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Suspended Matter, Ocean Optics, Coastal Remote-Sensing What Drives the Coastal Ocean Remote-Sensing Reflectance ? Robert H. Stavn Biology Dept., Univ. of North Carolina at Greensboro, Greensboro, NC Naval Research Lab., Oceanography Division, Stennis Space Center, MS 21. June 2012

Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

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Page 1: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Suspended Matter, Ocean Optics, Coastal Remote-Sensing

What Drives the Coastal OceanRemote-Sensing Reflectance ?

Robert H. Stavn

Biology Dept., Univ. of North Carolina at Greensboro, Greensboro, NCNaval Research Lab., Oceanography Division, Stennis Space Center, MS

21. June 2012

Page 2: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Introduction

Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters:

• The Major Optical Driver of In-Water Scattering/backscattering signal

• Atmospheric Correction and Bright/Dark Pixels in the Near IR

Suspended Mineral Matter is the key

Page 3: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Overall Requirements for Coastal Ocean Remote-Sensing

• Valid Ocean Optical Properties

• Portable (Robust) Remote-Sensing Algorithms

• Suspended Mineral Effects on Optical Scattering

• Aggregation of Mineral Colloidal/Nanoparticles

• Biogeo-optical Models and Biogeochemistry

Page 4: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Valid Ocean Optical Properites

m ijPIM i j

m m ijv

•True Optical Cross Sections, Mass-Specific Scattering Cross Section:

o ijPOM i j

do do o ijf v

• Working with known Particle Size Distributions and Refractive Indices

Page 5: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Portable Remote-Sensing Algorithms

Suspended Minerals Strongest Effect on Scattering/backscattering signal

Bio-optical Inversions do not work in Coastal Biogeo-optical Systems:

• Irish Sea: Binding, Bowers, McKee, Cunningham

• Canadian Lakes: Bukata, Jerome, Gallie, Murtha, et al.

Suspended Mineral Matter Violates Dark Pixel Assumption for Atmospheric Correction – Not Investigated Quantitatively

Page 6: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Dark Pixel Assumption and Mineral Scattering

Page 7: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Dark Pixel Assumption and Mineral Scattering

Note the Effect of Particle Size on single scattering albedo in near IR:

• 0.25 m Particles Scattering/backscattering nearly 1.0

• 0.5 – 0.7 m Particles Scattering/backscattering 0.6 – 0.8

Suspended Mineral Matter is the key & not yet investigated quantitatively

Page 8: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Suspended Mineral Effects on Optical Scattering

Page 9: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles

Colloidal/Nano Particles Aggregate Spontaneously and Significantly Affect the PSD:

Page 10: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles

Particles Larger than 1 m tend to aggregate from Brownian (DLA) and Shear (RLA) Collisions:

Page 11: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water
Page 12: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles

Two Major Mechanisms:

• DLA – Diffusion Limited from Brownian Motion

• RLA – Reaction Limited from Hydrodynamic Shear

Page 13: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles

Structure of Aggregate Particles Described by Fractal Geometry:

• DLA Structures have low Fractal Dimension: 1.5 – 2.5

• RLA Structures have high Fractal Dimension: 2.5 – 3.0

Page 14: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles: PSD

Primary Particle Dominated PSD (Risovic Gamma Formulation):

Page 15: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles: PSDAggregated Particle Dominant PSD (Risovic Gamma Formulation):

Page 16: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles: Optics

Optical Effects of Primary Particle Dominant PSD:

Spectral Mass-specificScattering Cross Sections

0.00

0.10

0.20

0.30

0.40

0.50

0.60

0.70

0.80

0.90

1.00

1.10

350 400 450 500 550 600 650 700 750

Wavelength (nm)

[PI

M] (

) (m2 /g

)

Mobile BayIllite LowIllite StdIllite HighMont. LowMont. StdMont. High

Page 17: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Aggregation of Mineral Colloidal/Nano Particles: Optics

Optical Effects of Aggregate Particle Dominant PSD:

Spectral Mass-specificScattering Cross Sections

0.00

0.10

0.20

0.30

0.40

0.50

0.60

0.70

0.80

0.90

1.00

1.10

350 400 450 500 550 600 650 700 750

Wavelength (nm)

[PI

M] (

) (m2 /g

)

Irish Sea M. & C.Irish Sea BowersIllite LowIllite StdIllite HighMont. LowMont. StdMont. High

Page 18: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Biogeo-optics & Biogeochemistry

Ecosystem Stoichiometry: O(212):C(108):N(16):P(1)Redfield Ratio

Redox Reactions: Electron Flow Photosynthesis/Respiration

Sorption & Chelation critical nutrients, trace elements,pollutants

Page 19: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Limiting NutrientsFreshwaters: Phosphate

PO4 sorption on suspended clay minerals

Coastal Ocean: NitratePO4 desorption from suspended clayminerals

Sorption: function of clay surface area, i.e.Particle Size Distribution & aggregation

Page 20: Suspended Matter, Ocean Optics, Coastal Remote-Sensing · Introduction Two Major Issues Facing Remote-Sensing of Coastal & Inland Waters: • The Major Optical Driver of In-Water

Mouth of Mississippi: Clay Minerals, Quartz, & Amorphous Silica (Diatoms)

0

20

40

60

80

100

1202

6.8

11.6

16.4

21.2 26

30.8

35.6

13b-0.1274

14b-0.1238

15b-0.1274

13b-0.1274triple dwelltime14b-0.1238-triple dwelltime