Reflected ray retrieval from radio occultation data using radio holographic filtering of wave fields in ray space
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Published:2018-03-01
Issue:2
Volume:11
Page:1181-1191
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ISSN:1867-8548
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Container-title:Atmospheric Measurement Techniques
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language:en
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Short-container-title:Atmos. Meas. Tech.
Author:
Gorbunov Michael E., Cardellach EstelORCID, Lauritsen Kent B.
Abstract
Abstract. Linear and non-linear representations of wave fields constitute the basis of
modern algorithms for analysis of radio occultation (RO) data. Linear
representations are implemented by Fourier Integral Operators, which allow
for high-resolution retrieval of bending angles. Non-linear representations
include Wigner Distribution Function (WDF), which equals the pseudo-density
of energy in the ray space. Representations allow for filtering wave fields
by suppressing some areas of the ray space and mapping the field back from
the transformed space to the initial one. We apply this technique to the
retrieval of reflected rays from RO observations. The use of reflected rays
may increase the accuracy of the retrieval of the atmospheric refractivity.
Reflected rays can be identified by the visual inspection of WDF or
spectrogram plots. Numerous examples from COSMIC data indicate that
reflections are mostly observed over oceans or snow, in particular over
Antarctica. We introduce the reflection index that characterizes the relative
intensity of the reflected ray with respect to the direct ray. The index
allows for the automatic identification of events with reflections. We use
the radio holographic estimate of the errors of the retrieved bending angle
profiles of reflected rays. A comparison of indices evaluated for a large
base of events including the visual identification of reflections indicated
a good agreement with our definition of reflection index.
Publisher
Copernicus GmbH
Subject
Atmospheric Science
Reference22 articles.
1. Aparicio, J. M., Cardellach, E., and Rodriguez, H.: Information content in
reflected signals during GPS radio occultation observations, Atmos. Meas.
Tech. Discuss., https://doi.org/10.5194/amt-2017-241, in review, 2017. a, b, c 2. Beyerle, G. and Hocke, K.: Observation and simulation of direct and reflected
GPS signals in radio occultation experiments, Geophys. Res. Lett., 28,
1895–1898, 2001. a, b 3. Beyerle, G., Hocke, K., Wickert, J., Schmidt, T., Marquardt, C., and
Reigber, C.: GPS radio occultations with CHAMP: a radio holographic analysis
of GPS signal propagation in the troposphere and surface reflections, J.
Geophys. Res., 107, 27–1–27–14, https://doi.org/10.1029/2001JD001402, 2002. a, b 4. Cardellach, E., Ao, C. O., de la Torre-Juárez, M., and Hajj, G. A.: Carrier
phase delay altimetry with GPS-reflection/occultation interferometry from low
Earth orbiters, Geophys. Res. Lett., 31, L10402, https://doi.org/10.1029/2004GL019775,
2004. a 5. Cardellach, E., Oliveras, S., and Rius, A.: GNSS signal interference
classified by means of a supervised learning method applied in the
time-frequency domain, in: IEEE Proceedings of 2009 2nd International
Congress on Image and Signal Processing, ISBN 13: 978-1-4244-4130-3,
Institute of Electrical and Electronic Engineers, Tijuan, China,
17–21 October 2009, 2009. a, b, c, d
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