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Are You Ready?
Preparing for HAB Monitoring with YSI Sensors
Stephanie A. Smith, Ph.D.
Data to Decisions Webinar, Part I
2
http://video.ysi.com/ysi-webinar-monitoring-for-harmful-algal-blooms
Data to Decisions Webinar, Part II
3
http://video.ysi.com/ysi-webinar-drowning-in-data-monitoring-harmful
Dr. Stephanie A. Smith
4
BACKGROUND
Ph.D. in Microbiology
The Ohio State University
 Assistant Professor
 Senior Scientist
 Entrepreneur
 Product Manager
Today’s Scope
I. Pigments
II. YSI’s Algae Sensors
III. Calibration
IV. Monitoring in the Real World
5
Pigments
6
Why Pigments?
Why algae love them
• Harvest light for photosynthesis
• Can regulate pigment levels
7
Why Pigments?
Why algae love them
• Harvest light for photosynthesis
• Can regulate pigment levels
Why we love them
• Fluorescent molecules that we can detect in situ
8
Excitation
• Absorbs light energy of a specific
wavelength
Emission
• Releases light of a longer wavelength,
but lower energy
Why Pigments?
Why algae love them
• Harvest light for photosynthesis
• Can regulate pigment levels
Why we love them
• Fluorescent molecules that we can detect in situ
Why you should love them, too
• Early detection of HABs
9
Monitor Manage
Which Pigments?
Chlorophyll
• All algae
Phycocyanin
• Blue-green algae native to freshwater
Phycoerythrin
• Blue-green algae native to marine water
10
YSI’s Algae Sensors
11
YSI’s Algae Monitoring Platforms
12
TAL
Dual-channel
Sensors
Spot Sampling
Continuous
Monitoring
6-Series
Single-channel
Sensors
6-Series Sensors
13
6131 Phycocyanin 6025 Chlorophyll
6-Series Sensors
14
Parameter Chlorophyll BGA-PC BGA-PE
Ex ʎ 470 nm (unfilt.) 590 ± 20 nm 525 ± 20 nm
Em ʎ (meas.) >630 nm 640 ± 40 nm 590 ± 20 nm
Range 0-400 µg/L Chl a
0-100 RFU
0-280,000 cells/mL
0-100 RFU
0-200,000 cells/mL
0-100 RFU
Resolution 0.1 µg/L Chl a
0.1 RFU
1 cell/mL
0.1 RFU
1 cell/mL
0.1 RFU
Detection Limit 0.1 µg/L Chl a ~220 cells/mL ~450 cells/mL
EXO and ProDSS Total Algae Sensors
15
• EXO
• TAL-PC (599102-01) and TAL-PE
(599103-01)
• ProDSS
• TAL-PC (626210) and TAL-PE
(626211)
Spot
Sampling
Continuous
Monitoring
EXO and ProDSS Sensors
16
Solid—excitation
Dotted--emission
Fluorescence Resonance Energy Transfer (FRET)
EXO and ProDSS Sensors
17
Parameter Chlorophyll TAL-PC TAL-PE
Ex ʎ 470 ± 15 nm 590 ± 15 nm 525 ± 15 nm
Em ʎ (meas.) 685 ± 20 nm 685 ± 20 nm 685 ± 20 nm
Range 0 to 100 RFU;
0 to 400 μg/L Chl
0 to 100 RFU;
0 to 100 μg/L PC
0 to 100 RFU;
0 to 280 μg/L PE
Resolution 0.01 RFU;
0.01 μg/L Chl
0.01 RFU;
0.01 μg/L PC
0.01 RFU;
0.01 μg/L PE
Detection Limit 0.01 μg/L Chl 0.01 μg/L PC 0.01 μg/L PE
EXO/ProDSS vs. 6-series Phycocyanin
18
Parameter 6-Series
BGA-PC
EXO
TAL-PC
So?
Ex LED Single Dual Only need one
sensor
Em ʎ
(meas.)
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
Build cfu/mL in
KorEXO
Resolution 0.1 RFU;
0.1 μg/L Chl
0.01 RFU;
0.01 μg/L PC
10X better
Detection
Limit
0.1 RFU 0.01 RFU 10X better
Fluorescence-Based Sensor Challenges
• Scale of power output varies slightly from sensor to sensor
• RAW units delivered by an individual sensor are unique to its construction
• Sensors must be “tuned” so that they are standardized for performance specifications
• All fluorescence sensors drift
19
calibrated line
Drift A
Drift B
Drift C
[RhoWT]
RFU
• A: slope is same
• What’s the temp?
• B: slope changed, especially
affects higher readings
• C: slope changes, especially
affects lower readings
Fluorescence-Based Sensor Challenges
• Scale of power output varies slightly from sensor to sensor
• RAW units delivered by an individual sensor are unique to its construction
• Sensors must be “tuned” so that they are standardized for performance specifications
• All fluorescence sensors drift
20
calibrated line
Drift A
Drift B
Drift C
[RhoWT]
RFU
These realities are why sensors
must be calibrated
OMG—this scares me! These sensors sound crazy!
21
• These are very low-drift sensors
• How often you should calibrate depends upon
1. Which end of the line you care most about
- Re-zeroing regularly may suffice, but pay attention to
how much it changes
2. Your environment
3. Your institution’s requirements
4. Age of the sensor
Some users re-cal every 90 days, some once a
year, some once a week, some…
Calibration
22
Calibration Curiosities
23
How do I use this?
Calibration Units
• Recommended: Raw Fluorescent Units (RFU)
• Default unit
• Enables monitoring of drift and normalization of fleet of sensors
• Calibrates the 0-100% scale of the sensor’s output
• µg/L of pigment equivalents (ppb)
• Estimated concentration of chl and either PC or PE (not RhoWT!)
• Developed with laboratory cultures and extractions
• Ideally, users should check how well their site lines up with our ppb
24
Congratulations on your new TAL Sensor!
Your TAL sensor was calibrated in the factory, and yes, it
can be used right away. However…
• Is it going to be incorporated into a larger sensor network?
• Do you want to compare data among sensors?
• How will you know if/when it has drifted?
Recommendation: Perform a two-point calibration!
25
Why Rhodamine?
• “Secondary” calibrator
• Stable, reproducible
• Affordable, available
26
2-point calibration
Step 1: Prepare Rhodamine WT Calibration Solution(s)
27
0.625 mg/L
RhoWT
0.025 mg/L
RhoWT
Step 1:
Prep solutions
Step 2:
Tempco values
Step 3:
Calibrate
2-point calibration
Step 1: Prepare Rhodamine WT Calibration Solution(s)
28
Kingscote
Item 106023
2.5% RhoWT
5 mL
Bring to 1000 mL
With DI water
125 mg/L
RhoWT
Bring to 1000 mL
with DI water
0.625 mg/L
RhoWT
Bring to 1000 mL
with DI water
0.025 mg/L
RhoWT
Step 1:
Prep solutions
Step 2:
Tempco values
Step 3:
Calibrate
2-point calibration
Step 2: Place sensors in solution and find your temperature-
compensated values in the manual
29
Step 1:
Prep solutions
Step 2:
Tempco values
Step 3:
Calibrate
Use the reading from
the CT sensor!
Pigment µg/L ≠
RhoWT µg/L
2-point calibration
Step 3: Calibrate
1. In Kor or the handheld:
• Enter temp-corrected RFU or µg/L
• Stabilize the reading
• Apply the calibration to the sensor
2. Repeat for all channels,
all units of interest
30
Step 1:
Prep solutions
Step 2:
Tempco values
Step 3:
Calibrate
What happened to cells/mL?
• 6-series sensors had this unit
• Some regulatory agencies still require this
unit
• Why we abandoned it: one correlation
was not reliable for all algae
• “I don’t care—it’s required where I live…”
• Coming to KorEXO in May!
31
Real-World Monitoring:
Interferences
32
Environmental Influences
• Turbidity
• IFE
• Temperature
• Algae Physiology
• Membranes and temperature
• Pigment regulation/degradation
• Gas vacuoles
• Plastid stacking
33
Turbidity
34
Suspended particles
Light emitted
from sensor
Light from excited
PC reaching
detector
Light from
excited PC
deflected by
particles
Turbidity
RFU
Turbidity: EXO vs. 6-series
35
Inner Filter Effect (IFE)
36
Absorbent
molecules
Light emitted
from sensor
Light from
excited Chl
absorbed by
“quenchers”
RFU
Chlorophyll
With quenchers
No quenchers
Temperature Effects on Fluorescence
• There is an inverse relationship
between temperature and
fluorescence
• This example: profiling from 0-
12m depth in December
• The question: is this showing a
change in algae population, or a
change in fluorescence due to
temp?
• Thank you, Jamie Carr of MA
DCR!
37
The Algae Don’t Care About You
• Temperature effects on membranes
• Pigment quenching
• Photobleaching, non-photochemical
• Pigment turnover
• Movement in the water column
38
Temperature Effects on Membranes
• In vivo, pigments are membrane-
bound
• Temperature affects membrane
fluidity, and that affects
fluorescence
• This is a different effect than the
inverse relationship between
fluorescence and temp
39
Temperature Effects on Membranes
Temperature effects depended upon:
• Temp the algae were grown at
• Whether you were increasing or decreasing
temperature relative to growth temperature
40
Pigment Turnover
41
• Non-photochemical quenching
• Regulation of intracellular pigment
concentrations
• Diurnal turnover
• Multiparameter context can help you
understand how significant this may
be, if it is at all
Aquarist Magazine & Blog
Movement in the water column
42
http://www1.biologie.uni-hamburg.de/b-
online/library/webb/BOT311/Cyanobacteria/
Cyanobacteria.htm
In spite of these challenges…
43
• Limitations of sensor construction
• Calibration
• Interferences
• Algae are mean
The most important
algae monitoring in the
world uses TAL sensors
Real-World Monitoring:
Case Studies
44
Case Study: Lake Erie Monitoring
45
• 3M+ people drink Lake Erie Water
• Microcystis aeruginosa
• 2014 Toledo water crisis
• Network of monitoring buoys with EXO
• Thanks to Ed Verhamme of LimnoTech
for the data to follow!
Case Study: Lake Erie Monitoring
46
Normalize your fleet!
• Co-calibration sets the same
baseline for all the sensors
• Cal checks during visits/
maintenance
47
Oregon, OH Pump Station, 2015
48
• Raw water intake
(not finished water!)
• EXO2 TAL-PC
• Microcystin by ELISA
• Lake Erie has fairly
consistent blooms of
M. aerugionosa
Raw water, Toledo Pump Station
• Value is in observing year
over year trends…
• Learn your system
• TAL-PC alone doesn’t
define treatability
49
2017
2016
See more data and tools!
• Portal.glos.us for ALL GLOS data
• Habs.glos.us for post-2014 Toledo water crisis
• Glbuoys.glos.us
• http://glbuoys.glos.us/eire for LE stations
• Dev.glos.us/tools/export NEW tool you can beta test!
50
Case Study:
Ocean Research and Conservation Association
51
http://api.kilroydata.org/public/
TAL-PE sensor on EXO
Thank you to Michael Corbet and ORCA!
Winter-Spring 2018
52
Brown tide of Aureoumbra lagunensis
53
Indian River Lagoon, 2017
Photo: St. John’s River Watershed Management District
Are you ready for HAB season?
54
Are you Ready for HAB Season?
Sensor Construction
• EXO and ProDSS TAL sensors are fundamentally different from 6-series sensors
• More sensitive, highly specific for pigments
• All fluorescence-based sensors drift
55
Are you Ready for HAB Season?
Sensor Calibration
• Rhodamine WT is a secondary calibrator
• Two-point calibrations are recommended
• “One-point calibrations” re-zero the sensors
• Calibration synchronizes a network of sensors
• Use RFU, unless you’re going to check or build
your own correlations for pigment or cells/mL
56
calibrated line
Drift A
Drift B
Drift C
[RhoWT]
RFU
Are you Ready for HAB Season?
Monitoring in the Real World
• Environmental interferences are possible, and multiparameter monitoring can help
you understand your risks
• Monitor for changes from a baseline in your system, and look for sustained changes
57
Turbidity
RFU
RFU
Chlorophyll
With quenchers
No quenchers
Questions? info@ysi.com
+1 (937) 767-2762
Contact us:

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Are You Ready for Harmful Algal Bloom Season? | Preparing for HAB Monitoring

  • 1. Are You Ready? Preparing for HAB Monitoring with YSI Sensors Stephanie A. Smith, Ph.D.
  • 2. Data to Decisions Webinar, Part I 2 http://video.ysi.com/ysi-webinar-monitoring-for-harmful-algal-blooms
  • 3. Data to Decisions Webinar, Part II 3 http://video.ysi.com/ysi-webinar-drowning-in-data-monitoring-harmful
  • 4. Dr. Stephanie A. Smith 4 BACKGROUND Ph.D. in Microbiology The Ohio State University  Assistant Professor  Senior Scientist  Entrepreneur  Product Manager
  • 5. Today’s Scope I. Pigments II. YSI’s Algae Sensors III. Calibration IV. Monitoring in the Real World 5
  • 7. Why Pigments? Why algae love them • Harvest light for photosynthesis • Can regulate pigment levels 7
  • 8. Why Pigments? Why algae love them • Harvest light for photosynthesis • Can regulate pigment levels Why we love them • Fluorescent molecules that we can detect in situ 8 Excitation • Absorbs light energy of a specific wavelength Emission • Releases light of a longer wavelength, but lower energy
  • 9. Why Pigments? Why algae love them • Harvest light for photosynthesis • Can regulate pigment levels Why we love them • Fluorescent molecules that we can detect in situ Why you should love them, too • Early detection of HABs 9 Monitor Manage
  • 10. Which Pigments? Chlorophyll • All algae Phycocyanin • Blue-green algae native to freshwater Phycoerythrin • Blue-green algae native to marine water 10
  • 12. YSI’s Algae Monitoring Platforms 12 TAL Dual-channel Sensors Spot Sampling Continuous Monitoring 6-Series Single-channel Sensors
  • 14. 6-Series Sensors 14 Parameter Chlorophyll BGA-PC BGA-PE Ex ʎ 470 nm (unfilt.) 590 ± 20 nm 525 ± 20 nm Em ʎ (meas.) >630 nm 640 ± 40 nm 590 ± 20 nm Range 0-400 µg/L Chl a 0-100 RFU 0-280,000 cells/mL 0-100 RFU 0-200,000 cells/mL 0-100 RFU Resolution 0.1 µg/L Chl a 0.1 RFU 1 cell/mL 0.1 RFU 1 cell/mL 0.1 RFU Detection Limit 0.1 µg/L Chl a ~220 cells/mL ~450 cells/mL
  • 15. EXO and ProDSS Total Algae Sensors 15 • EXO • TAL-PC (599102-01) and TAL-PE (599103-01) • ProDSS • TAL-PC (626210) and TAL-PE (626211) Spot Sampling Continuous Monitoring
  • 16. EXO and ProDSS Sensors 16 Solid—excitation Dotted--emission Fluorescence Resonance Energy Transfer (FRET)
  • 17. EXO and ProDSS Sensors 17 Parameter Chlorophyll TAL-PC TAL-PE Ex ʎ 470 ± 15 nm 590 ± 15 nm 525 ± 15 nm Em ʎ (meas.) 685 ± 20 nm 685 ± 20 nm 685 ± 20 nm Range 0 to 100 RFU; 0 to 400 μg/L Chl 0 to 100 RFU; 0 to 100 μg/L PC 0 to 100 RFU; 0 to 280 μg/L PE Resolution 0.01 RFU; 0.01 μg/L Chl 0.01 RFU; 0.01 μg/L PC 0.01 RFU; 0.01 μg/L PE Detection Limit 0.01 μg/L Chl 0.01 μg/L PC 0.01 μg/L PE
  • 18. EXO/ProDSS vs. 6-series Phycocyanin 18 Parameter 6-Series BGA-PC EXO TAL-PC So? Ex LED Single Dual Only need one sensor Em ʎ (meas.) 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 Build cfu/mL in KorEXO Resolution 0.1 RFU; 0.1 μg/L Chl 0.01 RFU; 0.01 μg/L PC 10X better Detection Limit 0.1 RFU 0.01 RFU 10X better
  • 19. Fluorescence-Based Sensor Challenges • Scale of power output varies slightly from sensor to sensor • RAW units delivered by an individual sensor are unique to its construction • Sensors must be “tuned” so that they are standardized for performance specifications • All fluorescence sensors drift 19 calibrated line Drift A Drift B Drift C [RhoWT] RFU • A: slope is same • What’s the temp? • B: slope changed, especially affects higher readings • C: slope changes, especially affects lower readings
  • 20. Fluorescence-Based Sensor Challenges • Scale of power output varies slightly from sensor to sensor • RAW units delivered by an individual sensor are unique to its construction • Sensors must be “tuned” so that they are standardized for performance specifications • All fluorescence sensors drift 20 calibrated line Drift A Drift B Drift C [RhoWT] RFU These realities are why sensors must be calibrated
  • 21. OMG—this scares me! These sensors sound crazy! 21 • These are very low-drift sensors • How often you should calibrate depends upon 1. Which end of the line you care most about - Re-zeroing regularly may suffice, but pay attention to how much it changes 2. Your environment 3. Your institution’s requirements 4. Age of the sensor Some users re-cal every 90 days, some once a year, some once a week, some…
  • 24. Calibration Units • Recommended: Raw Fluorescent Units (RFU) • Default unit • Enables monitoring of drift and normalization of fleet of sensors • Calibrates the 0-100% scale of the sensor’s output • µg/L of pigment equivalents (ppb) • Estimated concentration of chl and either PC or PE (not RhoWT!) • Developed with laboratory cultures and extractions • Ideally, users should check how well their site lines up with our ppb 24
  • 25. Congratulations on your new TAL Sensor! Your TAL sensor was calibrated in the factory, and yes, it can be used right away. However… • Is it going to be incorporated into a larger sensor network? • Do you want to compare data among sensors? • How will you know if/when it has drifted? Recommendation: Perform a two-point calibration! 25
  • 26. Why Rhodamine? • “Secondary” calibrator • Stable, reproducible • Affordable, available 26
  • 27. 2-point calibration Step 1: Prepare Rhodamine WT Calibration Solution(s) 27 0.625 mg/L RhoWT 0.025 mg/L RhoWT Step 1: Prep solutions Step 2: Tempco values Step 3: Calibrate
  • 28. 2-point calibration Step 1: Prepare Rhodamine WT Calibration Solution(s) 28 Kingscote Item 106023 2.5% RhoWT 5 mL Bring to 1000 mL With DI water 125 mg/L RhoWT Bring to 1000 mL with DI water 0.625 mg/L RhoWT Bring to 1000 mL with DI water 0.025 mg/L RhoWT Step 1: Prep solutions Step 2: Tempco values Step 3: Calibrate
  • 29. 2-point calibration Step 2: Place sensors in solution and find your temperature- compensated values in the manual 29 Step 1: Prep solutions Step 2: Tempco values Step 3: Calibrate Use the reading from the CT sensor! Pigment µg/L ≠ RhoWT µg/L
  • 30. 2-point calibration Step 3: Calibrate 1. In Kor or the handheld: • Enter temp-corrected RFU or µg/L • Stabilize the reading • Apply the calibration to the sensor 2. Repeat for all channels, all units of interest 30 Step 1: Prep solutions Step 2: Tempco values Step 3: Calibrate
  • 31. What happened to cells/mL? • 6-series sensors had this unit • Some regulatory agencies still require this unit • Why we abandoned it: one correlation was not reliable for all algae • “I don’t care—it’s required where I live…” • Coming to KorEXO in May! 31
  • 33. Environmental Influences • Turbidity • IFE • Temperature • Algae Physiology • Membranes and temperature • Pigment regulation/degradation • Gas vacuoles • Plastid stacking 33
  • 34. Turbidity 34 Suspended particles Light emitted from sensor Light from excited PC reaching detector Light from excited PC deflected by particles Turbidity RFU
  • 35. Turbidity: EXO vs. 6-series 35
  • 36. Inner Filter Effect (IFE) 36 Absorbent molecules Light emitted from sensor Light from excited Chl absorbed by “quenchers” RFU Chlorophyll With quenchers No quenchers
  • 37. Temperature Effects on Fluorescence • There is an inverse relationship between temperature and fluorescence • This example: profiling from 0- 12m depth in December • The question: is this showing a change in algae population, or a change in fluorescence due to temp? • Thank you, Jamie Carr of MA DCR! 37
  • 38. The Algae Don’t Care About You • Temperature effects on membranes • Pigment quenching • Photobleaching, non-photochemical • Pigment turnover • Movement in the water column 38
  • 39. Temperature Effects on Membranes • In vivo, pigments are membrane- bound • Temperature affects membrane fluidity, and that affects fluorescence • This is a different effect than the inverse relationship between fluorescence and temp 39
  • 40. Temperature Effects on Membranes Temperature effects depended upon: • Temp the algae were grown at • Whether you were increasing or decreasing temperature relative to growth temperature 40
  • 41. Pigment Turnover 41 • Non-photochemical quenching • Regulation of intracellular pigment concentrations • Diurnal turnover • Multiparameter context can help you understand how significant this may be, if it is at all Aquarist Magazine & Blog
  • 42. Movement in the water column 42 http://www1.biologie.uni-hamburg.de/b- online/library/webb/BOT311/Cyanobacteria/ Cyanobacteria.htm
  • 43. In spite of these challenges… 43 • Limitations of sensor construction • Calibration • Interferences • Algae are mean The most important algae monitoring in the world uses TAL sensors
  • 45. Case Study: Lake Erie Monitoring 45 • 3M+ people drink Lake Erie Water • Microcystis aeruginosa • 2014 Toledo water crisis • Network of monitoring buoys with EXO • Thanks to Ed Verhamme of LimnoTech for the data to follow!
  • 46. Case Study: Lake Erie Monitoring 46
  • 47. Normalize your fleet! • Co-calibration sets the same baseline for all the sensors • Cal checks during visits/ maintenance 47
  • 48. Oregon, OH Pump Station, 2015 48 • Raw water intake (not finished water!) • EXO2 TAL-PC • Microcystin by ELISA • Lake Erie has fairly consistent blooms of M. aerugionosa
  • 49. Raw water, Toledo Pump Station • Value is in observing year over year trends… • Learn your system • TAL-PC alone doesn’t define treatability 49 2017 2016
  • 50. See more data and tools! • Portal.glos.us for ALL GLOS data • Habs.glos.us for post-2014 Toledo water crisis • Glbuoys.glos.us • http://glbuoys.glos.us/eire for LE stations • Dev.glos.us/tools/export NEW tool you can beta test! 50
  • 51. Case Study: Ocean Research and Conservation Association 51 http://api.kilroydata.org/public/ TAL-PE sensor on EXO Thank you to Michael Corbet and ORCA!
  • 53. Brown tide of Aureoumbra lagunensis 53 Indian River Lagoon, 2017 Photo: St. John’s River Watershed Management District
  • 54. Are you ready for HAB season? 54
  • 55. Are you Ready for HAB Season? Sensor Construction • EXO and ProDSS TAL sensors are fundamentally different from 6-series sensors • More sensitive, highly specific for pigments • All fluorescence-based sensors drift 55
  • 56. Are you Ready for HAB Season? Sensor Calibration • Rhodamine WT is a secondary calibrator • Two-point calibrations are recommended • “One-point calibrations” re-zero the sensors • Calibration synchronizes a network of sensors • Use RFU, unless you’re going to check or build your own correlations for pigment or cells/mL 56 calibrated line Drift A Drift B Drift C [RhoWT] RFU
  • 57. Are you Ready for HAB Season? Monitoring in the Real World • Environmental interferences are possible, and multiparameter monitoring can help you understand your risks • Monitor for changes from a baseline in your system, and look for sustained changes 57 Turbidity RFU RFU Chlorophyll With quenchers No quenchers
  • 58. Questions? info@ysi.com +1 (937) 767-2762 Contact us: