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Modeling Climate Change in the Laboratory Miklós Vincze MTA-ELTE Theoretical Physics Research Group ELTE Institute of Physics, von Kármán Laboratory for Enviromental Flows (HU), BTU Cottbus-Senftenberg, Department of Aerodynamics and Fluid Mechanics (DE) Intl. Conf. On Teaching Physics Innovatively – Budapest, Hungary August, 2015

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Page 1: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Modeling Climate Change in the Laboratory

Miklós Vincze

MTA-ELTE Theoretical Physics Research Group

ELTE Institute of Physics, von Kármán Laboratory for Enviromental Flows (HU),

BTU Cottbus-Senftenberg, Department of Aerodynamics and Fluid Mechanics (DE)

Intl. Conf. On Teaching Physics Innovatively – Budapest, HungaryAugust, 2015

Page 2: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

First of all: What kind of laboratory?

A Laboratory for environmental flows (aka geophysical fluid dynamics), called Kármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚Environmental Flow maniacs(?)’ in Hungarian)

Founded in 1998 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale(atmosphere, ocean) flow structures

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Website (www.karman.elte.hu) almost up-to-date…

Video (courtesy index.hu)

Page 3: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

First of all: What kind of laboratory?

A Laboratory for environmental flows (aka geophysical fluid dynamics), called Kármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚EnvironmentalFlow maniacs(?)’ in Hungarian)

Founded in 2002 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale (atmosphere, ocean) flow structures

Website (www.karman.elte.hu) almost up-to-date…

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Page 4: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

First of all: What kind of laboratory?

A Laboratory for environmental flows (aka geophysical fluid dynamics), calledKármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚Environmental Flow maniacs(?)’ in Hungarian)

Founded in 1998 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale(atmosphere, ocean) flow structures

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Website (www.karman.elte.hu) almost up-to-date…

Video (courtesy index.hu) LINK: http://index.hu/video/2010/09/26/kutatok_ejszakaja_2010/ [from 02:00 to 04:00]

Page 5: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Hot topics

A Laboratory for environmental flows (aka geophysical fluid dynamics), called Kármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚Environmental Flow maniacs(?)’ in Hungarian)

Founded in 2002 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale(atmosphere, ocean) flow structures

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Website (www.karman.elte.hu) almost up-to-date…

Video (courtesy: index.hu)

Page 6: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Hot topics

A Laboratory for environmental flows (aka geophysical fluid dynamics), called Kármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚Environmental Flow maniacs(?)’ in Hungarian)

Founded in 2002 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale(atmosphere, ocean) flow structures

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Website (www.karman.elte.hu) almost up-to-date…

Video (courtesy: index.hu)

Page 7: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Hot topics

A Laboratory for environmental flows (aka geophysical fluid dynamics), called Kármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚Environmental Flow maniacs(?)’ in Hungarian)

Founded in 2002 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale(atmosphere, ocean) flow structures

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Website (www.karman.elte.hu) almost up-to-date…

Video (courtesy: index.hu)

Page 8: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Hot topics

A Laboratory for environmental flows (aka geophysical fluid dynamics), called Kármán Laboratory of Eötvös University

(hidden abbreviation: K.ár.mán. – can also stand for ‚Environmental Flow maniacs(?)’ in Hungarian)

Founded in 2002 by Imre M. Jánosi, Tamás Tél, Gábor K. Szabó, and Viktor Horváth

The principle of hydrodynamical similarity enables modeling large-scale(atmosphere, ocean) flow structures

Demonstration, teaching (incl. High school groups, Researchers’ Night, etc.), research

Website (www.karman.elte.hu) almost up-to-date…

Video (courtesy: index.hu)

Page 9: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Why to use such a lab for research purposes nowadays? -#1: Lab experiments as ‚analog computers’

“It always bothers me that, according to the laws as we understand them today, it takes a computing machine an infinite number of logical operations to figure out what goes on in no matter how tiny a region of space, and no matter how tiny a region of time.”

- R. P. Feynman

(In: The Character of Physical Law, 1967)

Page 10: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Why to use such a lab for research purposes nowadays? -#2: Test-bed for „Nimitz class” complex flow models

• A somewhat provocative statement:

The operational numerical methods and models for weather forasting and climate prediction can be validated only in the lab! (if at all)

Page 11: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 12: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 13: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 14: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 15: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 16: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 17: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 18: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 19: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 20: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 21: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 22: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 23: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 24: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 25: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 26: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 27: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 28: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

So, what can be done?

•How to separate parametrization(discretization, etc.) errors from those that originate from our incomplete understanding of the system

•Let’s build/find a physical system which behaves like the atmosphere, but still much simpler, and all the governing equations are correctly understood!

Page 29: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

A minimal model of mid-latitude weather

- A large variety of the typical atmospheric phenomena of the mid-latitudes are primarily driven by two factors only.

- Rotation + meridionaltemperature difference ≈ weather

- Let’s use a differentially heated rotating circular tank for method validation!

Page 30: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

• A differentially heated cylindrical tank, mounted on a turntable. “Rotating annulus”

Geometrical parameters(Cottbus):

a = 45 mm

b = 120 mm

d = 135 mm

A minimal model of mid-latitude weather

Page 31: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

• A differentially heated cylindrical tank, mounted on a turntable. “Rotating annulus”

Geometrical parameters(Cottbus):

a = 45 mm

b = 120 mm

d = 135 mm

A minimal model of mid-latitude weather

Page 32: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

• A differentially heated cylindrical tank, mounted on a turntable. “Rotating annulus”

Geometrical parameters(Budapest):

a = 45 mm

b = 150 mm

d = 40 mm

A minimal model of mid-latitude weather

Page 33: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Basics: baroclinic instability

Page 34: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Basics: baroclinic instability

“Sideways convection” – no

threshold in ΔT

(i.e. No ‘critical Rayleigh number’)

Any temperature difference can

initiate the flow

Page 35: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Basics: baroclinic instability

“Sideways convection” – no

threshold in ΔT

(i.e. No ‘critical Rayleigh number’)

Any temperature difference can

initiate the flow

Page 36: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Basics: baroclinic instability

Page 37: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Basics: baroclinic instability

Rotation!

Page 38: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Baroclinic instability

Rotation!

Zonal flow

(thermal wind)

Geostrophic theory:

Tilted density

surfaces

Page 39: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Baroclinic instability

Rotation!

Zonal flow

(thermal wind)

Geostrophic theory:

Tilted density

surfaces

Page 40: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Baroclinic instability

Rotation!

Zonal flow

(thermal wind)

Geostrophic theory:

Tilted density

surfaces

Baroclinic instability!

Page 41: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Baroclinic waves

- control parameters:

• rotation rate, radial temperature difference

- Different planetary atmospheres can be modelled

• Venus: slow rotation, zonal flow

• Earth: fast rotation Coriolis effect cyclones (“weather”)

Page 42: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Baroclinic waves, planetary analogies

- control parameters:

• rotation rate, radial temperature difference

- Different planetary atmospheres can be modelled

• Venus: slow rotation, zonal flow

• Earth: fast rotation Coriolis effect cyclones (“weather”)

Page 43: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 44: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 45: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,
Page 46: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

The regime diagram (after Fultz)

Page 47: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

The regime diagram (after Fultz)

Page 48: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

The regime diagram (after Fultz)

Page 49: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

The regime diagram (after Fultz)

Page 50: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Preliminary results

Page 51: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Preliminary results

Page 52: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Comments, conclusions:

In the model decreasing equator-to-pole temperaturedifference seems to yield smaller fluctuations (in terms of magnitude)

Temporal behaviour needs to be investigated! (Expectation: smaller temperature difference makes the model weatherless predictable – smaller velocities, smaller cyclones, more freedom for the structures to interact)

Significant differences between the three runs! In manycases the trends are not even evident in the temperatureanomaly records! – A much-much larger ensemble is needed. (Work in progress.)

Climate is what you expect, weather is what you get.

Page 53: Modeling Climate Change in the Laboratoryparrise.elte.hu/tpi-15/slides/Vincze_Miklos.pdf · A Laboratory for environmental flows (aka geophysical fluid dynamics), ... scale (atmosphere,

Thank you for your attention!