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Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Dec 13, 2015

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Page 1: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.
Page 2: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&DCanada

R et D pour la défenseCanada Canada

The Estimation of Ship Velocity from a SAR Image

James K.E. Tunaley,

Radar Applications and Space Technology Section

DRDC Ottawa

Page 3: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

OBJECTIVES

• Ship velocity vector is important for ocean surveillance:

– Tracking requires ID maintenance

– Dense shipping environments

• Study the feasibility of extracting ship velocity vector (heading and speed) from SAR imagery:

– * Cross-range displacement *

– Kelvin wake

– Other wakes

– Ocean models – internal wave speed (maximum)

• Code software tool (Gayan Abeysundara)

Page 4: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

CROSS-RANGE DISPLACEMENT

• Seasat: note offset

• Internal wave wake?

• Unsteady wake?

Page 5: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

EXAMPLE OF TURBULENT WAKE

• Turbulent wake in Radarsat image

Page 6: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

• Radarsat image

– “Canmar Pride”

EXAMPLE OF KELVIN WAKE

Ship

Transverse Waves

Turbulent Wake

Page 7: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

INTERNAL WAKE (ERS)

Page 8: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

POTENTIAL DIFFICULTIES

• Not always a wake:

– Turbulent wake usually present for large ships: up to and including SS4

– Internal waves common in littoral areas when SS<3

• Ambient sea

• Variety of wake types

– Turbulent

– Steady Internal

– Kelvin

– Unsteady surface and internal wakes

• Some wake arms missing

• Natural internal waves

Page 9: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

RADON TRANSFORM

• Maps lines in spatial domain to points in Radon space

• Should be preceded by high pass filter and possibly by a Wiener post-filter (Seasat)

Page 10: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

EXAMPLE OF RADON TRANSFORM

Page 11: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

WAKE ARM EXTRACTION

• Locate wake using 4 regions

• Extract arms from larger area

Page 12: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

WAKE CLASSIFICATION

• Angle of wake

• Shape of crests; presence of transverse waves

• Width and brightness of lines (important for turbulent wake)

Page 13: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

OTHER TECHNIQUES: OCEAN MODELS

• Internal wave wake opening angle

Page 14: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

KELVIN TRANSVERSE WAVES

• Ship speed equals phase speed

– Dispersion relation

gcU

gk

Page 15: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

PERFORMANCE

• Data from the Canadian Coast Guard

– Reporting points in Gulf of St. Lawrence

Name Type Length (m) Service speed (km/hr)

Actual Speed (km/hr)

Canmar Pride Container Carrier

244 39 41.81.5

Hope 1 Bulk Carrier 188 28 20.40.7

Turid Knutsen Chemical Tanker

163 25 18.90.7 

TABLE 1 SHIP PARAMETERS

Page 16: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

WAKE-DERIVED SPEEDS (TURBULENT)

Name Length (m) Speed (km/hr)

Canmar Pride 200-260 (244) 36.5-41.7 (41.8)

Hope 1 172-240 (188) 23.2-27.5 (20.4)

Turid Knutsen 200-260 (163) 22.6-28.0 (18.9)

TABLE 2IMAGE DERIVED LENGTHS AND SPEEDS

Page 17: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

WAKE-DERIVED SPEED (KELVIN)

• Canmar Pride speed:

– Wavelength about 78 m

– Speed about 40 km/hr (11 m/s, 22 knots)

Page 18: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

SUPPORTING ACTIVITIES

• Wake simulations

– Kelvin

– Internal

– Turbulent

– Unsteady: ship motion, reflections, propellers

• Breaking wave modeling

– Ambient sea (short crested)

– Breaking criteria

Page 19: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

HYDRODYNAMICAL SIMULATIONS

Page 20: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

REAL AND SIMULATED RADAR IMAGE

Page 21: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

BREAKING WAVE CRITERIA (1)

• Banner and Phillips criterion:

dz=0

dt

dy

y

z

dt

dx

x

z

t

z

dt

dz

0 zvv Sz

Page 22: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

TENTATIVE BREAKING CRITERIA

• vS=fluid surface horizontal velocity

• vF=fluid particle horizontal velocity

• grad(z)=slope

0

0

zv

zvv

S

Fz

Page 23: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

EXAMPLE OF WAVE FIELD (SS3, Vw=2m/s along x-axis)

Page 24: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.

Defence R&D Canada R et D pour la défense, Canada

EFFECT OF WIND DRIFT LAYER

• Sea State 3

EFFECT OF WIND DRIFT LAYER

05

10152025303540

0 5 10 15 20

Wind Drift (m/s)

Percen

t B

reakin

g

Series1

*drift u.v 550

)z/zln(

Kvu wind*

0

Page 25: Defence R&D Canada R et D pour la défense Canada The Estimation of Ship Velocity from a SAR Image James K.E. Tunaley, Radar Applications and Space Technology.