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Northeast Regional Action Plan for the NOAA Fisheries Climate Science Strategy NEFSC Ecosystem Program Review 8 June 2016 Collaboration & crowd-sourcing applied seascape ecology to support of ecosystem based fisheries management John Manderson, John Hoey, Jon Hare & David Richardson

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Page 1: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Northeast Regional Action Plan for the NOAA Fisheries Climate

Science Strategy

• NEFSC Ecosystem Program Review

• 8 June 2016

Collaboration & crowd-sourcing applied seascape ecology to support of ecosystem based fisheries management

John Manderson, John Hoey, Jon Hare & David Richardson

Page 2: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

1) Rationale for a building collaborative, crowd sourced seascape ecology to inform ecosystem based fisheries management

3) Building collaborative seascape ecology to support ecosystem based fisheries management (using of study fleet infrastructure)

2) Data available to inform collaborative seascape ecology

Page 3: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

1) Rational for a building collaborative, crowd sourced seascape ecology to inform ecosystem based fisheries management

Page 4: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

- Habitat locations & volumes are changing - Habitat phenologies & durations are changing - Stocks have & are shifting north &/or deeper - Rates of growth, development & mortality underlying dynamics are changing

"What's past is .. not .. prologue” Understanding the present & forecasting the future requires

an understanding underlying mechanisms

Bottom temperatures with CO2 doubling

Page 5: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

We are in the sustainable food business

World bank: 1/3 of human population depends on fish for nutrition

Page 6: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Ecosystems are weakly bounded complex adaptive systems Man embedded in complex, self (dis)organizing, natural ecosystems

The past is not prologue & we depend on ecosystems for subsistence

Page 7: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

1) Rational for a building collaborative, crowd sourced seascape ecology to inform ecosystem based fisheries management

2) Data available to inform collaborative seascape ecology

Page 8: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Dynamic hydrography lies at the foundation of seascape ecology Living in a liquid is different from living in a gas

Seascape ecology: The spatially & temporally explicit study of interactions between ocean processes, individuals, populations &

ecosystems including human socioecological & economic activities

Page 9: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Log(Time)

Log(

horiz

onta

l len

gth)

cm

m

10 m

100 m

1 km

10 km

100 km

1000 km

sec min hour day month yr

estuary plumes

Upwelling downwelling

Trapped waves

Diffusion

Turbulence

Internal waves

Langmuir cells

Wind driven

circulation

Mixed layer depth

Tides Oceanic Fronts Eddies

meanders

surfacewaves

Thermo-haline

circulation

Internal Tides

0.3 cm sec

Processes driving seascape dynamics

Page 10: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Log(Time)

Log(

horiz

onta

l len

gth)

cm

m

10 m

100 m

1 km

10 km

100 km

1000 km

sec min hour day month yr

estuary plumes

Upwelling downwelling

Trapped waves

Diffusion

Turbulence

Internal waves

Langmuir cells

Wind driven

circulation

Mixed layer depth

Tides Oceanic Fronts Eddies

meanders

surfacewaves

Thermo-haline

circulation

Internal Tides

0.3 cm sec

Processes driving seascape dynamics

Reefs

Bedforms

Sediment structure

Macro-algae Prey

Temperature

Salinity

Predators

Oxygen

Page 11: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Satellites HF radar Gliders Buoys

Ensemble of assimilative & operational Ocean Models

Ocean Observing Systems Measure & model physical & primary production dynamics

in (near) real time

Page 12: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

* Longest dimension = 1210 km

NJ

CT MASS

MA

DE

Cape Hatteras

Extent = 224,562 km2 Distance stations =12 km Depths = 20M-250M

Extent = 53 years Spring & Fall Snapshots (~ 53 days)

Space

Time

Biological data collected on regional surveys for population not habitat assessment

Page 13: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Log(Time)

Log(

horiz

onta

l len

gth)

cm

m

10 m

100 m

1 km

10 km

100 km

1000 km

sec min hour day month yr

estuary plumes

Upwelling downwelling

Trapped waves

Diffusion

Turbulence

Internal waves

Langmuir cells

Wind driven

circulation

Mixed layer depth

Tides Oceanic Fronts Eddies

meanders

surfacewaves

Thermo-haline

circulation

Internal Tides

0.3 cm sec

Reefs

Bedforms

Sediment structure

Macro-algae

Survey space-time frame & seascape dynamics

Snapshots scheduled on human not environmental calender

Prey

Temperature

Predators

Oxygen

FI Survey

s Salinity

Page 14: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Filling ecological data gaps? (including ecology of humans)

Page 15: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Traditional scientific approaches

Laboratory based Field based

Page 16: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Collaborative investigation with fishing industry

continuously within ecosystem in real time

Why not perform fisheries science the old fashioned way?

Johan Hjort

William F Thompson

Page 17: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Why? Fisherman: Operate continuously at space-time scales of

species-habitat & species-species interactions (given economic incentives & regulatory constraints)

& provide insight into human dimensions

Page 18: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

3) Collaboration & crowd-sourcing operational seascape ecology

Page 19: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Broadest scale of investigation: Monitor dynamics of whole fleet & seascape in real time

(10-01-2015 to 05-01-2016) Fishing effort, availability & landings = f (seascape dynamics *

population dynamics * global economics & economic alternatives * management regulations)

Regulatory Closure

http://tds.marine.rutgers.edu/thredds/dodsC/roms

Vessel tracking Vessel tracking reports

Dealer reports

IOOS ocean data & models

Page 20: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Medium-scales: Collaborative development of seascape models with study fleets

Modeled bottom temperature Thermal habitat suitability

Products => co-developed models Process => transfer of fishery dependent understanding

Page 21: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Niche model flavors (Specific & proprietary to industry partners)

Fisheries Independent surveys

Catch per hour by partner

(Tow by tow reporting & sensors)

Unique mental model

of partner

Page 22: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Dec 21, 2015 Jan 15, 2016 Feb 7, 2016

Blind & transparent evaluations of crowd-sourced models with fleets & study fleets

Page 23: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Finest scales: Field investigations with individual collaborators

co-develop empirical understanding of seascape dynamics, catch,

& bycatch avoidance to inform next generation models

Modeled hydrography

Measured hydrography

Wind

Northward

Southward

Temperature

Salin

ity

Glider profile

Time

Page 24: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Log(Time)

Log(

horiz

onta

l len

gth)

cm

m

10 m

100 m

1 km

10 km

100 km

1000 km

sec min hour day month yr

estuary plumes

Upwelling downwelling

Trapped waves

Diffusion

Turbulence

Internal waves

Langmuir cells

Wind driven

circulation

Mixed layer depth

Tides Oceanic Fronts Eddies

meanders

surfacewaves

Thermo-haline

circulation

Internal Tides

0.3 cm sec

Processes driving seascape dynamics

Reefs

Bedforms

Sediment structure

Macro-algae

FI Survey

s

Page 25: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Continuous investigation within limits imposed by regulation & industry opportunity costs

Log(Time)

Log(

horiz

onta

l len

gth)

cm

m

10 m

100 m

1 km

10 km

100 km

1000 km

sec min hour day month yr

estuary plumes

Upwelling downwelling

Trapped waves

Diffusion

Turbulence

Internal waves

Langmuir cells

Wind driven

circulation

Mixed layer depth

Tides Oceanic Fronts Eddies

meanders

surfacewaves

Thermo-haline

circulation

Internal Tides

0.3 cm sec

Nested scales of collaborative investigation

Reefs

Bedforms

Sediment structure

Macro-algae

FI Survey

s

Whole Fleets

Study Fleets

Individual SF partners

Page 26: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

At each scale of investigation talk to people. What’s going on in the ecosystem & fishery in real time?

(including human socio-ecological & economic components)

Page 27: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Ecological Forcing

Economic Forcing

Social & Cultural Forcing

“Horrendogram” of Atlantic Mackerel socio-ecological fishery system (preliminary mental model)

Page 28: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Academia

Government

Fishing Industry

Ecosystem based population assessment

Dynamic ocean

management

Seascape ecology

Rapid climate, seascape & ecosystem change

Co-developed tools for sustainable use

Page 29: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Academia

Government

Fishing Industry

Ecosystem based population assessment

Dynamic ocean

management

Seascape ecology

Tactical regulations Co-developed tools for sustainable use

Rapid climate, seascape & ecosystem change

Page 30: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Academia

Government

Fishing Industry

Ecosystem based population assessment

Dynamic ocean

management

Seascape ecology

Population ecology

Tactical regulations Co-developed tools for sustainable use

Rapid climate, seascape & ecosystem change

Page 31: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Academia

Government

Fishing Industry

Ecosystem based population assessment

Dynamic ocean

management

Seascape ecology

Population ecology

Quotas

Tactical regulations Co-developed tools for sustainable use

Rapid climate, seascape & ecosystem change

Page 32: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Multi disciplinary, inter-institutional working groups of

experts

Disciplines “Fisher” ecologists Academic ecologists Oceanographers Assessment Scientists Economists Policy experts

Institutions Fishing industry Government scientists Academic scientists Policy makers & Managers

Identify real world ecological, economic

management problems

Solutions to problems in Assessment & Management

Collaborative seascape ecology

to develop specific solutions

A never ending cycle

Collaborative & crowd sourced seascape ecology a tool for inter-disciplinary working groups of experts integrating

ecosystem considerations into assessment & management

Page 33: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

NEFSC CEHASG initiative Atlantic Mackerel Population Ecology & Fishery Workshop

Industry & Science perspectives December 2-3, 2015

Point Judith, Narragansett, Rhode Island Funded by NEFSC COOP research, Salt Pond Fisheries, MAFMC

Adams, Chuck (Assessment) Anderson, Emory (Assessment) Axelson, Leif (Fisheries & Ecology) Bari, Carly (Marine Policy) Bright, Bill (Fisheries & Ecology) Carter, Lauren (Assessment) Curti, Kiersten (Assessment) Didden, Jason (Marine Policy) Gaiches, Sarah (Ecosystem science) Goodwin, Glenn (Fisheries & Ecology) Hare, Jon (Oceanography & Ecology) Hoey, John (COOP research) Jardine, Sunny (Fisheries Economics) Kaelin, Jeff (Fisheries & Gov’t relations) Kohut, Josh (Ocean physics)

Lapp, Meghan (Fisheries & Gov’t relations) Lee, John (Journalist) Manderson, John (Ecology & COOP research) Martin, Mike (FI Surveys & COOP research) McBride, Richard (Reproductive Ecology) Miller, Alicia (Assessment Science) Moore, Peter (Fisheries & Economics) O'Neill, Gerry (Fisheries & Economics) Redding, Gray (Ecology) Rhule, Jim (Fisheries & Ecology) Richardson, David (Oceanography & Ecology) Roebuck, Chris (Fisheries & Ecology) Sarro, Chris (COOP research) Secor, David (Ecology) Shepherd, Gary (Assessment)

Page 34: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Discuss knowns, known unknowns & unknown unknowns about mackerel population ecology

& ecological, economic, & regulatory drivers of fishery. Define steps required to integrating climate, ecosystem, habitat

considerations into 2017 Mackerel Assessment

Page 35: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Next steps developed at Dec, 2-3 2015 WG Meeting

• Investigate stock structure via ICES working group • Survey catchability = Population availability to survey*Net efficiency • Unconfound model catchability estimates from uncertainties in M + F

• Develop coast wide egg index

• Estimation of natural mortality (M)

• Species displacement > Dogfish driving distributions? • Consumption > estimate for dogfish + other fish & mammals

• Estimation of fishing mortality (F) • What are the ecological, economic, regulatory drivers of availability & landings

Page 36: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

2016

Page 37: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Dec 21, 2015 Jan 15, 2016 Feb 7, 2016

Evaluated crowd-sourced model hindcasts can be used estimate availability to fishery dependent surveys & the fishery

Page 38: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Multi disciplinary, inter-institutional working groups of

experts

Disciplines “Fisher” ecologists Academic ecologists Oceanographers Assessment Scientists Economists Policy experts

Institutions Fishing industry Government scientists Academic scientists Policy makers & Managers

Identify real world ecological, economic

management problems

Solutions to problems in Assessment & Management

Collaborative investigations in active fishery to

develop solutions

A never ending cycle

NEFSC CEHASG Working group on Atlantic Mackerel

Page 39: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Collaborative approach taken in 2014 butterfish assessment Working with industry allowed us to identify the problem

Page 40: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

Resources required?

IOOS ocean data & collaborators

Result: better informed interpretations of real & near real time fishery dependent

& fishery independent data

Study fleet Infrastructure & collaborators

Ability to work with industry partners & develop fishery dependent understanding

Page 41: Northeast Regional Action Plan for Collaboration & crowd … · 2016-06-02 · management 3) Building collaborative seascape ecology to support ecosystem based fisheries management

MutualTrust

Resource required