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Through an interdisciplinar of habitat scientists, oceanograp managers, social scientists, and fishermen we developed ecologica models for the specific purpose butterfish (Peprilus triacanthus) by longfin squid (Doryteuthis pealeii) f Mid-Atlantic Bight (MAB). We use additive modeling (GAM) to associ biomass collected during Natio Fisheries Service (NMFS) bottom t with benthic and pelagic habitat ch Pelagic variables were obtained fro survey CTD, satellite and high-freqThe sea surface measures of temp color from the satellites and the su fields from the HF radar were prov the Mid-Atlantic Regional Associa Ocean Observing System (MAR regional component of the U.S. Inte Observing System (IOOS).Index Terms-Habitat Models, Ocean Obse By-catch avoidance.

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