Site-specific Factors Affecting Productivity Of An Upper Trophic … · David Irons Dan Roby Evelyn...

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APEX Alaska Predator Ecosystem Experiment Rob Suryan Pat Jodice David Irons Dan Roby Evelyn Brown Site-specific Factors Affecting Productivity Of An Upper Trophic Level Marine Predator: Bottom-up, Top-down, And Mismatch Effects On Reproduction In A Colonial Seabird

Transcript of Site-specific Factors Affecting Productivity Of An Upper Trophic … · David Irons Dan Roby Evelyn...

  • APEX

    Alaska

    Predator

    Ecosystem Experiment

    Rob SuryanPat Jodice

    David Irons Dan Roby Evelyn Brown

    Site-specific Factors Affecting Productivity Of An Upper Trophic Level Marine Predator:

    Bottom-up, Top-down, And Mismatch EffectsOn Reproduction In A Colonial Seabird

  • Breeding Success & Prey Abundance

    Total prey abundance(m2/km2)

    0 10 20 30 40 50 60

    fledg

    lings

    / ne

    st

    0.0

    0.2

    0.4

    0.6

    0.8SB95 SB96

    SB97SB98

    SB99

    EI95EI96

    EI97

    EI98EI99

    NI96

    NI97

    NI98

    NI99

    SI95

  • Alaska

    Prince William Sound

  • Reasons for Study

    Regime Shift in the Gulf of Alaska

    Exxon ValdezOil Spill

    Anderson and Piatt. 1999. Mar. Ecol. Progr. Ser. 189:117-123

  • Black-legged Kittiwakes

    Egg Chick Fledgling24 days 37 days

    Chick Provisioning = 2 to 4+ meals/day

    Adult Foraging Range = 5 to 60 km(Range < 1 to > 100km)

    (1-3) (1-3)

  • Shoup Bay

    N. Icy Bay

    Eleanor I.

    Seal I.

    Gulf of Alaska

    Prince William Sound

    Study Areas

  • .

    Eleanor & Seal Isles.~500 pairs

    Shoup Bay~7,000 pairs

    N. Icy Bay~1,800 pairs

  • Reproductive Success & Diets

  • Energy Density of Forage Fishes

    myc

    t.

    herr

    ing

    sala

    cape

    lin

    gunn

    el

    prkl

    bck.

    scul

    pin

    pollo

    ck

    Ene

    rgy

    dens

    ity (k

    J / g

    wet

    mas

    s)

    0

    1

    2

    3

    4

    5

    6

    7

    8

    9lipid AFLDM

    Energy Density of YOY < 1+-yr-old

    1+-yr-old

  • Kittiwake Diet and Growth –Experimental Feeding

    Days14 16 18 20 22 24 26 28 30

    Bod

    y M

    ass

    (g)

    100

    150

    200

    250

    300

    350

    400

    Diet = Pacific Herring

    Diet = Walleye Pollock

    Kitt

    iwak

    e

    Romano et al.

  • Monitoring Foraging Activities

    TransmitterAttachment

    Data LoggerAt Colony

    Tracking by Boat

  • Foraging Trips

  • % m

    ass

    0

    20

    40

    60

    80

    100

    Herring Sand lance Capelin Other

    79 293 268 224 121 26 67 129 22 18 70 60

    nosurv

    a)

    nodata

    nosurv

    Diets

  • Preferential Selection of Prey Type

    Herring Sand lance

    Selection Similar to Availability (P > 0.05)

    Significant Positive or Negative Selection (P < 0.05)

    Bi

  • % o

    f oto

    liths

    0

    20

    40

    60

    80

    100

    '95 '96 '97 '98 '99 '95* '96 '97 '98 '99 '95 '96 '97 '98 '99

    YOY 1-yr-old 1+ & 2-yr-old

    Shoup Bay Eleanor Island N. Icy Bay

    0

    35 56 42 89 43 5 7 36 7 14 34b)

    nosurv

    nodata

    nosurv

    Age Classes of Forage Fish in Kittiwake Diets

    96 % of Sand lance were YOY

    Herring

  • % AGE ONE HERRING IN DIET0 20 40 60 80 100

    0

    20

    40

    60

    80

    100

    INDEX OF PREY ABUNDANCE (SCHOOLS/KM)0.0 0.2 0.4 0.6 0.8

    30405060708090

    100

    % YOY HERRING AND YOY SAND LANCE IN DIET0 20 40 60 80 100

    % F

    EE

    DIN

    G O

    CC

    UR

    ING

    IN F

    EE

    DIN

    G F

    LOC

    KS

    0

    20

    40

    60

    80

    100

    a

    b

    c

    r2 = 0.2796P = 0.1778

    r2 = 0.7395P = 0.0007

    r2 = 0.7881P = 0.0003

    Prey Type and Feeding Flock Use

  • Feeding Frequency vs. Productivity

    Energy provisioning rate (kJ nest-1 day-1)100 200 300 400 500 600 700

    0.0

    0.2

    0.4

    0.6

    0.8BA

    BA

    BACH CH

    ELEL

    EL

    EL

    GUGU

    GU

    GU

    IC

    IC

    ICSH SH

    SHSH

    SH

    R2= 0.48

    Pro

    duct

    ivity

    (fled

    glin

    gs /

    nest

    )

    meal delivery rate * meal size * energy density

    Jodice et al. 2000

  • Forage Fish Sampling

    Clupea pallasi Ammodytes hexapterus

  • Forage Fish Abundance(surface area density [m2/km2])

    Surfa

    ce a

    rea

    dens

    ity (m

    2 /km

    2 )

    0

    10

    20

    30

    40

    50

    60

    '95 '96 '97 '98 '99Shoup Bay Eleanor Island N. Icy Bay

    '95* '96 '97 '98 '99 '95 '96 '97 '98 '99

    nodata

  • Location

    North Central South

    Phyt

    opla

    nkto

    n ab

    unda

    nce

    (ml /

    m2 )

    0

    2

    4

    6

    8

    10

    12

    1994 1995 1996 1997 1998 1999

    Phytoplankton Abundance

    Data courtesy of Prince William Sound Aquaculture Corporation

  • 020406080

    100

    YOY

    1 yr old

    1+ and 2 yr old

    1989 1990 1995 1996 1997 1998-0.2

    -0.1

    0

    0.1

    0.2

    0.3

    Shoup Bay

    00.20.40.60.8

    1

    Hydroacoustic Data - Juvenile HerringBiomass Density

    Kittiwake Diets - Ages of Herring Consumed

    Kittiwake Reproductive Success(relative to 6-yr mean)

    A

    B

    C

  • Forage Fish Distribution

    Brown and Moreland 2000

  • Response to Weekly Fluctuations in Prey Abundance

    1 2 3 4 5

    Dur

    atio

    n (h

    rs) &

    No.

    0

    2

    4

    6

    8

    1 2 3 4 5

    Trip duration No. of trips per day

    Herring

    Sand lance

    % O

    ccur

    renc

    e

    0

    20

    40

    60

    80

    100m

    2 /km

    2

    0

    5

    10

    406080

    100

    0

    5

    10

    15

    20

    Week of chick-rearing

    1 2 3 4 5 1 2 3 4 5

    15 31 66

    39 66 5163 85

    56

    3357

    3740 12 19 28 34

    26

    16 16

    14 11 2025

    22

    20 16 28 3229 23 17

    2231 34

    31 28

    a b c

    d e f g

    h ji k

    1997 1998 19991996

    Age-1 YOY Age-1 YOYHerring:

  • G ro w th

    Age (d ays)0 5 10 15 20 25 30 35

    g

    0

    100

    200

    300

    400

    500

    1999199819971996

    0 1 2 3 4 5Dur

    atio

    n (h

    rs) &

    No.

    02468

    W e e k o f c h ic k -re a r in g

    0 1 2 3 4 5 0 1 2 3 4 5 0 1 2 3 4 5

    % O

    ccur

    renc

    e

    02 04 06 08 0

    1 0 0

    T r ip d u ra t io n N o . o f tr ip s p e r d a y

    H e rr in g S a n d la n c e1996 1997 1998 1999

    Age-1 YOY Age-1 YOY

    (YOY)

  • Chick Survival and Growth

    Bet

    a su

    rviv

    al

    0.00

    0.25

    0.50

    0.75

    1.00

    Chi

    ck g

    row

    th (g

    /d)

    12

    13

    14

    15

    16

    17

    18

    Nea

    r-fle

    dgin

    g m

    ass (

    g)

    360

    370

    380

    390

    400

    410

    420

    a

    b

    c

    '95 '96 '97 '98 '99Shoup Bay Eleanor Island N. Icy Bay

    '95* '96 '97 '98 '99 '95 '96 '97 '98 '99

    40

    25 3633

    19

    nosurv

    14

    2726

    15

    13 26 25

    70 94

    73

    6787

    3463

    67

    31

    nodata

    nohatch

    2353

    47

    1634

    44

    2951

    45

    26

    2812 24

    nodata

    nodata

    nosurv

    nohatch

    nohatch

    nodata

    nosurv

    nosurv

    Beta ChickSurvival

    Chick Growth

    FledgingMass

  • Bet

    a su

    rviv

    al

    0.00

    0.25

    0.50

    0.75

    1.00

    Chi

    ck g

    row

    th (g

    /d)

    12

    13

    14

    15

    16

    17

    18

    Nea

    r-fle

    dgin

    g m

    ass (

    g)

    360

    370

    380

    390

    400

    410

    420

    a

    b

    c

    '95 '96 '97 '98 '99Shoup Bay Eleanor Island N. Icy Bay

    '95*'96 '97 '98 '99 '95 '96 '97 '98 '99

    40

    25 3633

    19

    nosurv

    14

    2726

    15

    13 26 25

    70 94

    73

    6787

    3463

    67

    31

    nodata

    nohatch

    2353

    47

    1634

    44

    2951

    45

    26

    2812 24

    nodata

    nodata

    nosurv

    nohatch

    nohatch

    nodata

    nosurv

    nosurv

    Beta ChickSurvival

    Chick Growth

    FledgingMass

    Surfa

    ce a

    rea

    dens

    ity (m

    2 /km

    2 )

    0

    1 0

    2 0

    3 0

    4 0

    5 0

    6 0

    '9 5 '9 6 '9 7 '9 8 '9 9S h o u p B a y E le a n o r I s la n d N . I c y B a y

    '9 5 * '9 6 '9 7 '9 8 '9 9 '9 5 '9 6 '9 7 '9 8 '9 9

    n od a ta

    Forage Fish Abundance

  • Foraging Trip DurationChick-rearing

    Dur

    atio

    0

    1

    2

    3

    4

    5

    6

    7

    '95 '96 '97 '98 '99 '95 '96 '97 '98 '99 '95 '96 '97 '98 '99

    b

    Shoup Bay Eleanor Island No. Icy Bay

    1716

    2532

    34

    716

    16

    11

    9

    19 12

    nodata

    nosurv

    nosurv

    Dur

    atio

    n (h

    rs)

  • Kittiwake Productivity

    Eleanor Island Icy BayShoup Bay

    '95 '96 '97 '98 '99 '95 '96 '97 '98 '99 '96 '97 '98 '99

    Pro

    duct

    ivity

    (c

    hick

    s fle

    dged

    / ne

    st s

    truct

    ure)

    0.00

    0.25

    0.50

    0.75

    1.00

  • Factors Affecting Chick Growth and Provisioning Rate

    Foraging trip duration (hrs)2 3 4 5 6

    Nes

    tling

    gro

    wth

    (g/d

    )

    13

    14

    15

    16

    17

    18

    Log 1-yr-old herring abundance index(m2/km2)

    -1 0 1 2For

    agin

    g tr

    ip d

    urat

    ion

    (hrs

    )

    2

    3

    4

    5

    6

    SBSB

    SBSB

    SB

    EIEI

    EI NI

    NI NI

    r2 = 0.57, F = 14.04, P = 0.003

    Feeding rate is very important Effect of prey abundance varies with colony & prey type

  • Top Down EffectsEgg and Nest Predators:

    Primary: Bald Eagle, Common Raven, Peregrine Falcon Opportunists: Glaucous-winged Gulls, Northwestern Crow,

    Black-billed Magpie

  • Top Down Effects

    Predation Rate and Predator Swamping:Example of intensity: 2 hr period = 36 eggs taken at Shoup Bayand 14 eggs taken at N. Icy Bay. Falcons observed taking up to6 chicks per day.

    At 3 chicks per day 1 falcon pair could remove > 50% of chicks at Eleanor Island, but only 10% of chicks at N. Icy Bay and 3% at Shoup Bay.

  • Multiple Linear Regression Analysis

  • Independent VariablesLaying & Incubation Nestling

    Lower Trophic Level Processes

    Phytoplankton abundance X

    Phytoplankton abundance in year t-1* X

    Timing of peak phytoplankton abund. X

    Spring SST (March to May) X

    SST May X

    SST June X

  • Total prey abundance X

    Herring abundance X

    Sand lance abundance X X

    Capelin abundance X

    1-yr-old herring abundance index* X X

    1-yr-old herring and sand lance abundance index*

    X X

    Independent VariablesLaying & Incubation Nestling

    Prey Abundance

  • Independent VariablesLaying & Incubation Nestling

    Colony Effect, Prey Consumptionand Foraging Effort

    Colony size X X

    % mass of herring X

    % mass of sand lance X

    % mass of capelin X

    % mass of 1-yr-old herring X

    Age class of herring X

    Foraging trip duration X X

  • Dependent Variables

    Fledging success

    (% of chicks fledged)

    Mean clutch size

    Laying success(% of nests with > 1

    egg)

    Egg laying

    Near-fledging mass

    Beta chick survival

    Hatching success

    (% of eggs hatched)

    Nestling growthMedian hatch date

    NestlingIncubation

  • Ind. Variable Coeff Std. Error t value Pr(>|t|) (Intercept) -60.1906 27.9667 -2.1522 0.0977

    Year 0.0422 0.0140 3.0054 0.0397Size 0.0004 0.0000 8.5458 0.0010Dur -1.9430 0.0691 -28.1085 0.0000

    lPr1yrHerr -5.7378 0.1994 -28.7791 0.0000Size:lPr1yrHerr 0.0001 0.0000 6.5023 0.0029

    Size:Dur -0.0001 0.0000 -14.7983 0.0001lPr1yrHerr:Dur 1.4904 0.0542 27.5194 0.0000

    MLR ResultsNestling Growth = Dependent Variable

  • Functional Response Curves(Cairns 1987)

  • Breeding Success vs. Prey Abundance

    1-yr-old herring abundance(m2/km2)

    0 2 4 6 8 100.0

    0.2

    0.4

    0.6

    0.8

    a)

    b)

    Total prey abundance(m2/km2)

    0 10 20 30 40 50 60

    Bre

    edin

    g su

    cces

    s(fl

    eglin

    gs/n

    est)

    0.0

    0.2

    0.4

    0.6

    0.8

    Seal Island

    Shoup Bay

    Eleanor Island

    N. Icy Bay

    y = 0.01 + 0.70(1 - e-0.81x)r2 = 0.39

  • 1-yr-old herring abundance(m2/km2)

    0 5 10 15 20 25

    Nes

    tling

    gro

    wth

    (g/d

    ay)

    13

    14

    15

    16

    17

    18

    Seal Island

    Shoup Bay

    Eleanor Island

    N. Icy Bayy = 14.50 + 2.36(1 - e-0.39x)r2 = 0.24

    Growth vs. Age-1 Herring Abundance

    Relationship is independent of direct top-down effects

  • ConclusionsBottom-up & Colony Specific Effects

    Geographic distribution and abundanceAge classEnergy density (kJ/g)*

    Important characteristics of Kittiwake Prey

    Feeding frequency (trip duration)Energy density of prey

    Important factors affecting Chick Survival and Growth

    Shoup Bay: 1-yr-old herring critical for maximum productivityN. Icy Bay and Eleanor Island: can maintain high feeding

    frequency with YOY fish

    Colony-specific Kittiwake-Prey Relationships

    Prey AbundanceAge-class of prey (capture time, feeding flock use)

    Important factors affecting Foraging Trip Duration

  • ConclusionsTiming Mismatch and Top-Down Effects

    Age 1 fish available early in breeding seasonYOY sand lance available early but availability limited

    Forage Fishes – timing of arrival and peak abundanceEarly Season

    YOY HerringYOY sand lance more available

    Late Season

    Predators that specialize on kittiwake coloniesReduced availability of alternative preyPredator swamping at large colonies

    Top-Down Control

  • Kittiwakes

  • FundingExxon Valdez Oil Spill Trustee Council U.S. Fish and Wildlife Service

    Special thanks toJeb Benson, Max Kaufman, Teresa Sauer

    Aerial SurveysTim Veenstra (pilot) & Stephanie Moreland (observer)

    Prey I.D.Kathy Turco & Greg Golet

    Field CrewsJill Anthony, Matt Becker, Brenda Bilotta, Jared

    Gerstein, James Hall, Bill Henry, Stephanie Holzwarth, Amy Kaplan, Laura Kennedy, Jonel Kiesau, Christopher Kuntzch, Kurt Lenington, Casey Lott, Chris May, Kristen Mosher, Laura Minich, Tim Meehan, Eva-Marie Muecke, Kyle Payton, Kim Raum-Suryan, Cynthia Restrepo, Janet Rothermel, John Ryder, Ruth Smith, Greg Spencer, Caroline Van Hemert, Tansy Wagner, James Weldy, Sean Wolfe

    Acknowledgments