OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma...

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Hops-related brewing research at Oregon State University Thomas H. Shellhammer Daniel C. Sharp Snapshot of hop maturity research OSU hops flavor survey OSU has a long connection to hops 1932 Oregon largest hop producing region in the world with 34,594 acres (14,000 ha) Downy Mildew discovered in Oregon hop yards U.S. Department of Agriculture establishes hop breeding program 1979 Hop Research Council created 1996 Fermentation Science track created within Dept of Food Science Changing the future. Right here. Right now. Tapping talent : With one of the nation’s only teaching breweries and an endowed chair in fermentation science, OSU oers students the opportunity to develop new brews while they learn the subtle chemistry of taste and the innovations of business. Jobs on tap. Agriculture is where food begins. Learn more at agsci.oregonstate.edu/foodies Oregon bubbles to the top of the craft beer industry Shellhammer Lab Hops research, recent activity Isomerization kinetics Bitterness research Native and reduced iso-alpha acids Hop-derived polyphenols Impact, time-intensity, quality Foam studies Comparisons among reduced iso’s Flavor stability Hop-derived polyphenols Bitterness Intensity Time tmax Imax Area Duration

Transcript of OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma...

Page 1: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

Hops-related brewing research at Oregon State University

Thomas H. Shellhammer

Daniel C. Sharp

Snapshot of hop maturity research

OSU hops flavor survey

OSU has a long connection to hops •  1932

–  Oregon largest hop producing region in the world with 34,594 acres (14,000 ha)

–  Downy Mildew discovered in Oregon hop yards –  U.S. Department of Agriculture establishes hop breeding

program

•  1979 –  Hop Research Council created

•  1996 –  Fermentation Science track created

within Dept of Food Science

Changing the future. Right here. Right now.

Tapping talent:

With one of the nation’s only teaching breweries and an endowed chair in fermentation science, OSU o!ers students the opportunity to develop new brews while they learn the subtle chemistry of taste and the innovations of business. Jobs on tap.

Agriculture is where food begins. Learn more at agsci.oregonstate.edu/foodies

Oregon bubbles to the top of the craft beer industry

Shellhammer Lab Hops research, recent activity

•  Isomerization kinetics •  Bitterness research

–  Native and reduced iso-alpha acids –  Hop-derived polyphenols –  Impact, time-intensity, quality

•  Foam studies –  Comparisons among reduced iso’s

•  Flavor stability –  Hop-derived polyphenols

Bitt

erne

ss In

tens

ity!

Time!tmax!

Imax!Area!

Duration!

Page 2: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

Shellhammer Lab Hops research, current projects

•  Investigating the sources of citrus aroma/flavor from hops

•  Hop maturity influences on oil quality

•  Basic studies on dry hopping •  How hops affect beer flavor

stability •  New methods for assessing

beer bitterness

Hop maturity and its impact on hop oil composition

Daniel Sharp Thomas H. Shellhammer

Shaun Townsend Michael Qian

Hop maturity and its impact on hop oil composition

•  Chemical composition of hops –  Oil and Aroma

•  Hop aroma chemistry and harvest date –  Case studies –  Data and conclusions

•  Conclusions –  Practical considerations

Photo by: Jim Solberg, Indie Hops Adapted from: Eyres, G.; Dufour, J. Hop Essential Oil: Analysis, Chemical Composition and Odor Characteristics. In Beer in Health and Disease Prevention; Preedy, V. R., Ed.; Academic Press: San Diego, 2009; pp. 239-254.

Chemical composition of hop essential oil

Page 3: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

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Case Study #1: Total essential oil content during hop maturation

L)LMN)O)

OMN)H)

HMN)P)

PMN)

EPL) EHN) EHL) EON) EOL) EN) L) N) OL) ON) HL)

Con

cent

ratio

n (m

l/100

g ho

ps)

3*-4+/5(2#+($"1&5(

K8M)1,,+)

2/??(8)

45'($5)

J#''5.(Q()

Adapted from: Murphey, J.; Probasco, G. The Development of Brewing Quality Characteristics in Hops During Maturation. MBAA TQ 1996, 33, 149-159.

•  Essential oil content increases throughout the maturation process and past the commercial harvest date (0) for all varieties examined.

Case Study # 2 Aroma compound concentrations: Hallertau MF

Adapted from: Bailey, B.; Schonberger, C.; Drexler, G.; Gahr, A.; Newman, R. The Influence of Hop Harvest Date on Hop Aroma in Dry-Hopped Beers. TQ 2009.

L)O)H)P)R)N)S)T)U)V)

ES) EP) L) P) S) V) OH) ON) OU) HO) HR)

Con

cent

ratio

n (!

l/100

g ho

ps)

3*-4+/5(2#+($"1&5(

=#$5',,')

4("5$#,')

1/./'($();&,<#+()WW)

•  Hop oil contents increased an average of 30% from day -3 to day 21.

•  Increased component concentrations contradict findings from case study #1.

Case Study # 2 (cont.) Aroma compound concentrations: Hallertau MF

Adapted from: Bailey, B.; Schonberger, C.; Drexler, G.; Gahr, A.; Newman, R. The Influence of Hop Harvest Date on Hop Aroma in Dry-Hopped Beers. TQ 2009.

L)NL)

OLL)ONL)HLL)HNL)PLL)PNL)RLL)RNL)

ES) EP) L) P) S) V) OH) ON) OU) HO) HR)

Con

cent

ratio

n (!

l/100

g ho

ps)

3*-4+/5(2#+($"1&5(

K:"%($()

1/./'($()

-5":,&C:''($()

•  Late harvested hops and beers brewed with late harvested hops were rated higher in sensory testing.

•  16 out of 18 beers brewed with hops harvested on different dates were significantly distinguishable.

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Willamette Valley, Oregon Farms participating in hop maturity study

Coleman Farms

Goschie Farms

OSU Hop Farm

Harvest Date: Oil content and alpha acid %

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Difference exists between hops harvested at later time points ~ 17% increase from Typical to Late.

No difference observed for hops harvested at later time points

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*+,")-,.&,/$+0)#$)-50%5+()5$+)J#''5.(Q()1,&0)!"#$"%&'()*#+( ,'"-(.+/0-1$2"&( D4+-*?+(!"&0+&5-*2"&(<#?>

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

Cascade Chromatogram Early vs. Late Harvest

0

100000

200000

300000

400000

500000

600000

700000

800000

900000

1000000

0 500 1000 1500 2000 2500 3000 3500 4000

mV

Time (s)

Cascade Maturity

Early

Late

•  An increase in oil quantity was strongly correlated (r>0.80) with a-pinene, b-pinene, myrcene, limonene, methyl heptanoate, linalool, and eudesmol.

A-p

inen

e

B-p

inen

e

myr

cene

limon

ene

met

hyl h

epta

noat

e

linal

ool

eude

smol

Harvest Date: Oil Content by Location

6(

678(

9(

978(

:(

:78(

;(

6( 678( 9( 978( :( :78( ;(

Con

cent

ratio

n (m

l/100

g ho

ps)

Harvest Time Point

!*/0*'+(,1=(4"=%#+(*5(H(I(#"1/5%-+(

Q*-#(9(Q*-#(:(Q*-#(;(

L*-=M( BM$10*=( F*5+(6(

678(

9(

978(

:(

:78(

;(

6( 678( 9( 978( :( :78( ;(

Con

cent

ratio

n (m

l/100

g ho

ps)

Harvest Time Point

J1==*#+K+(,1=(4"=%#+(*5(H(I(#"1/5%-+(

Q*-#(9(

Q*-#(:(

Q*-#(;(

L*-=M( BM$10*=( Late

Difference exists between hops harvested at different locations.

Preliminary brewing: Cascade

LML)

OML)

HML)

PML)

RML)

NML)

SML)

TML)@"/#8)-,%F85#')

[",&#%5')G"/#8)

K(',$)

4"5&(G"/#8)

;08(":)\8/])G"/#]^)

4"(($)A&&'()

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4"(($)1,&)

!#$()

A&"#%,8B!(5%C)

67(58:B*$#,$B45"'#%)

*"5$?()

[:&#%5') =58()

•  Typical harvest hops = apple, apricot/peach, and sweaty/onion/garlic notes.

•  Late harvest hops = higher melon and floral notes.

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Conclusions

•  Essential oil content increases well past typical commercial harvest dates.

•  An increase in oil quantity was strongly correlated with a-pinene, b-pinene, myrcene, limonene, methyl-heptanoate, linalool, and eudesmol.

•  Beers brewed with hops harvested on different dates were significantly distinguishable in sensory analysis.

•  Difference exists between hops harvested at different locations.

•  Growing conditions may effect maturity and therefore aroma composition of hops.

•  Gives insight into aroma of hops and beer. •  Need to know what compounds to look for in

beer and in hops.

Considerations

•  Important implications for recipe formulation and product consistency.

•  Economic and process considerations for brewers, growers and processers.

•  More insight into hop aroma chemistry.

Acknowledgements

•  USDA-ARS Hop Chemistry Lab

•  Coleman Farms

•  Goschie Farms

•  OSU Hop Research Farms

•  Indie Hops

Results from industry survey on hop contributions to

beer flavor

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Overarching project objectives

(1) Brewer and hop industry descriptions/groupings of existing hop varieties. - brewing industry survey

(2) Deconstruction of hop-derived citrus aroma in beer. - Single beer preparation - Sensory analysis - Instrumental analysis

Survey development

Worked with HRC brewery members to identify hop varieties to assess. Worked with the OSU Survey Research Center for design and implementation. Used professional organization listservs to disseminate the survey.

Admiral 0 Hallertau Merkur 1 Record Ahil 0 Hallertau MittleFreuh 6 SA 1 Ahtanum 0 Hallertau Taurus 3 Saaz Amarillo 3 Hallertau Tradition 4 Santiam AlphAroma 0 Herald 0 Saxon Apollo 3 Herkules 5 Saphir Apolon 0 Horizon 1 Savinjski Golding Atlas 0 Hybrid-2 0 Select Aurora 2 Hueller 0 Shinshuwase Backa 0 Keyworth’s Early 0 Simcoe® Blato 0 Kirin Flower 1 Sladek Bobek 1 Liberty 0 Smaragd (Emerald) Bor 0 Lubelska 0 Sorachi Ace Bramling 0 Lublin 2 Southern Brewer Bramling Cross 0 Magnum 5 Southern Cross Bravo 2 Marco Polo 1 Southern Hallertau Brewer’s Gold 6 Marynka 1 Southern Promise Bullion 0 Millenium 2 Southern Saaz Canadian RedVine 0 Mount Hood 1 Southern Star Cascade 5 Nelson Sauvin 3 Sovereign Cekin 0 Neoplanta 0 Spalter Celeia 0 Newport 0 Spalt Select Centennial 1 Northern Brewer 5 Satus® Cerera 0 Northdown 0 Sterling Challenger 1 Nugget 4 Strisselspalt Chelan 2 NZ Green Bullet 0 Styrian Golding Chinook 6 NZ Hallertau 1 Summer Cicero 0 NZ Sticklebract 0 Summit Citra 3 Olympic 0 Super Galena Cluster 5 Omega 0 Super Pride Columbus/Tomahawk/Zeus 4 Opal 3 Target Crystal 1 Orion 0 Taurus East Kent Golding 4 Outeniqua 0 Tettnanger Eastern Green 0 Pacific Gem 0 Tillicum Elsaesser 0 Pacifica 0 Topaz Eroica 0 Palisade® 2 Tsingdao Flower First Choice 0 Perle 5 Ultra First Gold 0 Phoenix 0 Vanguard Fuggle 5 Pilgrim 0 Viking Galaxy 1 Precoce de Bourgnone 0 Warrior® Galena 5 Premiant 0 Whitbread Golding Variety Glacier 2 Pride of Kent 0 Willamette Golding 1 Pride of Ringwood 2 Yugoslavia Golding

Progress 0 Zenith

Potential Hop Varieties to include (33) Brewing industry survey contacts •  Brewers Association (mainly U.S. + international) - 6/24/10, reminder 7/19/10

•  MBAA Communicator (mainly U.S. + international) - 7/1/10

•  ASBC (mainly U.S. + international) - 7/6/10, reminder sent 7/20/10

•  Barth Haas newsletter (international) - 7/1/10

•  Institute of Brewing and Distilling (mainly U.K. + international) - 7/6/10

•  Society of Independent Brewers (U.K.) - 7/7/10

•  Bayerischer Brauerbund (Germany) - 7/6/10

•  Association of private breweries in Germany (Germany) - 7/6/10

•  Pink Boots Society – 7/19/10

Page 8: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

Survey details Survey details

Demographics of respondents

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Page 9: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

Usage results – pellets type 90

0 10 20 30 40 50 60 70 80 90

100

Sum

mit

P

alis

ade®

S

palt

Sel

ect

Spa

lter

Nel

son

Sau

vin

M

agnu

m

Tettn

ange

r C

itra

N

orth

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Bre

wer

M

illen

ium

S

imco

Am

arill

o

CTZ

P

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man

orig

in)

Bre

wer

's G

old

H

alle

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Trad

ition

S

aaz

S

tyria

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ng

Chi

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P

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orig

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te

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u M

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h

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ggle

A

htan

um

Nug

get

Gal

ena

C

lust

er

Cas

cade

Perc

enta

ge o

f Use

Hop Variety

pellet 90

Usage results – whole hops

0 5

10 15 20 25 30 35 40

Aht

anum

E

ast K

ent G

oldi

ng

Fugg

le

Mill

eniu

m

Gal

ena

C

hino

ok

Will

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Am

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o

Cas

cade

C

itra

S

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rian

Gol

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C

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P

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(US

orig

in)

Nug

get

Hal

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u M

ittle

Freu

h

Spa

lt S

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t N

orth

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Bre

wer

B

rew

er's

Gol

d

Saa

z

Nel

son

Sau

vin

H

alle

rtau

Trad

ition

M

agnu

m

Tettn

ange

r S

palte

r P

erle

(Ger

man

orig

in)

Pal

isad

Sum

mit

Perc

enta

ge o

f Use

Hop Variety

whole

Usage results – pellets type 45

0

5

10

15

20

25

Nug

get

Clu

ster

Per

le (G

erm

an o

rigin

)

Cas

cade

Hal

lerta

u Tr

aditi

on

Saa

z

Bre

wer

's G

old

Gal

ena

Fugg

le

Tettn

ange

r

Hal

lerta

u M

ittle

Freu

h

Mag

num

Spa

lter

Per

le (U

S o

rigin

)

CTZ

Will

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te

Chi

nook

Nel

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vin

Sty

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Gol

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Nor

ther

n B

rew

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t Ken

t Gol

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Am

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o

Pal

isad

Sim

coe®

Sum

mit

Citr

a

Aht

anum

Spa

lt S

elec

t

Mill

eniu

m

Perc

enta

ge o

f Use

Hop Variety

pellet 45

Usage results – hop oil

0

1

2

3

4

5

Cas

cade

Per

le (U

S o

rigin

)

Sty

rian

Gol

ding

Hal

lerta

u M

ittle

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h

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t Gol

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Gal

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Per

le (G

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rigin

)

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ster

Hal

lerta

u Tr

aditi

on

Nug

get

Sim

coe®

Will

amet

te

Chi

nook

Saa

z

Aht

anum

Am

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o

Bre

wer

's G

old

Citr

a

CTZ

Fugg

le

Mag

num

Mill

eniu

m

Nel

son

Sau

vin

Nor

ther

n B

rew

er

Pal

isad

Spa

lter

Spa

lt S

elec

t

Sum

mit

Tettn

ange

r

Perc

enta

ge o

f Use

Hop Variety

oil

Page 10: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

Usage results – combined

0 10 20 30 40 50 60 70 80 90

100

Sum

mit

P

alis

ade®

S

palt

Sel

ect

Spa

lter

Nel

son

Sau

vin

M

agnu

m

Tettn

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r C

itra

N

orth

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wer

M

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ium

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Am

arill

o

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P

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(Ger

man

orig

in)

Bre

wer

's G

old

H

alle

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Trad

ition

S

aaz

S

tyria

n G

oldi

ng

Chi

nook

P

erle

(US

orig

in)

Will

amet

te

Hal

lerta

u M

ittle

Freu

h

Eas

t Ken

t Gol

ding

Fu

ggle

A

htan

um

Nug

get

Gal

ena

C

lust

er

Cas

cade

Perc

enta

ge o

f Use

Hop Variety

whole pellet 90 pellet 45 oil

PCA of responses – D1 vs. D2

Cascade Citra

A.5"#'',))

Simcoe®

6/..#8))

Chinook

2('0,$)65/d#$))

\-[e^)-,'/.D/0B[,.5C57FBe(/0))

AC85$/.))

1("F/'(0))

15''("85/)[5/"/0))

K#''($#/.))

68:"#5$)4,'+#$?))

A&,'',))

2/??(8))

45'($5))

!5'#05+(c))J#''5.(Q()

!("'()\Y6),"#?#$^))

2,"8C("$)`"(7("))

6&5'8)6('(%8))15''("85/)["5+#b,$))

[(Q$5$?("))

`"(7("a0)4,'+))

Hallertau MittleFreuh

Saaz

!("'()\4(".5$),"#?#$^))

East Kent Golding

K5?$/.))

-'/08("))

6&5'8("))

@/??'())

@',"5')

@"/#8:)

[",&#%5')G"/#8)

-#8"/0)1("D5')

6&#%:)

4"500:)J,,+:)

*$#,$B45"'#%)

K/08:)

=(58C(")[,D5%%,)

-2

-1

0

1

2

3

4

5

ES) EN) ER) EP) EH) EO) L) O) H) P) R) N) S)

D2

(20.

86 %

)

D1 (32.90 %)

R1$="5(<*S+/(.9(*&'(.:T(8;7UO(IA(*V+-(G*-1#*S(-"5*2"&(

PCA of responses – D1 vs. D3

Cascade

Citra

A.5"#'',))

Simcoe®

6/..#8))Chinook

2('0,$)65/d#$))

\-[e^)-,'/.D/0B[,.5C57FBe(/0))

AC85$/.))

1("F/'(0))

15''("85/)[5/"/0))

K#''($#/.))68:"#5$)4,'+#$?))

A&,'',))2/??(8))

45'($5))

!5'#05+(c))

J#''5.(Q()

!("'()\Y6),"#?#$^))

2,"8C("$)`"(7("))

6&5'8)6('(%8))

15''("85/)["5+#b,$))[(Q$5$?("))

`"(7("a0)4,'+))

Hallertau MittleFreuh

Saaz

!("'()\4(".5$),"#?#$^))East Kent Golding

K5?$/.))

-'/08("))

6&5'8("))@/??'())

@',"5')

@"/#8:)

[",&#%5')G"/#8)

-#8"/0)

1("D5')6&#%:)

4"500:)

J,,+:)

*$#,$B45"'#%)

K/08:)

=(58C(")

[,D5%%,)

-3

-2

-1

0

1

2

3

4

ES) EN) ER) EP) EH) EO) L) O) H) P) R) N) S)

D3

(18.

93 %

)

D1 (32.90 %)

R1$="5(<*S+/(.9(*&'(.;T(897H;(IA(*V+-(G*-1#*S(-"5*2"&(

Open ended descriptors

!"#$"%&'!"#$%&'()*&+,-.$/,0"1&'2)*&3$4"#504&'6)*&

7-11%*&+$,-#"08&9$-:$4*&3-"4"#4*&70,,$#14;&

!()*"'7-11%&'<)*&!"#$%&'<)*&3$4"#504*&=-#>5*&

?$85#*&!-44"5#&/,0"1*&85,$&#5@9$&1A-#&

B"1,04;&

!+(,--.'!"#$%&'CC)*&3$4"#504&'D)*&+,-.$/,0"1*&E9-BF&

B0,,$#1;&

!/0#)&*'!"#$%*&7-11%*&#51&B9$-#&'G5#H1&04$&85,$&

1A-#&<IJ)&

!123'!-/0450#3'1-4"+"6.3'2&0#'!0#>$#1&'6)*&!"#$%&'<)*&3$4"#504&'<)*&K-#F&

'<)*&L59:$#1*&LA5$&.59"4A*&7-##-@"#5"G*&

K"$4$9&/0$9*&7-11%*&+,-.$/,0"1*&LF0#F"#$44;&

7"#)'8&,)'9-/%(,:'M-,1A%&'N)*&?5-8%*&L%,0.%*&O,$4A&.".$&

15@-BB5;&

;&/#-,'<"0=(,'PA"1$&Q"#$RP"#$%&'6)*&+554$@$,,%*&

+,-.$4*&!-44"5#&/,0"1*&M0,5A5.*&+,-.$/,0"1*&

7-1&."44;&

;-*)+&*,'>*&6&*'="#1%&'6)*&S"9%&4A5$&.59"4A*&!"#$R7$G-,&

<(4$-&'7-11%&'6)*&7-1@5T&'-885#"-)*&LQ$-1%RE;S;&

'<)*&="#1%*&?-:$#G-,*&!"#$%*&!"#$-..9$*&L$T*&

L5-.%*&S"9%*&3$4"#;&

<044()'3$4"#504*&L85F$G&A-8*&U-#>$,"#$&

Page 11: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

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Cluster analysis yields 4 groups Group characteristics and varieties 4",/&) @',"5') @"/#8:)

[",&#%5')G"/#8) -#8"/0) 1("D5') 6&#%:) 4"500:) J,,+:)

*$#,$B45"'#%) K/08:) =(58C(") [,D5%%,)

O) HMURT) PMHVH) HMURP) PMSNP) OMSTP) OMTSS) OMHVU) LMNHS) LMRSO) LMHNH) LMHLL) LMOUP)H) HMNSN) OMUUO) OMOHU) OMVPP) HMSHH) HMRSO) OMUHN) OMHRN) LMSVS) LMROS) LMPUU) LMROU)P) HMLTU) HMOOH) OMVOU) HMSSN) HMOPU) HMOVV) HMLOO) OMROT) HMTSV) OMHPT) LMRUV) LMNLP)R) HMLSP) OMRUL) LMTHN) OMPVO) HMHUL) HMORT) OMUVO) OMNOP) LMSPT) LMTTV) LMSPP) LMSLR)

W-"%$(9(( W-"%$(:( W-"%$(;( W-"%$(N(!15-%/( 3+-X*=( W-*//M( J""'M(Q-%15M( Y$10M( ,&1"&( B"X*00"(Q="-*=( Q="-*=( P%/5M( F+*5@+-(-50%5+()) 6#.%,(c)) 6/..#8)) K#''($$#/.))-#8"5)) -C#$,,F)) -[e) 2/??(8))

A.5"#'',)) AC85$/.)) A&,'',)) 45'($5))2('0,$)65/d#$)) 1("F/'(0)) 2,"8C("$)`"(7("))

15''("85/)[5/"/0)) `"(7("a0)4,'+))68:"#5$)4,'+#$?)) ;508)f($8)4,'+#$?))

!5'#05+(c)) K5?$/.))J#''5.(Q() -'/08("))

!("'()\Y6),"#?#$^)) 6&5'8("))6&5'8)6('(%8)) @/??'())

15''("85/)["5+#b,$))[(Q$5$?("))

15''("85/)K#Q'(@"(/C))655_))

!("'()\4(".5$),"#?#$^))

PCA of responses – D1 vs. D2

Cascade Citra

A.5"#'',))

Simcoe®

6/..#8))

Chinook

2('0,$)65/d#$))

\-[e^)-,'/.D/0B[,.5C57FBe(/0))

AC85$/.))

1("F/'(0))

15''("85/)[5/"/0))

K#''($#/.))

68:"#5$)4,'+#$?))

A&,'',))

2/??(8))

45'($5))

!5'#05+(c))J#''5.(Q()

!("'()\Y6),"#?#$^))

2,"8C("$)`"(7("))

6&5'8)6('(%8))15''("85/)["5+#b,$))

[(Q$5$?("))

`"(7("a0)4,'+))

Hallertau MittleFreuh

Saaz

!("'()\4(".5$),"#?#$^))

East Kent Golding

K5?$/.))

-'/08("))

6&5'8("))

@/??'())

@',"5')

@"/#8:)[",&#%5')G"/#8)-#8"/0)1("D5')

6&#%:)

4"500:)J,,+:)

*$#,$B45"'#%)

K/08:)

=(58C(")[,D5%%,)

-2

-1

0

1

2

3

4

5

ES) EN) ER) EP) EH) EO) L) O) H) P) R) N) S)

D2

(20.

86 %

)

D1 (32.90 %)

R1$="5(<*S+/(.9(*&'(.:T(8;7UO(IA(*V+-(G*-1#*S(-"5*2"&(

Survey details

Page 12: OSU has a long connection to hops Hops-related brewing ... · PDF fileCase Study # 2 Aroma compound concentrations: Hallertau MF ... Potential Hop Varieties to include (33) Brewing

A08"#$?($%:)

15"0C$(00)

6.,,8C$(00)

K(85''#%)`#Q("$(00)

15".,$:),")`5'5$%()

655_)) 15''("85/)[5/"/0))

68:"#5$)4,'+#$?))

6&5'8)6('(%8))

6&5'8("))[(Q$5$?("))

AC85$/.))

A.5"#'',))

!("'()\Y6),"#?#$^))

15''("85/)K#Q'(@"(/C))

15''("85/)["5+#b,$))

-[e)

-C#$,,F))

2,"8C("$)`"(7("))!("'()\4(".5$),"#?#$^))

-'/08("))

45'($5))

6#.%,(c))

;508)f($8)4,'+#$?))

A&,'',))

K#''($#/.))

6/..#8))

!5'#05+(c))

@/??'())J#''5.(Q()

2/??(8))

-#8"5))

-50%5+())

`"(7("a0)4,'+))

1("F/'(0))

K5?$/.))

2('0,$)65/d#$))

-2.5

-2

-1.5

-1

-0.5

0

0.5

1

1.5

2

2.5

EHMN) EH) EOMN) EO) ELMN) L) LMN) O) OMN) H) HMN)

C!(:(<:

9IA(

C!(9(<O:IA(

PCA of flavor ratings Conclusions

•  Brewers’/professionals’ perception about specific hop variety contributions to beer aroma is diverse

•  Four broad groups of hops were identified based on similarity/dissimilarity of aromas

•  Non-aromatic contributions produced unexpected correlations among harshness, smoothness, astringency and metallic attributes.

Acknowledgements

•  Hop Research Council •  OSU Survey Research Center