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Indicators of Climate Change from Radio Occultation

Indicators of Climate Change from Radio Occultation

Andrea Karin Steiner (ORCID: 0000-0003-1201-3303)
  • Grant DOI 10.55776/P18733
  • Funding program Principal Investigator Projects
  • Status ended
  • Start March 1, 2006
  • End June 30, 2009
  • Funding amount € 310,858
  • Project website

Disciplines

Geosciences (80%); Mathematics (20%)

Keywords

    Climate Change, Radio Occultation Observations, Atmospheric Trend Indicators, Global Climate Models, Upper Troposphere Lower Stratosphere, Optimal Detection/Fingerprinting

Abstract Final report

Considerable efforts are undertaken by the international scientific community in global climate change research, but still large discrepancies and uncertainties exist regarding the detection, attribution and projections of climate trends. One main cause is the lack of suitably accurate and stable long-term climate observations, an urgent need which was addressed by the Intergovernmental Panel on Climate Change (IPCC) in its "high priority areas of actions" for future research in the IPCC Third Assessment Report 2001. Climate benchmark observations provided by the Radio Occultation (RO) technique using Global Navigation Satellite System (GNSS) signals are well suited to overcome this problem for atmospheric observation, due to their unique combination of properties of accuracy, long-term stability, global coverage, and all-weather capability. Highest accuracy of key climate variables (such as temperature and geopotential height of pressure levels) is obtained in the upper troposphere and lower stratosphere (UTLS), the changing thermal structure in this height domain being a sensitive indicator of climate change. In this context the main aim of the proposed project is the exploration and provision of benchmark indicators of atmospheric climate change for the UTLS region by using available RO based climatologies and, for exploring the long-term value, "proxy" RO climatologies from re-analyses and climate model runs. Given the limited length of the available RO data (continuous since 2002 only), re-analyses will be used to extend the observational datasets back to 1979. Furthermore, Global Climate Model (GCM) scenario simulations recently finished for the upcoming IPCC 4th Assessment Report (AR4) will be used as multi-decadal "proxy" datasets out to year 2050. The datasets will be systematically explored for finding the most robust and sensitive RO based change indicators both by testing pre-defined potentially useful indicators within a multi-model/multi-ensemble approach and by using a new visualization-driven 4D field exploration technique. Based on the identified most promising indicators, the trend detection capabilities of RO observations will be investigated using methods of optimal trend detection ("fingerprinting"). Also validation of the climate model runs with the observational data will be part of the investigation. In summary INDICATE aims at revealing optimal UTLS climate trend indicators available from RO combined with validating the skill of climate models with RO data, thereby making a substantial contribution to climate change monitoring and research.

Considerable efforts are undertaken by the international scientific community in global climate change research, but still large discrepancies and uncertainties exist regarding the detection, attribution and projections of climate trends. One main cause is the lack of suitably accurate and stable long-term climate observations, an urgent need which was addressed by the Intergovernmental Panel on Climate Change (IPCC) in its "high priority areas of actions" for future research in the IPCC Third Assessment Report 2001. Climate benchmark observations provided by the Radio Occultation (RO) technique using Global Navigation Satellite System (GNSS) signals are well suited to overcome this problem for atmospheric observation, due to their unique combination of properties of accuracy, long-term stability, global coverage, and all-weather capability. Highest accuracy of key climate variables (such as temperature and geopotential height of pressure levels) is obtained in the upper troposphere and lower stratosphere (UTLS), the changing thermal structure in this height domain being a sensitive indicator of climate change. In this context the main aim of the proposed project is the exploration and provision of benchmark indicators of atmospheric climate change for the UTLS region by using available RO based climatologies and, for exploring the long-term value, "proxy" RO climatologies from re-analyses and climate model runs. Given the limited length of the available RO data (continuous since 2002 only), re-analyses will be used to extend the observational datasets back to 1979. Furthermore, Global Climate Model (GCM) scenario simulations recently finished for the upcoming IPCC 4th Assessment Report (AR4) will be used as multi-decadal "proxy" datasets out to year 2050. The datasets will be systematically explored for finding the most robust and sensitive RO based change indicators both by testing pre-defined potentially useful indicators within a multi-model/multi-ensemble approach and by using a new visualization-driven 4D field exploration technique. Based on the identified most promising indicators, the trend detection capabilities of RO observations will be investigated using methods of optimal trend detection ("fingerprinting"). Also validation of the climate model runs with the observational data will be part of the investigation. In summary INDICATE aims at revealing optimal UTLS climate trend indicators available from RO combined with validating the skill of climate models with RO data, thereby making a substantial contribution to climate change monitoring and research.

Research institution(s)
  • VRVis Zentrum für Virtual Reality und Visualisierung - 2%
  • Universität Graz - 98%
Project participants
  • Helwig Hauser, VRVis Zentrum für Virtual Reality und Visualisierung , associated research partner
International project participants
  • Jens Wickert, GeoForschungsZentrum Potsdam - Germany
  • Gabriele Hegerl, University of Edinburgh

Research Output

  • 342 Citations
  • 9 Publications
Publications
  • 2010
    Title Exploration of Climate Data Using Interactive Visualization*
    DOI 10.1175/2009jtecha1374.1
    Type Journal Article
    Author Ladstädter F
    Journal Journal of Atmospheric and Oceanic Technology
    Pages 667-679
    Link Publication
  • 2009
    Title Climatologies Based on Radio Occultation Data from CHAMP and Formosat-3/COSMIC
    DOI 10.1007/978-3-642-00321-9_15
    Type Book Chapter
    Author Foelsche U
    Publisher Springer Nature
    Pages 181-194
  • 2009
    Title Lower Stratospheric Temperatures from CHAMP RO Compared to MSU/AMSU Records: An Analysis of Error Sources
    DOI 10.1007/978-3-642-00321-9_18
    Type Book Chapter
    Author Steiner A
    Publisher Springer Nature
    Pages 219-234
  • 2009
    Title Trend Indicators of Atmospheric Climate Change Based on Global Climate Model Scenarios
    DOI 10.1007/978-3-642-00321-9_20
    Type Book Chapter
    Author Lackner B
    Publisher Springer Nature
    Pages 247-259
  • 2009
    Title Estimating the uncertainty of using GPS radio occultation data for climate monitoring: Intercomparison of CHAMP refractivity climate records from 2002 to 2006 from different data centers
    DOI 10.1029/2009jd011969
    Type Journal Article
    Author Ho S
    Journal Journal of Geophysical Research: Atmospheres
    Link Publication
  • 2009
    Title Atmospheric temperature change detection with GPS radio occultation 1995 to 2008
    DOI 10.1029/2009gl039777
    Type Journal Article
    Author Steiner A
    Journal Geophysical Research Letters
    Link Publication
  • 2009
    Title SimVis: An Interactive Visual Field Exploration Tool Applied to Climate Research
    DOI 10.1007/978-3-642-00321-9_19
    Type Book Chapter
    Author Ladstädter F
    Publisher Springer Nature
    Pages 235-245
  • 2007
    Title A multi-year comparison of lower stratospheric temperatures from CHAMP radio occultation data with MSU/AMSU records
    DOI 10.1029/2006jd008283
    Type Journal Article
    Author Steiner A
    Journal Journal of Geophysical Research: Atmospheres
    Link Publication
  • 2011
    Title Atmospheric Climate Change Detection by Radio Occultation Data Using a Fingerprinting Method
    DOI 10.1175/2011jcli3966.1
    Type Journal Article
    Author Lackner B
    Journal Journal of Climate
    Pages 5275-5291
    Link Publication

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