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Stephanie A. Smith, PHD
Stephanie.Smith@Xyleminc.com
November17, 2016 | AWRA, Orlando FL
Continuous Monitoring
for Harmful Algal Blooms
Harmful Algal Blooms (HABs)
Scope:
Freshwater cyanobacterial HABs
2
Photo credit:
Beagle Bioproducts, Inc.
Photo credit:
Ohio EPA
3
For HAB Background:
http://info.xyleminc.com/2016-08-Profiler-Webinar_recording-LP.html
HAB Webinar
4
Multiparameter
Water Quality
Monitoring
Monitor
Differentiate
PTOX from
non-PTOX
Identify
Measure for
algal toxins
(ELISA most
common)
Measure
Limit nutrients,
algaecides,
aeration, etc.
Manage
HAB Control Program
Monitor this… Because…
Chlorophyll Found in almost all algae
Phycocyanin Found specifically in blue-green algae
Temperature High temperatures favor cyanobacteria
pH ↑ pH due to high growth; makes CO2 more bioavailable
Turbidity A surrogate for increased biomass; may also be indicative of
nutrient-bearing suspended solids during runoff events
dO2 Decreases during a bloom; can lead to fish kills
Conductivity Blue-green algae generally thrive in lower conductivity
Algae
identification
Determine whether pigments/turbidity are due to potentially
toxic (PTOX) blue-green algae
Algal toxins Hazardous to human and animal health
Nitrogen and
phosphorus
Growth-limiting nutrients that stimulate blooms when in high
concentrations (eutrophic water)
5
HAB Monitoring
• Sensors for
• Turbidity
• pH
• Temperature / Conductivity
• dO2
• Central wiper to protect against
sensor fouling
• Internal or external continuous
data logging
• Total algae sensor (TAL)
• Chlorophyll
• Phycocyanin or phycoerythrin
6
HAB Monitoring: EXO Sondes
7
Everything that does
photosynthesis has
Chlorophyll
Chlorophyll
8
Chlorophyll
Blue-green algae
have
Phycocyanin
Phycocyanin
9
HAB Monitoring
Chlorophyll
Chlorophyll
Chlorophyll
ChlorophyllChlorophyll
= MORE ALGAE
10
Sample Concentrate Extract Measure
HAB Monitoring: Chlorophyll
• Measure absorbance:
• Peak absorbance at 440
nm,
and lower absorbance
at ~660 nm
• Measure Fluorescence:
• Excitation with 440 nm light
• Peak emission at
~680 nm
Alcohol extraction doesn’t
work for PC & PE…
11
Chlorophyll Measurement
12
HAB Monitoring: Chlorophyll + PC
Chlorophyll
Phycocyanin
Chlorophyll
Chlorophyll
ChlorophyllChlorophyll
= MORE PTOX
BGA
PhycocyaninPhycocyanin
PhycocyaninPhycocyanin
13
Waste heat
6 CO2 + 6 H2O C6H12O6 + 6 O2
Photosynthesis
(Resonance energy transfer)
Other Fates
• Pigment destruction
• Triplet state conversion
• Reactive Oxygen generation
Light
(Fluorescence)
Pigments & Photosynthesis
14
Pigments & Photosynthesis
15
FRET = Fluorescence Resonance Energy Transfer
Pigments & Photosynthesis
16
Pigment Peak Ex ʎ Peak Em ʎ
Phycoerythrin 550 650
Phycocyanin 625 650
Allo-
phycocyanin
615,650 655
Chlorophyll 440, 662 680
Ideal scenario for
photosynthesis:
Where an accessory pigment
emits, chlorophyll absorbs
(FRET)
6-series: pigment-specific
excitation/emission
EXO: leverage FRET
Fluorescent Pigments
17
Legacy 6-series:
Chlorophyll and
“BGA” PC or PE
EXO:
Total Algae (TAL)
Smart Sensors
HAB Sensors
• Chlorophyll sensor
• “BGA” sensor for
phycocyanin
18
HAB Sensors: Legacy 6-Series
19
HAB Sensors: Legacy 6-Series
590 nm
640 ± 40 nm
20
HAB Sensors: Legacy 6-Series
470 nm
>590 nm
21
470 nm
590 nm
685 nm
650 nm
Solid—excitation
Dotted--emission
HAB Sensors: EXO TAL-PC
HAB Sensors: The EXO Advantages
Feature Legacy 6-series
BGA-PC
EXO TAL-PC EXO Significance
Excitation LED Single (orange) Dual (orange + blue) Chl + PC response
Optical filter 640 ± 40 nm 685 ± 20 nm Less interference
Range 0-280,000 cells/mL
0 to 100 RFU
0 to 100 μg/L:
0 to 100 RFU
Units standardized
for all pigments
Resolution 1 cell/mL
0.1 RFU
0.01 μg/L;
0.01 RFU
10X better
Detection limit 0.1 RFU 0.01 RFU 10X better
22
Better specificity + Better sensitivity
=
Earlier Detection
=
Better mitigation & management
23
• Biology
• Intracellular pigment concentrations are not standard/constant
• Photoinhibition of chlorophyll
• In 6-series, some excitation of chlorophyll can occur with the PC
probe
• Temperature and fluorescence are inversely proportional
• Turbidity
• Absorbance and scattering in the water matrix
• “But I liked my cfu/mL on the 6-series!!”
All Sensors: What are you really measuring?
• TAL-PC or –PE are ideal for in situ
monitoring
• There is an EXO chlorphyll sensor
• Still better specificity than 6-series
• Know what you’re measuring
• RFUs
• Correlations work, but should be
interpreted with care
• Best management outcomes
leverage the platform
• Temperature, pH and turbidity
• Dissolved oxygen
24
EXO Smart Sensors: Recommendations
Questions? info@ysi.com
+1 (937) 767-2762
Contact us:

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Continuous Monitoring of Harmful Algal Blooms | YSI

  • 1. Stephanie A. Smith, PHD Stephanie.Smith@Xyleminc.com November17, 2016 | AWRA, Orlando FL Continuous Monitoring for Harmful Algal Blooms
  • 2. Harmful Algal Blooms (HABs) Scope: Freshwater cyanobacterial HABs 2 Photo credit: Beagle Bioproducts, Inc. Photo credit: Ohio EPA
  • 4. 4 Multiparameter Water Quality Monitoring Monitor Differentiate PTOX from non-PTOX Identify Measure for algal toxins (ELISA most common) Measure Limit nutrients, algaecides, aeration, etc. Manage HAB Control Program
  • 5. Monitor this… Because… Chlorophyll Found in almost all algae Phycocyanin Found specifically in blue-green algae Temperature High temperatures favor cyanobacteria pH ↑ pH due to high growth; makes CO2 more bioavailable Turbidity A surrogate for increased biomass; may also be indicative of nutrient-bearing suspended solids during runoff events dO2 Decreases during a bloom; can lead to fish kills Conductivity Blue-green algae generally thrive in lower conductivity Algae identification Determine whether pigments/turbidity are due to potentially toxic (PTOX) blue-green algae Algal toxins Hazardous to human and animal health Nitrogen and phosphorus Growth-limiting nutrients that stimulate blooms when in high concentrations (eutrophic water) 5 HAB Monitoring
  • 6. • Sensors for • Turbidity • pH • Temperature / Conductivity • dO2 • Central wiper to protect against sensor fouling • Internal or external continuous data logging • Total algae sensor (TAL) • Chlorophyll • Phycocyanin or phycoerythrin 6 HAB Monitoring: EXO Sondes
  • 7. 7 Everything that does photosynthesis has Chlorophyll Chlorophyll
  • 10. 10 Sample Concentrate Extract Measure HAB Monitoring: Chlorophyll
  • 11. • Measure absorbance: • Peak absorbance at 440 nm, and lower absorbance at ~660 nm • Measure Fluorescence: • Excitation with 440 nm light • Peak emission at ~680 nm Alcohol extraction doesn’t work for PC & PE… 11 Chlorophyll Measurement
  • 12. 12 HAB Monitoring: Chlorophyll + PC Chlorophyll Phycocyanin Chlorophyll Chlorophyll ChlorophyllChlorophyll = MORE PTOX BGA PhycocyaninPhycocyanin PhycocyaninPhycocyanin
  • 13. 13 Waste heat 6 CO2 + 6 H2O C6H12O6 + 6 O2 Photosynthesis (Resonance energy transfer) Other Fates • Pigment destruction • Triplet state conversion • Reactive Oxygen generation Light (Fluorescence) Pigments & Photosynthesis
  • 15. 15 FRET = Fluorescence Resonance Energy Transfer Pigments & Photosynthesis
  • 16. 16 Pigment Peak Ex ʎ Peak Em ʎ Phycoerythrin 550 650 Phycocyanin 625 650 Allo- phycocyanin 615,650 655 Chlorophyll 440, 662 680 Ideal scenario for photosynthesis: Where an accessory pigment emits, chlorophyll absorbs (FRET) 6-series: pigment-specific excitation/emission EXO: leverage FRET Fluorescent Pigments
  • 17. 17 Legacy 6-series: Chlorophyll and “BGA” PC or PE EXO: Total Algae (TAL) Smart Sensors HAB Sensors
  • 18. • Chlorophyll sensor • “BGA” sensor for phycocyanin 18 HAB Sensors: Legacy 6-Series
  • 19. 19 HAB Sensors: Legacy 6-Series 590 nm 640 ± 40 nm
  • 20. 20 HAB Sensors: Legacy 6-Series 470 nm >590 nm
  • 21. 21 470 nm 590 nm 685 nm 650 nm Solid—excitation Dotted--emission HAB Sensors: EXO TAL-PC
  • 22. HAB Sensors: The EXO Advantages Feature Legacy 6-series BGA-PC EXO TAL-PC EXO Significance Excitation LED Single (orange) Dual (orange + blue) Chl + PC response Optical filter 640 ± 40 nm 685 ± 20 nm Less interference Range 0-280,000 cells/mL 0 to 100 RFU 0 to 100 μg/L: 0 to 100 RFU Units standardized for all pigments Resolution 1 cell/mL 0.1 RFU 0.01 μg/L; 0.01 RFU 10X better Detection limit 0.1 RFU 0.01 RFU 10X better 22 Better specificity + Better sensitivity = Earlier Detection = Better mitigation & management
  • 23. 23 • Biology • Intracellular pigment concentrations are not standard/constant • Photoinhibition of chlorophyll • In 6-series, some excitation of chlorophyll can occur with the PC probe • Temperature and fluorescence are inversely proportional • Turbidity • Absorbance and scattering in the water matrix • “But I liked my cfu/mL on the 6-series!!” All Sensors: What are you really measuring?
  • 24. • TAL-PC or –PE are ideal for in situ monitoring • There is an EXO chlorphyll sensor • Still better specificity than 6-series • Know what you’re measuring • RFUs • Correlations work, but should be interpreted with care • Best management outcomes leverage the platform • Temperature, pH and turbidity • Dissolved oxygen 24 EXO Smart Sensors: Recommendations
  • 25. Questions? info@ysi.com +1 (937) 767-2762 Contact us: