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U.S. Department of the Interior U.S. Geological Survey M.P. Gaikowski, J.J. Amberg, T.D. Hubert and J.A. Luoma USGS Upper Midwest Environmental Sciences Center Development of tools to control filter-feeding aquatic invasive species including Asian carps and dreissenid mussels.
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Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Apr 21, 2018

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Page 1: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

U.S. Department of the InteriorU.S. Geological Survey

M.P. Gaikowski, J.J. Amberg, T.D. Hubert and J.A. LuomaUSGS Upper Midwest Environmental Sciences Center

Development of tools to control filter-feeding aquatic invasive species including Asian carps and dreissenid mussels.

Page 2: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

U.S. Geological Survey

Federal source for science about the Earth, its natural and living resources, natural hazards, and the environment.

Page 3: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

U.S. Geological SurveySix focus areas: Climate and Land Use Change, Core

Science Systems, Ecosystems, Energy, Minerals and Environmental Health, Natural Hazards and Water.

Provides Scientific support to the Department of Interior agencies that manage natural resources, such as the U.S. Fish & Wildlife Service, National Park Service, and Bureau of Land Management.

18 biology-focused research Centers across the Nation.

Page 4: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

USGS-UMESC is an integrated research facility

Mission – UMESC provides the scientific information needed by managers, decision makers, and the public to protect, enhance and restore the ecosystems in the Upper Mississippi River Basin, the Midwest and worldwide.

Page 5: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

UMESC Research and Monitoring Themes

1. Large River Ecosystems 2. Geospatial Sciences and Decision

Support System Development 3. Invasive Species Control 4. Fisheries Management Chemical and

Drug Development and Registration5. Endangered Species 6. Contaminant Effects on Wildlife

Page 6: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

• Prevention of AIS introduction• Early detection / rapid assessment of AIS• Monitoring & forecasting of AIS distribution• Effects of AIS on native species• Control / management of AIS• Information dissemination

USGS Invasive Species Research

Page 7: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Dreissenid mussel distribution

Page 8: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp distribution

Silver carp

Bighead carp

Page 9: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp distribution

Page 10: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Four current biocides antimycin rotenone 3-trifluoromethyl-4-nitrophenol (TFM) niclosamide

Minimal specificity TFM & niclosamide for sea lamprey Non-target effects

AIS control challenges

Page 11: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Success for AIS control tools

1. Selective• Limited effect on native species

2. Scaleable• Mussel beds to lake trout spawning beds• Backwaters to large rivers

3. Economics• Application $ << Resource value $

Page 12: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Develop microparticle formulations for selective delivery of control agents to filter-feeding aquatic invasive speciesIdentify and evaluate potential selective biocides for bighead

and silver carp and dreissenid musselsEvaluate physical methods to limit Asian carp and dreissenid

mussel populations.Evaluate current molecular surveillance techniques and

develop next-generation molecular surveillance techniquesEvaluate the potential of ZEQUANOX® to control

dreissenid mussels in open water.

AIS research goals

Page 13: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Develop microparticle formulations for selective delivery of control agents to filter-feeding aquatic invasive species

AIS research goal

Page 14: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Control agent-laden microparticles

1. ‘Hold’ the agent2. Appropriately sized3. Readily consumed4. Targeted release5. Scaled production

Black sandshell Zebra mussel

Biobullet®-laden psuedofecesexpelled from native mussel

Biobullets® on zebra mussel gill

Page 15: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Enzymatic release of control agent in targeted species

Potential application to dreissenid mussels

Page 16: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Potential application to Asian carp

Video courtesy Dr. Ed Little, USGS-CERC

Page 17: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Developing microparticles1. Feeding characteristics

• Filtration rate• Size selectivity

2. Digestive processes• pH / Digestive enzymes• Temporal changes

3. Control agent• Selection• Loading

4. Registration

Page 18: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Developing species-specific microparticles for Asian carps or dreissenid mussels

Current research:Compare digestive enzyme activity in AIS

versus native fishEvaluate particle retention by AISDetermine lethal control agent levels for AIS

vs native fish or musselsFuture research:Evaluate microparticles to control Asian carp

or dreissenid mussels and non-target effects on native fish

• Lab, field, and environmental fateRegister microparticles with EPA

Page 19: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Digestive physiology• Mussels

- Mississippi River (Winona, MN)1. Zebra mussel Dreissena polymorpha2. Threeridge Amblema plicata3. Pocketbook Lampsilis cardium

• Fish- Illinois R. (IL), Wabash R. (IN), Jim R. (SD)

1. Bighead carp Hypophthalmichthys nobilis 2. Silver carp H. molitrix3. Gizzard shad Dorosoma cepedianum4. Bigmouth buffalo Ictiobus cyprinellus

• 2010-2012 (bi-monthly depending on flow)• Digestive system enzymes assayed• Expanding to larval aquatic insects

Page 20: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Enzyme assays – AIS vs native species

Silvercarp

Bigmouth buffalo

Gizzard shad

-0.1

0

0.1

0.2

0.3

0.4

0.5

0.6

Opt

ical

Den

sity Buffalo Gizzard shad Silver carp

19 digestive enzymesNormalized to equal amounts of proteinZebra mussels vs. two native mussel speciesSilver carp vs. two native planktivorous fish

Easy to visualize >intensity = >enzyme

Page 21: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Change in mussel enzyme activity

Percent Change-100 -50 0 50 100 700 725 750

Enzy

me

Subs

trat

e

Threeridge Pocketbook Zebra mussel

Sugars

Proteins

Lipids

Phosphates

Bars = 10 individuals

- Samples collected August & September (2010)

- 7°C change between collections

- Expanded to more seasons, locations and aquatic insects

USGS PROVISIONAL DATA

Page 22: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Silver carp vs native planktivores

β-galactosidaseConverts lactose to glucose and galactose

Common source: Plants*Commonly used in molecular biology to screen bacteria

0.0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

Opt

ical

Den

sity

BIB GIS SVC

USGS PROVISIONAL DATA

Page 23: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Silver carp vs native planktivores

0

0.5

1

1.5

2

2.5

3

3.5

Opt

ical

Den

sity

BIBGISSVC

PhosphatasesHigher in SVC in August, September and March

Always higher in SVC compared to GIS

USGS PROVISIONAL DATA

Page 24: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

0.0

0.5

1.0

1.5

Opt

ical

den

sity

(enz

yme

activ

ity)

Gizzard shad Silver carp

**

**

Silver carp vs native planktivores

Species% with food in gut

(March)Gizzard shad 0Bigmouth buffalo 0Silver carp 100

*

Trypsin

PROVISIONAL DATA

Page 25: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Flow through system (similar to Filgueira et al., 2006)

Mussel filtration

Threeridge1

(Amblema plicata)

Fatmucket1

(Lampsilis siliquoidea)

Zebra mussel2(Dreissena polymorpha)

2Photo source: USGS

1Photo source: IL NHS

Inflow

Outflow

Page 26: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

P a r t ic le S iz e ( m )1 .2 5 2 .2 5 3 .2 5 4 .2 5 5 .2 5 6 .2 5 7 .2 5 8 .2 5 9 .2 5 1 0 .2 5

Cle

aran

ce R

ate

(L/h

r)

0 .0

0 .5

4 .0

6 .0

8 .0

1 0 .0

1 2 .0

L a m p s il is s i l iq u o id e a A m b le m a p l ic a ta L a r g e D r e is s e n id s S m a ll D r e is s e n id s

Points represent the mean of 3 independent trials

Fatmucket musselThreeridge mussel

Mussel filtration

Zebra mussels

PROVISIONAL DATA

Page 27: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Mussel filtration

0.000

0.002

0.004

0.006

0.00810 mg/L 25 mg/L

(larg

e) (sm

all)

Algae removal (mL/h/g)

Zebra mussel

PROVISIONAL DATA

Page 28: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Mussel filtration

Specific gravity of algae cells ~ 1• Removal~0.003 mL/h/g dry wt= 3.0 mg/h/g dry wt

• Dose = mass x load x available3.0 mg/h/g x 5% x 75% = ~0.1 mg/g/h

USGS PROVISIONAL DATA

Page 29: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtration

SVC gillGizzard shad gill

Page 30: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtration

Sample 2Mean 67.6 µm

Median 76.8 µm3.1 x 106 particles/g

Sample 1Mean 27.8 µmMedian 8.6 µm

6.4 x 106 particles/g

• 5 g/90 L water • Sample 1 = 3.6 x 105 particles/L

(~355 particles/mL)• Sample 2 = 1.7 x 105 particles/L

(~172 particles/mL)• SVC, BHC, Hybrid carp

35-40 g

PROVISIONAL DATA

Page 31: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtration

Page 32: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtrationBHC – Sample 1

Red bars = 0-h

Blue bars = 6-h

USGS PROVISIONAL DATA

Page 33: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtrationRemoval of microparticles

SVC gill

BHC gill

Page 34: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtrationRemoval of microparticles

particles retained in the GIT of a BHC particles retained in the GIT of a SVC

Page 35: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtrationRemoval of suspended particles

(PROVISIONAL DATA)

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

1.8

2

30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200

Perc

ent T

otal

Par

ticle

s

Particle Size (um)

SC-1 SC-24

BH-1 BH-24

Each point represents the mean of 4 independent experimental units

EMPTY

FULL – 9 h

Page 36: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Planktivore particle overlap

0 50 100 150 200 250 300 350 400 450 500Particle Size (um)

Silver carp

Bighead carp

Gizzard shad

Bigmouth buffalo

Paddlefish

Mussels

Insects

PROVISIONAL DATA

Page 37: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp filtration

Microparticle retention• Extract GI tract• Rank (quartiles) foregut

and mid-hindgut fullness• Extract GI tract contents Foregut – most tests Mid/hindgut limited Entire GIT – most tests

Page 38: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp microparticle retention

Species/test

SVC S1 SVC S2 SVC BHC T1 BHC T2

Fore

gut c

onte

nt/B

W (m

g/g)

0.00

0.10

0.20

0.30

0.40

0.50

0.60

0.70

0.80

0.90

1.00MM 1 MM 2 NC CONTROL

Foregut contents

PROVISIONAL DATA

Page 39: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp GIT particle distribution

GIT contents (mg)• Foregut 19.7 ± 7.1 mg 6.1 x 104 particles

• GIT 131.4 ± 20.5 mg 4.1 × 105 particles

Particle distribution• Foregut ~ 16%• Mid/hindgut ~ 84%

Particle mass/BW• Foregut ~ 0.6 mg/kg BW• GIT ~ 4500 mg/kg BW

6 SVC @ level 4 after exposure to Sample 2

PROVISIONAL DATA

Page 40: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp microparticles – agent release

0

500

1000

1500

2000

2500

3000

Matrix only Forgut contents Hindgut contents

asta

xant

hin

(µg/

g)

PROVISIONAL DATA

Page 41: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp potential dose delivery

• Dose (D) = M × L × A M = Mass consumed L = % loading (5% w/w) A = % available (75%)

SVCForegut: 600 mg/kg × 5% × 75% = ~ 23 mg/kg doseEntire GIT: 4500 mg/kg × 5% × 75% = ~ 170 mg/kg dose

PROVISIONAL DATA

Page 42: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Asian carp response to rotenone

0

50

100

150

200

250

0 90 180 270 360 450 540 630 720

Rot

enon

e co

ncen

trat

ion

(ng/

ml)

Minutes

Bigmouth Buffalo

Silver carp

• Active absorption • Similar uptake and

excretion• Silver and bighead

carp use different molecular processes to respond to rotenone exposure

Page 43: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Toxicity of rotenone microparticles

0.00

0.50

1.00

1.50

2.00

2.50

3.00

0 10000 20000 30000 40000 50000 60000

Req

uire

d co

nsum

ptio

n (%

BW

)

Rotenone concentration in microparticles (mg/kg)

% BW of microparticles present in the foregut ofsilver carp during filtration studies

% BW of microparticle required to be consumed bysilver carp to result in 60% mortality (20 mg/Kg)

% BW of microparticle required to be consumed bysilver carp to result in 100% mortality (25 mg/Kg)

PROVISIONAL DATA

Page 44: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

0.00

0.05

0.10

0.15

0.20

0.25

0 10000 20000 30000 40000 50000

Req

uire

d co

nsum

ptio

n (%

BW

)

Antimycin concentration (mg/kg)

% BW of microparticles present in the foregut ofsilver carp during filtration studies% BW of microparticle required to be consumed bysilver carp to result in 60% mortality (1 mg/Kg)% BW of microparticle required to be consumed bysilver carp to result in 100% mortality (2 mg/Kg)

Toxicity of antimycin microparticles – RBT

PROVISIONAL DATA

Page 45: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Microparticles characteristics1. Particle degradation

Measure particle size in water (20 °C) over time- microscopically- Coulter Counter

2. Particle Settling Measure particle settling in water (20 °C)

T0 T6PROVISIONAL DATA

Page 46: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Microparticles characteristics

PROVISIONAL DATA

Page 47: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Microparticle settling

PROVISIONAL DATA

Page 48: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Summary – Zebra mussel• Filtration rate >> natives

Incorporate low levels of a toxicant?

• Minimal change in zebra mussels digestive enzymes with decreasing water temperature

Potential seasonal application?Increased phosphatases and proteases - potential release target?

• Incorporate control agent into microparticlesInitiate/complete lab exposure trials

Page 49: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Summary – Asian carp• Asian carp retain preliminary microparticles

Determine filtration and gut evacuation rates

• Activity of certain digestive enzymes are higher in Asian carp vs. native planktivores

Trypsin, phosphatases – potential particle releaseActive feeding earlier than natives

• Incorporate control agent into microparticlesInitiate/complete lab exposuresConfirm dose

Page 50: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Registration of control agent in a microparticle

U.S. Environmental Protection Agency• Existing control agents

– likely considered a new “formulation”– shorter registration path

(product chemistry, user safety, environmental fate, ecological effects)

• New control agents– full registration

Page 51: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Use of Pseudomonas fluorescens (Pf-CL145A; ZEQUANOX®) to control dreissenid musselsCurrent research:Assess the safety of Pf-CL145A to three life stages (glochidia,

juvenile, subadult) of 7 native mussel speciesAssess the safety of Pf-CL145A to 10 native fish speciesFuture research:Assess efficacy and potential non-target effects of Pf-CL145A

used to control zebra mussels in open water around native mussel beds and propagation cagesAssess efficacy of Pf-CL145A to control zebra mussel veligers

in fish transport water

Gravid Female Mussel

Glochidia

http://cida.usgs.gov/glri/projects/invasive_species/zm_control.html

Page 52: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

UMESC laboratory trials with Pf-CL145A- Research according to Good Laboratory Practice regulations with

controlled environmental conditions- Designed to support EPA registration for open water uses

Page 53: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

UMESC laboratory trials with Pf-CL145A

Glochidia viability

Concentration (mg/L)Control 50 100 200 300 300 HD

% V

iabi

lity

0

20

40

60

80

100 HGEPPBFAM

Juvenile viabilityUSGS PROVISIONAL DATA

Page 54: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

UMESC laboratory trials with Pf-CL145A

Evaluate effects of Pf-CL145A on fish- in progress

Page 55: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Controlled field trials with Pf-CL145A

Page 56: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Acknowledgements• UMESC Staff – Nate Jensen, Lily Moua, Blake Sauey, Theresa Schreier,

Todd Severson, Kerry Weber, Jeremy Wise, Dr. Teresa Newton, Jane Rivera • Funding:

$ Great Lakes Restoration Initiative$ US Geological Survey$ US Fish and Wildlife Service – Science Support Project

• More information• http://www.umesc.usgs.gov/• http://cida.usgs.gov/glri/projects/invasive_species/zm_control.html

Page 57: Development of tools to control filter-feeding aquatic ... · Compare digestive enzyme activity in AIS ... between collections-Expanded to more seasons, ... GIS SVC Phosphatases

Questions?