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Assimilation and Impact of GPS Radio Occultation data

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Title: Assimilation and Impact of GPS Radio Occultation data


1
Earth Observation with COSMIC
2
COSMIC at a Glance
3
COSMIC Status
4
(No Transcript)
5
Figure T. Yunck
6
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7
Radio occultation for Climate
8
COSMIC high resolution profiles
Profile the (sporadic) ionospheric E-layer with
1-km vertical resolution
Area dominated by noise - used for
noise calibration of profile
Area affected by noise - profiles are noisy
and/or affected by climatology
Highest quality profiles 5-30 km
Some profiles affected by boundary layer effects
(super refraction)
9
GPS RO Minus NCEP 50 mb S. hemisphere
10
Climate Change and Geopotential Heights
11
Climate change effect on Temperature and Bending
Angles
Bending Angle change due to 2xCO2
Temperature change due to 2xCO2
Radio occultation (RO) bending angles are a
potentially better indicator for a stratospheric
climate signal than RO temperatures.
12
Climate Research with RO Data
  • Investigate potential biases in RO time series
  • Investigate use of geopotential height, bending
    angles, or refractivity for climate studies
  • Climate process studies (Bill Randels work)

13
GPS Operational Tracking Scenario
  • GPS receiver shall measure GPS L1L2 phase and
    amplitude for (1) ionospheric profiling (2)
    plasmaspheric monitoring (3) scintillation
    studies

POD antennas _at_ 1 Hz
COSMIC S/C With Antennas
Limb Antennas _at_ 50-100 Hz
14
Electron Density Profile
Vertical Profile of electron density from GPS/MET

15
TIP Payload
  • TIP measures nighttime FUV emission of neutral
    atomic oxygen
  • TIP and GPS data can be processed together for
    improved ionospheric profiling
  • Radiative recombination Oe- ? Oh?
  • 135.6 nm produced by radiative recombination of
    O ions and electrons
  • O and e- densities equal in the F-region
  • 135.6 emission intensity proportional to electron
    density squared
  • Simple algorithm relates electron density to
    135.6 nm intensity measured by TIP
  • Aurora Oe- ? O e- h?
  • 135.6 nm produced in aurora through electron
    impact excitation
  • TIP can determine auroral boundaries

16
CERTO / TBB Concept
17
CDAAC Ionospheric Data Products
18
Ionospheric Research with COSMIC Data
  • We are talking with NCAR HAO to identify COSMIC
    data products that will be most beneficial to
    ionospheric research community
  • Calibration/Validation of other ionospheric
    instruments
  • Calibration, improvement, and validation of
    physics based models of ionosphere
  • Studies of scintillation (plasma bubbles)
  • Ionospheric climatology
  • Studies of plasmaspheric depletion and refilling
    during and after storms
  • Ionospheric enhancements and depletions during
    storms
  • Gravity wave studies
  • Traveling Ionospheric Disturbances

19
Getting COSMIC Results to Weather Centers
NCEP
Input Data
NESDIS
CDAAC
ECMWF
CWB
GTS
UKMO
BUFR Files WMO standard 1 file / sounding
JMA
Canada Met.
This system is currently under development by
UCAR, NESDIS, UKMO Data available to weather
centers within lt 180 minutes
20
Summary
  • COSMIC is on track to launch in 1 year
  • Will provide data for a wide range of climate,
    weather and space weather investigations
  • COSMIC data Collaboration on the optimal use of
    these data at UCAR/NCAR provide a rich
    opportunity for our organization
  • Hope to identify scientific opportunities and
    programmatic approaches to them

21
Effect of 2xCO2 on Temperature and GPH
22
GPS RO Minus ECMWF 50 mb S. hemisphere
23
IonosphereGPS/MET - Abel Inversions
Matches 2183 mean 0.001 MHz std 0.81 MHz
Matches 370 mean -9 km std 39 km
24
Scintillation Sensing with GPS RO
No scintillation S40.005
Scintillation S40.113
GPS/MET
25
Example GPS/MET Sounding
  • Main Features of RO Soundings
  • High vertical resolution (0.1 - 1 km)
  • All weather (no cloud/rain effect)
  • Long-term stability (for climate)
  • Profiling from 800 km - surface

26
GAIM Assimilates Multiple Data Sources
Bottomside Ne Profiles from Ionosondes In Situ
DMSP Satellite Measurements Ground-Based GPS
TECs TECs Between Ground Stations and
Low-Earth-Orbiting Satellites With Radio
Beacons Satellite Occultation Data Line-of-Sight
UV Emissions from DoD Satellites The Data Must
be Real-Time or Near Real-Time.
27
Effects of CO2 increase on climate change
simulated by NCAR Climate System Model (CSM)
Vertical cross sections of zonally-averaged model
temperature changes averaged over 20 years (years
60-79) in NCAR Climate System Model in which
carbon dioxide alone is increased by 1 per year
(Meehl et al., 1998).
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