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* * * http://coralreefwatch.noaa.gov Monitoring Land Based Sources of Pollution over Coral Reefs Using VIIRS Ocean Color Products Erick F. Geiger 1,2 , Alan E. Strong 1,2 , C. Mark Eakin 1 , Menghua Wang 3 , William Hernandez 4 , Maria Cardona 4 , Jacqueline L. De La Cour 1,2 , Gang Liu 1,2 , Kyle Tirak 1,2 , Scott F. Heron 2,5 , William J. Skirving 2,5 , Roy Armstrong 4 , Rob Warner 3 The only satellite-based system available for U.S. and global coral reef management Ocean Color Tools for Reef Managers Land based sources of pollution (LBSP) are a major threat to corals that can cause disease and mortality, disrupt critical ecological reef functions, and impede growth, reproduction, and larval settlement. NOAA's Coral Reef Watch (CRW) program and the NESDIS Ocean Color Team are developing new products to monitor LBSP over coral reef ecosystems using the Visible Infrared Imaging Radiometer Suite (VIIRS) onboard the S-NPP satellite. From VIIRS, near-real-time satellite products of Chlorophyll-a and K d (490) are being developed for three U.S. Coral Reef Task Force priority watershed sites - Ka’anapali (West Maui, Hawai'i), Faga'alu (American Samoa), and Guánica Bay (Puerto Rico). The color of coastal water is related to water quality. Satellite ocean color data provide a synoptic view of water quality. UNIVERSITY OF PUERTO RICO MAYAGÜEZ CAMPUS ME54B-0927 1 NOAA/NESDIS/STAR Coral Reef Watch, 1 College Park, MD 20740, U.S.A. 2 Global Science & Technology, Inc., 2 Greenbelt, MD 20770, U.S.A. 3 NOAA/NESDIS/STAR, 3 College Park, MD 20740, U.S.A. 4 University of Puerto Rico, 4 Mayagüez 00680, Puerto Rico 5 NOAA /NESDIS/STAR Coral Reef Watch-ReefSense, 5 Townsville, Queensland 4817, AUS Introduction How Can Ocean Color Help Coral Reef Managers? (Right) A photo taken in January 2015 shows brown water in Honokahua Bay, West Maui. Photo credit: Bill Rathfon. Of the many ocean color products, two are most commonly used for monitoring water quality: Chlorophyll-a Phytoplankton biomass and nutrient status (productivity) as an index of water quality. K d (490) The diffuse attenuation coefficient at 490nm (or light blue in the visible spectrum). Total organic and inorganic matter held in solution and suspension (turbidity) within the water column. (Top) VIIRS true color image over Hawai'i on February 8, 2016 taken from NOAA View. (Bottom) VIIRS 8-Day average Chlorophyll-a from February 2 to February 9 from STAR Ocean Color. 0 0.1 0.2 0.3 0.4 0.5 0.6 chl-a VIIRS Chlorophyll-a: 3½ Year Monthly Mean Time-series Matching large rainfall events to satellite derived measurements for inspection by reef managers led to the development and refinement of the three priority watersheds and associated “Virtual Areas”. Virtual Areas Establishing virtual areas around watersheds will enable calculation of plume statics such as: Maximum and average levels of Chlorophyll-a and K d (490) Monthly climatologies Variations from “normal” levels through time K d (490) - Feb 27, 2012 K d (490) Mar 17, 2012 * * * Feb 17 Mar 8 Mar 17 Feb 17 Mar 8 Mar 17 Figure 1. (Top left and right) VIIRS K d (490) images for February 27 and March 17, 2012. Yellow circles indicate the West Maui watershed. (Bottom left) Daily rainfall amounts in Mahinahina from February 27 to March 31, 2012. (Bottom right) K d (490) values near West Maui watershed for the same time period. The large rainfall event is associated with a local rise in K d (490) or turbidity. Figure 2. Southern Puerto Rico Virtual Area development at Guánica Bay (yellow outline). Also shown are the coral reef areas (red) and sites where in situ measurements for validation are scheduled (blue and green squares). The current area for Guánica was developed after dialog with the Guánica Watershed Coordinator and analyzing K d (490) and Chl-a from VIIRS. Virtual Areas are in development for all three U.S. Coral Reef Task Force priority watersheds. Figure credit: William Hernandez. Climatology Derived anomalies of Chlorophyll-a & K d (490) will be generated over virtual areas in each watershed to analyze variations from “normal” levels through time, allowing managers to gauge the severity of events. US Coral Reef Task Force Priority Watersheds Hawai'i American Samoa Puerto Rico Chl-a (mg/m 3 ) 0 0.05 0.1 0.15 0.2 0.25 0.3 chl-a Chl-a (mg/m 3 ) --- mean = 0.316 --- mean = 0.161 * * * Ka’anapali Faga'alu Guánica Bay Figure 3. (Top and bottom left) Average of monthly mean Chlorophyll-a from Jan 2012 Aug 2015. (Top and bottom right) Time series of averaged monthly mean Chlorophyll-a values and the mean value across all years from Nov 2011 to Aug 2015. The top time series monthly means were averaged in the 10x10 km area of the red box in the top left image. The bottom time series monthly means were averaged in the 10x10 degree box in the bottom left image. Tropical Storm Cristobal > 5in at La Parguera Large Nov 2014 rain event ~ 5in at La Parguera Large Aug 2012 rain event at La Parguera Summer Maximum Winter Minimum
Transcript
Page 1: Monitoring Land Based Sources of Pollution over Coral Reefs ...coralreefwatch.noaa.gov/satellite/research/poster/Ocean...Ka’anapali * * Faga'alu Guánica Bay Figure 3. (Top and bottom

* *

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http://coralreefwatch.noaa.gov

Monitoring Land Based Sources of Pollution over Coral Reefs

Using VIIRS Ocean Color Products Erick F. Geiger1,2, Alan E. Strong1,2, C. Mark Eakin1, Menghua Wang3, William Hernandez4, Maria Cardona4,

Jacqueline L. De La Cour1,2, Gang Liu1,2, Kyle Tirak1,2, Scott F. Heron2,5, William J. Skirving2,5, Roy Armstrong4, Rob Warner3

The only satellite-based system available for U.S. and global coral reef management

Ocean Color Tools for Reef Managers Land based sources of pollution (LBSP) are a major threat to corals that can cause disease and mortality, disrupt critical ecological reef functions, and impede growth, reproduction, and larval settlement. NOAA's Coral Reef Watch (CRW) program and the NESDIS Ocean Color Team are developing new products to monitor LBSP over coral reef ecosystems using the Visible Infrared Imaging Radiometer Suite (VIIRS) onboard the S-NPP satellite. From VIIRS, near-real-time satellite products of Chlorophyll-a and Kd(490) are being developed for three U.S. Coral Reef Task Force priority watershed sites - Ka’anapali (West Maui, Hawai'i), Faga'alu (American Samoa), and Guánica Bay (Puerto Rico).

The color of coastal water is

related to water quality.

Satellite ocean color data

provide a synoptic view of

water quality.

UNIVERSITY OF PUERTO RICO

MAYAGÜEZ CAMPUS

ME54B-0927

1NOAA/NESDIS/STAR Coral Reef Watch, 1College Park, MD 20740, U.S.A.

2Global Science & Technology, Inc., 2Greenbelt, MD 20770, U.S.A.

3NOAA/NESDIS/STAR, 3College Park, MD 20740, U.S.A.

4University of Puerto Rico, 4Mayagüez 00680, Puerto Rico

5NOAA /NESDIS/STAR Coral Reef Watch-ReefSense, 5Townsville, Queensland 4817, AUS

Introduction

How Can Ocean Color Help Coral

Reef Managers?

(Right) A photo taken in January 2015 shows

brown water in Honokahua Bay, West Maui. Photo

credit: Bill Rathfon.

Of the many ocean color

products, two are most

commonly used for

monitoring water quality:

Chlorophyll-a

Phytoplankton biomass and

nutrient status (productivity)

as an index of water quality.

Kd(490)

The diffuse attenuation

coefficient at 490nm (or light

blue in the visible spectrum).

Total organic and inorganic

matter held in solution and

suspension (turbidity) within

the water column.

(Top) VIIRS true color image over Hawai'i on

February 8, 2016 taken from NOAA View.

(Bottom) VIIRS 8-Day average Chlorophyll-a from

February 2 to February 9 from STAR Ocean Color.

0

0.1

0.2

0.3

0.4

0.5

0.6 chl-a

VIIRS Chlorophyll-a: 3½ Year Monthly Mean Time-series

◄ Matching large rainfall events to satellite derived

measurements for inspection by reef managers

led to the development and refinement of the three

priority watersheds and associated “Virtual Areas”.

Virtual Areas

Establishing virtual areas around watersheds will

enable calculation of plume statics such as:

• Maximum and average levels of Chlorophyll-a

and Kd(490)

• Monthly climatologies

• Variations from “normal” levels through time

Kd(490) - Feb 27, 2012 Kd(490) – Mar 17, 2012

*

* *

Feb 17

Mar 8

Mar 17

Feb 17

Mar 8

Mar 17

Figure 1. (Top left and right) VIIRS Kd(490) images for February 27 and March 17, 2012. Yellow circles indicate

the West Maui watershed. (Bottom left) Daily rainfall amounts in Mahinahina from February 27 to March 31,

2012. (Bottom right) Kd(490) values near West Maui watershed for the same time period. The large rainfall event

is associated with a local rise in Kd(490) or turbidity.

Figure 2. Southern Puerto Rico Virtual Area development at Guánica Bay (yellow

outline). Also shown are the coral reef areas (red) and sites where in situ

measurements for validation are scheduled (blue and green squares). The current area

for Guánica was developed after dialog with the Guánica Watershed Coordinator and

analyzing Kd(490) and Chl-a from VIIRS. Virtual Areas are in development for all three

U.S. Coral Reef Task Force priority watersheds. Figure credit: William Hernandez.

Climatology

Derived anomalies of

Chlorophyll-a & Kd(490)

will be generated over

virtual areas in each

watershed to analyze

variations from “normal”

levels through time,

allowing managers to

gauge the severity of

events.

US Coral Reef Task Force Priority Watersheds

Hawai'i American Samoa Puerto Rico

Ch

l-a (m

g/m

3 )

0

0.05

0.1

0.15

0.2

0.25

0.3 chl-a

Ch

l-a (m

g/m

3 )

--- mean = 0.316

--- mean = 0.161

* * * Ka’anapali Faga'alu

Guánica Bay

Figure 3. (Top and bottom left) Average of

monthly mean Chlorophyll-a from Jan 2012

– Aug 2015. (Top and bottom right) Time

series of averaged monthly mean

Chlorophyll-a values and the mean value

across all years from Nov 2011 to Aug

2015. The top time series monthly means

were averaged in the 10x10 km area of the

red box in the top left image. The bottom

time series monthly means were averaged

in the 10x10 degree box in the bottom left

image.

Tropical Storm Cristobal

> 5in at La Parguera

Large Nov 2014 rain event

~ 5in at La Parguera

Large Aug 2012 rain event

at La Parguera

Summer Maximum Winter Minimum

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