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Institute for Astronomical and Physical Geodesy 1 Newcastle, 30.06.2010 Modeling Earth radiation pressure and its impact on GPS orbits and ground tracking stations Carlos Rodriguez- Solano Urs Hugentobler Peter Steigenberger Tim Springer Bernese GPS Software NAPEOS Software

Modeling Earth radiation pressure and its impact on GPS orbits and ground tracking stations

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Modeling Earth radiation pressure and its impact on GPS orbits and ground tracking stations. Carlos Rodriguez-Solano Urs Hugentobler Peter Steigenberger. Tim Springer. Bernese GPS Software. NAPEOS Software. l. Angle satellite – Earth – Sun:. - PowerPoint PPT Presentation

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Page 1: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 1

Newcastle, 30.06.2010

Modeling Earth radiation pressure

and its impact on

GPS orbits and ground tracking stations

Carlos Rodriguez-Solano

Urs Hugentobler

Peter Steigenberger

Tim Springer

Bernese GPS Software NAPEOS Software

Page 2: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 2

Newcastle, 30.06.2010

1 Motivation

● GPS – SLR orbit anomaly: 4 – 5 cm

● SLR residuals for GPS satellites (mean subtracted) in a Sun-fixed reference frame show a peculiar pattern:

Urschl et al. (2008)l

Angle satellite – Earth – Sun:

.coscoscos 0 u

Page 3: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 3

Newcastle, 30.06.2010

1 Motivation

● More recently …

● SLR range residuals based on reprocessed ESOC orbit series 1995.0 – 2009.0

● SLR and GPS agree very well!

● Only a small bias (~1.8 cm) and eclipse season (attitude) effects remain

Page 4: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 4

Newcastle, 30.06.2010

1 Motivation

● Orbit-related frequencies on geodetic time series GPS draconitic year

● Station coordinates

(> 200 IGS sites).

Also computed by:

Ray et al. (2009)

● Geocenter position.

Also pointed out by:

Hugentobler et al. (2006)

● 9 years of tracking data: 2000.0 – 2009.0

13.65 ± 0.02 daysPenna et al. (2007):13.66 days

Page 5: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 5

Newcastle, 30.06.2010

2 Earth Radiation Model

● Computation of Irradiance [W/m2] at satellite position, assuming:

– Earth scattering properties approximated as a Lambertian sphere

– emitted and reflected radiation infrared and visible radiation

● Types of models:

1) Analytical: Constant albedo, Earth as point source only radial acceleration:

2) Numerical: Constant albedo, finite Earth radius

3) Latitude-dependent reflectivity and emissivity

4) Latitude-, longitude- and time-dependent reflectivity and emissivity from NASA CERES project

r

hR

EAhE

E

sunEAERM ˆ

4

1sincos

3

2,

22

AE = πRE2, RE = 6378 km, ESUN = 1367 W/m2, h = satellite altitude, α = albedo (≈ 0.3)

Page 6: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 6

Newcastle, 30.06.2010

● CERES (Clouds and Earth's Radiant Energy System)

NASA EOS project

Reflectivity

Emissivity

● CERES data, monthly averages, July 2007

http://science.larc.nasa.gov/ceres/

2 Earth Radiation Model

Page 7: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 7

Newcastle, 30.06.2010

Min.

Diff.:

Max.

Diff.:

-3.2% +3.7%

-6.7% +10.8%

-7.4% +14.0%

E4: CERES data(August 2007)

E3: Latitude dependency

E2: Numerical, constant albedo

E1: Analytical, constant albedo

2 Earth Radiation Model

Page 8: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 8

Newcastle, 30.06.2010

3 GPS Satellite Model

● Box-wing model

● Three main satellite surfaces:1) +Z side, pointing always to the Earth2) Front-side of solar panels, pointing always to the Sun3) Back-side of solar panels

● Main dependency on angle ψ satellite – Earth – Sun

Page 9: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 9

Newcastle, 30.06.2010

4 Acceleration on the Satellites

● Earth radiation and satellite models of increasing complexityfor PRN06 and β0 = 20.2°

Along track acceleration [m/s2]

Cross track acceleration [m/s2]Radial acceleration [m/s2]

Page 10: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 10

Newcastle, 30.06.2010

● Key factors can be already identified:- No large differences between Earth radiation models

- Analytical box-wing model with block specific optical properties and with antenna thrust

● Most important factor box-wing (solar panels change drastically w.r.t. the Earth over one revolution)

● Magnitude of acceleration compared to solar radiation pressure is just 1-2 %

● But if the change of acceleration (minimum to maximum) is compared the effect is up to 20% of the solar radiation pressure

Solar radiation pressure solar panels are fixed, bus changes orientationEarth radiation pressure bus is fixed, solar panels change orientation

● Comparable to Y-bias effect (1x10-9 m/s2)

4 Acceleration on the Satellites

Page 11: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 11

Newcastle, 30.06.2010

● Implementation of a priori acceleration in the Bernese GPS Software

● Computation of GPS orbits as done by CODE for one year (2007) of tracking data

● Orbit differences = perturbed orbit (with albedo) – reference orbit (without albedo)

● Simplest model

● Earth radiation:

- Analytical

● GPS satellite:

- Cannon-ball

PRN05

PRN06

5 Impact on the Orbits

Page 12: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 12

Newcastle, 30.06.2010

● Implementation of apriori acceleration in the Bernese GPS Software

● Computation of GPS orbits as done by CODE for one year (2007) of tracking data

● Orbit differences = perturbed orbit (with albedo) – reference orbit (without albedo)

● Most complex model

● Earth radiation:

- CERES data

● GPS satellite:

- Num. Box-Wing

- Block specific

- Antenna thrust

PRN05

PRN06

5 Impact on the Orbits

Page 13: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 13

Newcastle, 30.06.2010

● Orbit differences = perturbed orbit (with albedo) – reference orbit (without albedo)

● Comparable with SLR – GPS residuals in a Sun-fixed reference frame (β0 and ∆u)

5 Impact on the Orbits

Urschl et al. (2008)

Page 14: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 14

Newcastle, 30.06.2010

● SLR validation: SLR measurements – GPS orbits

● SLR-GPS orbit anomaly mean reduction of 16 mm - 1.1 cm albedo (TUM, ESA) - 0.5 cm antenna thrust (TUM)

5 Impact on the Orbits

● TUM:

● ESA:

Page 15: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 15

Newcastle, 30.06.2010

6 Impact on the Ground Stations

Page 16: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 16

Newcastle, 30.06.2010

6 Impact on the Ground Stations

● Change of spectra for the North coordinates, > 200 IGS sites and 9 years of tracking data

● Main reduction on the sixth peak

● Where the other peaks come from? Solar radiation pressure?

● Why this pattern on the North stations residuals?

Page 17: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 17

Newcastle, 30.06.2010

● Orbit residuals (NORTH) as a function of latitude and DOY

● Mainly effect of cross-track component orientation of solar panel

● Almost direct effect of the orbits (cross-track) on the ground stations positions

● Systematic “deformation” of the Earth

6 Impact on the Ground Stations …and Orbits

Page 18: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 18

Newcastle, 30.06.2010

7 Impact on the LOD

● Change of Length of Day (LOD) due to Earth radiation pressure around 10 µs

● Effect on other geodetic parametersimportance of orbit modeling

Page 19: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 19

Newcastle, 30.06.2010

● Earth radiation pressure has a non-negligible effect on GPS orbits (1x10-9 m/s2) comparable to Y-bias on ground stations (mainly North) at the submillimeter level

● Albedo causes a mean reduction of the orbit radius of about 1 cm

● The largest impact in periodic variations is caused by the solar panels Use of a box-wing satellite model is a must

● Different Earth radiation models as well as satellite model details have a small impact on the orbits

● Albedo can partially explain the peculiar pattern observed in SLR residuals ● Recommendation for an adequate but simple modelling:

Earth radiation model with CERES data (or alternatively the analytical model for constant albedo) Analytical box-wing model with block specific optical properties and with antenna thrust

8 Conclusions

Page 20: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 20

Newcastle, 30.06.2010

9 References

Fliegel H, Gallini T, Swift E (1992) Global Positioning System Radiation Force Model for Geodetic Applications. Journal of Geophysical Research 97(B1): 559-568

Fliegel H, Gallini T (1996) Solar Force Modelling of Block IIR Global Positioning System satellites. Journal of Spacecraft and Rockets 33(6): 863-866

Hugentobler U, van der Marel, Springer T (2006) Identification and mitigation of GNSS errors. Position Paper, IGS 2006 Workshop Proceedings

Knocke PC, Ries JC, Tapley BD (1988) Earth radiation pressure effects on satellites. Proceedings of AIAA/AAS Astrodynamics Conference: 577-587

Press W, Teukolsky S, Vetterling W, Flannery B (1992) Numerical Recipes in Fortran 77, 2nd edn. Cambridge University Press

Ray J, Altamimi Z, Collilieux X, van Dam T (2008) Anomalous harmonics in the spectra of GPS position estimates. GPS Solutions 12: 55-64

Rodriguez-Solano CJ, Hugentobler U, Steigenberger P (2010) Impact of Albedo Radiation on GPS Satellites. IAG Symposium – Geodesy for Planet Earth, accepted

Urschl C, Beutler G, Gurtner W, Hugentobler U, Schaer S (2008) Calibrating GNSS orbits with SLR tracking data. Proceedings of the 15th International Workshop on Laser

Ranging: 23-26

Ziebart M, Sibthorpe A, Cross P (2007) Cracking the GPS – SLR Orbit Anomaly. Proceedings of ION-GNSS-2007: 2033-2038

Page 21: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 21

Newcastle, 30.06.2010

1 Motivation

● Consistent bias of 4 – 5 cm

The GPS – SLR Orbit Anomaly.

Ziebart et al. (2007)

Page 22: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 22

Newcastle, 30.06.2010

1 Motivation

Power Spectrum Estimation Using the FFT

Use of Discrete FFT instead of Lomb-Scargle periodogram

Why?

Data has the same time spacing (1 day) but problem with data missing

FFT still appropiate if data is missing and e.g. set to zero

Lomb-Scargle periodogram robust if time spacing is not the same, e.g. in astronomical measurements

As expected results are very similar using both methods

but Power Spectrum using FFT is much faster and simpler

Press et al. (1992)

Page 23: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 23

Newcastle, 30.06.2010

1 Motivation

Page 24: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 24

Newcastle, 30.06.2010

1 Motivation

● Period:

27.6 +/- 0.1 days

Page 25: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 25

Newcastle, 30.06.2010

only reflection

only emission

● Comparison of analytical and numerical models for constant albedo:

- Different albedos of the Earth

2 Earth Radiation Model

Page 26: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 26

Newcastle, 30.06.2010

● Comparison of analytical and numerical models for constant albedo:

- Different satellite altitudes

2 Earth Radiation Model

Page 27: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 27

Newcastle, 30.06.2010

E3 – E4

E2 – E4

E1 – E4

2 Earth Radiation Model

Page 28: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 28

Newcastle, 30.06.2010

● General radiation pressure model from Fliegel et al. (1992,1996)

● Analytical model assuming Earth radiation to be purely radial Acceleration acting on the satellites

Satellite Bus

Solar Panels

,13

21

c

E

M

Af r

2coscos1

3

21cos

c

E

M

Af r

.2sinsin13

2cos

c

E

M

Af r

A: area of satellite surface ψ: angle satellite – Earth – Sun

M: mass of satellite μ: specularity, 0 diffuse to 1 specular

E: Earth‘s irradiance ν: reflectivity, 0 black to 1 white

c: velocity of light in vacuum

3 GPS Satellite Model

Page 29: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 29

Newcastle, 30.06.2010

● Simpler model: cannon-ball model (no solar panels) average over ψ

● More sophisticated model: Numerical box-wing model considering the full disc of the Earth (not purely radial radiation)

● In total three GPS satellite models:- S1: cannon-ball- S2: analytical box-wing - S3: numerical box-wing

● Additionally consideration of:- B: block specific dimensions and optical properties- A: thrust due to navigation antennas

● Many possibilities: 4 Earth radiation models

3 GPS satellite models

2 extras (turn on/off)

4 Acceleration on the Satellites

Page 30: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 30

Newcastle, 30.06.2010

4 Acceleration on the Satellites

● Earth radiation and satellite models of increasing complexityfor PRN06 and β0 = 20.2°

Along track acceleration [m/s2]

Cross track acceleration [m/s2]Radial acceleration [m/s2]

Page 31: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 31

Newcastle, 30.06.2010

● Earth Radiation Models: E1: analytical, constant albedo E2: numerical, constant albedo E3: numerical, latitude dependent albedo E4: numerical, CERES data

● Other options: B: block specific dimensions and optical properties A: thrust due to navigation antennas R: a priori solar radiation pressure (ROCK) model

● GPS Satellite Models: S1: cannon-ball S2: analytical box-wing S3: numerical box-wing

4 Acceleration on the Satellites

Page 32: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 32

Newcastle, 30.06.2010

● Acceleration over one year in a sun-fixed coordinate system, E1-S1 and E1-S2

Cannon-ball: radial acceleration

Box-wing: radial acceleration

Minimum at dark side of the Earth

Maximum at dark side of the Earth

Caused by infrared radiation acting on solar panels

4 Acceleration on the Satellites

Page 33: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 33

Newcastle, 30.06.2010

● Acceleration over one year in a sun-fixed coordinate system, E1-S2

Box-wing: along track acceleration

Twice per revolution

Box-wing: cross track acceleration

Once per revolution

4 Acceleration on the Satellites

Page 34: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 34

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Earth radiation pressure [m/s2]

From 0.5x10-9 to 2.5x10-9

Solar radiation pressure [m/s2]

From 9.5x10-8 to 10.5x10-8

4 Acceleration on the Satellites

Page 35: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 35

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● Orbit differences = perturbed orbit (with albedo) – reference orbit (without albedo)

-0.0165 +/- 0.0017 0.0005 +/- 0.0023 0.0001 +/- 0.0010

-0.0164 +/- 0.0016 0.0006 +/- 0.0023 0.0002 +/- 0.0009

-0.0186 +/- 0.0036 -0.0001 +/- 0.0062 -0.0004 +/- 0.0074

-0.0179 +/- 0.0037 -0.0000 +/- 0.0056 -0.0002 +/- 0.0075

5 Impact on the Orbits

Page 36: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 36

Newcastle, 30.06.2010

● Orbit differences effect of different models, PRN05

5 Impact on the Orbits

Num. (const. albedo) model

Box-wing analytical model

Latitude dependent albedo

CERES data

Page 37: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 37

Newcastle, 30.06.2010

5 Impact on the Orbits

● Orbit differences effect of different models, PRN05

Block specific properties

Box-wing numerical model

Antenna thrust

Page 38: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 38

Newcastle, 30.06.2010

● SLR validation: SLR measurements – GPS orbits

● SLR-GPS orbit anomaly mean reduction of 16 mm - 11 mm albedo - 5 mm antenna thrust

● Scale parameter: 0.00163 +/- 0.00160 mm/KmComparison SLRF2005 and ITRF05RS

Red: with a priori ROCK model

Blue: no a priori ROCK model

5 Impact on the Orbits

ITRF05

Page 39: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

Institute for Astronomical and Physical Geodesy 39

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5 Impact on the Orbits

Page 40: Modeling Earth radiation pressure  and its impact on  GPS orbits and ground tracking stations

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5 Impact on the Orbits

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6 Impact on the Orbits

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6 Impact on the Orbits

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6 Impact