For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela...

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For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi , Department of Physics, Univ. Of Rome “La Sapienza” Sergey Dobrokhotov, Institute of Problem of Mechanics, Moscow Academy of Sciences Fabio Raicich, ISMAR , CNR Trieste Sergiy Reutskiy, Ukrainian Academy of Science, Kharkov Brunello Tirozzi , Department of Physics, Univ. Of Rome “La

Transcript of For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela...

Page 1: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

For a scientific approach to extreme events

Asymptotic analysis of typhoons and tsunami

Daniela Bianchi , Department of Physics, Univ. Of Rome “La Sapienza”

Sergey Dobrokhotov, Institute of Problem of Mechanics, Moscow Academy of Sciences

Fabio Raicich, ISMAR , CNR Trieste

Sergiy Reutskiy, Ukrainian Academy of Science, Kharkov

Brunello Tirozzi , Department of Physics, Univ. Of Rome “La Sapienza”

Page 2: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Poleward heat transport

Page 3: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Wind system for water covered Earth

Page 4: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Main wind system (Northern summer)

Page 5: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Main wind system (Southern summer)

Page 6: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Cyclon and Anticyclon

Page 7: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Cyclogenesis at mid latitudes

Page 8: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Westerlies-Rossby wave

Page 9: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Nanmadol

Page 10: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Forecast without heat exchange

Page 11: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
Page 12: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Sonca

Page 13: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Forecast without heat exchange

Page 14: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
Page 15: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Kirogi

Page 16: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

1000 500 500 1000x

1000

500

500

1000

q

Real and computed trajectory with heat exchange

Page 17: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Real and forecast trajectory

Page 18: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
Page 19: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
Page 20: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Maslov decomposition (1/2)

x is the difference among the running point and the typhoon center

F is a function with the singularity in the origin of the square root type

S is a quadratic function of the coordinates x with different eigenvalues

f(x,t), g(x,t) are smooth functions

Self-similarity and stability properties

Page 21: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Maslov decomposition (2/2)

Page 22: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Cauchy Riemann conditions and

stability of perturbations

Page 23: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Perturbed solutions of SW equations (1/3)

Page 24: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Perturbed solutions of SW equations (2/3)

Page 25: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Perturbed solutions of SW equations (3/3)

Page 26: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Conserved structure of the solution (1/2)

Page 27: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Conserved structure of the solution (2/2)

Page 28: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Chi variable at each 0.25 degrees for the 00 of 18.09.06

Sanshan positions: 37.1 N, 132.4 E (developed)

Yagi positions: 20.5 N, 158.6 E (beginning)1 : Chi =0.1282 sec^(-1)

Page 29: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Computation of the trajectory of the center of typhoons

Page 30: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

SW+temp. eq. (1/2)

Page 31: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Sw+temp.eq (2/2)

Page 32: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Lax Wendroff Method (1/4)

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Lax Wendroff method (2/4)

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Lax Wendroff method (3/4)

Page 35: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Lax-Wendroff Method (4/4)

Page 36: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Stability of the vortex

Page 37: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Non stability of the vortex

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Boundary conditions (1/3)

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Boundary conditions (2/3)

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Boundary conditions (3/3)

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Neural Network (1/4)

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Neural Network (2/4)

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Neural Network (3/4)

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Neural Network (4/4)

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Hugoniot-Maslov Hierarchy 1/15

Page 46: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Hugoniot-Maslov Hierarchy 2/15

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Hugoniòt-Maslov Hierarchy 3/15

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Hugoniòt-Maslov Hierarchy 4/15

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Hugoniòt-Maslov Hierarchy 5/15

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Hugoniòt-Maslov Hierarchy 6/15

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Hugoniòt-Maslov Hierarchy 7/15

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Hugoniòt-Maslov Hierarchy 8/15

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Hugoniòt-Maslov Hierarchy 9/15

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Hugoniòt-Maslov Hierarchy 10/15

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Hugoniòt-Maslov Hierarchy 11/15

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Hugoniòt-Maslov Hierarchy 12/15

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Hugoniòt-Maslov Hierarchy 13/15

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Hugoniòt-Maslov Hierarchy 14/15

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Hugoniòt-Maslov Hierarchy 15/15

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More phenomenology (1/4)

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More phenomenology (2/4)

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More phenomenology (3/4)

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More phenomenology (4/4)

Page 64: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Workshop On Renormalization Group, Kyoto 2005

B. Tirozzi, S.Yu. Dobrokhotov,

S.Ya. Sekerzh-Zenkovich,

T.Ya. Tudorovskiy

Analytical and numerical analysis of the wave profiles near the fronts appearing in

Tsunami problems

Page 65: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

“Gaussian” source of Earthquake

-5

-2.5

0

2.5

5-5

-2.5

0

2.5

5

00.250.5

0.751

-5

-2.5

0

2.5

5

Page 66: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Level curves of perturbation

-2-1

01

2

-4-2

024

Page 67: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Wave profiles at the front at time t at different angles

-4 -2 2 4

-0.5

0.5

1

1.5

Page 68: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

3D wave profile for elliptic source

-20

-10

0

10

20-20

-10

0

10

20

-0.500.511.5

-20

-10

0

10

20

Page 69: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

“Modulated gaussian” source of Earthquake

-5

-2.5

0

2.5

5-5

-2.5

0

2.5

5

-2

0

2

-5

-2.5

0

2.5

5

Page 70: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Level curves of perturbation

-2-1

01

2

-4-2

024

Page 71: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Wave profiles at the front at time t at different angles

-4 -2 2 4

-1

-0.75

-0.5

-0.25

0.25

0.5

0.75

1

Page 72: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

3D wave profile for elliptic source

-20

-10

0

10

20-20

-10

0

10

20

-2-1012

-20

-10

0

10

20

Page 73: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

The ridge near the source of Eathquake

-5

0

5

-5

0

5

-3

-2

-1

0

-5

0

5-6 -4 -2 0 2 4 6

-6

-4

-2

0

2

4

6

Page 74: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Fronts at different times

Page 75: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

The set of profiles

-20 -15 -10 -5 5 10 15 20

-20

-15

-10

-5

5

10

15

20

0.658889

1.48386

1.03988

0.0444183

1.03364

1.47197

0.658554

0.00228282

Page 76: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

-20 -15 -10 -5 5 10 15 20

-20

-15

-10

-5

5

10

15

20

0.658889

1.48386

1.03988

0.0444183

1.03364

1.47197

0.658554

0.00228282

Page 77: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
Page 78: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
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Simulations for Tyrrhenian Sea

-400 -200 0 200 400

-400

-200

0

200

400

-400 -200 0 200 400

-400

-200

0

200

400

Relief data:National Oceanic and Atmospheric Administration (NOAA)National Geophysical Data Center (NGDC)ETOPO2 2-minute Global Reliefhttp://www.ngdc.noaa.gov/mgg/gdas/gd_designagrid.html

Page 80: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Rays for imaginary source at Stromboli: 38.8 N, 15.2 E

50 100 150 200 250 300 350 400

-400

-350

-300

-250

-200

-150

-100

-50

Page 81: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Amplitudes of wave at different points of the coast

150 200 250 300 350 400 450

-350

-300

-250

-200

-150

-100

0.155356

0.0916952

0.118962

0.019779

0.00317829

0.09830570.0886875

0.306578

0.1297210.00840296

Page 82: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

3D wave profile

Page 83: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Density plot

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... Workshop on Extreme Events ...Max Planck Institut for Complex SystemDresden, 30 October-2 November 2006

Analysis of the tsunami event in Algeria 2003

S. Dobrokhotov (1), B. Tirozzi (2), P. Zhevandrov (3),

F. Raicich (4)

(1) Institute for Problems in Mechanics, RAS, Moscow, Russia(2) Department of Physics, University “La Sapienza”, Rome, Italy(3) Escuela de Ciencias Fisico-Matematicas, Morelia, Mich., Mexico(4) CNR, Institute of Marine Sciences, Trieste, Italy

Page 85: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Valencia

Barcelona

Ibiza

Earthquake data (USGS): t0: 18:44:19 GMT, 21 may 2003 USGS: epicenter 36.96°N, 3.63°E, M=6.9, hf=12 km Borerro: epicenter 36.90°N, 3.71°E, M=6.8, hf=10 km, strike=56°

Page 86: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
Page 87: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Ellipsoidal deformation

M = 6.9

hf = 12 km

(Pelinovsky et al., 2001)

a = 34 km

b = 12 km

b56°

a

Coordinates: model gridpoints

Page 88: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

(Dobrokhotov et al., 2006)

a1= 1.2 10-2 km-1

Gaussian*cosine deformation

= 0

a2 = 2.7 10-2 km-1

b1 = 0.5 10-2 km-2

b2 = 4.0 10-2 km-2

= 56°

Coordinates: model gridpoints

Page 89: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”
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Wave equation

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Average of fast oscillating solutions

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Amplitude of the waves at tsunami front

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Solutions before and after the scattering of the beach (1/2)

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Solutions before and after the scattering of the beach (2/2)

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Graphics 1

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Graphics 2

Page 104: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

Graphics 3

Page 105: For a scientific approach to extreme events Asymptotic analysis of typhoons and tsunami Daniela Bianchi, Department of Physics, Univ. Of Rome “La Sapienza”

End