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.pull-left-60[ - Lingcod are a value target species for commercial and recreational fisheries
Declared overfished coastwide in 1999 and rebuilt in 2005
Stocks were last assessed in 2017
Lots of data, more so for the north
Data not necessarily very informative about key quantities
]
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By Magnus Kjaergaard, CC BY-SA 2.5, https://commons.wikimedia.org/w/index.php?curid=882582
By John Crofts, Public Domain,
https://commons.wikimedia.org/w/index.php?curid=17985885
Changed stock boundary (more on this later)
Re-analyzed all data inputs from the raw data (except trawl logbook index)
Added new data from 2017 - 2020
Added new ages from some earlier years
Updated biology parameters (length-weight and maturity)
Revisited selectivity and retention assumptions
Estimated mortality and steepness with priors
Used Bayesian diagnostics helped determine problematic parameters
Developed a new workflow for the assessment as an R package: https://github.com/pfmc-assessments/lingcod/
Posted model results to the web for easy exploration: https://iantaylor-noaa.github.io/Lingcod_2021/
.pull-left-40[ - 2021 results not directly comparable to 2017 due to boundary change
Both stocks estimated above the $B_{40\%}$ reference point in 2021
North stock estimated as having never been overfished (below $B_{25\%}$)
South stock estimated as having been overfished during the period 1990 - 2011
]
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.pull-left[ - Lingcod have faster dynamics than many of the groundfish on this coast: - faster growth, - earlier maturing, - fewer old individuals observed
Exhibit sex-specific differences in behavior and distribution
Additional ageing for 2021 made possible new age-based maturity curves
Frequently encountered in bottom trawl survey but declines in occurrence from 200-400 m ]
.pull-right[
Age- and length-based functional maturity
Presence/absence of lingcod in the NWFSC West Coast Groundfish Bottom Trawl Survey (WCGBTS) by 25 m depth increments. ] --- ### Stock structure 1 .pull-left[ - Longo et al. 2020 found genetic differentiation along the coast: > evidence suggests that the distinct genetic cline in lingcod is most likely a product of selection driven by change (continuous and/or discontinuous) in environmental conditions - No clean break between areas - Presence of "admixed individuals" in northern California also noted - Additional genetic research ongoing ] .pull-right[ 
Figure 2 from Longo et al. 2020. https://doi.org/10.1111/eva.13037
] --- ### Stock structure 2 .pull-left[ - Cape Mendocino (40°10' N) chosen to split north and south stocks - Transition zone exists rather than a clear break between north and south populations - Sample sizes were low for each sampling location inhibiting clear boundaries - Cape Mendocino is a biogeographic break for many stocks - Splitting data from California at 40°10' N was more straightforward than other options - Areas modeled as independent populations - Model output aligns with Individual Fishing Quota boundaries ] .pull-right[ Chosen stock boundaries for 2021 assessments.
] --- ### Stock structure 3 .pull-left[ - Point Conception (34°27' N) was discussed as additional break due to differences in biogeography in the Southern California Bight - Genetic analysis does not suggest a break at that point - Splitting the data available for the south into areas may lead to less reliable parameter estimates and a worse tool for management - Other options are available for spatial management of fisheries in California ] .pull-right[ Chosen stock boundaries for 2021 assessments.
] --- ### Stock structure 4 .pull-left[ Bathymetry of the U.S. west coast.
] .pull-right[ Chosen stock boundaries for 2021 assessments.
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