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Obj. 3. IPM Principles for BMSB Presented by: Tom Kuhar Dept. of Entomology, Virginia Tech

Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

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Page 1: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Obj. 3. IPM Principles for BMSB Presented by: Tom Kuhar

Dept. of Entomology, Virginia Tech

Page 2: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

1) maximize the use of non-chemical controls: cultural tactics, resistant varieties, biocontrol

2) treat only crops or portions needing control - use of sampling and thresholds

3) apply controls when they are most effective

4) If needed, use pesticides with reduced risk to beneficial organisms

Page 3: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

What have we learned so far and how can we use that knowledge?

Biological Control

Page 4: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Natural BMSB egg mortality data from

MD nurseries, 2013-14 • Egg mortality from all sources was approx. 58%

• Mortality increased throughout the season

• Native parasitoids are attacking BMSB eggs

• Greatest cause of egg mortality (range 7-80%

parasitism)

• Higher rates of parasitism in year 2

• Increased proportion of females in year 2

• Anastatus reduvii was the most abundant parasitoid

• Generalist across orders

Page 5: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Natural predators

Page 6: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Trissolcus japonicus

Page 7: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

• Understanding the ecology and dispersal behavior of the bug

Page 8: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Tree of Heaven

Catalpa

Mimosa Mulberry

Some Favorable Host Plants of BMSB

Wild cherry

Mature Mustard

Paulownia

Peach

Page 9: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Tree of Heaven

Orange Co., VA, 2011

Page 10: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

0

5

10

15

20

25

9-JUL 16-JUL 23-JUL 30-JUL 6-AUG 13-AUG

20-AUG

27-AUG

3-SEP 10-SEP 17-SEP 24-SEP 1-OCT

BM

SB /

3 m

in c

ou

nt

Field 2: Orange, VA

Field middle Field 50 ft Field Edge Woods: Tree of Heaven

Sampling soybean fields in VA

Page 11: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

• treat only crops or portions needing control - use of sampling and thresholds

Page 12: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Spraying soybean border rows only

Page 13: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Soybean border spray data – VA, 2013

Location

Date

treated

R-

stage

Post-treatment sample—number per 15 sweeps

Date 1 Date 2 Date 3 Date 4 Date 5

Stafford 13-Aug R-521-

Aug0

28-

Aug0

6-

Sep0

11-

Sep0

18-

Sep0

Culpeper-1 22-Aug R-528-

Aug0

6-

Sep0

11-

Sep0

18-

Sep0

2-

Oct0

Culpeper-2 24-Aug R-528-

Aug0

6-

Sep0

11-

Sep0

18-

Sep0

2-

Oct0

Culpeper-3 24-Aug R-528-

Aug0

6-

Sep0

11-

Sep0

18-

Sep0

2-

Oct0

Rappahannock 21-Aug R-528-

Aug0

6-

Sep<1

11-

Sep<1

18-

Sep0

2-

Oct0

Clarke-1 30-Aug R-55-

Sep0

11-

Sep<1

18-

Sep0

2-

Oct0 --- ---

Clarke-2 30-Aug R-55-

Sep0

11-

Sep0

18-

Sep0

2-

Oct0 --- ---

Page 14: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Pesticide application Sampling sites Pyramid monitoring trap

• 3 commercial farms (5-10ac), 3 years

• Standard: whole block or ARM sprays

• IPM-CPR: perimeter + first full row

+ Ground cover management

+ Mating disruption for OFM

• Weekly insecticide applications beginning

late-May (140-266 DD57)

• Visual and trap based monitoring

• Harvest sample for injury assessment (850

fruit/block)

Page 15: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

0%

2%

4%

6%

8%

10%

12%

14%

16%

18%

20%

2012 2013 2014

Pe

rce

nt

ca

tfa

cin

g d

am

ag

e

Year

Standard

IPM-CPR

Consistently Less Stink Bug

Damage in IPM-CPR Blocks (NJ)

Blaauw et al. 2014, Pest Management Science

Page 16: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Identification of BMSB Pheromone and Synergist

Main component of BMSB aggregation pheromone

(3S,6S,7R,10S)-10,11-epoxy-1-bisabolen-3-ol

Minor component of BMSB aggregation pheromone

(3R,6S,7R,10S)-10,11-epoxy-1-bisabolen-3-ol

MDT

+

= Synergism

Weber DC, Leskey TC, Cabrera-Walsh GJ, Khrimian A (2014) Synergy of aggregation pheromone with methyl (E,E,Z)-2,4,6-decatrienoate in attraction of brown marmorated stink bug, Halyomorpha halys. J Econ Entomol 107:1061-1068

Page 17: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Effective Trap & Lure (USDA-ARS)

• Black pyramid traps (4 ft tall)

• Traps are deployed between wild

host habitat and agricultural

production area.

Page 18: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

• Apple blocks. monitored with two

baited traps - checked weekly.

• When catch of adults in either trap

reached a set threshold, the block

was treated with insecticides (ARM).

• Block treated again 7-d later.

Threshold was then reset.

Can we use BMSB trap catch to guide IPM decisions?

Sprays Triggered at:

1) 1 Adult / Trap

2) 10 Adults / Trap

3) 20 Adults / Trap

4) Treated Every 7 d

5) No Spray (Control)

Apple Orchard Block

Page 19: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

0

5

10

15

20

25

Always Treated 1 Adult/Trap 10 Adults/Trap 20 Adults/Trap Never Treated

Mea

n #

Sea

son

-Lo

ng

AR

M S

pra

ys

for

BM

SB

2013

2014

Season-Long Insecticide Applications Made

Against BMSB

Triggered Applications

Page 20: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

0

10

20

30

40

50

60

70

80

Always Treated 1 Adult/Trap 10 Adults/Trap 20 Adults/Trap Never Treated

Mea

n %

In

jury

at

Ha

rves

t

2013

2014

a

a

aa

a

bb

b

c

a

A

A

B

A

C

BMSB Injury at Harvest

Trap catch data

provided a useful

decision support tool

as sprays reduced by

40%

Page 21: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

• Trap captures reflected relative, local densities of BMSB.

• Threshold = 10 adults per trap resulted in a 40% reduction in insecticide applications with injury at harvest statistically equivalent to blocks treated weekly.

• Baited traps can be used to guide management decisions in apple orchards.

• Future steps include recalibration with simpler trap designs and optimized commercial lures.

Tentative Conclusions

Page 22: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

BMSB pheromone traps on vegetable farms

• Large black pyramid traps placed on outside of fields

• Each baited with the two-component BMSB aggregation pheromone + the synergist (MDT)

• Traps checked weekly for BMSB

Page 23: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,
Page 24: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Small Pyramid (Limb)

Experimental Standard Wooden Pyramid

Can we utilize other trap styles?

• Are captures similar among other trap types and deployment strategies compared with our experimental standard?

• Baited with 10 mg BMSB Pheromone + 66 mg MDT. Two years of data from commercial orchards.

Coroplast Pyramid

Small Pyramid (Ground)

Small Pyramid

(Hanging)

Rescue (Hanging/ Foilage)

(Morrison et al. 2015)

Page 25: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Visual plant inspections may be the easiest sampling method for

vegetables

Page 26: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Relationship btw direct counts of BMSB on peppers and damage (Univ. MD data)

Page 27: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Can we use refined border-based management in tree fruit?

• Apple blocks protected by the following

border-based management regimes and

compared with standard threshold:

• All blocks monitored at center with baited

trap. If threshold reached, ARM sprays

triggered.

1) AK treated every 14d

2) AK treated every 7d

3) Perimeter treated every 14d

4) Perimeter treated every 7d

5) Standard Threshold

6) No Spray (Control)

Attract and Kill

Perimeter

Standard Threshold

Page 28: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

First Year Results: USDA-ARS

0

5

10

15

20

25

30

P7 THRESH AK7 AK14 P14 CONTROL

Me

an %

In

tern

al I

nju

ry ±

SEM

Treatment

B BB

B

A

B

2 ARM

7 ARM

0 ARM

2 ARM

1 ARM

Page 29: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Attract & Kill plots of sorghum and sunflower

Page 30: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

maximize the use of non-chemical controls: cultural tactics

Page 31: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Types of Net Structures

Tree wrap

Drive-in enclosure

Top-cover only

Page 32: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Multiple Functions

Hail Sunburn Heat stress Eliminate overhead

cooling Improve fruit size, skin

color Reduce worker exposure

to UV Reduce worker heat stress Exclude birds Exclude deer Exclude insects

Page 33: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,
Page 34: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,
Page 35: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Results of Field Efficacy on Peppers in Virginia, 2014-15

0

5

10

15

20

25

30

35

40

45

50

8/29/2014 9/22/2014 8/12/2015 8/21/2015 8/28/2015

Ave

r. %

dam

cau

sed

by

BM

SB

UTC

Ecotec

Surround

A A

B

A

B

C

A

B

B

A A

A

A

B

B

Page 36: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

The role of chemical control – rescue sprays

Page 37: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Insecticide efficacy test peppers , Blacksburg, VA (4 weekly sprays)

Treatment

Rate / acre

% stink bug damage

% control (dmg

reduction)

Mean no. green peach aphids / 20

leaves (Sept) 8-Aug 19-Aug 30-Aug

Untr. Control 32.0 26.7 28.8 - 10.3

Bifenture 2EC 6.4 fl. oz 13.8 5.0 12.5 64.8 765.5

Lambda-Cy 1EC 3.84 fl. oz 12.5 10.0 11.3 62.0 850.8

Perm-up 3.2EC 8 fl. oz 8.8 7.5 18.8 60.6 539.0

Page 38: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

1) apply controls when they are most effective

2) use pesticides with reduced risk to beneficial organisms

Page 39: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Efficacy of foliar-applied insecticides for the control of BMSB in bell peppers, Blacksburg, VA 2015.

Insecticides were applied 27 July, 3, 10 and 17 Aug (Kuhar data)

% fruit with stink bug damage % stink bug damaged fruit

Treatment Rate / acre 13-Aug

(3 DAT3) 24-Aug

(7 DAT4) Untreated Control 18.0 31.0 a Cyclaniliprole 50SL 16.4 fl. oz 16.0 13.0 ab Cyclaniliprole 50SL 22 fl. oz 10.0 16.0 ab Cyclaniliprole 50SL 44 fl. oz 18.0 13.0 ab Closer SC (sulfoxaflor) 5 fl. oz 13.0 7.0 ab Closer SC 7 fl. oz 12.0 6.0 ab Beleaf 50SG (flonicamid) 2.8 oz 19.0 24.0 ab Bifenture 2EC (bifenthrin) 6.4 fl. oz 6.0 2.0 b

Cyclaniliprole reduced BMSB damage, but not as well as bifenthrin.

Page 40: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Moving Toward IPM

Calculating regional, commodity, and field risk

Page 41: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

E. servus

56%

Species composition

North Carolina

Virginia

E. tristigmus

Thyanta, sp

E. servus BMSB

88% BMSB

32%

26%

73%

• < 1% BMSB in Eastern Locations

• Proportion of H. halys

inc. east to west

BMSB

99.6%

BMSB

84%

E. tristigmus

BMSB > 1%

Page 42: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Brown Marmorated Stink Bugs in NC Soybeans – September 2014

0 >5 adults + nymphs

<2 adults and nymphs >10 adults + nymphs

No. per 40 sweeps

Page 43: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Where do we go from here?

• Continue to evaluate the best use of pheromone trap catch information - validate and refine action thresholds - further evaluate Attract & Kill strategies - evaluate more user-friendly traps

• Continue to monitor the impact of biological control, particularly changes in egg parasitism

Page 44: Obj. 3. IPM Principles for BMSB - StopBMSB.org...P7 THRESH AK7 AK14 P14 CONTROL ... 8-Aug 19-Aug 30-Aug (Sept) Untr. Control 32.0 26.7 28.8 - 10.3 ... BMSB in bell peppers, Blacksburg,

Where do we go from here?

• Explore integrating control tactics (i.e., Push-Pull Strategy - use Attract & Kill plots & kaolin on the cash crop)

• Need to develop predictive models for BMSB infestations – in particular, tease out the critical variables explaining why BMSB is not an important pest in certain regions of the mid-Atlantic, but seems to always show up on certain farms each year.