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Climate Variability and chum salmon production and survival in the North Pacific Suam Kim, S. Kang, H. Seo, E. Kim, and M. Kang Pukyong National University CCCC Paper Session Oct. 31, 2007
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  • Climate Variability and chum salmon production and survival in the North Pacific

    Suam Kim, S. Kang, H. Seo, E. Kim, and M. Kang

    Pukyong National University

    CCCC Paper Session Oct. 31, 2007

  • Relationship between climate, ocean Relationship between climate, ocean environment, and marine ecosystemsenvironment, and marine ecosystems

    • increase ingreenhouse gas

    • atmospheric warming

    Climate change

    Changes in ocean environment

    Ecosystem reconstruction

    • SST increase• ocean currents change•sea levels rise

    • changes in distribution and

    physiology • fluctuations in

    production

  • Air temperature at Kodiak

    Pink salmon catch in Alaska

    Pink salmon catch in North Korea

    Tele-connection!?

  • Chum salmon, Oncorhynchus keta

    Chum salmon is one of the most abundant salmon species in the North Pacific, so that this species is economically and ecologically important.

  • 0

    200,000

    400,000

    600,000

    800,000

    1,000,000

    1,200,000

    1950 1960 1970 1980 1990 2000

    chumpinktotal

    Catches of chum salmon (thin), pink salmon (dashed), total salmons (thick) in the North Pacific, 1950~2005.

  • Chum salmon, Oncorhynchus keta

    Chum salmon is one of the most abundant salmon species in the North Pacific, so that this species is economically and ecologically important.

    Salmon enhancement program in Korea has focused on this species since mid 1980s.

  • Change in abundance of hatcheries and wild chum salmon in the North Pacific Ocean (Kaeriyama, 2003)

    Hatchery

    0

    50

    100

    150

    200

    1925

    1930

    1935

    1940

    1945

    1950

    1955

    1960

    1965

    1970

    1975

    1980

    1985

    1990

    1995

    2000

    Year

    WildHatchery

    Mill

    ions

    fish

    Such increases in catch might be due to better environmental conditions as well as enhancement programs of each nation.

  • 38°N

    36°N

    34°N

    126°E 128°E 130°E

    1 23

    45

    6789101112

    131415

    161718

    1. Nam-gang (Nam river)2. Myeongpa-cheon (Myeongpa stream)3. Buk-cheon (Buk stream)4. Namdae-cheon (Namdae stream): Yangyang 5. Yeongok-cheon (Yeongok stream)6. Nakpung-cheon (Nakpung stream)7. Jusu-cheon (Jusu stream)8. Jeon-cheon (Jeon stream)9. Osip-cheon (Osip stream): Samcheok10. Maeup-cheon (Maeup stream)11. Gagok-cheon (Gagok stream)12. Wangpi-cheon (Wangpi stream)13. Namdae-cheon (Namdae stream): Uljin 14. Songcheon-cheon (Songcheon stream)15. Osip-cheon (Osip stream): Yeongdeok 16. Taehwa-gang (Taehwa river)17. Ilgwang-cheon (Ilgwang stream)18. Seomjin-gang (Seomjin river)

    18 streams where fry chum salmon are released in spring in Korea

  • WinterSpring(12~5)

    SummerFall

    (6~11)

    Summer?Fall

    (?~11)

    Okhotsk Sea

    Bering Sea

    North Pacific Ocean

    WinterSpring(12~5)

    Gulf of Alaska

    SpringSummer

    ?

    Schematic migration model of chum salmon released from Korea (modified from Urawa et al., 2000).

  • Chum salmon, Oncorhynchus keta

    Chum salmon is one of the most abundant salmon species in the North Pacific, so that this species is economically and ecologically important.

    Salmon enhancement program in Korea has focused on this species since mid 1980s.

    Environmental variability might be a major forcing for determining stock condition and behavior of chum salmon.

  • The numbers of fry released at year i and returning adults of chum salmon at year i+3. Catch of returning adults at year i+3 was matched with fry released at year i in the graphs.

    Returns/Catches were not always proportional to the number of fry released from the hatcheries!!!

  • Objectives:

    Investigation on relationship between chum salmon biology and climate variability in the North Pacific

  • Methods and materials:

    Climate/Ocean Indices:ALPISOIAOIPDOI

    Biological parameters on chum salmon:CatchGrowthReturn rate

  • -6

    -4

    -2

    0

    2

    4

    6

    8

    1950 1960 1970 1980 1990 2000

    ALP

    I

    -35

    -30

    -25

    -20

    -15

    -10

    -5

    0

    5

    . CuS

    um A

    LPI

    ALPICuSum

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    1

    1.5

    2

    1950 1960 1970 1980 1990 2000

    SO

    I

    -10123456789

    . CuS

    um S

    OI

    SOICuSum

    -1.5

    -1

    -0.5

    0

    0.5

    1

    1.5

    1950 1960 1970 1980 1990 2000

    AO

    I

    -5-4.5-4-3.5-3-2.5-2-1.5-1-0.500.5

    . CuS

    um A

    OI

    AOICuSum AOI

    -2.5-2

    -1.5-1

    -0.50

    0.51

    1.52

    2.5

    1950 1960 1970 1980 1990 2000

    PD

    OI

    -16

    -14

    -12-10

    -8

    -6

    -4-2

    0

    2

    . CuS

    um P

    DO

    I

    PDOICuSum PDOI

    Four major climate/Ocean indices in the Pacific Ocean

    Most graphs show the changes in 1976, 1988, and 1998.

  • Asia yield with CuSum of chum salmon, 1925-2001

    0

    50

    100

    150

    200

    250

    300

    350

    400

    1925

    1930

    1935

    1940

    1945

    1950

    1955

    1960

    1965

    1970

    1975

    1980

    1985

    1990

    1995

    2000

    Cat

    ch (1

    ,000

    t)

    .

    -2500

    -2000

    -1500

    -1000

    -500

    0

    500

    CuS

    um (1,000t)

  • North America yield with CuSum of chum salmon, 1925-2001

    0

    20

    40

    60

    80

    100

    120

    1925

    1930

    1935

    1940

    1945

    1950

    1955

    1960

    1965

    1970

    1975

    1980

    1985

    1990

    1995

    2000

    Cat

    ch (1

    ,000

    t)

    .

    -400

    -300

    -200

    -100

    0

    100

    200

    300 C

    uSum

    (1,000t)

  • ALPI SOI PDOI AOI

    North America 0.202 -0.029 0.326

    ** 0.157

    Asia 0.212 -0.167 0.349** 0.301*

    Pacific total 0.224 -0.145 0.379

    ** 0.286*

    Correlations between chum salmon production and Environmental Indices over the Pacific Ocean during 1950~2001

  • ALPI SOI PDOI AOI

    North America

    Asia

    7531-1-3-5-7

    7531-1-3-5-7

    7531-1-3-5-7

    7531-1-3-5-7

    7531-1-3-5-7

    7531-1-3-5-7

    7531-1-3-5-7

    7531-1-3-5-7

    Result of cross-correlation function analysis between regional chum salmon catches and four environmental indices during 1950~2001

    Time-lag effect

  • North America Asia

    ALPI

    SOI

    -400

    -300

    -200

    -100

    0

    100

    -35

    -30

    -25

    -20

    -15

    -10

    -5

    0

    51950 1960 1970 1980 1990 2000

    -2000

    -1500

    -1000

    -500

    0

    500

    -35

    -30

    -25

    -20

    -15

    -10

    -5

    0

    51950 1960 1970 1980 1990 2000

    -400

    -300

    -200

    -100

    0

    100 -2

    0

    2

    4

    6

    8

    10 -2000

    -1500

    -1000

    -500

    0

    500 -2

    0

    2

    4

    6

    8

    10

    Trend of CuSum of regional chum salmon catches (thick lines) and four environmental indices (thin lines) during 1950~2001

  • North America Asia

    PDOI

    AOI

    -400

    -300

    -200

    -100

    0

    100

    -16

    -12

    -8

    -4

    0

    4

    -2000

    -1500

    -1000

    -500

    0

    500

    -16

    -12

    -8

    -4

    0

    4

    -400

    -300

    -200

    -100

    0

    100

    -5

    -4

    -3

    -2

    -1

    0

    1

    -2000

    -1500

    -1000

    -500

    0

    500

    -5

    -4

    -3

    -2

    -1

    0

    1

    Trend of CuSum of regional chum salmon catches (thick lines) and four environmental indices (thin lines) during 1950~2001

  • Conclusion I:

    There was a major change in climate during the mid 1970s, and chum salmon population responded to this climate event with a time-lag.

    The PDO and chum salmon returns showed a highly significant correlation with a time-lag of 3 years, while the AOI with a time-lag of 6~7 years.

  • -1.5

    -1

    -0.5

    0

    0.5

    1

    1.5

    1950 1960 1970 1980 1990 2000

    AO

    I

    -5-4.5-4-3.5-3-2.5-2-1.5-1-0.500.5

    . CuS

    um A

    OI

    AOICuSum AOI

    -2.5-2

    -1.5-1

    -0.50

    0.51

    1.52

    2.5

    1950 1960 1970 1980 1990 2000

    PD

    OI

    -16

    -14

    -12-10

    -8

    -6

    -4-2

    0

    2

    . CuS

    um P

    DO

    I

    PDOICuSum PDOI

    Changes in 1976/1977

    Changes in 1988/1989

  • SST information was collected from rectangular areas in the Bering Sea (52-58°N, 0-160°W) and the Okhotsk Sea (48-58°N, 145-155°E) using NCEP/NCAR Reanalysis. SSTs in Korean waters were measured at a light house near the hatchery (●).

    Zooplankton data for Korean waters, the Okhotsk Sea, and the Bering Sea were extracted from 36-38°N and 128-131°E of KODC, Shuntov & Dulepova (1996), and Sugimoto & Tadokoro (1997), respectively.

  • rc in Korean waters

    -0.15

    -0.1

    -0.05

    0

    0.05

    0.1

    0.15

    0.2

    0.25

    1980 1982 1984 1986 1988 1990 1992 1994 1996

    Year

    Dev

    iatio

    ns o

    f gro

    wth

    of j

    uven

    ilech

    um s

    alm

    onage 5age 4age 3

    Deviations of growth of juvenile chum salmon in coastal water including freshwater/river mouth. Growth information was derived from returning female salmon to mother stream at age-3 and age-4 during 1984-1998. The x-axis represents the year of growth.

    P=0.014* (ANOVA) at age 5

    P=0.001** (ANOVA) at age 4

    P=0.013* (ANOVA) at age 3

  • SST (line) at light house in April (mean value=9.54°C) and deviations of zooplankton biomass (bar) off the east coast of Korea (mean value=98.98 mg/m3). Data were extracted from KODC.

    -100

    -50

    0

    50

    100

    150

    200

    1980 1982 1984 1986 1988 1990 1992 1994 1996 1998

    4

    6

    8

    10

    12

    14

    Dev

    iatio

    ns o

    f zoo

    plan

    kton

    bi

    omas

    s zooplankton biomass and SST in Korean waters

    SST at light house

    P=0.096 (ANOVA)

    P=0.001** (ANOVA)

  • Deviations of growth of young salmon in Okhotsk Sea. Growth information was derived from returning female salmon to mother stream at age-3 and age-4 during 1984-1998. The x-axis represents the year of growth.

    r1-rc in Okhotsk Sea

    -0.25-0.2

    -0.15-0.1

    -0.050

    0.050.1

    0.150.2

    1980 1982 1984 1986 1988 1990 1992 1994 1996

    Year

    Dev

    iatio

    ns o

    f you

    ngsa

    lmon

    gro

    wth

    age 5age 3age 4

    P=0.233 (ANOVA) at age 5

    P=0.136 (ANOVA) at age 4

    P=0.040*(ANOVA) at age 3

  • Deviation of SST in Okhotsk Sea during August and November (mean value=8.01°C) and zooplankton biomass in Okhotsk Sea (mean value=214.6 g/sq.m). Zooplankton and SST data were extracted from Shuntov & Dulepova (1996) and NECP/NCAR Reanalysis, respectively.

    -200

    -150

    -100

    -50

    0

    50

    100

    150

    200

    1986 1987 1988 1991 1992 1993 1994

    -6

    -4

    -2

    0

    2

    4

    6

    Dev

    iatio

    ns o

    f zoo

    plan

    kton

    D

    eviation of SSTzooplankton biomass and SST in Okhotsk Sea

    P=0.96 (ANOVA)

    P=0.834 (ANOVA)

  • Deviations of immature salmon growth in open ocean at age 2 to 4. Growth information was derived from returning female salmon to mother stream at age-3, 4 and 5 during 1984-1998. The x-axis represents the year of growth.

    r2-r1

    -0.15-0.1

    -0.050

    0.050.1

    0.150.2

    1981 1983 1985 1987 1989 1991 1993 1995 1997

    age 5age 3age 4

    P=0.184 (ANOVA) at age 5P=0.009** (ANOVA) at age 4 P=0.002** (ANOVA) at age 3

    r3-r2

    -0.1

    -0.05

    0

    0.05

    0.1

    1982 1984 1986 1988 1990 1992 1994 1996

    P=0.001** (ANOVA) at age 5P=0.001** (ANOVA) at age 4

    r4-r3

    -0.08-0.06-0.04-0.02

    00.020.040.06

    1983 1985 1987 1989 1991 1993 1995 1997

    P=0.007** (ANOVA) at age 5Dev

    iatio

    ns o

    f im

    mat

    ure

    salm

    on g

    row

    thIn open ocean

  • 12

    12.5

    13

    13.5

    14

    14.5

    1980 1982 1984 1986 1988 1990 1992 1994 1996 19980

    100

    200

    300

    400

    500

    600

    700

    Year-to-year variations in the mean zooplankton biomass (blue line) and SST (red line) in eastern Bering Sea from NCEP/NCAR Reanalysis andSugimoto & Tadokoro. (1997), respectively.

    zooplankton biomassSS

    T

    zooplankton biomass and SST

    In open ocean

    P=0.038* (ANOVA)

    P=0.999 (ANOVA)

  • 0.50.550.6

    0.650.7

    0.750.8

    0.850.9

    1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997

    Year class

    Gc

    0.00.20.40.60.81.01.21.41.61.8

    Return rate

    GcReturn rate

    0.5

    0.55

    0.6

    0.65

    0.7

    1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997

    Year class

    G1-

    c

    0.00.20.40.60.81.01.21.41.61.8

    Return rate

    G1-c

    Return rate and growth during (a) fry and (b) age-0 juvenile

    (a)

    (b)

  • 0.4

    0.45

    0.5

    0.55

    0.6

    1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997

    Year class

    G2

    0.0

    0.5

    1.0

    1.5

    2.0

    Return rate

    G2

    0.3

    0.35

    0.4

    0.45

    0.5

    1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997

    Year class

    G3

    0.0

    0.5

    1.0

    1.5

    2.0

    Return rate

    `

    Return rate and growth during (a) age-2 and (b) age-3

    (a)

    (b)

  • Growth of chum salmon seemed to link with change of zooplankton biomass.

    In coastal water, growth of juvenile chum salmon was better in the 1990s than in the 1980s.

    Growth conditions in the Okhotsk Sea seemed to be stable during the 1980s-1990s period.

    In the Bering Sea, climate change around 1989 caused in reduction of zooplankton biomass, and consequently lower salmon growth in the early to mid 1990s.

    Conclusion II:

  • Return rate of chum salmon seemed to linkwith growth during immature stages.

    The favorable environments for fry chum salmonmight cause better growth in the coastal areas, but higher growth rate during the early life stage does not seem to be related to the improved return rate of spawning adults.

    Rather, growth in immature stages in the Okhotsk Sea and the Bering Sea has a significant correlation with return rate indicating size-related mortality process.

    Conclusion III:

  • Phys. Ocean.

    Fishery Sci. Ocean Eco.

    MeteorologistMeteorologist

    Thanks for your attention!!Thanks for your attention!!


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