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2/11/2010 1 Research Review

2/11/2010 1 Research Review. Geodesic Grids Finite volume transport Reconstruction functions Mass Flux Calculations Monotonic Limiting 2/11/2010

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Page 1: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

2/11/20101Research Review

Page 2: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

Geodesic Grids Finite volume transport Reconstruction functions Mass Flux Calculations Monotonic Limiting

2/11/2010 2Research Review

Page 3: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

Source: NCAR

Source: Wikipedia

Geodesic grids: Tessellations of the sphere generated from platonic solids

Motivation : To avoid the POLE PROBLEM

Problem: Traditional finite difference methods are not applicable – grid lines not aligned to latitude/longitude

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Page 4: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

Transport Equation

Integrating over the area

Integrating in time gives

0Vt

)(.

0Vqt

q

)(.

dnVtA

ˆ

dnVq

t

q

A

ˆ

dnVqA

qq ttt ˆ1

)()(

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Page 5: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

dnVqA

qq ttt ˆ1

)()(

Note : In three cases, Depending on V the q estimate will be different. (Trajectory Calculation)

Reconstruction Function

cybxayxq ),(

fxyeydxcybxayxq 22),(

ayxq ),(Constant

Linear

Quadratic2/11/2010 5Research Review

fluxoutgingfluxgincoqq ttt min)()(

Page 6: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

2/11/2010Research Review 6

dnVqA

qq ttt ˆ1

)()(

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Various Cases

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Page 8: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

dnVqA

qq ttt ˆ1

)()(

Note : In three cases, Depending on V the q estimate will be different. (Trajectory Calculation)

Reconstruction Function

cybxayxq ),(

fxyeydxcybxayxq 22),(

ayxq ),(Constant

Linear

Quadratic2/11/2010 8Research Review

fluxoutgingfluxgincoqq ttt min)()(

Page 9: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

yyxyxx

yx

fkyfkyhxfhx

fkyfhxkhf

fxyeydxcybxakyhxf

22

22

)())((2)(2

1

)()(),(

),(

2,1,,1 )/()2( xffff jijijixx

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2/11/2010 10Research Review

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2/11/2010 11Research Review

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Page 13: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

223322 jxyyixhygxfxyeydxcybaf

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Page 14: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

Area- Avg -Quad

Area Cubic

e^(x)

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Page 15: 2/11/2010 1 Research Review.  Geodesic Grids  Finite volume transport  Reconstruction functions  Mass Flux Calculations  Monotonic Limiting 2/11/2010

SOLUTION : MONOTONICITY CONSTRAINT

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ZalesekKeep as much as weighing of higher order estimate as possible and at the same time preserving the monotonicity . (Details in Zalesek ,1979)

Vanleer :Gradients are limited for each hexagon as described in Dukowicz and Kodis(1987)

Thuburn:A multidimensional flux limiter which modifies the estimated mixing ratio values at the edge itself.( details in Thuburn 1996)

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M D

T Z

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Geodesic Grids are attractive because are computationally more efficient for AGCM

Steps involved in Tracer transport are a) Compute reconstruction; b) Compute Mass flux; c) Monotonic limiting ( if needed)

Accuracy of reconstruction function determines the convergence order of scheme

Mass flux calculation are important and are responsible for overall computational cost of scheme

Monotonic limiting is important and has been successfully tested

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