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IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

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Page 1: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Lecture 8Mesoscale variability and coastal pollution

Page 2: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

This lecture includes the following topics:

1. Phytoplankton, the main contributor to ocean color:- Passive tracer- Active growing biomass

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

3. Spring bloom in Southern California Bight resulting from coastal upwelling

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

4. Stormwater plumes off southern California

Page 3: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Multi-discipline approach implies that the simultaneous measurements of distribution of phytoplankton and physical environment enable the studies of physical factors, which determine the distribution of phytoplankton.

SeaWiFS surface chlorophyll AVHRR Sea Surface Temperature

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 4: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

1. Phytoplankton is both a passive tracer transported by water circulation and an active biomass growing under favorable conditions (light, nutrients, etc.). It is important to distinguish between these two processes.

Horizontal circulation transports phytoplankton in horizontal direction, resulting in changes in its horizontal distribution.

Vertical stratification of water column regulates the growth of phytoplankton biomass.

So, the mesoscale variability of phytoplankton visible at satellite images results from both passive transport and active growth.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 5: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The illustrative example of mesoscale variability of phytoplankton is the Black Sea located in southeastern Europe.

The abyssal plain of depth more than 2000 m is separated from the margins by steep continental slopes, excluding the shallow northwestern part. The wide northwestern continental shelf (mean depth about 50 m) occupies the region between the Crimean peninsula and the west coast.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 6: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

A basin scale cyclonic boundary Rim Current is the main feature of the Black Sea general circulation. The Rim Current is <75 km wide and has an average speed of 20 cm s-1. Along the coastal lines anticyclonic vorticity arises due to the Rim Current meandering, resulting in anticyclonic eddies in coastal zones.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 7: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

High-resolution AVHRR images enabled studies of the formation and evolution of the cyclonic and near-shore anticyclonic eddies along the coast and their influence on distribution of remote-sensed chlorophyll.

aNAE-1

C1

C2

3 6 3 7 3 8 3 9 4 0

4 3

4 4

4 5

0.5

0.6

0.7

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1.0

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1.2

08/10/97

oE

oN

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m g/m3

NAE-1

NAE-2

NAE-3

NAE-4

C2

NAE-5

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 8: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

These AVHRR images illustrate the dynamics of the cyclonic eddies (C-1, C-2) and near-shore anticyclonic eddies (NAE-1, NAE-2, etc.) during the autumn 1997.

aNAE-1

C1

C2

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 9: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

These AVHRR images illustrate the dynamics of the cyclonic eddies (C-1, C-2) and near-shore anticyclonic eddies (NAE-1, NAE-2, etc.) during the autumn 1997.

bNAE-1

C1

C2

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 10: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

These AVHRR images illustrate the dynamics of the cyclonic eddies (C-1, C-2) and near-shore anticyclonic eddies (NAE-1, NAE-2, etc.) during the autumn 1997.

CN AE-1

C 2

C 1

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 11: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

These AVHRR images illustrate the dynamics of the cyclonic eddies (C-1, C-2) and near-shore anticyclonic eddies (NAE-1, NAE-2, etc.) during the autumn 1997.

d

N AE -1 NA E-2

N AE-3N AE-4

C 2N A E - 5

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 12: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The propagation of the near-shore anticyclonic eddies resulted in change of the direction of currents over the continental slope.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 13: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

Hydrographical observations support upwelling in the cyclonic eddies and downwelling in the anticyclonic eddies.

250

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1 31 41 3

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8

7.57.5

1012 1411

T T

8.5

8

7.57.5

12 1314

12

3456789101112211917161514131220 St.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 14: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

Torrential rains in the beginning of October 1997 resulted in increased freshwater discharge and accumulation of phytoplankton and pollutants in the near-shore anticyclonic eddies.

a

3 0 3 1 3 2 3 3 3 4 3 5 3 6 3 7 3 8 3 9 4 0 4 1

3 0 3 1 3 2 3 3 3 4 3 5 3 6 3 7 3 8 3 9 4 0 4 1

4 1

4 2

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/day

S ep tem ber O ctober N ovem ber

b

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 15: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The concentration of chlorophyll increased in the cyclonic eddies and decreased in the anticyclonic eddies of the open sea. Near-shore anticyclonic eddies accumulated high concentrations of chlorophyll.

3 6 3 7 3 8 3 9 4 0

4 3

4 4

4 5

0.5

0.6

0.7

0.8

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1.0

1.1

1.2

08/10/97

oE

oN

a

m g/m3

NAE-1

NAE-2

NAE-3

NAE-4

C2

NAE-5

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 16: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The process of transport of phytoplankton from productive shelf region to the open sea was observed during summer 1998 over the continental slope in the northwestern part of the Black Sea.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 17: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

Anticyclonic eddies slowly moved southwestward along the continental slope.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 18: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The largest anticyclone with diameter of 90 km displaced during three months southwestward with mean speed of about 3 cm/s.

2 8 o 2 9 o 3 0 o 3 1 o 3 2 o 3 3 o 3 4 o

2 8 o 2 9 o 3 0 o 3 1 o 3 2 o 3 3 o 3 4 o

43o

44o

45o

46o

4 3 o

4 4 o

4 5 o

4 6 o

3.V I

5.V I

29.V I-7.VII

13.V II

21.V II26.V II

1.V III4.V III

8.V III

12.V III19.V III

28.V III

Tendrovskaya Spit

C .Hersones

C.Sarych

C.Em ine

C.Kaliakra

C .Tarhankut

Kalam itskyBay

20 m

50 m

200 m

1000 m

2000 m

2200 m

D anube Delta

Crimea

Sev

asto

pol

E

E

N

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 19: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 20: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 21: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 22: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 23: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 24: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 25: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 26: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 27: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 28: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 29: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 30: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 31: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 32: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 33: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

2. Horizontal transport of phytoplankton and pollutants offshore in the Black Sea

The eddies transported chlorophyll-reach coastal waters to the deep basin.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 34: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

3. Spring bloom in Southern California Bight resulting from coastal upwelling

Circulation in the Southern California Bight is cyclonic, resulting from the interaction between California Current and Southern California Countercurrent.

123W 122W 121W 120W 119W 118W 117W

33N

34N

35N

36N

37N

Point Conception

Santa BarbaraChannel

San Nicolas Is.

Santa Rosa Ridge

Santa MonicaBasin

Monterrey Bay

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 35: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

3. Spring bloom in Southern California Bight resulting from coastal upwelling

Strong alongshore wind results in upwelling and phytoplankton bloom.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 36: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

3. Spring bloom in Southern California Bight resulting from coastal upwelling

Strong alongshore wind results in upwelling and phytoplankton bloom.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 37: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

3. Spring bloom in Southern California Bight resulting from coastal upwelling

Strong alongshore wind results in upwelling and phytoplankton bloom.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 38: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

119°W 118°W

33°N

34°NLAX

200 m500 m

1000 m

500 m

500 m

500 m

500 m

1000 m

500 m

200 m

500 m1000 m

Santa Monica Bay

San Pedro Basin

SantaBarbaraChannel

Upwelling index at 33N, 119W

Air tem perature at LAX

SeaW iFS chlorophyllAVHRR SST

119°W 118°W

33°N

34°NLAX

200 m500 m

1000 m

500 m

500 m

500 m

500 m

1000 m

500 m

200 m

500 m1000 m

Santa Monica Bay

San Pedro Basin

SantaBarbaraChannel

Upwelling index at 33N, 119W

Air tem perature at LAX

SeaW iFS chlorophyllAVHRR SST

From Level 3 time-series of SeaWiFS chlorophyll concentration we study statistical correlations between phytoplankton dynamics and environmental factors.

Page 39: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

1998 1999 2000 2001 2002

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Phytoplankton blooms regularly occur in SCB, typically in spring.

Page 40: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

1997 1998 1999 2000 20015

10

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25

30 (A ) - A it tem pera ture (oC )

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-1

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1997 1998 1999 2000 20015

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1997 1998 1999 2000 2001-400

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1997 1998 1999 2000 2001-2

-1

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Seasonal variations ofremote sensed SST andchlorophyll biomassaveraged over SMB,air temperature at LAX, and wind (upwelling indexat 33oN, 119oW).

Seasonal minima:wind - December 19 (winter solstice);air T - February 7 (+50 days)SST - March 2 (+23 days).

Seasonal maximum of Chl (February 27)coincides with SST minimum.

Page 41: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

-20 -15 -10 -5 0 5 10 15 20

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-20 -15 -10 -5 0 5 10 15 20

T im e lag (days)

-0.3

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(F) - T air & W ind

-20 -15 -10 -5 0 5 10 15 20

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(D ) - S ST & T air

-20 -15 -10 -5 0 5 10 15 20

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(E ) - SS T & W ind

-20 -15 -10 -5 0 5 10 15 20

T im e lag (days)

-0.3

-0.2

-0.1

0

0.1

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(F) - T air & W ind

Chlorophyll biomass growth results from decrease of air temperature and increase of upwelling-favorable wind stress with time lag 5-6 days.

Page 42: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

4. Stormwater plumes in southern California

Mesoscale eddies transport offshore the rainstorm plumes with high suspended sediment and chlorophyll concentration.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

Page 43: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Mesoscale eddies transport offshore the rainstorm plumes with high suspended sediment and chlorophyll concentration.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

4. Stormwater plumes in southern California

Page 44: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Mesoscale eddies transport offshore the rainstorm plumes with high suspended sediment and chlorophyll concentration.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

4. Stormwater plumes in southern California

Page 45: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Mesoscale eddies transport offshore the rainstorm plumes with high suspended sediment and chlorophyll concentration.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

4. Stormwater plumes in southern California

Page 46: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Mesoscale eddies transport offshore the rainstorm plumes with high suspended sediment and chlorophyll concentration.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

4. Stormwater plumes in southern California

Page 47: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Mesoscale eddies transport offshore the rainstorm plumes with high suspended sediment and chlorophyll concentration.

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution

4. Stormwater plumes in southern California

Page 48: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

On the basis of SeaWiFS observations collected over 7 years (1997-2004) the basic statistical characteristics of plumes in the Southern California Bight were estimated.

Normalized water-leaving radiation of 555 nm (nLw555) wavelength is highly correlated with the concentration of suspended sediments, resulting in brownish water color typical to stormwater plumes.

Plume size was assessed from nLw555 exceeding a certain threshold, estimated as 1.3 mW cm-2 µm-1 sr-1.

A primary factor regulating the plume size was rainstorm magnitude, i.e., the total volume of water precipitated over the coastal watershed.

Page 49: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Rain < 0.25 cm

5% 10% 20% 30% 40% 50%

Page 50: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Rain 0.25 - 1 cm

5% 10% 20% 30% 40% 50%

Page 51: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Rain 1 - 2.5 cm

5% 10% 20% 30% 40% 50%

Page 52: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Rain > 2.5 cm

5% 10% 20% 30% 40% 50%

Page 53: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

121°W 120°W 119°W 118°W 117°W

32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

Plume dynamics was studied in four southern California regions: Ventura, Santa Monica Bay, San Pedro, and Orange County/San Diego.

Page 54: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

Maximum plume size (150-200 km2) was observed from the outlets of the Santa Clara and Ventura rivers, because of higher sediment concentration resulting from highly erosive river beds.

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Plu

mes

(%

)

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(A) - Ventura

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

Page 55: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In Santa Monica Bay, the optical signature of stormwater plumes was much weaker (0.8 mW cm-2 µm-1 sr-1) than in other regions (1.3 mW cm-2 µm-1 sr-1).

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0

10

20

30

40

50

60

70

80

Plu

mes

(%

)

1 10 100 1000 10000

Plume size (km 2)

(B) - Santa Monica

Page 56: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In San Pedro region, typical plume size was 10-80 km2. The time lag between rainstorm and maximum plume size in this area was 1 day, in contrast to 2 days in three other regions.

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0

10

20

30

40

Plu

mes

(%

)

1 10 100 1000 10000

Plume size (km 2)

(C) - San Pedro

Page 57: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In Orange County/San Diego region, typical plume size was small (10-40 km2), resulting from bimodal watershed physiography, where river flow is often retained in the inland alluvial valleys.

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0

10

20

30

Plu

mes

(%

)

1 10 100 1000 10000

Plume size (km 2)

(D) - Orange County/San Diego

Page 58: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In San Pedro region, the correlation between the precipitated rainwater and the plume size was almost linear, resulting from highly impervious surface in these developed watersheds.

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0 5 10 15

Accum ulated ra inw ater (cm )

0

500

1000

1500

2000P

lum

e ar

ea

(km

2 ) (C ) - San Pedro Shelf

Page 59: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In three other regions, power function better described the correlation between rainwater and plume size, resulting from more natural watersheds where water is partly infiltrated.

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0 5 10 15

Accum ulated ra inw ater (cm )

0

500

1000

1500

2000

2500

3000

Plu

me

area

(km

2 )(A ) - Ventura

Page 60: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In three other regions, power function better described the correlation between rainwater and plume size, resulting from more natural watersheds where water is partly infiltrated.

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0 5 10 15

Accum ulated ra inw ater (cm )

0

500

1000

1500

2000

2500

3000

(B ) - Santa M onica Bay

Page 61: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

In three other regions, power function better described the correlation between rainwater and plume size, resulting from more natural watersheds where water is partly infiltrated.

121°W 120°W 119°W 118°W 117°W32°N

33°N

34°N

35°N

VE

SM

SP

SD

1

2

3

4

5

6 7

8

9

10

11

12

0 5 10 15

Accum ulated ra inw ater (cm )

0

500

1000

1500

2000(D ) - O range C ounty/ San D iego

Page 62: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

The direction of plume propagation results from the near-shore circulation.

In particular, during spring transition typical to California Current System, equatorward currents associated with wind-driven upwelling can transport stormwater plumes downcoast.

Page 63: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

The direction of plume propagation results from the near-shore circulation.

In particular, during spring transition typical to California Current System, equatorward currents associated with wind-driven upwelling can transport stormwater plumes downcoast.

Page 64: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

The direction of plume propagation results from the near-shore circulation.

In particular, during spring transition typical to California Current System, equatorward currents associated with wind-driven upwelling can transport stormwater plumes downcoast.

Page 65: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

The direction of plume propagation results from the near-shore circulation.

In particular, during spring transition typical to California Current System, equatorward currents associated with wind-driven upwelling can transport stormwater plumes downcoast.

Page 66: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

The direction of plume propagation results from the near-shore circulation.

In particular, during spring transition typical to California Current System, equatorward currents associated with wind-driven upwelling can transport stormwater plumes downcoast.

Page 67: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

The direction of plume propagation results from the near-shore circulation.

In particular, during spring transition typical to California Current System, equatorward currents associated with wind-driven upwelling can transport stormwater plumes downcoast.

Page 68: IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution Lecture 8 Mesoscale variability and coastal pollution

IoE 184 - The Basics of Satellite Oceanography. 8. Mesoscale variability and coastal pollution