How can Ocean Color help Marine Managers? • The color of coastal waters can tell us much about water quality
• Satellite Ocean Color Data is a good source of water quality information
• Of the many Ocean Color products, two are most commonly used for
monitoring water quality: • Chlorophyll-a (Chl-a) is the most commonly used parameter for
monitoring phytoplankton biomass and nutrient status (i.e. productivity), as an index of water quality.
• Kd(490) is the diffuse attenuation coefficient at 490nm (or light blue in the visible spectrum) and is a good measure of the total organic and inorganic matter held in solution and suspension (i.e. turbidity) within the water column.
Climatology (Normals): Chlorophyll-a (2012-2015) E. Caribbean Overview: Red box: 12-22 °N, 60-70 °W
Point A – 10km x 10km Guánica Virtual Station
Used for Puerto Rico Climatology 17.92347 °N, 66.90108 °W
Climatology = Average of all Monthly means from Jan 2012 to Aug 2015 (Our definition of “normal” expected levels)
20N
15N
70W 65W 60W
VIIRS Target Site (A) – Guánica Watershed outfall area 10km x 10km – Water pixels only
0
0.1
0.2
0.3
0.4
0.5
0.6
3 ½ Year Monthly mean Time-series
chl-a
0
0.01
0.02
0.03
0.04
0.05
0.06
0.07
0.08
2011
11
2012
02
2012
04
2012
06
2012
08
2012
10
2012
12
2013
02
2013
04
2013
06
2013
08
2013
10
2013
12
2014
02
2014
04
2014
06
2014
08
2014
10
2014
12
2015
02
2015
04
2015
06
2015
08
k(490)
10 Km around Point A (17.92347 °N, 66.90108 °W) Target Site: Guánica watershed discharge site
Chl-a
(m
g/m
3 )
K d(49
0) (
m-1
)
Date Format (YYYYMM)
Tropical Storm Cristobal - > 5in @ La Parguera Tropical Storm Bertha
Large Nov Rain event - ~ 5in @ La Parguera
Chlorophyll-a --- Chl-a ---
Depth-integrated attenuation coefficient – Kd(490) (“turbidity”)
--- Kd(490) (mean: 0.052)
Kd(490)
Chl-a
--- Chl-a (mean: 0.316)
Aug 2014 Anomaly Images
Kd(490) anomaly Chl-a anomaly
Nov 2014 Anomaly Images
Kd(490) anomaly Chl-a anomaly
- 0.05 0.05 - 0.5 0.5 0 0 Chl-a (mg/m3) Kd(490) (m-1)
Red Box (circle) = Target A Guánica Watershed Outfall
Comparing monthly imagery of Kd(490) and Chl-a against the
expected Normal levels (mean)
0
0.05
0.1
0.15
0.2
0.25
0.3
Monthly Mean Time-series
chl-a
0.02
0.025
0.03
0.035
0.04
0.045
0.05
k(490)
Large 10 x 10 degree average in box (12-22 °N, 60-70 °W) Ch
l-a (
mg/
m3 )
K d(
490)
(m
-1)
Date Format (YYYYMM) Summer Max
Winter Min
Chl-a
--- Chl-a (mean: 0.161)
--- Kd(490) (mean: 0.036)
Kd(490)
Aug 2014
Kd(490) : Aug 2014 minus Climatology Chl-a: Aug 2014 minus Climatology
0.5
VIIRS Monthly Anomalies Expanded Area (August: typically highest levels)
0 -0.05 0.05 0 -0.5
Regional View of Anomalies for most of Eastern Caribbean Basin
Reports of Potential Sargassum Invasion: 2014 & 2015
“Climatology” = Expected Normal condition for all months (Jan2012-Aug2015)
Kd(490) anomaly (m-1) chl-a anomaly (mg/m3)
Nov 2014
Kd(490) : Nov 2014 minus Climatology Chl-a: Nov 2014 minus Climatology
0 -0.05 0.05 0 -0.5 0.5
VIIRS Monthly Anomalies Expanded Area (November: typically average levels)
Kd(490) anomaly (m-1) chl-a anomaly (mg/m3)
24
25
26
27
28
29
30
31
2013
03
2013
04
2013
05
2013
06
2013
07
2013
08
2013
09
2013
10
2013
11
2013
12
2014
01
2014
02
2014
03
2014
04
2014
05
2014
06
2014
07
2014
08
2014
09
2014
10
2014
11
2014
12
2015
01
2015
02
2015
03
2015
04
2015
05
2015
06
2015
07
2015
08
2015
09
Geo
-Pol
ar B
lend
ed 5
km N
ight
-Onl
y SS
T An
alys
is (°
C)
SST
SST (mean: 27.96)
Date Format (YYYYMM)
Additional Information
NESDIS/STAR’s 5 km Geostationary-Polar Blended Satellite Sea Surface Temperature (SST) Time Series for
Point A, Guánica Virtual Station (17.92347 °N, 66.90108 °W)