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Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission [email protected] http://www. iattc.org / iattc_staffMMaunder.htm

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Page 1: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Are pelagic fisheries managed well?

A stock assessment scientists perspective

Mark Maunder and Shelton HarleyInter-American Tropical Tuna Commission

[email protected]://www.iattc.org/iattc_staffMMaunder.htm

Page 2: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Outline

1. A response to Myers and Worm (2003)

2. Are pelagic fisheries managed well?

3. EPO tuna Fisheries

4. Summary

Page 3: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Myers and Worm (2003)

• “industrialized fisheries typically reduced community biomass by 80% during the first 15 years of exploitation”

• “large predatory fish biomass today is only about 10% of pre-industrial levels”.

• Most of the data was Japanese tuna longline catch and effort data

• I will argue that the analysis is flawed in several respects and illustrate this will data from the Pacific Ocean

Page 4: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

0

500,000

1,000,000

1,500,000

2,000,000

2,500,000

3,000,000

1950 1954 1958 1962 1966 1970 1974 1978 1982 1986 1990 1994 1998 2002C

atch

(t)

Other

Skipjack

Yellowfin

Bigeye

Albacore

A

0

500,000

1,000,000

1,500,000

2,000,000

2,500,000

3,000,000

1950 1954 1958 1962 1966 1970 1974 1978 1982 1986 1990 1994 1998 2002

Cat

ch (

t)

Other

Purse seine

Pole-and-line

Longline

B

0

500,000

1,000,000

1,500,000

2,000,000

2,500,000

3,000,000

1950 1954 1958 1962 1966 1970 1974 1978 1982 1986 1990 1994 1998 2002

Cat

ch (

t)

North

Equatorial

Tropical

Subtropical

Temperate

C

Pacific Ocean Tuna Catch Data

By species

By method

By area

Myers and Wormdata

Page 5: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

- 50

- 45

- 40

- 35

- 30

- 25

- 20

- 15

- 10

- 5

0

5

10

15

20

25

30

35

40707580859095100105110115120125130135140145150155160165170175180- 175- 170- 165- 160- 155- 150- 145- 140- 135- 130- 125- 120

707580859095100105110115120125130135140145150155160165170175180- 175- 170- 165- 160- 155- 150- 145- 140- 135- 130- 125- 120- 50

- 45

- 40

- 35

- 30

- 25

- 20

- 15

- 10

- 5

0

5

10

15

20

25

30

35

40

Jap LL 1952-1999 20000YFT

BET

BFT

ALB

Page 6: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Longhurst Areas

Page 7: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Spatial expansion of the longline fishery

Page 8: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

One species dominates

0

2

4

6

8

10

1950 1965 1980 1995

Billfish

Southern bluefin

Yellowfin

Bigeye

Albacore

Total temperateD

CP

UE

Page 9: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

More often than not community CPUE declines faster than abundance

1i ii i i i

i

B Br B q EB

t K

0iB

t

SS SS

i i ii i

B CPUE

K q K

2i i

i ii ii i

i i ii i

q qK K

r r

K q K

2 2 2 2 2 22i i i j i j i i i j i ji i j i i j

q K q q K K q K q q K K

1 , pairs Biomass declines faster than CPUEi i

j j

r qi j

r q

1i

j

q

q

2

2i i i i i

i i i

q K K q K

Page 10: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Abundance of tunas in the Pacific Ocean

Integrated models

0

1,000,000

2,000,000

3,000,000

4,000,000

5,000,000

6,000,000

7,000,000

1952

1955

1958

1961

1964

1967

1970

1973

1976

1979

1982

1985

1988

1991

1994

1997

2000

Ad

ult

bio

mas

s (t

)Yellowfin

Bigeye

Albacore

Japanese longline CPUE

0

10

20

30

40

50

60

70

1952

1955

1958

1961

1964

1967

1970

1973

1976

1979

1982

1985

1988

1991

1994

1997

2000

CP

UE

(kg

per

100

ho

oks

)

Yellowfin

Bigeye

Albacore

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1940 1950 1960 1970 1980 1990 2000 2010

F/Fmsy

Adult biomass

0.00E+00

2.00E+05

4.00E+05

6.00E+05

8.00E+05

1.00E+06

1.20E+06

1.40E+06

1.60E+06

1940 1950 1960 1970 1980 1990 2000 2010

Page 11: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

CPUE is inconsistent with catch and population dynamics

Blue is total catch, red is CPUE

Page 12: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Change in targeting: from albacore to bigeye

Blue is total catch, green is Taiwan CPUE, red is Japan CPUE

Page 13: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Current depletion levelHypothesis More Same Less UnknownRegime change xEcosystem xSpatial distribution xGear depth x (most)Stupid fish xSize-specific vulnerability xMultiple stocks xFraction of stock xInterference xIncreased power xTargeting DependsAge-specific M xFishing regulations xSoaktime xShark damage xHook saturation x

Single Species

Page 14: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Are pelagic fisheries managed well?

1. What are the management objectives?

2. Are the management objectives reasonable?

3. Can we determine if the management objectives have been achieved?

Page 15: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

What are the management objectives? Don’t really know

• International commissions• Individual country jurisdictions• Over-arching objective

– Maintain stocks at levels capable of producing MSY

– Modified by other factors– Precautionary approach

• Most specific objectives vary by user/country and are unrecorded

Page 16: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Are the management objectives reasonable? Yes, but too vague to be useful

• Stated management objectives are vague– Need to have something that covers the diverse goals of users– Are the specific interpretations reasonable?

• MSY – Reasonable given difficulty determining other factors– More useful as an indicator than an objective– Negative aspects of MSY covered by “modifying factors” and

precautionary approach– Depletion to around 30% of unexploited

• But these are not the real objectives– Social, economic, cultural, ….– Bycatch only important if causes a penalty

Page 17: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Considerations• Multiple species

– Can’t get MSY for each simultaneously– Sustainable overexploitation of some species may be

required• Different gears

– Yield– Economics– Bycatch

• Different countries– Economic and social dependence

• Different users have different objectives

Page 18: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Can we determine if the management objectives have been achieved? Depends

• Estimate MSY quantity e.g BMSY or FMSY

– Age-specific F– Age-specific Natural mortality– Steepness of the stock-recruitment relationship– What years to average recruitment

• Comparison quantity Bcur or Fcur

– Most recent B and F uncertain

• Ratios (e.g. F/FMSY) are more precisely estimated and should be estimated inside the assessment model

• Problems with estimating unexploited biomass (Myers and Worm debate, shifting baselines)

Page 19: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

EPO Tuna Stocks

• Inter-American Tropical Tuna Commission - governing body• Yellowfin, skipjack, bigeye• Longline

– Distant water nations– Large bigeye– Sharks, Turtles

• Purse seine on floating objects– Ecuador, EU– Skipjack, small bigeye– Sharks and other fish

• Purse seine on unassociated schools– Opportunistic– Skipjack, small yellowfin– Similar but less than Floating objects

• Purse seine on dolphin associated schools– Mexico, Venezuela– Large yellowfin– Dolphins

Page 20: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Yellowfin Tuna Spawning Biomass Ratio (S/S0)

Page 21: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Skipjack Tuna Spawning Biomass Ratio (S/S0)

Page 22: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Bigeye tuna Spawning Biomass Ratio (S/S0)

Page 23: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Bigeye Fishing MortalityBigeye 5-21 quarters old

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

1975 1980 1985 1990 1995 2000

An

nu

al f

ish

ing

mo

rtal

ity

Page 24: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Fishery Impact on EPO bigeye tuna

Year

75 77 79 81 83 85 87 89 91 93 95 97 99 01 03

0.0

0.2

0.4

0.6

0.8

1.0

Fis

hery

impa

ct

LonglineFloating objectSmall discards

Page 25: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Year of assessment

Stock assessment conclusion Staff recommendation (includes actions for all species)

Adopted conservation measures

Change in fishing mortality from comparison year

2000 Assuming a moderate spawner-recruitment relationship, fishing mortality should be kept at 1999 levels.

No recommendation for bigeyeCatch quota for yellowfin

Three month closure of the floating-object fishery

Fishing mortality increased 54% from 1999 levels.

2001 Assuming a moderate spawner-recruitment relationship, fishing mortality should be reduced (10%) from 2000 levels.

Fishing effort should not be allowed to increase beyond current levels.

Closure of floating-object fishing if catches of small bigeye reach 1999 levels, but not before November 2001. No closure occurred.

Fishing mortality increased 11% from 2000 levels.

2002 Assuming a moderate spawner-recruitment relationship, fishing mortality should be kept at 2001 levels.

Close the floating-object fishery if small bigeye catches reach 1999 levels and a complete EPO closure for December 2002.

Complete closure of the EPO for December 2002

Fishing mortality increased 55% from 2001 levels.

2003 Fishing mortality needs to be reduced substantially (20-50%) from levels observed in 2000 and 2001.

Complete EPO closure for two months plus two month closure of an area of high bigeye catches. Longline catches reduced to 2000 levels

Closure of a smaller region (than proposed) for December 2003. Longline catches reduced to 2001 levels

Fishing mortality increased 60% from 2000-2001 levels.

2004 Fishing mortality needs to be reduced substantially (30-60%) from levels observed in 2001 and 2002

Complete EPO closure for two months plus either a six month closure of a area of high bigeye catches or a six month closure of an area for floating-object sets or 500t individual vessel catch limits. Longline catches to be reduced to levels of 2000

Complete closure of the EPO for six weeks (This resolution was agreed upon in October 2003). Longline catches reduced to 2001 levels.

Page 26: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Bycatch research in the EPO

• IATTC bycatch database 100% observers on large purse seine vessels

• IATTC resolution to collect data on turtles

• IATTC collaboration with WWF to reduce turtle mortality

• The reduction in dolphin mortality in the EPO purse seine fisheries

• IATTC protected species modeling

Page 27: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org

Summary• Myers and Worm (2003) analysis

– Flawed– Should not be used to determine the status of large predatory

fish biomass• Are pelagic fisheries managed well?

– Difficult to answer– We don’t know what the management objectives are– We don’t know what the management objectives should be– Even if we did, we might not be able to determine if they have

been met• Tuna stocks

– Some stocks appear to be poorly managed (e.g. bigeye tuna in the EPO)

– Some stocks appear to be healthy, but the associated fisheries have management problems (e.g. skipjack tuna in the EPO)

– Some stocks appear to be well managed, but with other issues (e.g. yellowfin tuna in the EPO)

– The status of many stocks are uncertain (e.g. billfish in the EPO)

Page 28: Are pelagic fisheries managed well? A stock assessment scientists perspective Mark Maunder and Shelton Harley Inter-American Tropical Tuna Commission mmaunder@iattc.org