

� GPS Radio Occultation Receiver:<br />

o Refractivity<br />

o Pressure, Temperature, Humidity<br />

o Absolute TEC<br />

o Electron Density Profiles (EDP)<br />

o Ionospheric Scintillation (S4 amplitude)<br />

• Tiny Ionospheric Photometer (TIP) – Radiances<br />

• Tri-B<strong>and</strong> Beacon Transmitter<br />

� Demonstrate quasi-operational GPS limb sounding with<br />

global coverage in near-real time<br />

� Climate Monitoring<br />

� Useful for many <strong>ionospheric</strong> studies<br />

3


<strong>CDAAC</strong> File types in RED<br />

LEO data Level 0--level 1<br />

Fiducial<br />

data<br />

POD (Orbits<br />

<strong>and</strong> clocks)<br />

podTec (TEC)<br />

scnLv1 (S4)<br />

tipLv1 (Radiance)<br />

<strong>CDAAC</strong> Processing Flow<br />

Atmospheric processing<br />

Excess Phase<br />

Ionospheric processing<br />

Excess Phase<br />

Processing<br />

atmPhs atmPrf<br />

Full Spectrum<br />

Abel Inversion<br />

(S4)<br />

Real time Task Scheduling Software<br />

ionPhs<br />

(L1,L2<br />

amp/phase)<br />

Abel Inversion<br />

ionPrf<br />

(EDPs)<br />

wetPrf<br />

1-D Var<br />

Moisture<br />

Correction<br />

Profiles<br />

bfrPrf<br />

Combination<br />

with other data<br />

4


<strong>CDAAC</strong> processing data for these<br />

Radio Occultation missions<br />

COSMIC CHAMP GPSMET<br />

GRACE SAC-C TerraSAR-X<br />

Metop/GRAS,<br />

others available soon<br />

5


� By using these <strong>CDAAC</strong> observations, many scientific<br />

works have been done, including:<br />

1. Data comparison <strong>and</strong> validation<br />

2. Model validation<br />

3. Ionosphere climatology/Ionosphere weather/space weather<br />

4. Topside ionosphere/plasmasphere<br />

5. Ionosphere scintillation/Es<br />

6. Ionosphere-atmosphere coupling<br />

7. Data assimilation <strong>and</strong> other <strong>applications</strong><br />

8. ……………………….<br />

6


Electron Density Profiles<br />

• Electron Density Profiles, EDPs (level2:ionPrf)<br />

- Number ~2.7M: COSMIC (4/06-9/09: 2.4M), CHAMP (5/01-10/08: 300,000)<br />

- Abel Inversion assumes spherical symmetry: Significant inversion errors below F2 layer<br />

- NOTE: Fixed COSMIC level0->level1a s/w bug, corrected noisy profiles after 2008.001<br />

- Quality Control still needs<br />

improvement<br />

Lei et al.,<br />

2006JA012240<br />

7<br />

Unit: 1×10 5 /


Tsai et al. [2009RS004154] constructed a new<br />

EDPs model (TWIM) using COSMIC<br />

8


Profile modeling: >2.5 million profiles<br />

Eg. Estimation of IRI profile parameters from COSMIC EDPs<br />

Liu et al., 2008JA013490<br />

9


Ionosphere High Transition Height (in progress)<br />

� Method: Assume the diffusion equilibrium of O+ in the topside. Obtain the scale height of<br />

O+ from the profile <strong>and</strong> then calculate the profile of O+. [Kutiev et al., 2004]<br />

� HTH comparison between COSMIC <strong>and</strong> C/NOFS observations for the same latitude region<br />

<strong>and</strong> time period: Lat [-13 13], June-August, 2008<br />

COSMIC<br />

C/NOFS<br />

The maximum of COSMIC HTH during daytime is about 100km lower than C/NOFS (this may<br />

10<br />

be related with the error of our method). Note: C/NOFS has a much smaller sample


• Absolute TEC (level1b:podTec)<br />

Absolute TEC Data<br />

- Number > 3.2M: COSMIC (4/06-9/09: ~3M),<br />

CHAMP (5/01-10/08: 200,000)<br />

- NOTE: Fixed COSMIC level1a->level1b s/w<br />

bug <strong>and</strong> reprocessed 2008.001 onwards<br />

resulting in 700,000 more arcs<br />

- Absolute accuracy ~ 1-3 TECU,<br />

- Relative accuracy ~ 0.0024 TECU at 1-Hz<br />

sampling (COSMIC: 2009.001-004)<br />

- Quality Control is good<br />

COSMIC trans<strong>ionospheric</strong><br />

radio links<br />

for a 100-min period,<br />

June 29, 2007<br />

11


Ionosphere top-side response to the 15 December 2006<br />

storm by COSMIC podTec<br />

Pedatella et al., 2009<br />

12


Ionosphere response to sudden stratosphere warming<br />

(~Jan 20, 2009) seen in topside ionosphere<br />

• Topside TEC (> 800 km) in the<br />

topside increase in the morning<br />

• TEC decreases in the afternoon<br />

• This results agrees with study of<br />

ground-based GPS [Goncharenko et<br />

al. 2009,CEDAR meeting]<br />

• NEW: Topside TEC is good<br />

evidence that the SSW affects the<br />

ionosphere by changing the tides <strong>and</strong><br />

then the electric field in ionosphere<br />

(only EXB can reach high altitude)<br />

Deviation (TECU)<br />

vTEC(SSW month) - vTEC(preSSW month)<br />

13


• Scintillation S4 (level2:atmPrf)<br />

Scintillation Data<br />

- Computed from 50-Hz Occultation L1 SNR observations (60-80 km alt)<br />

- Number: COSMIC (4/06-3/09: ~2M), CHAMP (5/01-10/08: 393,000), GRACE<br />

(11/06-3/09: 90,000), GPSMET (5/95-2/97: ~5,000: ~4,000 AS)<br />

• COSMIC Scintillation S4 (level1b:scnLv1)<br />

- Downloaded 1-Hz values from all line of sites (based on 50-Hz L1 SNR)<br />

- Number: > 4.5M LEO-GPS arcs<br />

Scintillation from level1b:scnLv1 (9-sec averages)<br />

E layer F layer<br />

14


Tiny Ionospheric Photometer<br />

• COSMIC Calibrated TIP radiances (level1b:tipLv1)<br />

- TIP payload off for FM2/3<br />

- > 1400 hours of data<br />

COSMIC TIP: 2006-2009, ~1400 hours<br />

Auroral Oval seen both by TIP (left)<br />

<strong>and</strong> low altitude EDPs (right)<br />

Tsai et al., 2009<br />

15


� Future plan for the <strong>CDAAC</strong>:<br />

1. Add more satellite missions<br />

2. Improve the data retrieval method <strong>and</strong> data quality control<br />

3. Continue to provide free data <strong>and</strong> more convenient way to get<br />

the data<br />

4. Just had 4 th FormoSat-3/COSMIC Data Users WS, see website<br />

16


COSMIC Data Access<br />

COSMIC Web site http://www.cosmic.ucar.edu<br />

• Select the 'Sign Up ' link under<br />

COSMIC<br />

• Accept data use agreement<br />

• E-mail will be sent within 2-3<br />

business days to indicate<br />

access has been granted<br />

• Raw Data from multiple missions<br />

• TEC, EDPs, S4, TIP in NetCDF<br />

format<br />

• On-line SQL database, analysis tools<br />

<strong>and</strong> data download<br />

• Unidata LDM access<br />

http://www.unidata.ucar.edu/Projects/<br />

COSMIC/data_opportunity.html<br />

17


• NSF<br />

Acknowledgments<br />

• Taiwan’s NSPO<br />

• NASA/JPL, NOAA, USAF, ONR, NRL<br />

• Broad Reach Engineering<br />

18

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