Skip to main content
Top
Published in:
Cover of the book

2015 | Online First | Chapter

Rigorous Interpolation of Atmospheric State Parameters for Ray-Traced Tropospheric Delays

Authors : Camille Desjardins, Pascal Gegout, Laurent Soudarin, Richard Biancale

Published in: International Association of Geodesy Symposia

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The transformation between European Center for Medium-range Weather Forecast (ECMWF) model level assimilations and the refractivity at any given point of the neutral atmosphere has been investigated. We first present the IFS interpolations and extrapolations of each physical parameter done in operations at ECMWF. These formulae are used to compute, for example, pressure levels from model levels at ECMWF. We use this formulation to compute the pressure levels, the large majority of which are found similar to the pressure levels provided by ECMWF with an appropriate accuracy for ray-tracing. The IFS-based scheme (IFS-BS) is then presented. It is an adaptation of the interpolations and extrapolations done at ECMWF for troposphere delay computation by ray-tracing. This scheme ensures the coherence with the ECMWF meteorological model and is used in our software Horizon designed to compute the Adaptive Mapping Functions (AMF). In the IFS-BS, vertical interpolations are adapted for each thermodynamic parameter necessary to precisely rebuild the refractivity along the ray path according to the physical laws. In order to take into account the atmospheric part between the lowest model level and the Earth’s topography during the ray-tracing, extrapolation of physical parameters below the lowest model level are included. The proposed scheme is expected to be relevant for applications where accuracy of refractivity is important as troposphere delay modelling for high-accuracy geodesy.
Literature
go back to reference Bevis M, Businger S, Chiswell S, Herring T, Anthes R, Rocken C, Ware R (1994) GPS meteorology: mapping zenith wet delays onto precipitable water. J Appl Meteorol 33(3):379–386CrossRef Bevis M, Businger S, Chiswell S, Herring T, Anthes R, Rocken C, Ware R (1994) GPS meteorology: mapping zenith wet delays onto precipitable water. J Appl Meteorol 33(3):379–386CrossRef
go back to reference Boehm J, Niell A, Tregoning P, Schuh H (2006a) Global mapping function (GMF): a new empirical mapping function based on numerical weather model data. Geophys Res Lett 33(7):L07304CrossRef Boehm J, Niell A, Tregoning P, Schuh H (2006a) Global mapping function (GMF): a new empirical mapping function based on numerical weather model data. Geophys Res Lett 33(7):L07304CrossRef
go back to reference Boehm J, Werl B, Schuh H (2006b) Troposphere mapping functions for GPS and very long baseline interferometry from European Centre for Medium-Range Weather Forecasts operational analysis data. J Geophys Res 111:B02406CrossRef Boehm J, Werl B, Schuh H (2006b) Troposphere mapping functions for GPS and very long baseline interferometry from European Centre for Medium-Range Weather Forecasts operational analysis data. J Geophys Res 111:B02406CrossRef
go back to reference Chen G, Herring TA (1997) Effects of atmospheric azimuthal asymmetry on the analysis of space geodetic data. J Geophys Res 102(B9):20,489–20,502 Chen G, Herring TA (1997) Effects of atmospheric azimuthal asymmetry on the analysis of space geodetic data. J Geophys Res 102(B9):20,489–20,502
go back to reference Cucurull L (2010) Improvement in the use of an operational constellation of GPS radio occultation receivers in weather forecasting. Weather Forecast 25(2):749–767CrossRef Cucurull L (2010) Improvement in the use of an operational constellation of GPS radio occultation receivers in weather forecasting. Weather Forecast 25(2):749–767CrossRef
go back to reference Gegout P, Biancale R, Soudarin L (2011) Adaptive mapping functions to the azimuthal anisotropy of the neutral atmosphere. J Geod 85(10):661–677CrossRef Gegout P, Biancale R, Soudarin L (2011) Adaptive mapping functions to the azimuthal anisotropy of the neutral atmosphere. J Geod 85(10):661–677CrossRef
go back to reference Gegout P, Oberlé P, Desjardins C, Moyard J, Brunet PM (2013) Ray-tracing of GNSS signal through the atmosphere powered by CUDA, HMPP and GPUs technologies. IEEE J Sel Top Appl Earth Observations Remote Sens. doi:10.1109/JSTARS.2013.2272600 Gegout P, Oberlé P, Desjardins C, Moyard J, Brunet PM (2013) Ray-tracing of GNSS signal through the atmosphere powered by CUDA, HMPP and GPUs technologies. IEEE J Sel Top Appl Earth Observations Remote Sens. doi:10.1109/JSTARS.2013.2272600
go back to reference Hobiger T, Ichikawa R, Koyama Y, Kondo T (2008) Fast and accurate ray-tracing algorithms for real-time space geodetic applications using numerical weather models. J Geophys Res 113(D20):D20302CrossRef Hobiger T, Ichikawa R, Koyama Y, Kondo T (2008) Fast and accurate ray-tracing algorithms for real-time space geodetic applications using numerical weather models. J Geophys Res 113(D20):D20302CrossRef
go back to reference Hobiger T, Shimada S, Shimizu S, Ichikawa R, Koyama Y, Kondo T (2010) Improving GPS positioning estimates during extreme weather situations by the help of fine-mesh numerical weather models. J Atmos Sol Terr Phys 72(2–3):262–270CrossRef Hobiger T, Shimada S, Shimizu S, Ichikawa R, Koyama Y, Kondo T (2010) Improving GPS positioning estimates during extreme weather situations by the help of fine-mesh numerical weather models. J Atmos Sol Terr Phys 72(2–3):262–270CrossRef
go back to reference ICAO (1993) Manual of the ICAO standard atmosphere: extended to 80 km (262500 ft). International Civil Aviation Organization, Montreal, QC, Canada ICAO (1993) Manual of the ICAO standard atmosphere: extended to 80 km (262500 ft). International Civil Aviation Organization, Montreal, QC, Canada
go back to reference Nafisi V, Madzak M, Boehm J, Ardalan A, Schuh H (2012) Ray-traced tropospheric delays in VLBI analysis. Radio Sci 47(2):17CrossRef Nafisi V, Madzak M, Boehm J, Ardalan A, Schuh H (2012) Ray-traced tropospheric delays in VLBI analysis. Radio Sci 47(2):17CrossRef
go back to reference Niell A (2001) Preliminary evaluation of atmospheric mapping functions based on numerical weather models. Phys Chem Earth Part A 26(6–8):475–480CrossRef Niell A (2001) Preliminary evaluation of atmospheric mapping functions based on numerical weather models. Phys Chem Earth Part A 26(6–8):475–480CrossRef
go back to reference Simmons AJ, Burridge DM (1981) An energy and angular-momentum conserving vertical finite-difference scheme and hybrid vertical coordinates. Mon Weather Rev 109(4):758–766CrossRef Simmons AJ, Burridge DM (1981) An energy and angular-momentum conserving vertical finite-difference scheme and hybrid vertical coordinates. Mon Weather Rev 109(4):758–766CrossRef
go back to reference Untch A, Hortal M (2004) A finite-element scheme for the vertical discretization of the semi-lagrangian version of the ECMWF forecast model. Q J R Meteorol Soc 130(599):1505–1530CrossRef Untch A, Hortal M (2004) A finite-element scheme for the vertical discretization of the semi-lagrangian version of the ECMWF forecast model. Q J R Meteorol Soc 130(599):1505–1530CrossRef
go back to reference WMO (2008) Guide to meteorological instruments and methods of observation, 7th edn. WMO-No. 8, World Meteorological Organization, Geneva, Switzerland WMO (2008) Guide to meteorological instruments and methods of observation, 7th edn. WMO-No. 8, World Meteorological Organization, Geneva, Switzerland
go back to reference Zus F, Bender M, Deng Z, Dick G, Heise S, Shang-Guan M, Wickert J (2012) A methodology to compute GPS slant total delays in a numerical weather model. Radio Sci 47(2):RS2018CrossRef Zus F, Bender M, Deng Z, Dick G, Heise S, Shang-Guan M, Wickert J (2012) A methodology to compute GPS slant total delays in a numerical weather model. Radio Sci 47(2):RS2018CrossRef
Metadata
Title
Rigorous Interpolation of Atmospheric State Parameters for Ray-Traced Tropospheric Delays
Authors
Camille Desjardins
Pascal Gegout
Laurent Soudarin
Richard Biancale
Copyright Year
2015
DOI
https://doi.org/10.1007/1345_2015_10