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High quality stratospheric radio occultation climate data

Julia Danzer (ORCID: 0000-0001-7264-9499)
  • Grant DOI 10.55776/P34776
  • Funding program Principal Investigator Projects
  • Status ended
  • Start April 1, 2022
  • End March 31, 2026
  • Funding amount € 283,253
  • Project website

Disciplines

Geosciences (40%); Environmental Engineering, Applied Geosciences (60%)

Keywords

  • Stratosphere,
  • Radio Occultation Climate Data,
  • High Quality And Resolution,
  • Ionospheric Correction,
  • Zonal Winds,
  • Residual Biases
Abstract Final report

For around twenty years, satellite-based radio occultation (RO) technology has provided high-quality atmospheric data in the upper troposphere and lower stratosphere (5 km to 35 km altitude). These are used for meteorological applications such as weather forecasting, for climate monitoring and climate research, and also for space weather research. The first goal of this project is to increase the data quality of RO data in the middle and upper stratosphere (35 km to 50 km altitude). This implements an important recommendation of the International Radio Occultation Working Group, which is an RO expert group. Two easy-to-use methods developed in an earlier project will be used for the entire range of RO data since 2001. These new techniques can greatly reduce the measurement noise and effectively correct the residual influences of the Earth`s ionosphere. This improves the data quality across the entire stratosphere and thus enables more precise global climate monitoring, which in turn contributes to a better understanding of our climate system. After a thorough analysis, the complete available multi-satellite RO time series since 2001 will be processed. Based on this processed high-quality climate data, the second goal is to derive stratospheric winds and to analyse their circulation patterns over the tropics and subtropics. The advantages of the RO data used here are their high vertical resolution and long-term consistency over the entire time period. To ensure a high quality of climate monitoring, the wind fields are carefully compared with long-term weather analysis data fields, so-called reanalysis data, and these data are also used to extend them backwards to 1980. This finally makes it possible to investigate dynamic changes in height of the wind fields and changes in their circulation patterns under the influence of anthropogenic climate change of the last four decades with a reliability that was previously not possible. This exciting analysis is carried out with a focus on the changes in the tropics and subtropics, which are particularly important in the climate system. This allows us to expect new insights into the interplay between global warming and changes in circulation.

For almost 20 years, the satellite-based radio-occultation (RO) technique has been providing high-quality atmospheric data from the upper troposphere to the lower stratosphere (5 km to 35 km). The RO data are used e.g., for meteorological applications, climate analysis and monitoring. The original measurement of the phase shift scans a vertical profile up to a height of approximately 80 km. However, the data quality decreases with increasing altitude, due to an increasing influence of ionospheric refraction. The first goal of the project Strato-Clim was to improve the quality of the data obtained in the middle and upper stratosphere (roughly 30 to 45 km), by handling the problem of ionospheric influences. This enables a more precise analysis of processes in the stratosphere, which are also crucial for the climate system in the underlying troposphere (the weather layer) and for the Earth's surface. In this context, two different ionospheric corrections - the Kappa correction and the Bi-local correction - were specifically compared. Both improve the climate data in the stratosphere. The Kappa correction is easy to apply and requires only the measured phase shift and the F10.7 index. The Bi-local correction is more complex, offers however advantages under conditions of high magnetic activity and captures better regional variations. Overall, both methods are useful for reducing residual errors in RO data and allow the data to be used up to about 40 km altitude. Based on these high-quality RO climate data, the second objective of the research project was to derive tropospheric and stratospheric winds and study their global circulation patterns. Due to their global coverage, high-vertical resolution, and long-term stability, the RO climate data provide new insights into the interaction between global warming and changes in the atmospheric circulation. Within the Strato-Clim project, it was possible - as a pioneering new application - to extract global wind fields as a time series from RO climate data for the period 2006 to 2020. These new climatic winds resolve planetary wave interactions and could also be derived across the equator, which was previously not possible with RO data. In addition, an application study successfully analyzed for the first time tropical tropospheric wind features using these new RO climatic wind fields. In summary, Strato-Clim was an extremely successful FWF stand-alone project that contributed to the improvement of RO climate data and established a completely new, internationally recognized field of research in the area of radio occultation.

Research institution(s)
  • Universität Graz - 100%
International project participants
  • Congliang Liu, Chinese Academy of Sciences - China
  • Sean Healy, ECMWF Reading

Research Output

  • 20 Publications
  • 1 Datasets & models
  • 4 Scientific Awards
Publications
  • 2025
    Title The added value and potential of long-term radio occultation data for climatological wind field monitoring
    DOI 10.5194/amt-18-265-2025
    Type Journal Article
    Author Danzer J
    Journal Atmospheric Measurement Techniques
  • 2025
    Title The potential of GNSS radio occultation data for the analysis of the tropical width: a comparison with reanalyses
    DOI 10.5194/egusphere-2025-3745
    Type Preprint
    Author Danzer J
  • 2026
    Title Beyond Geostrophic and Gradient Wind: Enhancing the Estimation of Climatic Wind Fields From Radio Occultation
    DOI 10.1029/2025ea004579
    Type Journal Article
    Author Nimac I
    Journal Earth and Space Science
  • 2026
    Title Climatic Higher-Order Balanced Winds Beyond Geostrophic and Gradient Wind Fields
    DOI 10.1029/2025ea004393
    Type Journal Article
    Author Nimac I
    Journal Earth and Space Science
  • 2026
    Title High quality atmospheric climatologies from radio occultation satellite observations
    Type Other
    Author Julia Danzer
  • 2026
    Title Environmental Systems Sciences and Climate Physics
    Type Postdoctoral Thesis
    Author Julia Danzer
  • 2025
    Title Beyond Geostrophic and Gradient Wind: Enhancing Radio Occultation Wind Field Estimation
    Type Conference Proceeding Abstract
    Author Irena Nimac
    Conference EGU General Assembly 2025
    Link Publication
  • 2025
    Title Enhancing the potential of radio occultation data for global climate wind field monitoring
    Type Conference Proceeding Abstract
    Author Julia Danzer
    Conference ICGPSRO Conference
  • 2025
    Title Exploring the potential of GNSS radio occultation for the analysis of tropical width metrics
    DOI 10.5194/ems2025-360
    Type Other
    Author Danzer J
  • 2025
    Title The potential of GNSS radio occultation data for the analysis of the tropical width: a comparison with reanalyses
    DOI 10.5194/wcd-6-1683-2025
    Type Journal Article
    Author Danzer J
    Journal Weather and Climate Dynamics
  • 2024
    Title Closing the gap in the tropics: the added value of radio-occultation data for wind field monitoring across the Equator
    DOI 10.5194/amt-17-4979-2024
    Type Journal Article
    Author Danzer J
    Journal Atmospheric Measurement Techniques
  • 2024
    Title The added value and potential of long-term radio occultation data for climatological wind field monitoring
    DOI 10.5194/amt-2024-59
    Type Preprint
    Author Danzer J
  • 2024
    Title The potential of radio occultation data for climate wind field monitoring: an overview of latest results
    Type Conference Proceeding Abstract
    Author Irena Nimac
    Conference IROWG-10 conference
  • 2024
    Title A promising new use of radio occultation: climate-benchmark-quality wind field monitoring
    Type Conference Proceeding Abstract
    Author Irena Nimac
    Conference National Space Science Center, Beijing, Invited Seminar Talk
  • 2024
    Title Evaluation of the utility of radio occultation data for monitoring the Hadley cell under climate change
    Type Other
    Author Annika Reiter
    Link Publication
  • 2024
    Title Evaluation of the utility of radio occultation data for monitoring the Hadley cell under climate change
    Type Other
    Author Annika Reiter
    Link Publication
  • 2024
    Title Understanding Ionospheric and Geomagnetic Effects on Residual Biases in Radio Occultation Data for Stratospheric Climate Monitoring
    DOI 10.1029/2023ja032110
    Type Journal Article
    Author Danzer J
    Journal Journal of Geophysical Research: Space Physics
  • 2023
    Title Validation of the geostrophic approximation and the potential of long-term radio occultation data for wind field monitoring
    DOI 10.5194/egusphere-egu23-1442
    Type Other
    Author Danzer J
  • 2023
    Title Closing the gap in the tropics: the added value of radio-occultation data for wind field monitoring across the equator
    DOI 10.5194/amt-2023-137
    Type Preprint
    Author Danzer J
  • 2023
    Title Validation of the geostrophic approximation using ERA5 and the potential of long-term radio occultation data for supporting wind field monitoring
    DOI 10.5194/amt-2023-100
    Type Preprint
    Author Danzer J
Datasets & models
  • 2026
    Title Radio occultation climatic winds
    DOI 10.5281/zenodo.15470069
    Type Database/Collection of data
    Public Access
Scientific Awards
  • 2025
    Title Masterthesis award URBI Faculty, Uni Graz
    Type Research prize
    Level of Recognition Regional (any country)
  • 2025
    Title Enhancing the potential of radio occultation data for global climate wind field monitoring
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2025
    Title Styrian Award - Research and Technology
    Type Research prize
    Level of Recognition Regional (any country)
  • 2024
    Title A promising new use of radio occultation: climate-benchmark-quality wind field monitoring
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International

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