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A GIS-based Decision Support Tool for Oyster Reef Habitat Restoration S eth Theuerkauf, Brandon Puckett, David Eggleston PhD Candidate, DoD NDSEG Fellow ESRI Ocean GIS Forum 2016

A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

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Page 1: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

A GIS-based Decision Support Tool

for Oyster Reef Habitat Restoration

Seth Theuerkauf, Brandon Puckett, David Eggleston

PhD Candidate, DoD NDSEG Fellow

ESRI Ocean GIS Forum 2016

Page 2: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Oyster ReefsProvide valuable ecosystem services

and economic benefits

Credit: Nate GeraldiCredit: Dave Eggleston

0 Oysters 20 Oysters 40

Oysters

essential fish habitat shoreline protection

water filtration

Page 3: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Global Oyster Reef Declines

Credit: Beck et al. 2011, BioScience

Page 4: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Reef Restoration

• Life history: dispersive larval stage

• Goal: provide settlement habitat & catalyze reef development

• Challenge: identifying optimal locations in estuary to restore

www.njdmf.org

Page 5: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Emergence of GIS-based

Decision Support Tools

• Goal: identify optimal restoration areas within vast bodies of water

• How: spatially integrate relevant biophysical and socioeconomic factors

? unsuitable

suitable

Page 6: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Oyster Restoration in North

Carolina• < 2% natural reefs

remain

Credit: Jay Fleming

Page 7: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Oyster Restoration in North

Carolina• < 2% natural reefs

remain

• DMF sanctuary program Goal: restore an interconnected network of protected reefs

• Knowledge gap: where best to focus restoration efforts

Page 8: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

A GIS-based Decision Support Tool

for Oyster Sanctuary Restoration in NC

Page 9: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Tool Development

4. Conduct sensitivity analysis, model validation

3. Develop GIS-based suitability model

2. Assemble spatial data

1. Prioritize relevant spatial factors

Page 10: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

1. Prioritize relevant spatial

factors• Biological (e.g., larval dispersal)

• Environmental (e.g., salinity)

• Socioeconomic (e.g., military zones)

How?

Page 11: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

2. Assemble spatial data

Exclusion

• Criteria is either met, or not

Threshold

• Each layer reclassified according to known relationships

Page 12: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

2. Assemble spatial data

Exclusion• Bathymetry

• Sediment

• SAV presence

• Nursery areas

• Shellfish leases

• Navigational channels

• Military zones

Page 13: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

2. Assemble spatial data

Threshold

• Larval connectivity

• Salinity

• Dissolved oxygen

• Material stockpile

sites

• Boat rampsADCIRC (Advanced Circulation Model)

+ Particle Tracking Model (PTM)Puckett and Eggleston (2012)

Page 14: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

3. Develop GIS-based suitability

model• Weight threshold layers based on importance

• Filter based on all exclusion layers

23% 20% 15% 11%

+ + + + … = 100%Larval

ExportSalinity Larval

Import

Dissolved

Oxygen

Page 15: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

3. Develop GIS-based suitability

model

Page 16: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

4. Conduct sensitivity analysis,

model validation

23% 20% 15% 11%

Page 17: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

4. Conduct sensitivity analysis,

model validation

Page 18: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

• Goal: identify areas that maximize fish production & recreational fishing opportunities

• Incorporate:- ~20 years of trawl

survey data

- larval fish ingress modeling

Reef-associated Fish Habitat

Next Steps: Integration of

Ecosystem Services

Page 19: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

• Goal: identify areas that maximize water quality enhancement benefits

• Incorporate:- ~10 years calibrated

MERIS chlorophyll a

- water flow velocities (ADCIRC)

- dissolved oxygen

- variability of all factors

Next Steps: Integration of

Ecosystem ServicesOyster Filtration

Page 20: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Making Tool Accessible

maps.coastalresilience.org

Page 21: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Acknowledgements• Rodney Guajardo (NCNERRS), Craig Hardy (NCDMF), Rick Luettich

(UNC-CH), Jie Gao (UNC-CH), Ernie Hain (NCDMF), Robert Weaver

(UNC-CH), Corbett Kerr (UNC-CH), Craig Layman (NCSU), Pat Halpin

(Duke), Marine Ecology Lab (NCSU)

• Funding agencies and partners:

Page 22: A GIS-Based Decision Support Tool for Oyster Reef Habitat ...2016 Esri Ocean GIS Forum--Presentation, 2016 Esri Ocean GIS Forum, A GIS-Based Decision Support Tool for Oyster Reef Habitat

Contact InfoSeth Theuerkauf, [email protected]