Reported declines in the population of Atlantic cod
have a potential to affect long-term ecological balance and the
sustainability of the cod fishery along the US northeast coast.
These assessments have led to severe fishing cuts over the past few
years, have consequently threatened the centuries-old Atlantic cod
fishery along the New England coast and put the livelihood of
thousands of fishermen at risk. Amidst this fisheries crisis, calls
by elected officials, environmental groups and fishing consortiums
were made for an Ocean Acoustic Waveguide Remote Sensing (OAWRS)
survey of the Gulf of Maine cod stock. Typically, cod stock
assessments incorporate data collected from conventional acoustic
and trawl line transect surveys that highly undersample the marine
environment in space and time and lead to ambiguities in population
estimates. The combination of conventional methods and OAWRS
techniques, however, has been demonstrated to provide rapid and
accurate fish stock assessments over ecosystem-scale areas for
other species. In this thesis, the feasibility of accurately
surveying cod stocks with OAWRS is theoretically assessed. These
theoretical predictions are then experimentally verified by
successfully sensing cod with OAWRS over ecosystem scales in the
Nordic Seas. Following direct requests by Massachusetts state
officials to determine if OAWRS could be used to detect and survey
the reported waning cod populations in coastal New England waters,
we obtained measurements of typical aggregation densities and
occupancy depths of spawning cod in Ipswich Bay from conventional
echosounder surveys conducted in Spring 2011. Cod length
distributions were also measured from which we estimated the
swimbladder resonance frequencies of local cod via a harmonic
oscillator model that includes the effects of damping, the cod's
swim bladder air volume at a given neutral buoyancy depth as well
as changes to this volume for deviations from neutral buoyancy
depth. The optimal frequency for OAWRS detection typically
corresponds to that where the resonance peak is found. We showed
that our theoretical estimates of cod swimbladder resonance matched
very well with independent measurements of caged cod resonance from
decades old Norwegian data. Using parabolic equation modeling of
ocean waveguide propagation, the scattered level of typical
spawning cod aggregations was estimated and compared with that from
seafloor scattering, which is a typical limiting factor in long
range active sensing. Seafloor scattering was estimated via a
Rayleigh-Born approach we developed, where the magnitude squared of
seafloor scattering amplitude was empirically determined from
thousands of measurements made during major OAWRS experiments along
the US Northeast coast. It was found that near cod swimbladder
resonance (roughly 150-600 Hz), determined from the New England
length and depth distribution data, OAWRS was capable of robustly
detecting spawning cod aggregations from many tens of kilometers in
range with high signal-to- noise ratios (SNRs) greater than…
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