shallow rogue waves: observations, laboratory experiments, theories and modelling efim pelinovsky,...

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hallow Rogue Waves: Observations, allow Rogue Waves: Observations, aboratory experiments, theories boratory experiments, theories nd modelling d modelling Efim Pelinovsky Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna Sergeeva, Tatiana Talipova Ekaterina Shurgalin Artem Rodin Department of Nonlinear Geophysical Processes, Institute of Applied Physics, Nizhny Novgorod, RUSSIA Grant No. FP7 GA-234175 Volkswagen Foundation, Germany ave Engineering Laboratory, Institute of Cybernetics, Tallinn, Esto Applied Mathematics Department, State Technical University, Nizhny Novgorod, Russia

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Page 1: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Shallow Rogue Waves: Observations, Shallow Rogue Waves: Observations, laboratory experiments, theories laboratory experiments, theories and modellingand modelling Efim Pelinovsky,

Alexey Slunyaev,Ira Didenkulova, Irina Nikolkina,Anna Sergeeva, Tatiana TalipovaEkaterina ShurgalinaArtem Rodin

Department of Nonlinear Geophysical Processes,Institute of Applied Physics, Nizhny Novgorod, RUSSIA

Grant No. FP7 GA-234175

Volkswagen Foundation, Germany

Wave Engineering Laboratory, Institute of Cybernetics, Tallinn, Estonia

Applied Mathematics Department, State Technical University, Nizhny Novgorod, Russia

Page 2: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Taiwan (Chien et al, 2002)

Historical “Rabid-Dog Waves” 50-years Data Base:140 eyewitness reports from 1949 – 1999

More than 496 people lost their lives and more than 35 crafts were capsized due to nearshore freak waves

Shallow water rogue waves in Taiwan

Page 3: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

The The wave over 9 m washed two people off the breakwaterwave over 9 m washed two people off the breakwaterin Kalk Bay (South Africa). in Kalk Bay (South Africa).

The wave overflows the breakwater.The wave overflows the breakwater.

Rogue wave in Kalk Bay on 26 August 2005

Page 4: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

16 October, 2005 Trinidad 3 m

Page 5: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

16 October, 2005 Trinidad 3 m

Page 6: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

16 October, 2005 Trinidad 3 m

Page 7: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

At least eight people are reported to have been killed after they were swept away by high waves.

South Korea, May 4, 2008South Korea, May 4, 2008

Page 8: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

In October, 1998, thirteen students in the Bamfield Marine Station Fall Program were taken on a field trip to Kirby Point, a wave-beaten peninsula on the southwest corner of Dianna Is. (Barkley Sound, Vancouver Island, British Columbia),

to view the large open-ocean swell breaking on the shore the day after a very large storm had passed through. The students split into two groups and sat atop two adjacent rock outcrops, at least 25 meters above sea level

After about 45 minutes of wave watching, one student tried to capture the feel of these huge waves thundering onto the shore by taking three pictures in quick succession of what looked to be a nice example of a large wave as it started to break

Page 9: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

1) A rogue wave starts to break low on the shore1) A rogue wave starts to break low on the shore

25 m

Page 10: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

2) The rogue wave races up the shore2) The rogue wave races up the shore (approximately 2 sec after the first picture)

25 m

Page 11: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

3) The rogue wave breaks over the students3) The rogue wave breaks over the students who were at least 25 meters above sea level

(approx. 2 sec after the previous picture)

Page 12: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Rogue Waves 2010 February 14, 2010

Page 13: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna
Page 14: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Rogue waves from mass media in 2006-2010(Nikolkina & Didenkulova, 2011)

78 true events

106 possible

Page 15: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Rogue waves in 2006-2010: shallow water

14 of 30 events led to the damage of the vessel, 7 events – to its loss (in deep waters only 5 ships were damaged). These events are also

associated with extremely high number of human fatalities (79 persons) and injuries (90 persons). For comparison, the number of

human losses in the deep water area is significantly less: 6 fatalities and 27 injuries.

In August 2010 the ship carrying 60 people (only 21 rescued) capsized and sank minutes before arriving in harbour.

Another large loss of lives (11 fatalities) occurred in this area when a fishing boat “Jaya Baru” was engulfed by 6 m waves in May, 2007.

Page 16: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Rogue waves in 2006-2010: coast

Totally, during 2006–2010, 39 such events were

reported, which caused 46 fatalities and 79 injuries. Usually such waves appear

unexpectedly in calm weather conditions and result in the washing the person off to the sea.

Page 17: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Rogue waves in 2006-2010: damage

75

149079

7946

6

27

Page 18: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Rogue waves in shallow water: possible mechanisms

The most probable mechanism of rogue wave generation in deep water does not work in shallow water!

Weak dispersion leads to relatively long life-time of individual waves, which makes them more hazardous!

Page 19: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 10 20 30 40 50 60-0.4

-0.2

0

0.2

0.4

0.6

0.8

1

Time (sec)

Sea

leve

l (m

)

0 10 20 30 40 50 60-0.4

-0.2

0

0.2

Time (sec)

Sea

leve

l (m

)

Tallinn Bay, Baltic Sea, depth 2 m

I.Didenkulova,Shapes of freak wavesIn the coastal zone ofthe Baltic Sea (Tallinn Bay), Boreal Env. Research,2011, 16, 138-148

I.Didenkulova, C.Anderson,Freak waves of differenttypes in the coastal zoneof the Baltic Sea.Natural Hazards and Earth System Sciences

2010, 10, 2021-2029

Page 20: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Shallow Water Equations (Hyperbolic System)

Constant Depth, No boundaries

0

Huxt

H0

2

)( 22

gHHu

xt

uH

1D Problem

H – total water depthu – depth averaged velocityg – gravity acceleration

Page 21: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Unidirectional Riemann Wave (right)

0)(

x

HHV

t

H

ghgHu 2

ghgHu

ghV 232

3

Velocity ofpoints

on wave profile

tHVxHtxH )(),( 0

Page 22: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Wave Breaking

dx

xdH

dH

dVTbr )(

max

1

0

0 0.2 0.4 0.6 0.8 1Àì ï ë è òóä à

0

2

4

6

8

10

X

Wave amplitude/depth

/brcTX

Page 23: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 1 2 3 4 5

Ãë óá è í à, H/h

-2

-1

0

1

2

3

4

5V

(H)/

c “Right” Wave

“Left” WavehHH cr 9

4

ghgHu

ghV 232

3

Page 24: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Weak Amplitude – 0.3 mDepth 1 m

Page 25: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Strong Amplitude – 0.9 mDepth – 1m

Page 26: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Sign-Variable Wave

Page 27: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Sign-Variable Wave

Sign-variable wave transforms into unipolar pulse

Page 28: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Random Non-breaking Riemann Wave

ghgHu 2

tHVxHtxH )(),( 0

No Variation in Statistics!

Probability density function W

|/|)()( dudWuW One of them

or bothare

Non-Gaussian

Page 29: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Nonlinear Shallow Water WavesNonlinear Shallow Water Waveson plane beachon plane beach

0

uxxt

0

xg

x

uu

t

u

xxh (Carrier & Greenspan, 1958)

Page 30: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Hodograph Transformation

01

2

2

2

2

1

u

2

2

1u

g

22

1 22

u

gx

11

gt

0)(2 hg

Implicit form

(Carrier & Greenspan, 1958)

Page 31: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

L(t)

r(t) = L(t)

R(t)

h

Explicit solution for the moving shoreline if an incident wave is given far from the

shoreline where it is linear

x(t),r(t)x(t),r(t)u(t)u(t)

Nonlinear Coordinates and velocity

of moving shoreline

Page 32: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

“Nonlinear” Moving Shoreline

Linear Coordinates and velocity

of non-moving shoreline

x=0, R(t), U(t)x=0, R(t), U(t)

g

utUtu

)(

g

u

g

utRtr

2)(

2

Nonlinear Coordinates and velocity

of moving shoreline

x(t), r(t), u(t)x(t), r(t), u(t)

Page 33: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

First Result: Linear Theory predicts Maxima

maxmax Uu

maxmax Rr 00

22

L

H

R

forsinewave

Linear Coordinates and velocity

of non-moving shoreline

x=0, R(t), U(t)x=0, R(t), U(t)

Nonlinear Coordinates and velocity

of moving shoreline

x(t), r(t), u(t)x(t), r(t), u(t)

Page 34: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Second result: linear theory “predicts” wave breaking

g

utUtu

)(

gUU

t

u

1

“Linear” Vertical Acceleration = Gravity Acceleration

1max1

2

2

2

dt

Rd

gBr

0),(

),(

II

xt

The same as Jacobian Transformation

Page 35: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

For irregular runup:Linear theory for nonlinear

extreme runup characteristics

• Nonlinearity does not contribute in

Distribution Functions of Heights

For narrow-band Gaussian Process –

Rayleigh Distribution

• Significant Wave Height does not

change

Page 36: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Nonlinear “real” velocity of the moving shoreline

g

utUtu

)(

gUU

t

u

1

1max1

2

2

2

dt

Rd

gBr

t

U(t

), u

(t)

Page 37: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

dtg

utU

Tdttu

Tu

Tn

Tnn

00

11

Statistical moments for velocity

dd

dU

gU

Tu

Tnn

0

11

1

nn Uu“Linear” statistics for “nonlinear” shoreline velocity

Page 38: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Nonlinear “real” runup

g

u

g

utRtr

2)(

2

t

R(t

), r

(t)

Page 39: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

g

Ud

d

dUR

TgdR

T

g

udt

g

utR

Tr

T T

T

2

11

2

1

2

0 0

0

2

)()(

The mean sea level onshore

gg

Ur U

22

22

The mean sea level rises – Set-UpBut rmax = Rmax and rmin = Rmin does not change

Conclusion: Flooding Time exceeds “Dry” Time

Page 40: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Standard deviation for the sea level onshore

222

2222

4

rR

g

URr

Nonlinearity decreases the standard deviation

22222 2 rrr Rr

Therefore, nonlinear relation between standard deviation and significant wave height

Page 41: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

2/322

3

3

3

32

8

r

rrr

Rr

Skewness and kurtosis

222

222

4

4

42

2343

r

rrrr

R

R

r

Shoreline displacement is non Gaussian process,Shoreline velocity (its derivative) is Gaussian

(> 0)

Page 42: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Observations of the wave field onshore

Page 43: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Set-up

Page 44: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

t

R(t

), r

(t)

Universal spectra

4~)( S

Explanationfrom kinematics

Page 45: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Distribution functionSkewness = 0.2

Kurtosis = - 0.6

Page 46: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Denissenko P., Didenkulova I., Pelinovsky E., Pearson J. Influence of the nonlinearity on statistical characteristics of long wave runup. Nonlinear Processes in Geophysics, 2011, 18, 967-975.

Experiments in Hannover large flume will be soon

Mean level Skewness and Kurtosis

Page 47: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

t

ch x

ch

x

13

2 60

2 3

3

KdV model for shallow water

Inverse scattering method

0),(2

2

txU

dxd

323h

U

Discrete - solitons

Continuous – dispersive tail

Page 48: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Initialdisturbance

evolves solitons +dispersive train

Delta-function (as model of the freak wave) evolves in one soliton and dispersive train

Inverted (in x) dispersive train + soliton will evolve in delta-function

But delta-function is not weak nonlinear and dispersive wave

Page 49: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Soliton-like disturbance

Url

h 0

2

3 - Ursell parameter

N EUr

3

2

1

4

1

21Number of solitons

m Ur

Urm

4

3

3

2

1

4

1

20

2

Maximal soliton

Page 50: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Large Ursell number

max = 2 0

Inverting - no generation of freak wave!

Page 51: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Small Ursell number

1 03 Ur One small soliton

Ur 1

6

Freak wave is almost linear wave in spite of its large amplitude!

0(freak) > 21

Page 52: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Freak Wave as a deep hole (depression)

(x) < 0 – solitonless potential

Only dispersive tail

Similar to linear problem

No limitations on characteristics of deep holes!

Pelinovsky, E., Talipova, T., and Kharif, C. Nonlinear dispersive mechanism of the freak wave formation in shallow water. Physica D, 2000, vol. 147, N. 1-2, 83-94.

Page 53: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Korteweg – de Vries equation Periodic boundary conditions – cnoidal waves

Representation of the solutions through Theta-Function (Matveev, Osborne et al)

A.R. Osborne, E. Segre, and G. Boffetta, Soliton basis states in shallow-water ocean surface waves, Phys. Rev. Lett. 67 (1991) 592-595.A.R. Osborne, Numerical construction of nonlinear wave-train solutions of the periodic Korteweg – de Vries equation, Phys. Rev. E 48 (1993) 296-309. A.R. Osborne, Behavior of solitons in random-function solutions of the periodicKorteweg – de Vries equation, Phys. Rev. Lett. 71 (1993) 3115-3118.A.R. Osborne, Solitons in the periodic Korteweg – de Vries equation, the -function representation, and the analysis of nonlinear, stochastic wave trains, Phys. Review E 52 (1995) N. 1 1105-1122.A.R. Osborne, and M. Petti, Laboratory-generated, shallow-water surface waves:analysis using the periodic, inverse scattering transform. Phys. Fluids 6 (1994) 1727-1744.A.R. Osborne, M. Serio, L. Bergamasco, and L. Cavaleri, Solitons, cnoidal waves and nonlinear interactions in shallow-water ocean surface waves, Physica D 123 (1998) 64-81.

Page 54: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Korteweg – de Vries equation

Modulated wave field:no Benjamin – Feir instability

)sin(1)0,( 0 KxmAxA

062

31

3

32

y

ch

yhc

Page 55: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 56: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 57: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 58: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 59: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 60: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 61: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 62: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 63: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 64: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 65: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 66: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 67: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 68: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 69: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 70: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 71: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 72: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 73: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 74: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 75: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 76: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 77: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 78: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 79: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 80: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 81: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 82: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 83: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 84: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 85: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 86: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 87: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 88: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 89: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 90: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 91: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 92: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 93: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 94: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 95: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 96: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 97: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 98: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 99: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 100: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 101: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 102: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 0 0 4 0 0co o rd in a te

-0 .2

0

0 .2

Page 103: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Page 104: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 2 00 4 00co o rd in a te

-0 .2

0

0 .2

Demodulation: no freak wave Recurrence

Page 105: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 . 0 0 . 4 0 . 8 1 . 2 1 . 6 2 . 0

wave height

0 . 0

0 . 2

0 . 4

0 . 6

0 . 8

1 . 0d

istr

ibu

tio

n f

un

cti

on shallow

deep

Wind Wave Distribution

H

meanH

H

HF

ˆ1

2

2/ˆ1(4exp

h

HH meanˆ

Page 106: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 .4 0 .8 1 .2 1 .6 2k

1 e -0 0 5

0 .0 0 0 1

0 .0 0 1

0 .0 1

0 .1

1

S (k ) K = 0 .2 7 K = 0 .2 4 K = 0 .2 0 K = 0 .1 8

Gaussian Shape

Page 107: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Wave Trajectories, small Ur

Page 108: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Wave Trajectories, Ur = 1

Page 109: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

1 .6 2 2 .4 2 .8 3 .2

A m a x

0

0 .2

0 .4

0 .6

0 .8

1P (A m ax)

lin ea rn o n lin ea r

Page 110: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

30

33 M

m

Moment Calculations

340

44

s

Mm

skewness

kurtosis

Page 111: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

skewness

Relaxationto

steady state

0 2 0 4 0 6 0 8 0tim e

-0 .2

0

0 .2

0 .4

0 .6

0 .8

1

1 .2

m 3

U r= 0 .7

U r= 0 .5

U r= 0 .2

U r= 0 .9 5

Page 112: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

kurtosis

Relaxationto steady state

0 2 0 4 0 6 0 8 0tim e

-0 .4

-0 .2

0

0 .2

0 .4

0 .6

0 .8

1

1 .2

m 4

U r= 0 .7

U r= 0 .5

U r= 0 .2

U r= 0 .9 5

Page 113: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 0 .4 0 .8U r

-0 .6

-0 .4

-0 .2

0

0 .2

0 .4

0 .6

0 .8

1m

m 3

m 4

Steady State

Page 114: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Ur = 0.2

0 .1 1k

0 .0 0 0 1

0 .0 0 1

0 .0 1

0 .1

1S (k )

t = 0 t = 2 0t = 8 0

(a )

Page 115: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Ur = 1

0 .1 1k

0 .0 0 0 1

0 .0 0 1

0 .0 1

0 .1

1S (k )

t = 0 t = 1 8t = 9 0

(d )

Page 116: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 .1 1k

0 .0 0 0 1

0 .0 0 1

0 .0 1

S (k )K = 0 .2 7K = 0 .2 4K = 0 .2 0K = 0 .1 8

relative spectrum width

Page 117: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Crest distribution

0 1 2 3A

0 .0 0 0 1

0 .0 0 1

0 .0 1

0 .1

1P (A )

R ay le ig hU r = 0 .9 5U r = 0 .5U r = 0 .0 7

Page 118: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

North Sea (depth 7 m, Hs = 2.5 m, Ts = 8.4 sec)

Page 119: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 0 .1 0 .2 0 .3 0 .4 0 .5k , m -1

0

1

2

3S (k ), m 3

(a )

0 .0 1 0 .1 1k , m -1

0 .0 0 0 1

0 .0 0 1

0 .0 1

0 .1

1

S (k ), m 3

(b )

Initial Spectra Steady State

Page 120: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 0 .2 0 .4 0 .6 0 .8 1U r

-0 .4

0

0 .4

0 .8m

m o d e lle d

N o rth S ea

k u rto s is

sk ew n essUniversal

curves

Pelinovsky, E., and Sergeeva, A. Numerical modeling of the KdV random wave field. European Journal of Mechanics – B/Fluid. 2006, vol. 25, 425-434.

Sergeeva, A., Pelinovsky, E., and Talipova T. Nonlinear Random Wave Field in Shallow Water: Variable Korteweg – de Vries Framework. Natural Hazards and Earth System Science, 2011, vol. 11, 323-330

Page 121: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna
Page 123: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Soliton Turbulence V.E. Zakharov, Kinetic equation for solitons, Soviet JETP 60 (1971) 993-1000 A. Salupere, P. Peterson, and J. Engelbrecht, Long-time behaviour of soliton ensembles. Part 1 – Emergence of ensembles, Chaos, Solitons and Fractals, 14 (2002) 1413-1424.• Salupere, P. Peterson, and J. Engelbrecht, Long-time behaviour of soliton ensembles. Part 2 – Periodical patterns of trajectorism, Chaos, Solitons and Fractals 15 (2003a) 29-40.• Salupere, P. Peterson, and J. Engelbrecht, Long-time behavior of soliton ensembles, Mathematics and Computers in Simulation 62 (2003b) 137-147.• Salupere, G.A. Maugin, J. Engelbrecht, and J. Kalda, On the KdV soliton formation and discrete spectral analysis, Wave Motion 123 (1996) 49-66.M. Brocchini and R.Gentile. Modelling the runu-up of significant wave groups. Continental Shelf Research, 2001, vol. 21, 1533-1550.

Page 124: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Statistical Characteristics of Solitons: No Interaction – Linear Approach

iiii

N

i

xtKxKAtxu

22

1

4sech),( 22 ii KA

• Soliton amplitudes and phases are random and statistically independent

• Phases are uniformly distributed in domain -L/2 < x < L/2

Page 125: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Moments of N-Soliton Ensembles

2/1224A

L

NK

L

Nu

2/33

23

8

3

16A

L

NK

L

N

2/32/3

2/54/3

2/33

5

5

32

5

32

A

A

N

L

K

K

N

LSk

3

2/7

6

7

35

218

35

18

A

A

N

L

K

K

N

LKu

Page 126: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Two-soliton Interaction: elementary act of soliton turbulence

8.22

1 A

A 8.22

1 A

A

«Exchange» «Overtake»

Analysis for various ratio of soliton amplitudes

Page 127: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Two “first” moments (mean value and dispersion) are constant (KdV invariants)“Skewness” and “Kurtosis” are reduced when solitons interact

Page 128: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Extreme characteristics versus A2/A1

0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10

2

4

6

8

10

12

A2

max

(Kur

tosis

)-m

in(K

urto

sis)

0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10

0.5

1

1.5

A2

max

(Ske

wnes

s)-

min(

Skew

ness

)

0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10.65

0.7

0.75

0.8

0.85

0.9

0.95

1

A2

min

(Y)

Skewness difference Kurtosis difference:

Wave amplitude at collision time

Not the same point

A1/A2 = 2.8!

Page 129: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Numerical Simulation within KdV equation

Page 130: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna
Page 131: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna
Page 132: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

In progress

Page 133: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

0 0 .2 0 .4 0 .6 0 .8 1U r

-0 .4

0

0 .4

0 .8m

m o d e lle d

N o rth S ea

k u rto s is

sk ew n ess

Universalcurves

Soliton Turbulence, Ur >>1

4/1~UrSk 2/1~UrKu

Page 134: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

Conclusions:1.No rogue waves in unidirectional hyperbolic field2. Rogue Waves in Interacted Riemann Waves3. Positive skewness growing with Ur in KdV4. Sign-Variable Kurtosis via Ur in KdV5. Highest Probabilities for large Ur6. Universal curves for 3d and 4th moments7. Soliton turbulence is not Gaussian process with small variations of moments

Page 135: Shallow Rogue Waves: Observations, laboratory experiments, theories and modelling Efim Pelinovsky, Alexey Slunyaev, Ira Didenkulova, Irina Nikolkina, Anna

1. Didenkulova I., and Pelinovsky E. Rogue waves in nonlinear hyperbolicsystems (shallow-water framework). Nonlinearity, 2011, 24, R1-R18. 2. Slunyaev A., Didenkulova I., Pelinovsky E. Rogue waters. ContemporaryPhysics. 2011, 52, No. 6, 571 – 590.3. Pelinovsky, E.N., and Rodin, A.A. Nonlinear deformation of a large-amplitude wave on shallow water. Doklady Physics, 2011, 56, 305-308.4. Didenkulova, I., Pelinovsky, E., and Sergeeva, A. Statistical characteristics of long waves nearshore. Coastal Engineering, 2011, 58, 94-102.5. Denissenko P., Didenkulova I., Pelinovsky E., Pearson J. Influence of the nonlinearity on statistical characteristics of long wave runup. Nonlinear Processes in Geophysics, 2011, 18, 967-975 (experiment).6. Didenkulova I. Shapes of freak waves in the coastal zone of the Baltic Sea (Tallinn Bay). Boreal Environment Research, 2011, 16, 138-149.7. Nikolkina I., Didenkulova I. Rogue waves in 2006-2010. Natural Hazardsand Earth System Sciences, 2011, 11, 2913-2924.8. Sergeeva, A., Pelinovsky, E., and Talipova, T. Nonlinear random wave field in shallow water: variable Korteweg – de Vries framework. Natural Hazards and Earth System Science, 2011, 11, No. 1, 323-330.

Recent References: