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Workshop on Regional Gravity and Geomagnetic Field Modelling Bavarian Academy of Sciences and Humanities, Munich February 23-24, 2012 Isoparametric Boundary Elements Matthias Weigelt Geodätisches Institut Stuttgart [email protected]

Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

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Page 1: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

Workshop on Regional Gravity and Geomagnetic Field Modelling Bavarian Academy of Sciences and Humanities, Munich

February 23-24, 2012

Isoparametric Boundary Elements

Matthias Weigelt

Geodätisches Institut Stuttgart [email protected]

Page 2: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Primary objective: local gravity field determination from CHAMP, GRACE (and GOCE)

Interest: improved static and time-variable gravity field

(make use of residual signal and data distribution)

Input data: potential values along the orbit

gravity gradient along the orbit

relative gradient along the orbit

Data type: currently only single data type

However: no restrictions on the combination of different data types (combination on normal equation level)

Application

Matthias Weigelt 2

Page 3: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Decomposition of the surface into elements with finite extend (boundary elements)

Basic principle

Matthias Weigelt 3

e.g. blocks

e.g. triangles

Page 4: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Example: Consider the single layer potential

Separation of the surface into elements:

Assumption:

The boundary elements are called isoparametric if

Basic principle

Matthias Weigelt 4

Page 5: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Basic principle

Matthias Weigelt 5

Example: Consider the single layer potential

Including transformation to the normal triangle and spherical integration

Integration by Gaussian quadrature

Integration is exact for a polynomial of order 2L.

Page 6: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Base functions are

– strictly space-limited (i.e. band-unlimited)

– compact

– continuous but not differentiable at the edges

– singular if the point of interest lies inside or on the corner of the element

• Weak singularity for potential

• Strong singularity for gradient

Mathematical properties

Matthias Weigelt 6

Page 7: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Example: linear triangle

Base function

Matthias Weigelt 7

Page 8: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Other base functions

Matthias Weigelt 8

six node triangle

four node quadrilateral

eight node quadrilateral: nine node quadrilateral: infinite quadrilateral:

Page 9: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Point grid: any (as long as a proper tessellation is possible)

Currently based on the maxima and minima of an a priori field

Point Grids

Matthias Weigelt 9

Page 10: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

• Search for maxima and minima of an a priori field

• Triangulation by Delaunay tessellation

• Least-squares adjustment

– brute-force

– assembly of the normal matrix (singularity!)

– full consideration of the stochastic information

• No regularization

– objective: avoid regularization by proper grid

– iterative search for vertices

Solution approach

Matthias Weigelt 10

Page 11: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Closed loop simulation: noisefree and h=0km

Simulation study

Matthias Weigelt 11

Page 12: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Closed loop simulation: noise=1% and h=400km

Simulation study

Matthias Weigelt 12

Page 13: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Simulation study

Matthias Weigelt 13

Page 14: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

• Optimal placement of the surface masses

– considering other quantities, e.g. curvature

– considering quadratic base elements

• Optimal tessellation using also combinations of elements

• Edge effect

– RCR technique

– Infinite elements ?

• Regularization

– avoidable by choosing the proper grid (?)

Open questions

Matthias Weigelt 14

Page 15: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

ICCT study group JSG 0.6

Matthias Weigelt 15

Applicability of current GRACE solution strategies to the next generation of inter-satellite range

observations

Chairs: Matthias Weigelt, Co-Chair Adrian Jäggi

In collaboration with JSG 0.3

Comparison of methodologies for regional gravity field modelling

Chairs: M. Schmidt, Co-Chair: Ch. Gerlach

Page 16: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Background

Matthias Weigelt 16

Page 17: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

Approaches

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Variational equations In-situ observations

Classical (Reigber 1989, Tapley 2004)

Celestial mechanics approach (Beutler et al. 2010, Jäggi 2007)

Short-arc method (Mayer-Gürr 2006)

Energy Integral (Han 2003, Ramillien et al. 2010)

Differential gravimetry (Liu 2010)

LoS Gradiometry (Keller and Sharifi 2005)

Page 18: Matthias Weigelt - orbilu.uni.luorbilu.uni.lu/bitstream/10993/14345/1/Weigelt2012d.pdf · Matthias Weigelt Geodätisches ... The boundary elements are called isoparametric if Basic

RegGrav Workshop Feb. 23-24, 2012, Munich

The objectives of the study group are therefore to:

• investigate each solution strategy, identify approximations and linearizations and test them for their permissibility to the next generation of inter-satellite range observations,

• identify limitations or the necessity for additional and/or more accurate measurements,

• quantify the sensitivity to error sources, e.g. in tidal or non-gravitational force modeling,

• investigate the interaction with global and local modeling,

• extend the applicability to planetary satellite mission, e.g. GRAIL

• establish a platform for the discussion and in-depth understanding of each approach and provide documentation.

Objectives

Matthias Weigelt 18