brian barnes, chris ellis, bill fisher, chuanmin hu, john lehrter, luke mceachron, kathleen...

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WATER CLARITY ASSESSMENT ALONG THE FLORIDA KEYS REEF TRACT USING OCEAN COLOR SATELLITE DATA Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood 26 September 2012

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Page 1: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

WATER CLARITY ASSESSMENT ALONG

THE FLORIDA KEYS REEF TRACT USING OCEAN COLOR

SATELLITE DATABrian Barnes,

Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter,

Luke McEachron, Kathleen O’Keife, Blake Schaeffer,

Bruce Spiering, Lauren Underwood

26 September 2012

Page 2: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

2

Objectives Describe new satellite products Applications of satellite data products in

FKNMS Rezoning EffortEcological Research and Monitoring (W.33)Florida Bay influences (W.24)Researching Water Quality Issues (W.32)

Provide FKNMS with satellite data products Discussion

Assess utility of data products as part of FKNMS Rezoning Effort

Page 3: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

3

In situ water clarity measurements April 2011, August 2012 HyperPRO – hyperspectral

Kd

26 stations, 53 profiles 33 profiles passed QA 10 concurrent with satellite

Page 4: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

4

Sat

elli

te d

eriv

ed K

d 4

88 (

m-1)

HyperPRO in situ Kd 488 (m-1)

R2=0.91

Validation of satellite water clarity

Page 5: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

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January April

July October

Status & Trends: average condition

Page 6: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

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BB

UKMK

LKMQDT

AF

ED

CB

a

b

d

ce

d

εδ

γβ

αζ

Status & Trends: regional variation

Distance from Shore

0 – 4 km

4 – 8 km

8 – 12 km

(from Boyer, WQMP)

Page 7: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

7

Status & Trends: seasonal variation

Amplitude of Seasonal

Cycle

Page 8: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

82002 2004 2006 2008 2010

-80.5

-81

-81.5

-82

Episodic events:Monthly

mean

Page 9: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

92002 2004 2006 2008 2010

-80.5

-81

-81.5

-82

Episodic events:Monthly

anomaly

Page 10: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

10November 23, 2005

Florida Bay Influences

Page 11: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

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Florida Bay Influences

December 7, 2003

Page 12: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

12

Monitoring: track water masses

December 20, 2003(two weeks later)

Page 13: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

13

Ecological Research and MonitoringLooe Key CREMP Station

Page 14: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

14

Other remote sensing data sources

Temperature (MODIS, AVHRR) Satellite overpasses several times

daily Chlorophyll, CDOM concentrations

Satellite algorithms in validation stage

Page 15: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

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Distribution mechanisms

Page 16: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

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Page 17: Brian Barnes, Chris Ellis, Bill Fisher, Chuanmin Hu, John Lehrter, Luke McEachron, Kathleen O’Keife, Blake Schaeffer, Bruce Spiering, Lauren Underwood

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Discussion Use for zoning decision making

Temporal zoningBased upon seasonal events

Zone specific regulationsSize, resource protection

Protect and preserve coral reefsMinimize adverse socioeconomic impacts

Socioeconomic considerationsProvide water clarity for divers

Assess rezoning performance results based upon data products providedSolicit feedback from WQPP, SAC