The Potential of Galileo Inter-Satellite Ranging for Tropospheric Monitoring

Size: px
Start display at page:

Download "The Potential of Galileo Inter-Satellite Ranging for Tropospheric Monitoring"

Transcription

1 The Potential of Galileo Inter-Satellite Ranging for Tropospheric Monitoring Gregor Möller 1, Fabian Hinterberger 1, Robert Weber 1, Philipp Berglez 2, Lakshmi Privy Sevuga Vijayakumara 2, Janina Boisits 1, Johannes Böhm 1, Michel Tossaint 3 1 Department of Geodesy and Geoinformation, TU Wien, Austria, 2 TeleConsult Austria GmbH, Graz, Austria, ³ ESA / ESTEC, Noordwijk, The Netherlands ESTEC, Noordwijk, 21 st of February, 2017

2 Overview 1. Galileo constellation (MEOs, IGSOs and satellites on transfer) 2. Transit events when ISR signals enter the neutral atmosphere 3. Impact case study (without/with simulated ISR) 4. Requirements / Conclusions 2

3 Constellation 1. MEO satellites We have simulated three different Galileo MEO constellations (24, 27 and 30/3/1 ) for one year (2014) Precise orbits files were used to compute the Keplerian elements for satellite E19 (IOV-3) over the whole period 2014 Then the Keplerian elements of the other MEO satellites were computed wrt. satellite E19 Lagrange interpolation was applied to the ECEF coordinates to increase the sampling rate to 1 sec 3

4 Constellation 2. MEO spare Simulation of one additional MEO spare satellite in order to complement the 24/3/1 constellation and to install a permanent link in the same orbital plane. 4

5 Constellation 3. IGSO satellites Four elliptical inclined geosynchronous orbits (IGSO) were simulated with two ground tracks and two satellites per ground track centered at 10 W and 10 E for the period 2014, assuming stable nodes for the entire period. 5

6 Constellation 4. Satellite in transfer orbit Simulation of a satellite in transfer orbit from LEO to MEO in 395 days by series of circular orbits with trusts perpendicular to the satellite position vector (satellite raised to MEO orbit). Injection inclination 56 Injection altitude 1000 km Thrusts 54e-6 m/s^2 Ω drift

7 Transit events Definition of a transit event An event is detected when the path of the ISR signal approximates the Earth closer than 40 km (neutral atmosphere). One event is counted as long as the ISR signal remains in the atmosphere (0 km < Mc < 40 km). 7

8 Transit events MEO-MEO (24/3/1 constellation ) Satellites in plane 1: E01, E04, E07, plane 2: E02, E05, E08, plane 3: E03, E06, E09, Graphic shows the number of the transit events per year between MEO satellites 4 different types of transit events per satellite Duration: sec - min Path geometry for all MEO satellite pairs Period: 5 th Jan 2014 Covered region: 10 to 50 lat band in both hemispheres 8

9 Transit events MEO-IGSO Number of the transit events per year between 24 MEO and 4 IGSO satellites Events change permanently, drift westwards Duration: in 90% sec - min Path geometry for all MEO/IGSO satellite pairs Period: GPSweek 1774 Covered region: globally (east and west of the ground track) 9

10 Transit events MEO-MEOspare Transit event for the MEO/MEOspare satellite pair in the same orbital plane = permanent event Period: 4 th May 2014 Region: -50 to 50 lat band Option: Screening of a defined atmospheric layer The transit events for the MEO/MEOspare satellite pairs in different orbital planes Period: 4 th May 2014 Covered region: 3 bands between -50 and 50 lat 10

11 Transit events Transfer MEO Events per week between MEO satellites and a satellite in transit (GPSweek 1796) 11

12 Neutral atmosphere Expected ISR events over Europe (global), May 2014 MEO-MEO MEO-IGSO MEO-MEOspare Obs. type # Events per day ø Event duration Repeat cycle Vertical range MEO-MEO (~ 320) ~ 16 sec, no bend. 5 days 0 40 km MEO-IGSO (~ 110) sec min 5 days 0 40 km MEO-MEOspare continuously 10 days specific layer 12

13 Neutral atmosphere Special investigation: ISR MEO/MEO events at 4 May 2014 Voxel resolution: 1 x 1 horizontal 10 vertical layers blue: traversed parts of the neutral atmosphere 13

14 Neutral atmosphere Processing strategy a) Convert delays into a profile of bending angles (radio occultation) Result: Vertical profiles of refractivities [Wickert, 2002, GFZ] b) Process delays in a tomography approach Result: Refractivity fields N N= f(pressure, temperature, water vapour) 14

15 Neutral atmosphere GNSS tomography Atmospheric structure (voxels) 1.0 x 1.0 spatial resolution 10 equidistant height layers (h = 0-40 km) Least Squares Adjustment (SVD) N = ( A ( A T T P A) P A) + + A T = V / S U P STD STD slant tropospheric delays [mm] A design matrix with ray paths [km] N refractivity field [ppm] P observation weights S diagonal matrix of eigenvectors (EV) Background dataset Slant Tropospheric Delays (STD) from 71 European GNSS sites 15

16 Neutral atmosphere GNSS tomography Input: N [ppm] derived from STDs + ISR delays, lat:41.5, lon:20.5 a) a priori model (standard atmosphere) b) STDs derived from ground based GPS+GLO observations (background dataset) c) simulated ISR delays Output: improved refractivity fields with and without ISR delays Validation: comparisons with a) operational ECMWF analysis data and b) GNSS ZTDs 16

17 Neutral atmosphere GNSS tomography a) Validation with ECMWF data dn [ppm] (STD only) dn [ppm] (STD+ISR) ORID, 7 May 2014, 18 UTC Center points of MEO/MEO event ORID ISR provides precise vertical infomation about refractivity variations -> reduces refractivity bias (wrt. operational ECMWF data) 17

18 Neutral atmosphere GNSS tomography b) Validation with GNSS ZTDs Vertical integration through the refractivity fields: PENC, 5 May 2014, 18 UTC MEO/MEOspare event ISR helps to stabilise the tomography solution and to reduce the ZTD error 18

19 ISR Requirements ISR requires cross-plane ranging (except for MEO-MEOspare) atmospheric losses in the ISR frequency range do not harm signal reception ISR delays and the reference ranges are quantified with adequate accuracy. The current goal for G2G satellite position quality is +/- 12 cm (reference range) ionospheric effect is mitigated (by models or dual frequency observations) S/C-band K-band 19

20 Conclusions If requirements can be fulfilled ISR provides: ~320 atmospheric MEO-MEO profiles/day in medium latitude bands IGSO-MEO ISRs allow to penetrate the atmosphere at all latitude bands; with obervation periods up to several minutes MEO-MEO spare constellations are able to monitor the atmosphere permanently between 50 S and 50 N ISR is adequate for long term analysis (e.g. to study recent changes in tropopause height) Combination with other observations (STD, RO) in a tomography approach allows to compute refractivity fields for a wider area (rather than vertical profiles) 20

21 References Use of Inter-Satellite Ranging for Troposphere Tomography and Ionosphere Monitoring, R. Weber, G. Möller, F. Hinterberger, P. Berglez, L. P. Sevuga Vijayakumar, S. Hinteregger, J. Böhm, ISR-Atmosphere final report, GNSS Evolutions Scientific and Innovative Technology Research, Announcement of Opportunity AO/2-1610/14/NL/CVG, July 2016, 209 pages G. Möller, F. Hinterberger, A. Hofmeister, R. Weber, M. Tossaint, The potential of Galileo Inter- Satellite Ranging for Atmospheric Research, 5th International Galileo Science Colloquium, October 2015 Thank you for your attention! Contact: Gregor Möller 21

We have processed RO data for climate research and for validation of weather data since 1995 as illustrated in Figure 1.

We have processed RO data for climate research and for validation of weather data since 1995 as illustrated in Figure 1. Real-time Analysis of COSMIC Data Christian Rocken, Doug Hunt, Bill Schreiner University Corporation for Atmospheric Research (UCAR) COSMIC Project Office Boulder, CO Abstract UCAR has analyzed GPS radio

More information

GRAS SAF Workshop on Applications of GPS Radio Occultation Measurements. ECMWF Reading, UK; June 2008

GRAS SAF Workshop on Applications of GPS Radio Occultation Measurements. ECMWF Reading, UK; June 2008 GRAS SAF Workshop on Applications of GPS Radio Occultation Measurements ECMWF Reading, UK; 16-18 June 08 Climate Signal Detection with GPS Radio Occultation Measurements (focus trend signal detection,

More information

Creating Satellite Orbits

Creating Satellite Orbits Exercises using Satellite ToolKit (STK) vivarad@ait.ac.th Creating Satellite Orbits 1. What You Will Do Create a low-earth orbit (LEO) satellite Create a medium-earth orbit (MEO) satellite Create a highly

More information

Interacciones en la Red Iberica

Interacciones en la Red Iberica 2a Reunion Red Iberica MM5 Grupo 12: interacciones, modelo mm5 y proyectos actuales Lidia Cucurull UCAR - NOAA/NCEP Washington DC, USA http://www.cosmic.ucar.edu Lidia.Cucurull@noaa.gov cucurull@ucar.edu

More information

esa ACE+ An Atmosphere and Climate Explorer based on GPS, GALILEO, and LEO-LEO Occultation Per Høeg (AIR/DMI) Gottfried Kirchengast (IGAM/UG)

esa ACE+ An Atmosphere and Climate Explorer based on GPS, GALILEO, and LEO-LEO Occultation Per Høeg (AIR/DMI) Gottfried Kirchengast (IGAM/UG) ACE+ An Atmosphere and Climate Explorer based on GPS, GALILEO, and LEO-LEO Occultation Per Høeg (AIR/DMI) Gottfried Kirchengast (IGAM/UG) OPAC-1, September, 2002 1 Objectives Climate Monitoring global

More information

Comparison of DMI Retrieval of CHAMP Occultation Data with ECMWF

Comparison of DMI Retrieval of CHAMP Occultation Data with ECMWF Comparison of DMI Retrieval of CHAMP Occultation Data with ECMWF Jakob Grove-Rasmussen Danish Meteorological Institute, Lyngbyvej 100, DK-2100 Copenhagen, Denmark jgr@dmi.dk Summary. At DMI a processing

More information

Climate Monitoring with Radio Occultation Data

Climate Monitoring with Radio Occultation Data Climate Monitoring with Radio Occultation Data Systematic Error Sources C. Rocken, S. Sokolovskiy, B. Schreiner, D. Hunt, B. Ho, B. Kuo, U. Foelsche Radio Occultation Claims Most stable Global Thermometer

More information

GALILEO CONSTELLATION: EVALUATION OF STATION KEEPING STRATEGIES.

GALILEO CONSTELLATION: EVALUATION OF STATION KEEPING STRATEGIES. GALILEO CONSTELLATION: EVALUATION OF STATION KEEPING STRATEGIES Daniel Navarro-Reyes (1), Anna Notarantonio (), Giacomo Taini (3) (1) ESA, ESTEC Keplerlaan 1 Noordwijk The Netherlands, +31 71 5658313,

More information

Workshop on Numerical Weather Models for Space Geodesy Positioning

Workshop on Numerical Weather Models for Space Geodesy Positioning Workshop on Numerical Weather Models for Space Geodesy Positioning Marcelo C. Santos University of New Brunswick, Department of Geodesy and Geomatics Engineering, Fredericton, NB Room C25 (ADI Room), Head

More information

Summary of IROWG Activities

Summary of IROWG Activities Summary of IROWG Activities Co-Chairs: Ulrich Foelsche (University of Graz), Sean Healy (ECMWF) Rapporteur: Tony Mannucci (NASA/JPL) CGMS-45 COSMIC-IROWG, Korea, June Estes 2017 Park, Sept 2017 Slide:

More information

Supporting NOAA's Commercial Weather Data Project

Supporting NOAA's Commercial Weather Data Project Supporting NOAA's Commercial Weather Data Project Chunhua Zhou, Louisa Nance, Kathryn Newman, Hui Shao NCAR/RAL/JNT Developmental Testbed Center Julia Pearson NCAR/RAL/AAP Jan Weiss, Douglas Hunt, Bill

More information

GNSS reflectometry aboard the International Space Station GEROS-ISS: Numerical simulation of expected observation coverage

GNSS reflectometry aboard the International Space Station GEROS-ISS: Numerical simulation of expected observation coverage GNSS reflectometry aboard the International Space Station GEROS-ISS: Numerical simulation of expected observation coverage V. Leister 1,2, M. Semmling 2, J. Wickert 2, G. Beyerle 2, H. Schuh 1,2 1. Technische

More information

Processing of GPS radio occultation data from TerraSAR-X and TanDEM-X: Current status & future plans

Processing of GPS radio occultation data from TerraSAR-X and TanDEM-X: Current status & future plans Processing of GPS radio occultation data from TerraSAR-X and TanDEM-X: Current status & future plans Florian Zus, Georg Beyerle, Ludwig Grunwaldt, Stefan Heise, Grzegorz Michalak,Torsten Schmidt and Jens

More information

VELOX-CI: Advanced Application of GPS for Radio Occultation and Satellite Attitude Determination

VELOX-CI: Advanced Application of GPS for Radio Occultation and Satellite Attitude Determination VELOX-CI: Advanced Application of GPS for Radio Occultation and Satellite Attitude Determination Yung-Fu Tsai, Guo Xiong Lee and Kay Soon Low Satellite Research Centre (SaRC) School of Electrical and Electronic

More information

Vicky Chu, Jer Ling, Tom Lin, Joe Fong, Feng-Tai Huang, Guey-Shin Chang. April 15, 2011

Vicky Chu, Jer Ling, Tom Lin, Joe Fong, Feng-Tai Huang, Guey-Shin Chang. April 15, 2011 FORMOSAT-7/COSMIC-2 Overview Vicky Chu, Jer Ling, Tom Lin, Joe Fong, Feng-Tai Huang, Guey-Shin Chang April 15, 2011 Program Status AIT-TECRO Agreement on FORMOSAT-7/COSMIC-2 joint program has been signed

More information

Operational Support by ESOC s GRAS Ground Support Network - Status and Outlook

Operational Support by ESOC s GRAS Ground Support Network - Status and Outlook ESA UNCLASSIFIED Releasable to the public Operational Support by ESOC s GRAS Ground Support Network - Status and Outlook R. Zandbergen, F.Wollenweber, C.Marquardt, W. Enderle and the ESOC and EUMETSAT

More information

Severe Weather Simulation Experiment (QuickOSSE) Using Super Constellations of GNSS Radio Occultation Satellites

Severe Weather Simulation Experiment (QuickOSSE) Using Super Constellations of GNSS Radio Occultation Satellites Severe Weather Simulation Experiment (QuickOSSE) Using Super Constellations of GNSS Radio Occultation Satellites S. Mark Leidner 1, Thomas Nehrkorn 1, John Henderson 1, Marikate Mountain 1, Tom Yunck 2

More information

Use of ground-based GNSS measurements in data assimilation. Reima Eresmaa Finnish Meteorological Institute

Use of ground-based GNSS measurements in data assimilation. Reima Eresmaa Finnish Meteorological Institute Use of ground-based GNSS measurements in data assimilation Reima Eresmaa Finnish Meteorological Institute 16 June 2006 Outline 1) Introduction GNSS * positioning Tropospheric delay 2) GNSS as a meteorological

More information

REFINED AND SITE-AUGMENTED TROPOSPHERIC DELAY MODELS FOR GNSS

REFINED AND SITE-AUGMENTED TROPOSPHERIC DELAY MODELS FOR GNSS REFINED AND SITE-AUGMENTED TROPOSPHERIC DELAY MODELS FOR GNSS Daniel Landskron, Gregor Möller, Armin Hofmeister, Johannes Böhm, and Robert Weber Technische Universität Wien, Austria Gußhausstraße 27-29,

More information

Tsunami Detection from Space using GNSS Reflections

Tsunami Detection from Space using GNSS Reflections Tsunami Detection from Space using GNSS Reflections R. Stosius, G. Beyerle, A. Helm, A. Hoechner, and J. Wickert Nat. Hazards Earth Syst. Sci., 10, 1359 1372, 2010 1 Tsunami Detection from Space Global

More information

ROCSAT-3 Constellation Mission

ROCSAT-3 Constellation Mission ROCSAT-3 Constellation Mission, An-Ming Wu, Paul Chen National Space Program Office 8F, 9 Prosperity 1st Road, Science Based Industrial Park, Hsin-Chu, Taiwan vicky@nspo.org.tw, amwu@nspo.org.tw, paulchen@nspo.org.tw

More information

Real-Time Estimation of GPS Satellite Clocks Based on Global NTRIP-Streams. André Hauschild

Real-Time Estimation of GPS Satellite Clocks Based on Global NTRIP-Streams. André Hauschild Real-Time Estimation of GPS Satellite Clocks Based on Global NTRIP-Streams André Hauschild Agenda Motivation Overview of the real-time clock estimation system Assessment of clock product quality a) SISRE

More information

Radio Occultation Data and Algorithms Validation Based on CHAMP/GPS Data

Radio Occultation Data and Algorithms Validation Based on CHAMP/GPS Data Institute for Geophysics, Astrophysics, and Meteorology University of Graz Atmospheric Remote Sensing and Climate System Research Group ARS CliSys on the art of understanding the climate system IGAM/UniGraz

More information

Carrier-phase Ambiguity Success Rates for Integrated GPS-Galileo Satellite Navigation

Carrier-phase Ambiguity Success Rates for Integrated GPS-Galileo Satellite Navigation Proceedings Space, Aeronautical and Navigational Electronics Symposium SANE2, The Institute of Electronics, Information and Communication Engineers (IEICE), Japan, Vol., No. 2, pp. 3- Carrier-phase Ambiguity

More information

Preparation of a Science Plan for the Radio Occultation Instrument on EPS-SG/MetOp-SG

Preparation of a Science Plan for the Radio Occultation Instrument on EPS-SG/MetOp-SG Preparation of a Science Plan for the Radio Occultation Instrument on EPS-SG/MetOp-SG Michael Kern, Axel von Engeln, Alberto Garcia Rodriguez, Josep Rosello, Salvatore D Addio, Andre Hauschild, Sean Healy,

More information

NOAA Satellite & Information Service (NESDIS)

NOAA Satellite & Information Service (NESDIS) Transition from Research to Operation for GNSS Radio Occultation Abigail D. Harper National Environmental Satellite, Data, and Information Service (NESDIS) Deputy Assistant Administrator, Systems April

More information

Latest new EUMETSAT Products: - A 15 year Reprocessed RO Data Set - GRAS Occultation Prediction

Latest new EUMETSAT Products: - A 15 year Reprocessed RO Data Set - GRAS Occultation Prediction Latest new EUMETSAT Products: - A 15 year Reprocessed RO Data Set - GRAS Occultation Prediction A. von Engeln, C. Marquardt, Y. Andres, R. Notarpietro, C. Garcia-Serrano, L. Butenko @ EUMETSAT With Inputs

More information

Ensemble-Based Analysis of Errors in Atmospheric Profiles Retrieved from GNSS Occultation Data

Ensemble-Based Analysis of Errors in Atmospheric Profiles Retrieved from GNSS Occultation Data Citation: Steiner A.K., and G. Kirchengast: Ensemble-Based Analysis of Errors in Atmospheric Profiles Retrieved from GNSS Occultation, in: Occultations for Probing Atmosphere and Climate (G. Kirchengast,

More information

Impact of A Priori Gradients on VLBI-Derived Terrestrial Reference Frames

Impact of A Priori Gradients on VLBI-Derived Terrestrial Reference Frames Impact of A Priori Gradients on VLBI-Derived Terrestrial Reference Frames J. Böhm, H. Spicakova, L. Urquhart, P. Steigenberger, H. Schuh Abstract We compare the influence of two different a priori gradient

More information

Evaluation on the Multi-GNSS Precise Orbit and Clock Products

Evaluation on the Multi-GNSS Precise Orbit and Clock Products Evaluation on the Multi-GNSS Precise Orbit and Clock Products Fei Guo 1, 2, Xingxing Li 3, Xiaohong Zhang 1, Jinling Wang 2 1 School of Geodesy and Geomatics, Wuhan University, China 2 School of Civil

More information

Impact of A Priori Gradients on VLBI-Derived Terrestrial Reference Frames

Impact of A Priori Gradients on VLBI-Derived Terrestrial Reference Frames Impact of A Priori Gradients on VLBI-Derived Terrestrial Reference Frames J. Böhm, H. Spicakova, L. Urquhart, P. Steigenberger, H. Schuh Abstract We compare the influence of two different a priori gradient

More information

Observing System Simulation Experiments (OSSEs) with Radio Occultation observations

Observing System Simulation Experiments (OSSEs) with Radio Occultation observations Observing System Simulation Experiments (OSSEs) with Radio Occultation observations Lidia Cucurull Deputy Director, NOAA Quantitative Observing System Assessment Program (QOSAP) NOAA OAR Principal Investigator

More information

Trimble RTX TM Orbit Determination and User Positioning Performance with BeiDou Satellites

Trimble RTX TM Orbit Determination and User Positioning Performance with BeiDou Satellites Nick Talbot, Xiaoming Chen, Nico Reussner, Markus Brandl, Markus Nitschke, Carlos Rodriguez-Solano, Feipeng Zhang Trimble Terrasat GmbH IGNSS 2016, SYDNEY, AUSTRALIA Trimble RTX TM Orbit Determination

More information

GPS Radio Occultation for studying extreme events

GPS Radio Occultation for studying extreme events GPS Radio Occultation for studying extreme events Riccardo Biondi (1), A. K. Steiner (1), T. Rieckh (1) and G. Kirchengast (1,2) (1) Wegener Center for Climate and Global Change, University of Graz, Austria

More information

A simulated Radio Occultation Data Set for Processor and Instrument Testing

A simulated Radio Occultation Data Set for Processor and Instrument Testing A simulated Radio Occultation Data Set for Processor and Instrument Testing A. von Engeln (1), R. Notarpietro (1), Y. Andres (1), C. Marquardt (1), M. Hernandez-Pajares (2), M. Garcia-Fernandez (2), A.

More information

Progress on the assimilation of GNSS-RO at ECMWF

Progress on the assimilation of GNSS-RO at ECMWF Progress on the assimilation of GNSS-RO at ECMWF Sean Healy ECMWF/ROM SAF Many thanks to Chris Burrows, Ian Culverwell, Chris Marquardt, Sergey Sokolovskiy, the ROM SAF, Adrian Simmons, ECMWF November

More information

Use of FY-3C/GNOS Data for Assessing the on-orbit Performance of Microwave Sounding Instruments

Use of FY-3C/GNOS Data for Assessing the on-orbit Performance of Microwave Sounding Instruments Use of FY-3C/GNOS Data for Assessing the on-orbit Performance of Microwave Sounding Instruments Xiuqing Hu 1 Xueyan Hou 2, and Mi Liao 1 1 National Satellite Meteorological Center (NSMC), CMA 2 Chinese

More information

RAPID GEOSYNCHRONOUS TRANSFER ORBIT ASCENT PLAN GENERATION. Daniel X. Junker (1) Phone: ,

RAPID GEOSYNCHRONOUS TRANSFER ORBIT ASCENT PLAN GENERATION. Daniel X. Junker (1) Phone: , RAPID GEOSYNCHRONOUS TRANSFER ORBIT ASCENT PLAN GENERATION Daniel X. Junker (1) (1) LSE Space GmbH, Argelsrieder Feld 22, 82234 Wessling, Germany, Phone: +49 160 9111 6696, daniel.junker@lsespace.com Abstract:

More information

Dynamic statistical optimization of GNSS radio occultation bending angles: an advanced algorithm and performance analysis results

Dynamic statistical optimization of GNSS radio occultation bending angles: an advanced algorithm and performance analysis results Dynamic statistical optimization of GNSS radio occultation bending angles: an advanced algorithm and performance analysis results Ying Li 1,2, Gottfried Kirchengast 3,2, Barbara Scherllin-Pirscher 3, Robert

More information

Advanced Electronic Communication Systems. Lecture 4. Satellite Orbits (2) Dr.Eng. Basem ElHalawany

Advanced Electronic Communication Systems. Lecture 4. Satellite Orbits (2) Dr.Eng. Basem ElHalawany Advanced Electronic Communication Systems Lecture 4 Satellite Orbits (2) Dr.Eng. Basem ElHalawany Orbital (nonsynchronous) Satellites (cont.) Posigrade orbit or Prograde: If the satellite is orbiting in

More information

Galileo Extended Slots Characterisation and Relation with the Nominal Constellation

Galileo Extended Slots Characterisation and Relation with the Nominal Constellation Galileo Extended Slots Characterisation and Relation with the Nominal Constellation By Andrés AYALA, ) Rubén CASTRO, 2) Nityaporn SIRIKAN, 3) Daniel BLONSKI, 3) and Daniel NAVARRO 3) ) ESTEC, European

More information

Using Signals Emitted by Global Navigation Satellite Systems

Using Signals Emitted by Global Navigation Satellite Systems Using Signals Emitted by Global Navigation Satellite Systems Eric Pottiaux PhD. Thesis submitted for the Degree of Doctor in Sciences Co-Promotors: Carine Bruyninx and Pascale Defraigne Université Catholique

More information

IADC Re-Entry Prediction Campaigns

IADC Re-Entry Prediction Campaigns IADC Re-Entry Prediction Campaigns H. Klinkrad, ESA IADC chair UNCOPUOS STSC, Feb 2009 page 1 Presentation Outline terms of reference of the Inter-Agency Space Debris Coordination Committee (IADC) concept

More information

On the use of meteo data. How to raise the value of EPN s

On the use of meteo data. How to raise the value of EPN s On the use of meteo data or How to raise the value of EPN s ZTD product? Jan Dousa & Wolfgang Söhne 50th EUREF TWG, Florence, 2009-05-26 Introduction Last TWG (Jan Dousa's presentation): ti Towards more

More information

IGS-related multi-gnss activities at CODE

IGS-related multi-gnss activities at CODE IGS-related multi-gnss activities at CODE Lars Prange (1), Rolf Dach (1) Simon Lutz (1), Stefan Schaer (2), Adrian Jäggi (1) (1) Astronomical Institute, University of Bern, Switzerland source: http://boris.unibe.ch/57698/

More information

Sensitivity of GNSS Occultation Profiles to Horizontal Variability in the Troposphere: A Simulation Study

Sensitivity of GNSS Occultation Profiles to Horizontal Variability in the Troposphere: A Simulation Study Citation: Foelsche U., and G. Kirchengast: Sensitivity of GNSS Occultation Profiles to Horizontal Variability in the Troposphere: A Simulation Study, in: Occultations for Probing Atmosphere and Climate

More information

Evaluation of a Linear Phase Observation Operator with CHAMP Radio Occultation Data and High-Resolution Regional Analysis

Evaluation of a Linear Phase Observation Operator with CHAMP Radio Occultation Data and High-Resolution Regional Analysis OCTOBER 2005 N O T E S A N D C O R R E S P O N D E N C E 3053 Evaluation of a Linear Phase Observation Operator with CHAMP Radio Occultation Data and High-Resolution Regional Analysis S. SOKOLOVSKIY University

More information

Combined forecast impact of GRACE-A and CHAMP GPS radio occultation bending angle profiles

Combined forecast impact of GRACE-A and CHAMP GPS radio occultation bending angle profiles ATMOSPHERIC SCIENCE LETTERS Atmos. Sci. Let. 8: 43 50 (2007) Published online in Wiley InterScience (www.interscience.wiley.com).149 Combined forecast impact of GRACE-A and CHAMP GPS radio occultation

More information

Precise Orbit Determination and Radio Occultation Retrieval Processing at the UCAR CDAAC: Overview and Results

Precise Orbit Determination and Radio Occultation Retrieval Processing at the UCAR CDAAC: Overview and Results Precise Orbit Determination and Radio Occultation Retrieval Processing at the UCAR CDAAC: Overview and Results Bill Schreiner B. Kuo, C. Rocken, S. Sokolovskiy, D. Hunt, X. Yue, K. Hudnut, M. Sleziak,

More information

The ACES Mission. Fundamental Physics Tests with Cold Atom Clocks in Space. L. Cacciapuoti European Space Agency

The ACES Mission. Fundamental Physics Tests with Cold Atom Clocks in Space. L. Cacciapuoti European Space Agency The ACES Mission Fundamental Physics Tests with Cold Atom Clocks in Space L. Cacciapuoti European Space Agency La Thuile, 20-27 March 2011 Gravitational Waves and Experimental Gravity 1 ACES Mission Concept

More information

NSRC Atmosphere - Ionosphere Coupling Science Opportunities:

NSRC Atmosphere - Ionosphere Coupling Science Opportunities: NSRC Atmosphere - Ionosphere Coupling Science Opportunities: Sub-Orbital Studies of Gravity Wave Dynamics in the Mesosphere, Thermosphere, and Ionosphere Dave Fritts NorthWest Research Associates/CoRA

More information

Figure 1. View of ALSAT-2A spacecraft

Figure 1. View of ALSAT-2A spacecraft ALSAT-2A TRANSFER AND FIRST YEAR OPERATIONS M. Kameche (1), A.H. Gicquel (2), D. Joalland (3) (1) CTS/ASAL, 1 Avenue de la Palestine, BP 13, Arzew 31200 Oran, Algérie, email:mo_kameche@netcourrier.com

More information

Introduction to Global Navigation Satellite System (GNSS) Module: 2

Introduction to Global Navigation Satellite System (GNSS) Module: 2 Introduction to Global Navigation Satellite System (GNSS) Module: 2 Dinesh Manandhar Center for Spatial Information Science The University of Tokyo Contact Information: dinesh@iis.u-tokyo.ac.jp Slide :

More information

Update on the In-orbit Performances of GIOVE Clocks

Update on the In-orbit Performances of GIOVE Clocks Update on the In-orbit Performances of GIOVE Clocks Pierre Waller, Francisco Gonzalez, Stefano Binda, ESA/ESTEC Ilaria Sesia, Patrizia Tavella, INRiM Irene Hidalgo, Guillermo Tobias, GMV Abstract The Galileo

More information

BeiDou and Galileo, Two Global Satellite Navigation Systems in Final Phase of the Construction, Visibility and Geometry

BeiDou and Galileo, Two Global Satellite Navigation Systems in Final Phase of the Construction, Visibility and Geometry http://www.transnav.eu the International Journal on Marine Navigation and Safety of Sea Transportation Volume 10 Number 3 September 2016 DOI: 10.12716/1001.10.03.01 BeiDou and Galileo, Two Global Satellite

More information

Radio occultation at GFZ Potsdam: Current status and future prospects

Radio occultation at GFZ Potsdam: Current status and future prospects Radio occultation at GFZ Potsdam: Current status and future prospects J. Wickert, T. Schmidt, G. Beyerle, S. Heise, R. Stosius GFZ German Research Centre for Geosciences, Potsdam, Germany The CHAMP, GRACE,

More information

Assimilation of Global Positioning System Radio Occultation Observations into NCEP s Global Data Assimilation System

Assimilation of Global Positioning System Radio Occultation Observations into NCEP s Global Data Assimilation System 3174 M O N T H L Y W E A T H E R R E V I E W VOLUME 135 Assimilation of Global Positioning System Radio Occultation Observations into NCEP s Global Data Assimilation System L. CUCURULL NASA NOAA/DOD Joint

More information

Atmospheric Effects in Space Geodesy

Atmospheric Effects in Space Geodesy Atmospheric Effects in Space Geodesy Johannes Böhm 18 November 2011 @ UNESP, Presidente Prudente, Brazil The atmosphere.. is not only causing troubles in space geodesy.. but it opens up a wide field of

More information

Climate Monitoring with GPS RO Achievements and Challenges

Climate Monitoring with GPS RO Achievements and Challenges Climate Monitoring with GPS RO Achievements and Challenges A.K. Steiner Wegener Center for Climate and Global Change (WEGC) and IGAM/Inst. of Physics, University of Graz, Austria andi.steiner@uni-graz.at

More information

Axel von Engeln 1,2, Gerald Nedoluha 3

Axel von Engeln 1,2, Gerald Nedoluha 3 Retrieval of temperature, water vapor, and a reference pressure from radio occultation refractivity and bending angle measurements using a 1D Var approach: A simulation study Axel von Engeln 1,2, Gerald

More information

Geodetics measurements within the scope of current and future perspectives of GNSS-Reflectometry and GNSS-Radio Occultation

Geodetics measurements within the scope of current and future perspectives of GNSS-Reflectometry and GNSS-Radio Occultation Geodetics measurements within the scope of current and future perspectives of GNSS-Reflectometry and GNSS-Radio Occultation Introduction The aim of this presentation is to provide an overview of the GNSS-R

More information

Scintillation Nowcasting with GNSS Radio Occultation Data

Scintillation Nowcasting with GNSS Radio Occultation Data Scintillation Nowcasting with GNSS Radio Occultation Data Keith Groves, Charles Carrano, Charles Rino and John Retterer Institute for Scientific Research, Boston College Paul Straus Aerospace Corporation

More information

WG2 MEETING POTSDAM SEP 1, 2016, 9:00-11:30 AGENDA AND ABSTRACTS

WG2 MEETING POTSDAM SEP 1, 2016, 9:00-11:30 AGENDA AND ABSTRACTS WG2 MEETING POTSDAM SEP 1, 2016, 9:00-11:30 AGENDA AND ABSTRACTS Eric Pottiaux and Siebren de Haan COST ES1206 http://gnss4swec.knmi.nl Contents Agenda... 2 Tropical cyclone intensification, water vapor

More information

Sensitivity of NWP model skill to the obliquity of the GPS radio occultation soundings

Sensitivity of NWP model skill to the obliquity of the GPS radio occultation soundings ATMOSPHERIC SCIENCE LETTERS Atmos. Sci. Let. 13: 55 60 (2012) Published online 1 November 2011 in Wiley Online Library (wileyonlinelibrary.com) DOI: 10.1002/asl.363 Sensitivity of NWP model skill to the

More information

onboard of Metop-A COSMIC Workshop 2009 Boulder, USA

onboard of Metop-A COSMIC Workshop 2009 Boulder, USA GRAS Radio Occultation Measurements onboard of Metop-A A. von Engeln 1, Y. Andres 1, C. Cardinali 2, S. Healy 2,3, K. Lauritsen 3, C. Marquardt 1, F. Sancho 1, S. Syndergaard 3 1 2 3 EUMETSAT, ECMWF, GRAS

More information

Feature-tracked 3D Winds from Satellite Sounders: Derivation and Impact in Global Models

Feature-tracked 3D Winds from Satellite Sounders: Derivation and Impact in Global Models Feature-tracked 3D Winds from Satellite Sounders: Derivation and Impact in Global Models David Santek 1, A.-S. Daloz 1, S. Tushaus 1, M. Rogal 1, W. McCarty 2 1 Space Science and Engineering Center/University

More information

Michelle Feltz, Robert Knuteson, Dave Tobin, Tony Reale*, Steve Ackerman, Henry Revercomb

Michelle Feltz, Robert Knuteson, Dave Tobin, Tony Reale*, Steve Ackerman, Henry Revercomb P1 METHODOLOGY FOR THE VALIDATION OF TEMPERATURE PROFILE ENVIRONMENTAL DATA RECORDS (EDRS) FROM THE CROSS-TRACK INFRARED MICROWAVE SOUNDING SUITE (CRIMSS): EXPERIENCE WITH RADIO OCCULTATION FROM COSMIC

More information

Introduction to Satellite Orbits

Introduction to Satellite Orbits Introduction to Satellite Orbits Dinesh Manandhar Center for Spatial Information Science The University of Tokyo Contact Information: dinesh@iis.u-tokyo.ac.jp Slide : 1 Basics of Satellite Orbits The speed

More information

USE OF GALILEO NEQUICK IONOSPHERIC ESTIMATION FOR SATELLITE OPERATIONAL ORBIT DETERMINATION

USE OF GALILEO NEQUICK IONOSPHERIC ESTIMATION FOR SATELLITE OPERATIONAL ORBIT DETERMINATION USE OF GALILEO NEQUICK IONOSPHERIC ESTIMATION FOR SATELLITE OPERATIONAL ORBIT DETERMINATION Daniel Navarro Reyes (1), Rubén Castro Gálvez (2), Andrés Ayala Novoa (3), Roberto Prieto-Cerdeira (4) and Raúl

More information

GPS RADIO OCCULTATION WITH CHAMP AND GRACE: OVERVIEW, RECENT RESULTS AND OUTLOOK TO METOP

GPS RADIO OCCULTATION WITH CHAMP AND GRACE: OVERVIEW, RECENT RESULTS AND OUTLOOK TO METOP GPS RADIO OCCULTATION WITH CHAMP AND GRACE: OVERVIEW, RECENT RESULTS AND OUTLOOK TO METOP J. Wickert 1, G. Beyerle 1, S. Heise 1, T. Schmidt 1, G. Michalak 1, R. König 1, A. Helm 1, M. Rothacher 1, N.

More information

Usage of IGS TEC Maps to explain RF Link Degradations by Spread-F, observed on Cluster and other ESA Spacecraft

Usage of IGS TEC Maps to explain RF Link Degradations by Spread-F, observed on Cluster and other ESA Spacecraft Usage of IGS TEC Maps to explain RF Link Degradations by Spread-F, observed on Cluster and other ESA Spacecraft J. Feltens, J. Dow, G. Billig, D. Fornarelli, S. Pallaschke, B. Smeds, H.-J. Volpp, P. Escoubet,

More information

Radio occultation mission to Mars using cubesats

Radio occultation mission to Mars using cubesats Radio occultation mission to Mars using cubesats LCPM-12 2017 W. Williamson, A.J. Mannucci, C. Ao 2017 California Institute of Technology. Government sponsorship acknowledged. 1 Radio Occultation Overview

More information

EUMETSAT's possible contributions to the future radio occultation constellation. COSMIC Workshop 2009 Boulder, USA

EUMETSAT's possible contributions to the future radio occultation constellation. COSMIC Workshop 2009 Boulder, USA EUMETSAT's possible contributions to the future radio occultation constellation A. von Engeln, C. Marquardt, C. Accadia Introduction: Radio Occultation Instruments 97 98 99 00 01 02 03 03 04 05 06 07 08

More information

(ii) We have already found out the velocity of the satellite in orbit in part (i) (using equation (2.5)) to be km/s

(ii) We have already found out the velocity of the satellite in orbit in part (i) (using equation (2.5)) to be km/s Chapter 2 Questions and Solutions Question 1. Explain what the terms centrifugal and centripetal mean with regard to a satellite in orbit around the earth. A satellite is in a circular orbit around the

More information

ACHIEVING THE ERS-2 ENVISAT INTER-SATELLITE INTERFEROMETRY TANDEM CONSTELLATION.

ACHIEVING THE ERS-2 ENVISAT INTER-SATELLITE INTERFEROMETRY TANDEM CONSTELLATION. ACHIEVING THE ERS-2 ENVISAT INTER-SATELLITE INTERFEROMETRY TANDEM CONSTELLATION M. A. Martín Serrano (1), M. A. García Matatoros (2), M. E. Engdahl (3) (1) VCS-SciSys at ESA/ESOC, Robert-Bosch-Strasse

More information

Development of the Next Generation GRAS Instrument

Development of the Next Generation GRAS Instrument Development of the Next Generation GRAS Instrument Jacob Christensen Magnus Bonnedal, Anders Carlström, Thomas Lindgren Sean Healy (ECMWF), Hans-Henrik Benzon (DMI) RUAG Space Gothenburg Sweden D-I-HO-00022-RSE,

More information

ASEN 6008: Interplanetary Mission Design Lab Spring, 2015

ASEN 6008: Interplanetary Mission Design Lab Spring, 2015 ASEN 6008: Interplanetary Mission Design Lab Spring, 2015 Lab 4: Targeting Mars using the B-Plane Name: I d like to give credit to Scott Mitchell who developed this lab exercise. He is the lead Astrodynamicist

More information

End of Life Re-orbiting The Meteosat-5 Experience

End of Life Re-orbiting The Meteosat-5 Experience End of Life Re-orbiting The Meteosat-5 Experience Milan EUMETSAT, Darmstadt, Germany This article illustrates the orbit maneuver sequence performed during Meteosat- 5 End of Life (EOL) re-orbiting operations

More information

The Open Service Signal in Space Navigation Data Comparison of the Global Positioning System and the BeiDou Navigation Satellite System

The Open Service Signal in Space Navigation Data Comparison of the Global Positioning System and the BeiDou Navigation Satellite System Sensors 214, 14, 15182-1522; doi:1.339/s14815182 Article OPEN ACCESS sensors ISSN 1424-822 www.mdpi.com/journal/sensors The Open Service Signal in Space Navigation Data Comparison of the Global Positioning

More information

The PaTrop Experiment

The PaTrop Experiment Improved estimation of the tropospheric delay component in GNSS and InSAR measurements in the Western Corinth Gulf (Greece), by the use of a highresolution meteorological model: The PaTrop Experiment N.

More information

Atmospheric QBO and ENSO indices with high vertical resolution from GNSS RO

Atmospheric QBO and ENSO indices with high vertical resolution from GNSS RO Atmospheric QBO and ENSO indices with high vertical resolution from GNSS RO H. Wilhelmsen, F. Ladstädter, B. Scherllin-Pirscher, A.K.Steiner Wegener Center for Climate and Global Change University of Graz,

More information

Geodesy Part of the ACES Mission: GALILEO on Board the International Space Station

Geodesy Part of the ACES Mission: GALILEO on Board the International Space Station Geodesy Part of the ACES Mission: GALILEO on Board the International Space Station 1 Svehla D, 2 Rothacher M, 3 Salomon C, 2 Wickert J, 2 Helm A, 2 Beyerle, G, 4 Ziebart M, 5 Dow J 1 Institute of Astronomical

More information

PRELIMINARY DESIGN OF SATELLITE CONSTELLATIONS FOR A BRAZILIAN REGIONAL POSITIONING SYSTEM BY MEANS OF AN EVOLUTIONARY ALGORITHM. Roberto Luiz Galski

PRELIMINARY DESIGN OF SATELLITE CONSTELLATIONS FOR A BRAZILIAN REGIONAL POSITIONING SYSTEM BY MEANS OF AN EVOLUTIONARY ALGORITHM. Roberto Luiz Galski PRELIMINARY DESIGN OF SATELLITE CONSTELLATIONS FOR A BRAZILIAN REGIONAL POSITIONING SYSTEM BY MEANS OF AN EVOLUTIONARY ALGORITHM Roberto Luiz Galski CRC/INPE, Av. Astronautas 175, São José Campos, SP,

More information

COSMIC IROWG The ROM SAF multi-mission reprocessing: Bending angle, refractivity, and dry temperature

COSMIC IROWG The ROM SAF multi-mission reprocessing: Bending angle, refractivity, and dry temperature COSMIC IROWG 2017 The ROM SAF multi-mission reprocessing: Bending angle, refractivity, and dry temperature Stig Syndergaard Hans Gleisner Kent B. Lauritsen Johannes K. Nielsen Danish Meteorological Institute,

More information

NUMERICAL EXPERIMENTS USING CLOUD MOTION WINDS AT ECMWF GRAEME KELLY. ECMWF, Shinfield Park, Reading ABSTRACT

NUMERICAL EXPERIMENTS USING CLOUD MOTION WINDS AT ECMWF GRAEME KELLY. ECMWF, Shinfield Park, Reading ABSTRACT NUMERICAL EXPERIMENTS USING CLOUD MOTION WINDS AT ECMWF GRAEME KELLY ECMWF, Shinfield Park, Reading ABSTRACT Recent monitoring of cloud motion winds (SATOBs) at ECMWF has shown an improvement in quality.

More information

Experiences from implementing GPS Radio Occultations in Data Assimilation for ICON

Experiences from implementing GPS Radio Occultations in Data Assimilation for ICON Experiences from implementing GPS Radio Occultations in Data Assimilation for ICON Harald Anlauf Research and Development, Data Assimilation Section Deutscher Wetterdienst, Offenbach, Germany IROWG 4th

More information

Chapter 5 - Part 1. Orbit Perturbations. D.Mortari - AERO-423

Chapter 5 - Part 1. Orbit Perturbations. D.Mortari - AERO-423 Chapter 5 - Part 1 Orbit Perturbations D.Mortari - AERO-43 Orbital Elements Orbit normal i North Orbit plane Equatorial plane ϕ P O ω Ω i Vernal equinox Ascending node D. Mortari - AERO-43 Introduction

More information

INTEGRATED OPERATIONAL PRECISE ORBIT DETERMINATION FOR LEO

INTEGRATED OPERATIONAL PRECISE ORBIT DETERMINATION FOR LEO INTEGRATED OPERATIONAL PRECISE ORBIT DETERMINATION FOR LEO J. Fernández Sánchez, F. M. Martínez Fadrique, A. Águeda Maté, D. Escobar Antón GMV S.A., Isaac Newton, 8760 Tres Cantos, Spain, Email: jfernandez@gmv.com,

More information

European SpaceCraft for the study of Atmospheric Particle Escape: Follow-on missions

European SpaceCraft for the study of Atmospheric Particle Escape: Follow-on missions 15 th European Space Weather Week - Session 9 European SpaceCraft for the study of Atmospheric Particle Escape: Follow-on missions Iannis Dandouras 1, Masatoshi Yamauchi 2, Henri Rème 1, Johan De Keyser

More information

Impact of 837 GPS/MET bending angle profiles on assimilation and forecasts for the period June 20 30, 1995

Impact of 837 GPS/MET bending angle profiles on assimilation and forecasts for the period June 20 30, 1995 JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 106, NO. D23, PAGES 31,771 31,786, DECEMBER 16, 2001 Impact of 837 GPS/MET bending angle profiles on assimilation and forecasts for the period June 20 30, 1995 Hui

More information

ERS-2 and ENVISAT orbit control Current and future strategy The impact on the interferometric baseline

ERS-2 and ENVISAT orbit control Current and future strategy The impact on the interferometric baseline ERS-2 and ENVISAT orbit control Current and future strategy The impact on the interferometric baseline Berthyl DUESMANN (ESA) & Itziar BARAT (ESA) Contributions by Nuno Miranda, Betlem Rosich, Montse Pinol,

More information

Overview of ROM SAF activities and the generation of climate data records

Overview of ROM SAF activities and the generation of climate data records Overview of ROM SAF activities and the generation of climate data records Kent B. Lauritsen Hans Gleisner, Johannes K. Nielsen, Stig Syndergaard and ROM SAF team Danish Meteorological Institute, Copenhagen,

More information

Progress in the assimilation of groundbased GPS observations using the MM5. 4DVAR system

Progress in the assimilation of groundbased GPS observations using the MM5. 4DVAR system Progress in the assimilation of groundbased GPS observations using the MM5 4DVAR system Florian Zus1, Hans Stefan Bauer1,Volker Wulfmeyer1, Galina Dick2, Michael Bender2 1 Institute of Physics and Meteorology

More information

The Orbit Control of ERS-1 and ERS-2 for a Very Accurate Tandem Configuration

The Orbit Control of ERS-1 and ERS-2 for a Very Accurate Tandem Configuration The Orbit Control of ERS-1 and ERS-2 for a Very Accurate Tandem Configuration Mats Rosengren European Space Operations Centre Robert Bosch Str 5 D64293 Darmstadt Germany Email: mrosengr@esoc.esa.de Abstract

More information

GPS RO Retrieval Improvements in Ice Clouds

GPS RO Retrieval Improvements in Ice Clouds Joint COSMIC Tenth Data Users Workshop and IROWG-6 Meeting GPS RO Retrieval Improvements in Ice Clouds Xiaolei Zou Earth System Science Interdisciplinary Center (ESSIC) University of Maryland, USA September

More information

WegCenter/UniGraz Technical Report for FFG-ALR No. 4/2007

WegCenter/UniGraz Technical Report for FFG-ALR No. 4/2007 Wegener Center for Climate and Global Change University of Graz Leechgasse 25, A-8010 Graz, Austria Atmospheric Remote Sensing and Climate System Research Group MULTICLIM Project Report WegCenter/UniGraz

More information

Appendix B. A proposition for updating the environmental standards using real Earth Albedo and Earth IR Flux for Spacecraft Thermal Analysis

Appendix B. A proposition for updating the environmental standards using real Earth Albedo and Earth IR Flux for Spacecraft Thermal Analysis 19 Appendix B A proposition for updating the environmental standards using real Earth Albedo and Earth IR Romain Peyrou-Lauga (ESA/ESTEC, The Netherlands) 31 st European Space Thermal Analysis Workshop

More information

Space-Based Polar Remote Sensing

Space-Based Polar Remote Sensing in co- opera+on with Space-Based Polar Remote Sensing Malcolm Macdonald working with Pamela C Anderson, Carl Warren & Ben Dobke www.strath.ac.uk/mae 12 October 2012 View of Earth at 1200hrs UTC, 12 Slide

More information

Julia Figa-Saldaña & Klaus Scipal

Julia Figa-Saldaña & Klaus Scipal Julia Figa-Saldaña & Klaus Scipal julia.figa@eumetsat.int klaus.scipal@esa.int C. Anderson, F. Fois, C. Lin, M. Loiselet, F. Ticconi, J.J.W. Wilson Meeting, Outline Overview and objectives of European

More information

GPS radio occultation with CHAMP and GRACE: A first look at a new and promising satellite configuration for global atmospheric sounding

GPS radio occultation with CHAMP and GRACE: A first look at a new and promising satellite configuration for global atmospheric sounding Annales Geophysicae, 23, 653 658, 2005 SRef-ID: 1432-0576/ag/2005-23-653 European Geosciences Union 2005 Annales Geophysicae GPS radio occultation with CHAMP and GRACE: A first look at a new and promising

More information