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Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF QUANTITATIVE IMAGING OF COASTAL WATERS COAST Meeting 29 – 30 September 2004 - OSU, Corvallis OR

Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

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Page 1: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Dariusz Stramski Marine Physical LaboratoryScripps Institution of OceanographyUniversity of California, San Diego

OCEAN OPTICS SCIENCE IN SUPPORT OF

QUANTITATIVE IMAGING OF COASTAL WATERS

COAST Meeting29 – 30 September 2004 - OSU, Corvallis OR

Page 2: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

R() = f [ seawater constituents ]

≈ f [ bb() / a() ]

≈ f [ bb() / ( a() + bb() ) ]

= f [ a(), E(, ), I(, ’→ ) ]

R() = f [ IOPs() ]

IOPs() = f [ seawater constituents ]

Page 3: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Seawater is a complex optical medium with a great variety of particle types and soluble species

10 m

Page 4: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

IOPd+CDOM() = IOPd() + IOPCDOM()

IOPp() = IOPph() + IOPd()

IOP() = IOPw() + IOPp() + IOPCDOM()

Three- or four-component model based on few broadly defined

seawater constituents

Page 5: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

A three-component model of absorption

Page 6: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Chlorophyll-based models

IOPph() = f [ Chl ]

IOPp() = f [ Chl ]

IOP() = IOPw() + f [ Chl ]

Page 7: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Case 1 and Case 2 Waters

Morel and Prieur (1977); Gordon and Morel (1983)

Page 8: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

• Average trends

• Large, seemingly random, variability

Page 9: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Clarke, Ewing and Lorenzen (1970)

Chlorophyll algorithms more than 30 years of history

Page 10: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Bricaud et al. (1998)

Page 11: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Beam attenuation vs chlorophyll

Loisel and Morel (1998)

Page 12: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Standard Chl algorithms in the Baltic Sea

Darecki and Stramski (2004)

Page 13: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Stagnation

Case1/Case 2 bio-optics

10

1

)( )(i

iiIOPIOP

Reductionist approachNew science strategy

Page 14: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Reductionist reflectance / IOP model

)()()(11

i

j

ii

j

ii NIOPIOP

Ni

])(,)(,),(,)([(1

,i1

,i1

,i1

,i

j

ibi

j

ibbi

j

ibi

j

iai NNNNfR

Page 15: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

m

min m,IOP minerals)(

k

pla k,IOPIOP plankton )( )(p

n

det n,IOP detritus)(

j

bub j,IOP bubbles)(

Page 16: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

EXAMPLE CRITERIA

• Manageable number of components

• The sum of components should account for the total bulk IOPs as accurately as possible

• The components should play a specific well-defined role in ocean optics, marine ecosystems, biogeochemistry, water quality, etc.

Page 17: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Example components ofsuspended particulate matter

Living ParticlesAutotrophs

1. Picophytoplankton <2 m2. Small nanophytoplankton 2-8 m3. Large nanophytoplankton 8-20 m4. Microphytoplankton 20-200 m

Heterotrophs5. Bacteria ~0.5 m6. Microzooplankton O(1-100) m

Non-Living ParticlesOrganic

7. Small colloids 0.02-0.2 m8. Larger colloids 0.2-1m9. Detritus >1m

Inorganic10. Colloidal/Clay minerals

<2m11. Larger (Silt/Sand) minerals

>2m

iii G Q )()( i

i

Ν

IOP )(

Page 18: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Stramski et al. (2001)

Page 19: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Interspecies variability in absorption

Stramski et al. (2001)

Page 20: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Interspeciesvariability inscattering

Stramski et al. (2001)

Page 21: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Intraspecies variability over

a diel cycle

Thalassiosira pseudonana

Stramski and Reynolds (1993)

Page 22: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Absorption of mineral particles

Babin and Stramski (2004); Stramski et al. (2004)

Page 23: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Asian mineral dust

Stramski and Wozniak (2004)

Page 24: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Scattering phase functions of bubbles

Piskozub et al. (2004)

Page 25: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Reductionist reflectance / IOP model

)()()(11

i

j

ii

j

ii NIOPIOP

])(,)(,),(,)([(1

,i1

,i1

,i1

,i

j

ibi

j

ibbi

j

ibi

j

iai NNNNfR

Page 26: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

IOPmodel

Stramski et al. (2001)

Page 27: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Size distribution

Page 28: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Absorption Scattering

Page 29: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Absorption Backscattering

Page 30: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

Radiative transfer model

Mobley and Stramski (1997)

Page 31: Dariusz Stramski Marine Physical Laboratory Scripps Institution of Oceanography University of California, San Diego OCEAN OPTICS SCIENCE IN SUPPORT OF

The complexity of seawater as an optical medium should not deter us from pursuing the proper course in basic research to ensure quantitatively meaningful applications in coastal water imaging