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Title: Modeling protected species distributions and habitats to inform siting and management of pioneering ocean industries: A case study for Gulf of Mexico aquaculture

Journal Article · · PLoS ONE
ORCiD logo [1];  [1];  [2];  [3];  [4];  [4];  [4];  [4];  [4];  [5];  [6];  [7];  [6];  [3];  [3];  [8];  [3];  [3];  [9]
  1. National Oceanic and Atmospheric Administration (NOAA), St. Petersburg, FL (United States). National Marine Fisheries Service (NMFS)
  2. National Oceanic and Atmospheric Administration (NOAA), Beaufort, NC (United States). National Centers for Coastal Ocean Science (NCCOS)
  3. National Oceanic and Atmospheric Administration (NOAA), Miami, FL (United States). National Marine Fisheries Service (NMFS), Southeast Fisheries Science Center
  4. CSS, Inc., National Oceanic and Atmospheric Administration (NOAA), Beaufort, NC (United States). National Centers for Coastal Ocean Science (NCCOS), National Ocean Service
  5. National Oceanic and Atmospheric Administration (NOAA), Long Beach, CA (United States). National Marine Fisheries Service (NMFS), West Coast Regional Office
  6. National Oceanic and Atmospheric Administration (NOAA), Silver Spring, MD (United States). National Marine Fisheries Service (NMFS), Office of Protected Resources
  7. National Oceanic and Atmospheric Administration (NOAA), St. Petersburg, FL (United States). National Marine Fisheries Service (NMFS), Southeast Regional Office
  8. US Geological Survey, Davie, FL (United States). Wetland and Aquatic Research Center
  9. National Oceanic and Atmospheric Administration (NOAA), Beaufort, NC (United States). National Centers for Coastal Ocean Science (NCCOS), National Ocean Service

Marine Spatial Planning (MSP) provides a process that uses spatial data and models to evaluate environmental, social, economic, cultural, and management trade-offs when siting (i.e., strategically locating) ocean industries. Aquaculture is the fastest-growing food sector in the world. The United States (U.S.) has substantial opportunity for offshore aquaculture development given the size of its exclusive economic zone, habitat diversity, and variety of candidate species for cultivation. However, promising aquaculture areas overlap many protected species habitats. Aquaculture siting surveys, construction, operations, and decommissioning can alter protected species habitat and behavior. Additionally, aquaculture-associated vessel activity, underwater noise, and physical interactions between protected species and farms can increase the risk of injury and mortality. In 2020, the U.S. Gulf of Mexico was identified as one of the first regions to be evaluated for offshore aquaculture opportunities as directed by a Presidential Executive Order. We developed a transparent and repeatable method to identify aquaculture opportunity areas (AOAs) with the least conflict with protected species. First, we developed a generalized scoring approach for protected species that captures their vulnerability to adverse effects from anthropogenic activities using conservation status and demographic information. Next, we applied this approach to data layers for eight species listed under the Endangered Species Act, including five species of sea turtles, Rice’s whale, smalltooth sawfish, and giant manta ray. Next, we evaluated four methods for mathematically combining scores (i.e., Arithmetic mean, Geometric mean, Product, Lowest Scoring layer) to generate a combined protected species data layer. The Product approach provided the most logical ordering of, and the greatest contrast in, site suitability scores. Finally, we integrated the combined protected species data layer into a multi-criteria decision-making modeling framework for MSP. This process identified AOAs with reduced potential for protected species conflict. These modeling methods are transferable to other regions, to other sensitive or protected species, and for spatial planning for other ocean-uses.

Research Organization:
US Department of Energy (USDOE), Washington, DC (United States). Advanced Research Projects Agency-Energy (ARPA-E)
Sponsoring Organization:
USDOE; NOAA National Centers for Coastal Ocean Science; National Marine Fisheries Service (NMFS) Office of Aquaculture
Grant/Contract Number:
M17PG00013
OSTI ID:
1983054
Journal Information:
PLoS ONE, Vol. 17, Issue 9; ISSN 1932-6203
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English

References (46)

Framework for mapping key areas for marine megafauna to inform Marine Spatial Planning: The Falkland Islands case study journal June 2018
Incidental capture of leatherback sea turtles in fixed fishing gear off Atlantic Canada
  • Hamelin, Kayla M.; James, Michael C.; Ledwell, Wayne
  • Aquatic Conservation: Marine and Freshwater Ecosystems, Vol. 27, Issue 3 https://doi.org/10.1002/aqc.2733
journal February 2017
Local Indicators of Spatial Association-LISA journal April 1995
Attraction and repulsion of mobile wild organisms to finfish and shellfish aquaculture: a review journal September 2017
Postnesting migratory behavior of loggerhead sea turtles Caretta caretta from three Florida rookeries journal August 2013
Spatial distribution and dive behavior of Gulf of Mexico Bryde’s whales: potential risk of vessel strikes and fisheries interactions journal June 2017
Spatiotemporal occurrence of loggerhead turtles (Caretta caretta) on the West Florida Shelf and apparent overlap with a commercial fishery journal December 2014
The distribution of manta rays in the western North Atlantic Ocean off the eastern United States journal April 2022
Migration Corridors and Threats in the Gulf of Mexico and Florida Straits for Loggerhead Sea Turtles journal April 2020
Geographic Information System as an instrument to determine suitable areas and identify suitable zones to the development of emerging marine finfish farming in Brazil journal May 2020
Acoustic localization, validation, and characterization of Rice's whale calls journal June 2022
Potential Bryde's whale (Balaenoptera edeni) calls recorded in the northern Gulf of Mexico journal May 2014
Site fidelity and movements of sharks associated with ocean-farming cages in Hawaii journal January 2010
Translating Marine Animal Tracking Data into Conservation Policy and Management journal May 2019
Marine spatial planning makes room for offshore aquaculture in crowded coastal waters journal March 2018
Review of cage and containment tank designs for offshore fish farming journal March 2020
Leatherback Turtles in the Eastern Gulf of Mexico: Foraging and Migration Behavior During the Autumn and Winter journal April 2021
50/500 or 100/1000? Reconciling short- and long-term recovery targets and MVPs journal August 2014
Evaluation of Alternatives to Winter Closure of Black Sea Bass Pot Gear: Projected Impacts on Catch and Risk of Entanglement with North Atlantic Right WhalesEubalaena glacialis journal January 2016
Rice’s whales in the northwestern Gulf of Mexico: call variation and occurrence beyond the known core habitat journal July 2022
Migratory corridors of adult female Kemp's ridley turtles in the Gulf of Mexico journal February 2016
Geographical information systems-based models for offshore floating marine fish cage aquaculture site selection in Tenerife, Canary Islands journal July 2005
GIS-based multi-criteria evaluation models for identifying suitable sites for Japanese scallop (Mizuhopecten yessoensis) aquaculture in Funka Bay, southwestern Hokkaido, Japan journal November 2008
An extension of TOPSIS for group decision making journal April 2007
A Multi-Criteria Approach to Evaluate Floating Offshore Wind Farms Siting in the Canary Islands (Spain) journal February 2021
Informing Marine Protected Area Designation and Management for Nesting Olive Ridley Sea Turtles Using Satellite Tracking journal September 2017
Investigation of feasibility study of solar farms deployment using hybrid AHP-TOPSIS analysis: Case study of India journal June 2017
Site selection for shellfish aquaculture by means of GIS and farm-scale models, with an emphasis on data-poor environments journal August 2011
Habitat-based cetacean density models for the U.S. Atlantic and Gulf of Mexico journal March 2016
Ecological vulnerability of two sea turtle species in the Gulf of Mexico: an integrated spatial approach journal December 2019
Population consequences of disturbance by offshore oil and gas activity for endangered sperm whales (Physeter macrocephalus) journal November 2018
A Decision Support System methodology for selecting wind farm installation locations using AHP and TOPSIS: Case study in Eastern Macedonia and Thrace region, Greece journal September 2019
Postnesting migration routes and fidelity to foraging sites among loggerhead turtles in the western North Atlantic journal January 2021
Development of a GIS-Based Tool for Aquaculture Siting journal June 2014
The package “adehabitat” for the R software: A tool for the analysis of space and habitat use by animals journal August 2006
Long-term behavior at foraging sites of adult female loggerhead sea turtles (Caretta caretta) from three Florida rookeries journal March 2014
Key elements and steps in the process of developing ecosystem-based marine spatial planning journal September 2008
An algorithm for oceanic front detection in chlorophyll and SST satellite imagery journal October 2009
Movements of leatherback turtles (Dermochelys coriacea) in the Gulf of Mexico journal September 2018
Finding the right pixel size journal November 2006
The performance of marine spatial planning in coordinating offshore wind energy with other sea-uses: The case of the Dutch North Sea journal May 2020
marmap: A Package for Importing, Plotting and Analyzing Bathymetric and Topographic Data in R journal September 2013
Assessment of brown trout habitat suitability in the Jucar River Basin (SPAIN): Comparison of data-driven approaches with fuzzy-logic models and univariate suitability curves journal December 2012
Large-scale space use of large juvenile and adult smalltooth sawfish Pristis pectinata: implications for management journal January 2021
Movement patterns and habitat use of smalltooth sawfish,Pristis pectinata, determined using pop-up satellite archival tags
  • Carlson, J. K.; Gulak, S. J. B.; Simpfendorfer, C. A.
  • Aquatic Conservation: Marine and Freshwater Ecosystems, Vol. 24, Issue 1 https://doi.org/10.1002/aqc.2382
journal July 2013
Fine‐scale habitat partitioning of Chilean and Peale's dolphins and their overlap with aquaculture
  • Heinrich, Sonja; Genov, Tilen; Fuentes Riquelme, Marjorie
  • Aquatic Conservation: Marine and Freshwater Ecosystems, Vol. 29, Issue S1 https://doi.org/10.1002/aqc.3153
journal September 2019