Difference between pages "IC SG3" and "IC SG5"

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(Program of Activities)
 
(Members)
 
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<big>'''JSG 0.3: Comparison of current methodologies in regional gravity field modelling'''</big>
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<big>'''JSG 0.5: Multi-sensor combination for the separation of integral
 +
geodetic signals'''</big>
  
Chairs: ''M. Schmidt (Germany), Ch. Gerlach (Germany)''<br>
+
Chair: ''F. Seitz (Germany)''<br>
Affiliation: ''Comm. 2, 3''
+
Affiliation: ''Comm. 2, 3 and GGOS''
  
 
__TOC__
 
__TOC__
===Introduction===
+
===Objectives===
  
Traditionally the gravitational potential of the Earth and other celestial bodies is modelled as a series expansion in terms of spherical harmonics. Although this representation is technically possible for ultra-high expansions, it is well-known that spherical harmonic approaches cannot represent data of heterogeneous density and quality in a proper way. In order to overcome these and other deficiencies regional modelling comes into question.
+
A large part of the geodetic parameters derived from space geodetic observation techniques are integral quantities of the Earth system. Among the most prominent ones are parameters related to Earth rotation and the gravity field. Variations of those parameters reflect the superposed effect of a multitude of dynamical processes and interactions in various subsystems of the Earth. The integral geodetic quantities provide fundamental and unique information for different balances in the Earth system, in particular for the balances of mass and angular momentum that are directly related to (variations of) the gravity field and Earth rotation. In respective balance equations the geodetic parameters describe the integral effect of exchange processes of mass and angular momentum in the Earth system. In contrast to many other disciplines of geosciences, geodesy is characterized by a very long observation history. Partly, the previously mentioned parameters have been determined over many decades with continuously improved space observation techniques. Thus geodesy provides an excellent data base for the analysis of long term changes in the Earth system and contributes fundamentally to an improved understanding of large-scale processes.
  
In the last years many groups have developed sophisticated approaches for regional modelling, e.g., the expansion of the gravity field or functionals of the field in terms of spherical (radial) base functions. Analogously to spherical harmonic approaches, also in regional modelling the unknown model parameters, i.e., the coefficients of the series expansion, can be either determined by means of numerical integration or as the solution of a parameter estimation process. Numerical integration techniques are widely used in the mathematical community and provide efficient and stable solutions. However, numerical integration techniques suffer from important disadvantages. Among others these methods (1) require the input data to be given on a spherical integration grid, (2) cannot provide estimated error variances and covariances of the model parameters and (3) have difficulties to handle the combination of data from different measurement techniques. Due to these disadvantages, parameter estimation is the preferred strategy in the geodetic community. Although solutions in regional modelling based on parameter estimation are generated by several groups since many years, a large number of unsolved problems and open questions still remain. They mostly arise from the condition of the normal equation system and are therefore directly connected to the parametrization of the gravity field, the type and distribution of observation data, the choice and location of base functions, possible regularisation schemes, etc.
+
However, in general the integral parameter time series cannot be separated into contributions of specific processes without further information. Their separation and therewith their geophysical interpretation requires complementary data from observation techniques that are unequally sensitive for individual effects and/or from numerical models. Activities of the study group are focussed on the development of strategies for the separation of the integral geodetic signals on the basis of modern space-based Earth observation systems. A multitude of simultaneously operating satellite systems with different objectives is available today. They offer a broad spectrum of information on global and regional-scale processes at different temporal resolutions. Within the study group it shall be investigated in which way the combination of heterogeneous data sets allows for the quantification of individual contributors to the balances of mass and angular momentum.
  
The aim of the JSG is to find guidelines on suitable strategies for setting up the parameter estimation of regional gravity field modelling. This includes appropriate strategies for the combination of satellite, airborne and terrestrial data. The focus of the JSG is on the methodological foundation of regional gravity field modelling based on series expansions in terms of localizing base functions. Therefore, numerical studies will be concentrated on simulations based on synthetic data. It is not the aim of the JSG to process and compare solutions from real data.
+
The research activities shall be coordinated between the participating scientists and shall be conducted in interdisciplinary collaboration. At all times the group is open for new contacts and members in order to embed the activities in a wide context. The study group is primarily affiliated with the IAG commissions 2 (Gravity field) and 3 (Earth rotation and geodynamics).
  
 
===Objectives===
 
===Objectives===
  
The main objectives of this JSG are:
+
The primary objective of the study group is the development of strategies for multi-sensor combinations with the aim of separating time series of integral geodetic parameters related to Earth rotation and gravity field. The separation of the parameter time series into contributions of individual underlying effects fosters the understanding of dynamical processes and interactions in the Earth system. This is of particular interest in the view of global change.
* to collect information of available methodologies and strategies for regional modelling, including
+
 
** the type of base functions (splines, wavelets, Slepian function, Mascons, etc.),
+
Individual contributions from various subsystems of the Earth shall be quantified and balanced. In particular our investigations focus on the separation of the Earth rotation parameters (polar motion and variations of length-of-day) into contributions of atmospheric and hydrospheric angular momentum variations, and on the separation of GRACE gravity field observations over continents into the contributions of individual hydrological storage compartments, such as groundwater, surface water, soil moisture and snow.
** the point grids for placing the functions (standard grid, icosaeder, Reuter grid, etc. on a sphere, ellipsoid, etc.),
+
Investigations in the frame of the study group will exploit the synergies of various observation systems (satellite altimetry, optical and radar remote sensing, SMOS, and others) for the separation of the signals and combine their output with numerical models. Among the most important steps are compilation and assessment of background information for individual observation systems and sensors (mode of operation, sensitivity, accuracy, deficiencies) as well as theoretical studies which (new) information on the Earth system can be gained from a combination of different observation methods.
** the choice and establishment of an appropriate adjustment model (combination strategy, variance component estimation, rank deficiency problems, e.g., due to downward continuation, etc.),
+
 
** the consideration of model errors (truncation errors, edge effects, leakage, etc.),
+
In particular the research comprises the following topics:
** the specific field of application,
+
* potential und usability of contemporary spaceborne and terrestrial sensors for an improved understanding of processes within atmosphere and hydrosphere,
* to analyze the collected information in order to find specific properties of the different approaches and to find, why certain strategies have been chosen,
+
* analysis of accuracy, temporal and spatial resolution and coverage of different data sets,
* to create a benchmark data set for comparative numerical studies,
+
* theoretical and numerical studies on the combination of heterogeneous observation types; this comprehends investigations on appropriate methods for parameter estimation including error propagation, the analysis of linear dependencies between parameters and the solution of rank deficiency problems,
* to carry out numerical comparisons between different solution strategies for estimating the model parameters and to validate the results with other approaches (spherical harmonic models, least-squares collocation, etc.),
+
* mathematical methods for the enhancement of the information content (e.g., filters),
* to quantify and interpret the differences of the comparisons with a focus on detection, explanation and treatment of inconsistencies and possible instabilities of the different approaches,
+
* quantification of variations of mass and angular momentum in different subsystems from multi-sensor analysis,
* to create guidelines for generating regional gravity solutions,
+
* analysis of the consistencies of balances between individual effects and integral geodetic parameters on different spatial scales,
* to outline standards and conventions for future regional gravity products.
+
* formulation of recommendations for future research and (if possible) for future satellite missions on the basis of balance inconsistencies.
* Comparable work outside gravity field determination, e.g., in the mathematical communities and in geomagnetic field determination will be taken into account.
+
 
* To achieve the objectives, the JSG interacts and collaborates with other ICCT JSGs as well as IAG Commission 2. As a matter of fact, the outcomes of the JSG can be also used by other IAG commissions, especially in Commission 3.
+
===Planned Activities===
* The JSG's work will be distributed to IAG sister associations through respective members.
+
 
 +
* Set-up of a JSG webpage for dissemination of information (activities and a bibliographic list of references) and for presentation and communication of research results.
 +
* Organization of conference sessions / workshops:
 +
** planned in 2013: Conference Session in the Hotine Marussi Symposium
 +
** planned in 2014: 2nd workshop on the Quality of Geodetic Observing and Monitoring Systems (QuGOMS’ 14)
 +
* Common publications of SG members
 +
* Common fund raising activities (e.g., for PhD. positions)
  
===Program of Activities===
+
===Principal Scientific Outcome/Results===
  
The JSG’s program of activities will include organization of SG meetings and of one or more scientific workshops on regional modelling
+
By the end of the 4-year period 2011-2015 the following outcome shall be achieved:
participation in respective symposia (EGU, AGU, etc.), publication of important findings in proper journals, maintaining a website for general information as well as for internal exchange of data sets and results, supporting ICCT activities.
+
Mature experience in geodetic multi-sensor data combina-tion including data availability, formats, combination strategies and accuracy aspects.
 +
Numerical results for separated hydrological contributions to integral mass variations observed by GRACE for selected study areas.
 +
Numerical results for separated atmospheric/hydrospheric contributions Earth rotation parameters on seasonal to inter-annual time scales.
 +
Initiation of at least one common funded project with positions for PhD students working in the topical field of the study group.
  
 
===Members===
 
===Members===
  
'' '''Michael Schmidt (Germany), chair<br />Christian Gerlach (Germany), chair'''<br />Katrin Bentel (Norway)<br />Annette Eicker (Germany)<br />Indridi Einarsson (Denmark)<br />Junyi Guo (USA)<br />Majid Naeimi (Germany)<br />Isabelle Panet (France)<br />
+
'' '''Florian Seitz (Germany), chair''' <br /> Sarah Abelen (Germany) <br /> Rodrigo Abarca del Rio (Chile) <br /> Andreas Güntner (Germany) <br /> Karin Hedman (Germany) <br /> Franz Meyer (USA) <br /> Michael Schmidt (Germany) <br /> Manuela Seitz (Germany) <br /> Alka Singh (India) <br />''
Judith Schall (Germany)<br />Uwe Schäfer (Germany)<br />Frederick Simons (USA)<br />C.K. Shum (USA)<br />Matthias Weigelt (Germany)
 
<br />Gongyou Wu (China)<br />''
 

Revision as of 11:49, 2 July 2012

JSG 0.5: Multi-sensor combination for the separation of integral geodetic signals

Chair: F. Seitz (Germany)
Affiliation: Comm. 2, 3 and GGOS

Objectives

A large part of the geodetic parameters derived from space geodetic observation techniques are integral quantities of the Earth system. Among the most prominent ones are parameters related to Earth rotation and the gravity field. Variations of those parameters reflect the superposed effect of a multitude of dynamical processes and interactions in various subsystems of the Earth. The integral geodetic quantities provide fundamental and unique information for different balances in the Earth system, in particular for the balances of mass and angular momentum that are directly related to (variations of) the gravity field and Earth rotation. In respective balance equations the geodetic parameters describe the integral effect of exchange processes of mass and angular momentum in the Earth system. In contrast to many other disciplines of geosciences, geodesy is characterized by a very long observation history. Partly, the previously mentioned parameters have been determined over many decades with continuously improved space observation techniques. Thus geodesy provides an excellent data base for the analysis of long term changes in the Earth system and contributes fundamentally to an improved understanding of large-scale processes.

However, in general the integral parameter time series cannot be separated into contributions of specific processes without further information. Their separation and therewith their geophysical interpretation requires complementary data from observation techniques that are unequally sensitive for individual effects and/or from numerical models. Activities of the study group are focussed on the development of strategies for the separation of the integral geodetic signals on the basis of modern space-based Earth observation systems. A multitude of simultaneously operating satellite systems with different objectives is available today. They offer a broad spectrum of information on global and regional-scale processes at different temporal resolutions. Within the study group it shall be investigated in which way the combination of heterogeneous data sets allows for the quantification of individual contributors to the balances of mass and angular momentum.

The research activities shall be coordinated between the participating scientists and shall be conducted in interdisciplinary collaboration. At all times the group is open for new contacts and members in order to embed the activities in a wide context. The study group is primarily affiliated with the IAG commissions 2 (Gravity field) and 3 (Earth rotation and geodynamics).

Objectives

The primary objective of the study group is the development of strategies for multi-sensor combinations with the aim of separating time series of integral geodetic parameters related to Earth rotation and gravity field. The separation of the parameter time series into contributions of individual underlying effects fosters the understanding of dynamical processes and interactions in the Earth system. This is of particular interest in the view of global change.

Individual contributions from various subsystems of the Earth shall be quantified and balanced. In particular our investigations focus on the separation of the Earth rotation parameters (polar motion and variations of length-of-day) into contributions of atmospheric and hydrospheric angular momentum variations, and on the separation of GRACE gravity field observations over continents into the contributions of individual hydrological storage compartments, such as groundwater, surface water, soil moisture and snow. Investigations in the frame of the study group will exploit the synergies of various observation systems (satellite altimetry, optical and radar remote sensing, SMOS, and others) for the separation of the signals and combine their output with numerical models. Among the most important steps are compilation and assessment of background information for individual observation systems and sensors (mode of operation, sensitivity, accuracy, deficiencies) as well as theoretical studies which (new) information on the Earth system can be gained from a combination of different observation methods.

In particular the research comprises the following topics:

  • potential und usability of contemporary spaceborne and terrestrial sensors for an improved understanding of processes within atmosphere and hydrosphere,
  • analysis of accuracy, temporal and spatial resolution and coverage of different data sets,
  • theoretical and numerical studies on the combination of heterogeneous observation types; this comprehends investigations on appropriate methods for parameter estimation including error propagation, the analysis of linear dependencies between parameters and the solution of rank deficiency problems,
  • mathematical methods for the enhancement of the information content (e.g., filters),
  • quantification of variations of mass and angular momentum in different subsystems from multi-sensor analysis,
  • analysis of the consistencies of balances between individual effects and integral geodetic parameters on different spatial scales,
  • formulation of recommendations for future research and (if possible) for future satellite missions on the basis of balance inconsistencies.

Planned Activities

  • Set-up of a JSG webpage for dissemination of information (activities and a bibliographic list of references) and for presentation and communication of research results.
  • Organization of conference sessions / workshops:
    • planned in 2013: Conference Session in the Hotine Marussi Symposium
    • planned in 2014: 2nd workshop on the Quality of Geodetic Observing and Monitoring Systems (QuGOMS’ 14)
  • Common publications of SG members
  • Common fund raising activities (e.g., for PhD. positions)

Principal Scientific Outcome/Results

By the end of the 4-year period 2011-2015 the following outcome shall be achieved: Mature experience in geodetic multi-sensor data combina-tion including data availability, formats, combination strategies and accuracy aspects. Numerical results for separated hydrological contributions to integral mass variations observed by GRACE for selected study areas. Numerical results for separated atmospheric/hydrospheric contributions Earth rotation parameters on seasonal to inter-annual time scales. Initiation of at least one common funded project with positions for PhD students working in the topical field of the study group.

Members

Florian Seitz (Germany), chair
Sarah Abelen (Germany)
Rodrigo Abarca del Rio (Chile)
Andreas Güntner (Germany)
Karin Hedman (Germany)
Franz Meyer (USA)
Michael Schmidt (Germany)
Manuela Seitz (Germany)
Alka Singh (India)