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A Framework for A Framework for Ecosystem Impacts Ecosystem Impacts Assessment Using an Assessment Using an Indicator Approach Indicator Approach Patricia A. Livingston Patricia A. Livingston 1 , K. Aydin , K. Aydin 1 , J. Boldt , J. Boldt 2 , , J. Ianelli J. Ianelli 1 , and J. Jurado-Molina , and J. Jurado-Molina 2 1 Alaska Fisheries Science Center Seattle, WA, Alaska Fisheries Science Center Seattle, WA, USA USA 2 JISAO, University of Washington, Seattle, WA JISAO, University of Washington, Seattle, WA USA USA
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Page 1: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

A Framework for Ecosystem A Framework for Ecosystem Impacts Assessment Using Impacts Assessment Using

an Indicator Approachan Indicator Approach

Patricia A. LivingstonPatricia A. Livingston11, K. Aydin, K. Aydin11, J. Boldt, J. Boldt22, J. , J. IanelliIanelli11, and J. Jurado-Molina, and J. Jurado-Molina22

11Alaska Fisheries Science Center Seattle, WA, USAAlaska Fisheries Science Center Seattle, WA, USA22JISAO, University of Washington, Seattle, WA USAJISAO, University of Washington, Seattle, WA USA

Page 2: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

OverviewOverview

• Alaskan contextAlaskan context

• Evolution and Description of the Evolution and Description of the FrameworkFramework– Documentation of status and trendsDocumentation of status and trends– Evaluation of past and present impactsEvaluation of past and present impacts– Prediction of future trends and Prediction of future trends and

management optionsmanagement options

Page 3: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Magnuson-Stevens FisheryConservation andManagement Act

1976

Marine Mammal Protection Act

1972

Endangered Species Act

1973Clean Water

Act1972

National Environmental

ProtectionAct

1969

US Legislation on US Legislation on Environmental ProtectionEnvironmental Protection US Legislation on US Legislation on Environmental ProtectionEnvironmental Protection

Page 4: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Ecosystem-based Management Ecosystem-based Management Actions Actions Ecosystem-based Management Ecosystem-based Management Actions Actions

• TAC less than ABC for individual TAC less than ABC for individual stocksstocks

• OY cap on total groundfish yieldOY cap on total groundfish yield

• No target fisheries on forageNo target fisheries on forage

• Short-tailed albatross take Short-tailed albatross take restrictions, Seabird bycatch restrictions, Seabird bycatch mitigation devicesmitigation devices

• No fishing in Steller sea lion foraging No fishing in Steller sea lion foraging area and minimum biomass threshold area and minimum biomass threshold for sea lion preyfor sea lion prey

• Trawl closures, bottom trawling Trawl closures, bottom trawling restrictionsrestrictions

• Bycatch and discard controlsBycatch and discard controls

ABCTAC Catch OFLABCTAC Catch OFL

Conservative single species targets

CAP on TOTAL TARGET CATCHTotal yield < 2 million tonnes

Page 5: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Gather information Historical status

and trendsEcosystem components

and stressors

Establish assessmentFramework, objectives,Thresholds, indicators

Generate managementAlternatives,

Future scenariosMODELS for Prediction

Expert judgmentto analyze impactsAnd provide advice

DECISION

Key Pieces of the Key Pieces of the FrameworkFrameworkKey Pieces of the Key Pieces of the FrameworkFramework

Page 6: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

C lo sed A rea s

C a tchL ev e ls

E ffo rt

P h y sica l F o rc in g

M a n a g em en t

S ta tu s

Ecosystem Measures and InfluencesEcosystem Measures and Influences

Gear

Page 7: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Ecosystem Impacts Assessment Ecosystem Impacts Assessment Framework: Framework: Objectives, sub-objectives, ecosystem indicatorsObjectives, sub-objectives, ecosystem indicators

Ecosystem Impacts Assessment Ecosystem Impacts Assessment Framework: Framework: Objectives, sub-objectives, ecosystem indicatorsObjectives, sub-objectives, ecosystem indicators

SUBOBJECTIVESSUBOBJECTIVES• More focused, tangibleMore focused, tangible • Relate to key Relate to key

areas/issues for areas/issues for protectionprotection

• May vary across May vary across ecosystems depending ecosystems depending on differences in threats, on differences in threats, stressors, ecosystem stressors, ecosystem characteristicscharacteristics

• Thresholds relate to Thresholds relate to legal mandates under legal mandates under various lawsvarious laws

INDICATORSINDICATORS

• Measures of particular Measures of particular ecosystem attributesecosystem attributes

• Qualitative analysis of Qualitative analysis of change used when change used when targets/thresholds are targets/thresholds are not definednot defined

• Requires expert Requires expert judgmentjudgment

Page 8: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Ecosystem ProcessesEcosystem ProcessesEcosystem ProcessesEcosystem Processes

OBJECTIVES FOR ECOSYSTEM OBJECTIVES FOR ECOSYSTEM PROTECTIONPROTECTION

• Maintain Predator/prey Maintain Predator/prey relationshipsrelationships

• Maintain Energy/flow Maintain Energy/flow balancebalance

• Maintain Habitat and Maintain Habitat and DiversityDiversity

ECOSYSTEM DEFINITIONECOSYSTEM DEFINITION

• PopulationsPopulations and and communitiescommunities of of interactinginteracting organisms and organisms and physical physical environmentenvironment with with characteristic characteristic trophic structuretrophic structure and material and material ((energy) cyclesenergy) cycles

Page 9: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Objectives for Ecosystem Objectives for Ecosystem Protection:Protection: Maintain predator-prey relationships Maintain predator-prey relationships

pelagic forage availabilitypelagic forage availabilityspatial/temporal conc. of fishery impact on spatial/temporal conc. of fishery impact on

forage fishforage fishremovals of top predatorsremovals of top predatorsintroduction of non-native speciesintroduction of non-native species

Maintain diversityMaintain diversity species diversityspecies diversityfunctional (trophic, structural habitat) diversityfunctional (trophic, structural habitat) diversitygenetic diversitygenetic diversity

Maintain energy flow and balanceMaintain energy flow and balancehuman-induced energy redirectionhuman-induced energy redirectionsystem impacts attributable to energy removalsystem impacts attributable to energy removal

CLIMATE and FISHING

Page 10: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Ecosystem Impacts Assessment Ecosystem Impacts Assessment Framework: Framework: Objectives, sub-objectives, ecosystem indicatorsObjectives, sub-objectives, ecosystem indicators

Ecosystem Impacts Assessment Ecosystem Impacts Assessment Framework: Framework: Objectives, sub-objectives, ecosystem indicatorsObjectives, sub-objectives, ecosystem indicators

OBJECTIVE: OBJECTIVE: MAINTAIN PREDATOR/PREY MAINTAIN PREDATOR/PREY

RELATIONSHIPSRELATIONSHIPS

SUBOBJECTIVE1: Sustain top predator populations SUBOBJECTIVE1: Sustain top predator populations

THRESHOLD: THRESHOLD: Catch levels high enough to cause the Catch levels high enough to cause the biomass of one or more top level predator species to fall biomass of one or more top level predator species to fall below minimum biologically acceptable limitsbelow minimum biologically acceptable limits

INDICATORS: INDICATORS: • Population status of top predator speciesPopulation status of top predator species• Bycatch levels of sensitive top predators that lack Bycatch levels of sensitive top predators that lack

population estimates (sharks, birds)population estimates (sharks, birds)• Trophic level of the catchTrophic level of the catch

Page 11: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Effects AnalysisEffects Analysis

ObjectiveObjective SubobjectiveSubobjective Significance ThresholdSignificance Threshold IndicatorsIndicators

Predator-Predator-prey prey relationshipsrelationships

Pelagic forage Pelagic forage availabilityavailability

Fishery induced changes outside the Fishery induced changes outside the natural level of abundance or natural level of abundance or variability for a prey species relative variability for a prey species relative to predator demandsto predator demands

Population trends in pelagic forage Population trends in pelagic forage biomass (quantitative - pollock, Atka biomass (quantitative - pollock, Atka mackerel, catch/bycatch trends of mackerel, catch/bycatch trends of forage species, squid and herring)forage species, squid and herring)

Spatial and Spatial and temporal temporal concentration of concentration of fishery impact fishery impact on forageon forage

Fishery concentration levels high Fishery concentration levels high enough to impair the long term enough to impair the long term viability of ecologically important, viability of ecologically important, nonresource species such as marine nonresource species such as marine mammals and birdsmammals and birds

Degree of spatial/temporal concentration Degree of spatial/temporal concentration of fishery on pollock, Atka mackerel, of fishery on pollock, Atka mackerel, herring, squid and forage species herring, squid and forage species (qualitative)(qualitative)

Removal of top Removal of top predatorspredators

Catch levels high enough to cause Catch levels high enough to cause the biomass of one or more top level the biomass of one or more top level predator species to fall below predator species to fall below minimum biologically acceptable minimum biologically acceptable limits limits

Trophic level of the catchTrophic level of the catchSensitive top predator bycatch levels Sensitive top predator bycatch levels (quantitative: sharks, birds; qualitative: (quantitative: sharks, birds; qualitative: pinnipeds)pinnipeds)Population status of top predator species Population status of top predator species (whales, pinnipeds, seabirds) relative to (whales, pinnipeds, seabirds) relative to minimum biologically acceptable limitsminimum biologically acceptable limits

Introduction of Introduction of nonnative nonnative speciesspecies

Fishery vessel ballast water and hull Fishery vessel ballast water and hull fouling organism exchange levels fouling organism exchange levels high enough to cause viable high enough to cause viable introduction of one or more nonnative introduction of one or more nonnative species, invasive speciesspecies, invasive species

Total catch levelsTotal catch levels

Page 12: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Effects Analysis (cont.)Effects Analysis (cont.)

ObjectiveObjective SubobjectiveSubobjective Significance ThresholdSignificance Threshold IndicatorsIndicators

Energy Energy flow and flow and balancebalance

Energy re-Energy re-directiondirection

Long-term changes in system Long-term changes in system biomass, respiration, biomass, respiration, production or energy cycling production or energy cycling that are outside the range of that are outside the range of natural variability due to natural variability due to fishery discarding and offal fishery discarding and offal production practicesproduction practices

Trends in discard and offal Trends in discard and offal production levelsproduction levels(quantitative for discards)(quantitative for discards)Scavenger population trends relative Scavenger population trends relative to discard and offal production levels to discard and offal production levels (qualitative)(qualitative)Bottom gear effort (qualitative Bottom gear effort (qualitative measure of unobserved gear measure of unobserved gear mortality particularly on bottom mortality particularly on bottom organisms)organisms)

Energy Energy removalremoval

Long-term changes in Long-term changes in system-level biomass, system-level biomass, respiration, production or respiration, production or energy cycling that are energy cycling that are outside the range of natural outside the range of natural variability due to fishery variability due to fishery removals of energy removals of energy

Trends in total retained catch levels Trends in total retained catch levels (quantitative)(quantitative)

Page 13: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Effects Analysis (cont.)Effects Analysis (cont.)

ObjectiveObjective SubobjectiveSubobjective Significance ThresholdSignificance Threshold IndicatorsIndicators

DiversityDiversity Species Species diversitydiversity

Catch removals high enough to cause Catch removals high enough to cause the biomass of one or more species the biomass of one or more species (target, nontarget) to fall below or to (target, nontarget) to fall below or to be kept from recovering from levels be kept from recovering from levels below minimum biologically below minimum biologically acceptable limits acceptable limits

Population levels of target, nontarget species Population levels of target, nontarget species relative to MSST or ESA listing thresholds, relative to MSST or ESA listing thresholds, linked to fishing removals (qualitative)linked to fishing removals (qualitative)Bycatch amounts of sensitive (low potential Bycatch amounts of sensitive (low potential population turnover rates) species that lack population turnover rates) species that lack population estimates (quantitative: sharks, population estimates (quantitative: sharks, birds, HAPC biota)birds, HAPC biota)Number of ESA listed marine speciesNumber of ESA listed marine speciesArea closuresArea closures

Functional Functional (trophic, (trophic, structural structural habitat) habitat) diversity diversity

Catch removals high enough to cause Catch removals high enough to cause a change in functional diversity a change in functional diversity outside the range of natural variability outside the range of natural variability observed for the systemobserved for the system

Guild diversity or size diversity changes linked Guild diversity or size diversity changes linked to fishing removals (qualitative)to fishing removals (qualitative)Bottom gear effort (measure of benthic guild Bottom gear effort (measure of benthic guild disturbance)disturbance)HAPC biota bycatchHAPC biota bycatch

Genetic Genetic diversitydiversity

Catch removals high enough to cause Catch removals high enough to cause a loss or change in one or more a loss or change in one or more genetic components of a stock that genetic components of a stock that would cause the stock biomass to fall would cause the stock biomass to fall below minimum biologically below minimum biologically acceptable limitsacceptable limits

Degree of fishing on spawning aggregations or Degree of fishing on spawning aggregations or larger fish (qualitative)larger fish (qualitative)Older age group abundances of target Older age group abundances of target groundfish stocksgroundfish stocks

Page 14: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

MANAGEMENT MANAGEMENT INDICATORSINDICATORS

Eastern Bering Sea

0

500,000

1,000,000

1,500,000

2,000,000

2,500,000

1954 1959 1964 1969 1974 1979 1984 1989 1994 1999

Tota

l cat

ch (t

)

1

2

3

4

Trop

hic

leve

l (ca

tch)

Total catch

Trophic level ofcatch

0

500

1000

1500

2000

2500

3000

3500

1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001

Year

Ob

ser

ved

bo

tto

m t

raw

l du

rati

on

(24

hr

day

s)

GOA

AI

BS

0

50,000

100,000

150,000

200,000

250,000

1993 1994 1995 1996 1997 1998 1999 2000 2001

Year

Lo

ng

line

eff

ort

(1

,00

0 h

oo

ks

)

0

5,000

10,000

15,000

20,000

25,000

30,000

Inc

iden

tal t

ak

e o

f s

ea

bir

ds

Effort (1000 hooks)

Number of seabirds

BSAI Non-target

0

10000

20000

30000

40000

50000

60000

70000

1997 1998 1999 2000 2001 2002

Tot

al C

atch

(ton

s)

Time trends in bottom trawl effort

Total catch and trophic level of catch

Amount and composition of non-target fish species in catch

Seabird bycatch and fishing effort

Page 15: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

ECOSYSTEM STATUS INDICATORSECOSYSTEM STATUS INDICATORS

3.16

3.65

3.98

4.23

4.42

1982 19

85 1988 19

91 1994 19

97 20000

1

2

3

4

5

6

7

8

9

10

11

12

ln (N +1)

ln (length midpoint +1)

Year

Size frequency distribution all fish

11.000-12.000

10.000-11.000

9.000-10.000

8.000-9.000

7.000-8.000

6.000-7.000

5.000-6.000

4.000-5.000

3.000-4.000

Seabird Population Trends

0

2

4

6

8

10

12

14

16

N.Bering/Chukchi

SE Bering SW Bering Gulf of Alaska Southeast

Fre

quen

cy

Negative trend No discernable trend Positive trend

Fish community size spectrum

Status of structural habitat biota

SEAPENS/W HIPS

0

500

1000

1500

2000

19

82

19

84

19

86

19

88

19

90

19

92

19

94

19

96

19

98

20

00

Bio

ma

ss

(t)

Pa c ific De c a da l O sc illa tio n

-4.00

-3.00

-2.00

-1.00

0.00

1.00

2.00

3.00

4.00

19

00

19

05

19

10

19

15

19

20

19

25

19

30

19

35

19

40

19

45

19

50

19

55

19

60

19

65

19

70

19

75

19

80

19

85

19

90

19

95

20

00

Ye a r

Ind

ex

P D O

5-m o n th ru n n in g m e a n

15-m o n th ru n n in g m e a n

Seabird population trends

Environmental fluctuations

YEAR

L yco d es b revip es

S a rri t o r f ren a t u s

P o d o th ecu s a cip en seri n u s

Icel u s sp p .

G ym n o ca n th u s p i st i l l i g er

T ri g lo p s sp p .

C yclo p t erid a e

B a th ym a st er sig n a tu s

D a syco t tu s set ig er

H exa g ra m m o s stell eri

1982 1984 1986 1988 1990 1992 1994 1996 19980

0.20.40.60.8

11.21.41.61.8

Population trends of non-target fish species

Page 16: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

• Accompanies single species stock assessment advice to Accompanies single species stock assessment advice to

North Pacific Fishery Management Council since 1995North Pacific Fishery Management Council since 1995

• Provides status and historical trend information of Provides status and historical trend information of ecosystem components using scientific information ecosystem components using scientific information from a variety of experts and agencies: Assess Present from a variety of experts and agencies: Assess Present StatusStatus

• Contains species, community, and ecosystem-level Contains species, community, and ecosystem-level indicators and indicators of environmental and human indicators and indicators of environmental and human impactsimpacts

• Track efficacy of ecosystem-based management efforts Track efficacy of ecosystem-based management efforts

• Meets the national fishery management scientific Meets the national fishery management scientific information requirement (National Standard 2) to information requirement (National Standard 2) to include information on past, present, and possible include information on past, present, and possible future condition of the stocks, marine ecosystems, and future condition of the stocks, marine ecosystems, and fisheries being managed in the stock assessment and fisheries being managed in the stock assessment and fishery evaluation reports provided to managers.fishery evaluation reports provided to managers.

The Framework: Part 1 The Framework: Part 1 Evaluate Present Evaluate Present StatusStatus Ecosystem Considerations SectionEcosystem Considerations Section

The Framework: Part 1 The Framework: Part 1 Evaluate Present Evaluate Present StatusStatus Ecosystem Considerations SectionEcosystem Considerations Section

Page 17: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Need for Ecosystem Need for Ecosystem AssessmentAssessment

• Requires an Requires an ecosystem impacts assessment frameworkecosystem impacts assessment framework

• Prediction of possible future trends under various Prediction of possible future trends under various management strategies: management strategies: MODELSMODELS

• Provide guidance on possible Provide guidance on possible aggregate effectsaggregate effects of of fishing and climate that are not captured under single fishing and climate that are not captured under single species assessmentsspecies assessments

• Uses Uses NEPANEPA as the umbrella legislation for providing an as the umbrella legislation for providing an ecosystem-based management framework that ecosystem-based management framework that considers the ecosystem first considers the ecosystem first

The Framework Part 2:The Framework Part 2:Moving Beyond Status and Trends Moving Beyond Status and Trends

Page 18: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Ecosystem Impacts Assessment Ecosystem Impacts Assessment Framework: Framework: PREDICTIONPREDICTIONEcosystem Impacts Assessment Ecosystem Impacts Assessment Framework: Framework: PREDICTIONPREDICTION

KEY CONSIDERATIONS 1.MODELS that incorporate processes of

interest

2.MANAGEMENT ALTERNATIVES to evaluate• Annual quota-setting• Management strategy evaluation of

policies

3.SCENARIOS of future environmental state

Page 19: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Impacts AnalysisImpacts Analysis

Elements:Elements:• Predefined thresholds or Predefined thresholds or

amounts of acceptable amounts of acceptable change in an indicatorchange in an indicator

• Expert judgmentExpert judgment• Falling below threshold Falling below threshold

or too much change in or too much change in indicator triggers action indicator triggers action or eliminates or eliminates management alternativemanagement alternative

• Performed at ecosystem Performed at ecosystem and individual fishery and individual fishery levellevel

Fishing Mortality

Oldoverfishing

level

Catch

Stock

0 Fmsy

Bmsy

B0 (unfished)

Spa

wni

ng B

iom

ass

Newoverfishing

level

Fishing Mortality

Oldoverfishing

level

Catch

Stock

0 Fmsy

Bmsy

B0 (unfished)

Spa

wni

ng B

iom

ass

Newoverfishing

level

Change in Discards by Management Alternative

-80.0

-60.0

-40.0

-20.0

0.0

20.0

40.0

60.0

1 2 3 4 5 6 7 8 9

Management Alternative

Per

cen

t ch

ang

e fr

om

b

asel

ine

Discards

Threshold

Page 20: A Framework for Ecosystem Impacts Assessment Using an Indicator Approach Patricia A. Livingston 1, K. Aydin 1, J. Boldt 2, J. Ianelli 1, and J. Jurado-Molina.

Future ChallengesFuture Challenges Future ChallengesFuture Challenges

• Improve predictive capability with regard to climate and human impacts on ecosystems: model refinement and regime shift analysis to drive recruitment scenarios

• More explicit definition of ecosystem-based management objectives: may require public involvement in defining specific regional objectives for management

• Developing objective criteria and sensitive indicators to measure the success in achieving desired ecosystem state or condition (or avoidance of undesirable states)

• More formalized decision-making framework

• Improve predictive capability with regard to climate and human impacts on ecosystems: model refinement and regime shift analysis to drive recruitment scenarios

• More explicit definition of ecosystem-based management objectives: may require public involvement in defining specific regional objectives for management

• Developing objective criteria and sensitive indicators to measure the success in achieving desired ecosystem state or condition (or avoidance of undesirable states)

• More formalized decision-making framework


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